{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 10, "shot": 16, "test_freq": 10} ------------------------------------------- Thu May 25 17:40:56 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 10, "shot": 16, "test_freq": 10} ------------------------------------------- Thu May 25 17:46:35 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 10, "shot": 16, "test_freq": 10} ------------------------------------------- Thu May 25 17:51:28 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Thu May 25 17:58:17 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.592264, loss@max: 3.914797, Top1S acc: 95.703125, Top1T acc: 53.906250 Train:epoch: 2, loss@min: 2.921588, loss@max: 2.458490, Top1S acc: 99.218750, Top1T acc: 76.953125 Train:epoch: 3, loss@min: 2.206959, loss@max: 2.223053, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 4, loss@min: 2.130434, loss@max: 1.897093, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 5, loss@min: 1.795373, loss@max: 1.872884, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 6, loss@min: 1.873502, loss@max: 1.797982, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 7, loss@min: 1.700737, loss@max: 1.785441, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 1.827605, loss@max: 1.571535, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 9, loss@min: 1.654991, loss@max: 1.722866, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 10, loss@min: 1.619856, loss@max: 1.759010, Top1S acc: 100.000000, Top1T acc: 98.437500{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Thu May 25 18:10:37 2023 ------------------------------------------- Test:epoch: 0, LS: 6.822233, LT: 10.831208, Top1S: 0.973631, Top1T: 0.405680 Test:epoch: 0, LS: 5.308005, LT: 6.566936, Top1S: 2.434077, Top1T: 12.048681{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Thu May 25 18:12:38 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.150006, loss@max: 4.091046, Top1S acc: 98.046875, Top1T acc: 54.296875 Train:epoch: 2, loss@min: 3.104504, loss@max: 2.377982, Top1S acc: 98.437500, Top1T acc: 80.078125 Train:epoch: 3, loss@min: 2.214773, loss@max: 2.123897, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 4, loss@min: 2.214736, loss@max: 1.868735, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 5, loss@min: 1.851411, loss@max: 2.003973, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 6, loss@min: 1.861929, loss@max: 1.818389, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 7, loss@min: 1.716340, loss@max: 1.732860, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 8, loss@min: 1.713169, loss@max: 1.695664, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 9, loss@min: 1.626997, loss@max: 1.725992, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 10, loss@min: 1.648815, loss@max: 1.631628, Top1S acc: 100.000000, Top1T acc: 97.656250 Test:epoch: 10, LS: 0.003536, LT: 0.299125, Top1S: 100.000000, Top1T: 91.277893Best acc: 91.277893 Train:epoch: 11, loss@min: 1.597141, loss@max: 1.642050, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 11, LS: 0.003668, LT: 0.307726, Top1S: 100.000000, Top1T: 90.588234 Train:epoch: 12, loss@min: 1.622227, loss@max: 1.673203, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 12, LS: 0.003090, LT: 0.298925, Top1S: 100.000000, Top1T: 90.791077 Train:epoch: 13, loss@min: 1.581518, loss@max: 1.593135, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 13, LS: 0.003614, LT: 0.303379, Top1S: 100.000000, Top1T: 90.872208 Train:epoch: 14, loss@min: 1.684882, loss@max: 1.505130, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 14, LS: 0.002838, LT: 0.329583, Top1S: 100.000000, Top1T: 90.060852 Train:epoch: 15, loss@min: 1.728632, loss@max: 1.541292, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 15, LS: 0.003273, LT: 0.288812, Top1S: 100.000000, Top1T: 91.115616 Train:epoch: 16, loss@min: 1.624454, loss@max: 1.551542, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 16, LS: 0.002784, LT: 0.295949, Top1S: 100.000000, Top1T: 91.359024Best acc: 91.359024 Train:epoch: 17, loss@min: 1.588187, loss@max: 1.604906, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 17, LS: 0.002937, LT: 0.289581, Top1S: 100.000000, Top1T: 91.683571Best acc: 91.683571 Train:epoch: 18, loss@min: 1.619835, loss@max: 1.562987, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 18, LS: 0.002594, LT: 0.280746, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 19, loss@min: 1.523535, loss@max: 1.619521, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 19, LS: 0.003343, LT: 0.300404, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 20, loss@min: 1.543413, loss@max: 1.601760, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 20, LS: 0.002349, LT: 0.288890, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 21, loss@min: 1.551182, loss@max: 1.600065, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 21, LS: 0.002557, LT: 0.290689, Top1S: 100.000000, Top1T: 91.156189 Train:epoch: 22, loss@min: 1.603752, loss@max: 1.522224, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 22, LS: 0.002206, LT: 0.265602, Top1S: 100.000000, Top1T: 92.170387Best acc: 92.170387 Train:epoch: 23, loss@min: 1.580458, loss@max: 1.540191, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 23, LS: 0.002470, LT: 0.309863, Top1S: 100.000000, Top1T: 91.156189 Train:epoch: 24, loss@min: 1.521982, loss@max: 1.613794, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 24, LS: 0.002045, LT: 0.279201, Top1S: 100.000000, Top1T: 91.926979 Train:epoch: 25, loss@min: 1.557977, loss@max: 1.542653, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 25, LS: 0.002187, LT: 0.256883, Top1S: 100.000000, Top1T: 92.819473Best acc: 92.819473 Train:epoch: 26, loss@min: 1.555634, loss@max: 1.590491, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 26, LS: 0.001961, LT: 0.282617, Top1S: 100.000000, Top1T: 91.643005 Train:epoch: 27, loss@min: 1.548712, loss@max: 1.480487, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 27, LS: 0.002003, LT: 0.268254, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 28, loss@min: 1.423959, loss@max: 1.590670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.001849, LT: 0.258860, Top1S: 100.000000, Top1T: 92.657204 Train:epoch: 29, loss@min: 1.555942, loss@max: 1.470724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.001887, LT: 0.268108, Top1S: 100.000000, Top1T: 92.251518 Train:epoch: 30, loss@min: 1.510406, loss@max: 1.503158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.001761, LT: 0.264480, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 31, loss@min: 1.541412, loss@max: 1.488436, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 31, LS: 0.001858, LT: 0.265316, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 32, loss@min: 1.472993, loss@max: 1.567559, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 32, LS: 0.001669, LT: 0.269874, Top1S: 100.000000, Top1T: 91.805275 Train:epoch: 33, loss@min: 1.483381, loss@max: 1.511023, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.001668, LT: 0.266060, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 34, loss@min: 1.533039, loss@max: 1.460207, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 34, LS: 0.001644, LT: 0.261870, Top1S: 100.000000, Top1T: 92.210953 Train:epoch: 35, loss@min: 1.460299, loss@max: 1.566936, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.001649, LT: 0.263357, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 36, loss@min: 1.518061, loss@max: 1.472897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.001488, LT: 0.267579, Top1S: 100.000000, Top1T: 92.413795 Train:epoch: 37, loss@min: 1.501104, loss@max: 1.521725, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 37, LS: 0.001543, LT: 0.255140, Top1S: 100.000000, Top1T: 92.616631 Train:epoch: 38, loss@min: 1.465690, loss@max: 1.477129, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 38, LS: 0.001506, LT: 0.273722, Top1S: 100.000000, Top1T: 92.373222 Train:epoch: 39, loss@min: 1.478639, loss@max: 1.481619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.001447, LT: 0.265075, Top1S: 100.000000, Top1T: 92.332657 Train:epoch: 40, loss@min: 1.472242, loss@max: 1.485573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.001399, LT: 0.261338, Top1S: 100.000000, Top1T: 92.778908 Train:epoch: 41, loss@min: 1.566724, loss@max: 1.431446, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 41, LS: 0.001389, LT: 0.257516, Top1S: 100.000000, Top1T: 92.657204 Train:epoch: 42, loss@min: 1.491866, loss@max: 1.456408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.001359, LT: 0.263953, Top1S: 100.000000, Top1T: 92.454361 Train:epoch: 43, loss@min: 1.536881, loss@max: 1.443946, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 43, LS: 0.001376, LT: 0.258574, Top1S: 100.000000, Top1T: 92.292091 Train:epoch: 44, loss@min: 1.442976, loss@max: 1.473462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.001289, LT: 0.260007, Top1S: 100.000000, Top1T: 92.616631 Train:epoch: 45, loss@min: 1.445130, loss@max: 1.464693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.001294, LT: 0.261116, Top1S: 100.000000, Top1T: 92.292091 Train:epoch: 46, loss@min: 1.460454, loss@max: 1.450593, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 46, LS: 0.001289, LT: 0.254596, Top1S: 100.000000, Top1T: 92.981743Best acc: 92.981743 Train:epoch: 47, loss@min: 1.435565, loss@max: 1.470132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.001225, LT: 0.256075, Top1S: 100.000000, Top1T: 92.738335 Train:epoch: 48, loss@min: 1.459162, loss@max: 1.426519, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 48, LS: 0.001265, LT: 0.259698, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 49, loss@min: 1.449944, loss@max: 1.470587, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 49, LS: 0.001171, LT: 0.259110, Top1S: 100.000000, Top1T: 92.738335 Train:epoch: 50, loss@min: 1.459660, loss@max: 1.424701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.001207, LT: 0.253672, Top1S: 100.000000, Top1T: 92.616631 Train:epoch: 51, loss@min: 1.466929, loss@max: 1.417786, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 51, LS: 0.001163, LT: 0.250381, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 52, loss@min: 1.438850, loss@max: 1.443656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.001169, LT: 0.251523, Top1S: 100.000000, Top1T: 92.657204 Train:epoch: 53, loss@min: 1.435648, loss@max: 1.444704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.001133, LT: 0.250287, Top1S: 100.000000, Top1T: 92.616631 Train:epoch: 54, loss@min: 1.419117, loss@max: 1.436970, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.001151, LT: 0.254758, Top1S: 100.000000, Top1T: 92.616631 Train:epoch: 55, loss@min: 1.437288, loss@max: 1.410072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.001099, LT: 0.252809, Top1S: 100.000000, Top1T: 92.738335 Train:epoch: 56, loss@min: 1.410242, loss@max: 1.428988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.001120, LT: 0.251539, Top1S: 100.000000, Top1T: 92.616631 Train:epoch: 57, loss@min: 1.432532, loss@max: 1.410232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.001081, LT: 0.247600, Top1S: 100.000000, Top1T: 93.144020Best acc: 93.144020 Train:epoch: 58, loss@min: 1.437964, loss@max: 1.404405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.001083, LT: 0.250243, Top1S: 100.000000, Top1T: 92.778908 Train:epoch: 59, loss@min: 1.399563, loss@max: 1.434597, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.001066, LT: 0.248879, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 60, loss@min: 1.439537, loss@max: 1.394955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.001079, LT: 0.248177, Top1S: 100.000000, Top1T: 92.738335 Train:epoch: 61, loss@min: 1.387463, loss@max: 1.442641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.001045, LT: 0.247880, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 62, loss@min: 1.432154, loss@max: 1.391171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.001059, LT: 0.249260, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 63, loss@min: 1.402697, loss@max: 1.421475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001037, LT: 0.245223, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 64, loss@min: 1.400169, loss@max: 1.410954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001028, LT: 0.248585, Top1S: 100.000000, Top1T: 93.184586Best acc: 93.184586 Train:epoch: 65, loss@min: 1.402843, loss@max: 1.410390, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001037, LT: 0.249119, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 66, loss@min: 1.394525, loss@max: 1.421306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001013, LT: 0.248824, Top1S: 100.000000, Top1T: 92.778908 Train:epoch: 67, loss@min: 1.402241, loss@max: 1.410920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001014, LT: 0.247513, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 68, loss@min: 1.389781, loss@max: 1.416290, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001003, LT: 0.247463, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 69, loss@min: 1.406472, loss@max: 1.400476, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001004, LT: 0.248159, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 70, loss@min: 1.423043, loss@max: 1.382466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000988, LT: 0.247500, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 71, loss@min: 1.389649, loss@max: 1.413299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000990, LT: 0.247938, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 72, loss@min: 1.405157, loss@max: 1.395640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000991, LT: 0.248510, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 73, loss@min: 1.418165, loss@max: 1.382917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000978, LT: 0.248366, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 74, loss@min: 1.390851, loss@max: 1.417458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000980, LT: 0.247681, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 75, loss@min: 1.390456, loss@max: 1.407369, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000977, LT: 0.248596, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 76, loss@min: 1.404643, loss@max: 1.399404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000970, LT: 0.247839, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 77, loss@min: 1.410889, loss@max: 1.387455, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000966, LT: 0.246736, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 78, loss@min: 1.382871, loss@max: 1.414831, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Thu May 25 19:38:43 2023 ------------------------------------------- Train:epoch: 1, loss@min: 10.069069, loss@max: 6.880220, Top1S acc: 1.953125, Top1T acc: 45.703125 Train:epoch: 2, loss@min: 8.251018, loss@max: 5.478951, Top1S acc: 5.859375, Top1T acc: 68.359375 Train:epoch: 3, loss@min: 6.569750, loss@max: 4.772790, Top1S acc: 16.406250, Top1T acc: 83.593750 Train:epoch: 4, loss@min: 5.888951, loss@max: 4.086703, Top1S acc: 24.218750, Top1T acc: 85.937500 Train:epoch: 5, loss@min: 4.702542, loss@max: 3.887639, Top1S acc: 44.921875, Top1T acc: 91.015625 Train:epoch: 6, loss@min: 3.922385, loss@max: 3.703439, Top1S acc: 64.062500, Top1T acc: 92.187500 Train:epoch: 7, loss@min: 3.252659, loss@max: 3.512031, Top1S acc: 86.718750, Top1T acc: 94.921875 Train:epoch: 8, loss@min: 3.087003, loss@max: 3.263797, Top1S acc: 91.015625, Top1T acc: 94.531250 Train:epoch: 9, loss@min: 2.648849, loss@max: 3.161378, Top1S acc: 96.484375, Top1T acc: 96.093750 Train:epoch: 10, loss@min: 2.252226, loss@max: 2.974783, Top1S acc: 98.828125, Top1T acc: 98.437500 Test:epoch: 10, LS: 0.940666, LT: 0.397303, Top1S: 100.000000, Top1T: 88.275864Best acc: 88.275864 Train:epoch: 11, loss@min: 2.232992, loss@max: 2.660311, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 11, LS: 0.753128, LT: 0.379457, Top1S: 100.000000, Top1T: 88.316429Best acc: 88.316429 Train:epoch: 12, loss@min: 1.995295, loss@max: 2.683398, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 12, LS: 0.614843, LT: 0.365701, Top1S: 100.000000, Top1T: 89.371201Best acc: 89.371201 Train:epoch: 13, loss@min: 2.063560, loss@max: 2.310182, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 13, LS: 0.512069, LT: 0.354046, Top1S: 100.000000, Top1T: 89.452332Best acc: 89.452332 Train:epoch: 14, loss@min: 1.942682, loss@max: 2.238120, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 14, LS: 0.433016, LT: 0.371537, Top1S: 100.000000, Top1T: 89.574036Best acc: 89.574036 Train:epoch: 15, loss@min: 1.893304, loss@max: 2.147457, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 15, LS: 0.370955, LT: 0.345722, Top1S: 100.000000, Top1T: 89.614601Best acc: 89.614601 Train:epoch: 16, loss@min: 1.899824, loss@max: 2.048490, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 16, LS: 0.320727, LT: 0.343660, Top1S: 100.000000, Top1T: 89.776878Best acc: 89.776878 Train:epoch: 17, loss@min: 1.808399, loss@max: 1.987488, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 17, LS: 0.281878, LT: 0.356650, Top1S: 100.000000, Top1T: 89.614601 Train:epoch: 18, loss@min: 1.775023, loss@max: 1.893072, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 18, LS: 0.251341, LT: 0.320563, Top1S: 100.000000, Top1T: 90.628807Best acc: 90.628807 Train:epoch: 19, loss@min: 1.705082, loss@max: 1.876614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 19, LS: 0.225570, LT: 0.355446, Top1S: 100.000000, Top1T: 89.898582 Train:epoch: 20, loss@min: 1.712134, loss@max: 1.877982, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 20, LS: 0.204468, LT: 0.335564, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 21, loss@min: 1.801441, loss@max: 1.700069, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 21, LS: 0.186239, LT: 0.342562, Top1S: 100.000000, Top1T: 90.588234 Train:epoch: 22, loss@min: 1.671863, loss@max: 1.832238, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 22, LS: 0.170494, LT: 0.317627, Top1S: 100.000000, Top1T: 90.709938Best acc: 90.709938 Train:epoch: 23, loss@min: 1.792056, loss@max: 1.616645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 23, LS: 0.157599, LT: 0.321721, Top1S: 100.000000, Top1T: 91.237320Best acc: 91.237320 Train:epoch: 24, loss@min: 1.606795, loss@max: 1.775621, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 24, LS: 0.146804, LT: 0.304670, Top1S: 100.000000, Top1T: 91.115616 Train:epoch: 25, loss@min: 1.735301, loss@max: 1.582720, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 25, LS: 0.136204, LT: 0.294377, Top1S: 100.000000, Top1T: 91.480728Best acc: 91.480728 Train:epoch: 26, loss@min: 1.610008, loss@max: 1.696609, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 26, LS: 0.127370, LT: 0.322719, Top1S: 100.000000, Top1T: 89.533470{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Thu May 25 19:56:57 2023 ------------------------------------------- Train:epoch: 1, loss@min: 14.901186, loss@max: 6.672498, Top1S acc: 99.218750, Top1T acc: 29.296875 Train:epoch: 2, loss@min: 11.256153, loss@max: 5.990267, Top1S acc: 100.000000, Top1T acc: 37.500000 Train:epoch: 3, loss@min: 7.759429, loss@max: 4.778853, Top1S acc: 100.000000, Top1T acc: 64.843750 Train:epoch: 4, loss@min: 5.061498, loss@max: 4.144404, Top1S acc: 100.000000, Top1T acc: 60.546875 Train:epoch: 5, loss@min: 3.191132, loss@max: 3.426080, Top1S acc: 100.000000, Top1T acc: 79.687500 Train:epoch: 6, loss@min: 2.830303, loss@max: 2.696871, Top1S acc: 100.000000, Top1T acc: 78.906250 Train:epoch: 7, loss@min: 2.680600, loss@max: 2.365789, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 8, loss@min: 2.340765, loss@max: 2.015670, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 9, loss@min: 1.899067, loss@max: 2.171689, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 10, loss@min: 2.238853, loss@max: 2.032152, Top1S acc: 100.000000, Top1T acc: 91.796875 Test:epoch: 10, LS: 0.002903, LT: 0.434716, Top1S: 100.000000, Top1T: 88.356995Best acc: 88.356995 Train:epoch: 11, loss@min: 2.145779, loss@max: 1.786080, Top1S acc: 100.000000, Top1T acc: 95.312500 Test:epoch: 11, LS: 0.002708, LT: 0.334701, Top1S: 100.000000, Top1T: 90.304260Best acc: 90.304260 Train:epoch: 12, loss@min: 1.702297, loss@max: 1.980469, Top1S acc: 100.000000, Top1T acc: 95.312500 Test:epoch: 12, LS: 0.001765, LT: 0.360030, Top1S: 100.000000, Top1T: 90.020287 Train:epoch: 13, loss@min: 2.009413, loss@max: 1.780226, Top1S acc: 100.000000, Top1T acc: 95.703125 Test:epoch: 13, LS: 0.005766, LT: 0.365877, Top1S: 100.000000, Top1T: 89.574036{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Thu May 25 20:10:16 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.743314, loss@max: 3.782790, Top1S acc: 98.046875, Top1T acc: 66.796875 Train:epoch: 2, loss@min: 3.318401, loss@max: 3.310322, Top1S acc: 100.000000, Top1T acc: 80.468750 Train:epoch: 3, loss@min: 2.849700, loss@max: 2.374284, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 4, loss@min: 2.812356, loss@max: 2.187575, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 5, loss@min: 2.161627, loss@max: 2.356052, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 6, loss@min: 2.303549, loss@max: 1.870993, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 7, loss@min: 1.876480, loss@max: 2.183882, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 8, loss@min: 2.047429, loss@max: 1.827408, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 2.005030, loss@max: 1.970727, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 10, loss@min: 1.865765, loss@max: 1.819709, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 10, LS: 0.001177, LT: 0.334287, Top1S: 100.000000, Top1T: 89.979713Best acc: 89.979713 Train:epoch: 11, loss@min: 1.816530, loss@max: 1.783346, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 11, LS: 0.000366, LT: 0.326455, Top1S: 100.000000, Top1T: 90.628807Best acc: 90.628807 Train:epoch: 12, loss@min: 1.862714, loss@max: 1.869065, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 12, LS: 0.000563, LT: 0.336828, Top1S: 100.000000, Top1T: 90.263695{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Thu May 25 20:22:29 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.743307, loss@max: 3.782795, Top1S acc: 98.046875, Top1T acc: 66.796875 Train:epoch: 2, loss@min: 3.318411, loss@max: 3.310324, Top1S acc: 100.000000, Top1T acc: 80.468750 Train:epoch: 3, loss@min: 2.849694, loss@max: 2.374274, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 4, loss@min: 2.812367, loss@max: 2.187580, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 5, loss@min: 2.161582, loss@max: 2.356089, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 6, loss@min: 2.303603, loss@max: 1.871034, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 7, loss@min: 1.876430, loss@max: 2.183930, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 8, loss@min: 2.047548, loss@max: 1.827362, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 2.004817, loss@max: 1.970858, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 10, loss@min: 1.865783, loss@max: 1.819664, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 10, LS: 0.001176, LT: 0.334284, Top1S: 100.000000, Top1T: 89.979713Best acc: 89.979713 Train:epoch: 11, loss@min: 1.816507, loss@max: 1.783653, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 11, LS: 0.000366, LT: 0.326461, Top1S: 100.000000, Top1T: 90.628807Best acc: 90.628807 Train:epoch: 12, loss@min: 1.862865, loss@max: 1.869051, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 12, LS: 0.000563, LT: 0.336845, Top1S: 100.000000, Top1T: 90.263695 Train:epoch: 13, loss@min: 1.932699, loss@max: 1.604667, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 13, LS: 0.000375, LT: 0.351090, Top1S: 100.000000, Top1T: 90.141991 Train:epoch: 14, loss@min: 1.727092, loss@max: 1.852874, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 14, LS: 0.000356, LT: 0.318247, Top1S: 100.000000, Top1T: 91.075050Best acc: 91.075050 Train:epoch: 15, loss@min: 2.065369, loss@max: 1.826137, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 15, LS: 0.000562, LT: 0.309340, Top1S: 100.000000, Top1T: 91.602432Best acc: 91.602432 Train:epoch: 16, loss@min: 1.798635, loss@max: 1.771850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 16, LS: 0.000416, LT: 0.310014, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 17, loss@min: 1.960338, loss@max: 1.697486, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 17, LS: 0.000344, LT: 0.324148, Top1S: 100.000000, Top1T: 91.156189 Train:epoch: 18, loss@min: 1.938571, loss@max: 1.796464, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 18, LS: 0.000707, LT: 0.319259, Top1S: 100.000000, Top1T: 90.953346 Train:epoch: 19, loss@min: 1.762961, loss@max: 1.838661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 19, LS: 0.000558, LT: 0.310818, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 20, loss@min: 1.867185, loss@max: 1.723287, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 20, LS: 0.005476, LT: 0.333003, Top1S: 100.000000, Top1T: 90.831642 Train:epoch: 21, loss@min: 1.960920, loss@max: 1.848937, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 21, LS: 0.000439, LT: 0.338693, Top1S: 100.000000, Top1T: 90.344826 Train:epoch: 22, loss@min: 1.690969, loss@max: 1.940157, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 22, LS: 0.000458, LT: 0.288321, Top1S: 100.000000, Top1T: 92.170387Best acc: 92.170387 Train:epoch: 23, loss@min: 1.763474, loss@max: 1.867685, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 23, LS: 0.000263, LT: 0.371664, Top1S: 100.000000, Top1T: 90.263695 Train:epoch: 24, loss@min: 1.852102, loss@max: 1.549471, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 24, LS: 0.000280, LT: 0.296018, Top1S: 100.000000, Top1T: 91.075050 Train:epoch: 25, loss@min: 1.741524, loss@max: 1.695107, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 25, LS: 0.000300, LT: 0.302871, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 26, loss@min: 1.768077, loss@max: 1.646885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.000388, LT: 0.309836, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 27, loss@min: 1.750241, loss@max: 1.677918, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 27, LS: 0.000352, LT: 0.284666, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 28, loss@min: 1.737559, loss@max: 1.601683, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 28, LS: 0.000502, LT: 0.342986, Top1S: 100.000000, Top1T: 91.115616 Train:epoch: 29, loss@min: 1.581219, loss@max: 1.811053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.000197, LT: 0.273984, Top1S: 100.000000, Top1T: 92.373222Best acc: 92.373222 Train:epoch: 30, loss@min: 1.668170, loss@max: 1.804487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.000332, LT: 0.289182, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 31, loss@min: 1.636534, loss@max: 1.700209, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 31, LS: 0.000350, LT: 0.286918, Top1S: 100.000000, Top1T: 91.845840 Train:epoch: 32, loss@min: 1.611487, loss@max: 1.649562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.000284, LT: 0.306933, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 33, loss@min: 1.725344, loss@max: 1.688614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.000289, LT: 0.286343, Top1S: 100.000000, Top1T: 91.967545 Train:epoch: 34, loss@min: 1.764028, loss@max: 1.645219, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 34, LS: 0.000320, LT: 0.275130, Top1S: 100.000000, Top1T: 92.535500Best acc: 92.535500 Train:epoch: 35, loss@min: 1.482514, loss@max: 1.649842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.000170, LT: 0.276190, Top1S: 100.000000, Top1T: 92.413795 Train:epoch: 36, loss@min: 1.581069, loss@max: 1.522915, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.000221, LT: 0.285292, Top1S: 100.000000, Top1T: 92.251518 Train:epoch: 37, loss@min: 1.652460, loss@max: 1.685071, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 37, LS: 0.000310, LT: 0.264342, Top1S: 100.000000, Top1T: 92.576065Best acc: 92.576065 Train:epoch: 38, loss@min: 1.645204, loss@max: 1.672107, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 38, LS: 0.000177, LT: 0.275390, Top1S: 100.000000, Top1T: 91.967545 Train:epoch: 39, loss@min: 1.542491, loss@max: 1.763491, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.000232, LT: 0.277567, Top1S: 100.000000, Top1T: 92.494926 Train:epoch: 40, loss@min: 1.774718, loss@max: 1.635274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.000212, LT: 0.269329, Top1S: 100.000000, Top1T: 92.657204Best acc: 92.657204 Train:epoch: 41, loss@min: 1.583168, loss@max: 1.622402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.000141, LT: 0.268833, Top1S: 100.000000, Top1T: 92.454361 Train:epoch: 42, loss@min: 1.560420, loss@max: 1.686353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.000273, LT: 0.271207, Top1S: 100.000000, Top1T: 92.332657 Train:epoch: 43, loss@min: 1.608167, loss@max: 1.521226, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 43, LS: 0.000145, LT: 0.276959, Top1S: 100.000000, Top1T: 92.454361 Train:epoch: 44, loss@min: 1.584783, loss@max: 1.551954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.000238, LT: 0.272924, Top1S: 100.000000, Top1T: 92.494926 Train:epoch: 45, loss@min: 1.542419, loss@max: 1.557225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.000171, LT: 0.268939, Top1S: 100.000000, Top1T: 92.616631 Train:epoch: 46, loss@min: 1.487504, loss@max: 1.524567, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 46, LS: 0.000134, LT: 0.258053, Top1S: 100.000000, Top1T: 92.697769Best acc: 92.697769 Train:epoch: 47, loss@min: 1.501236, loss@max: 1.532432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.000187, LT: 0.260883, Top1S: 100.000000, Top1T: 92.738335Best acc: 92.738335 Train:epoch: 48, loss@min: 1.520668, loss@max: 1.455362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.000138, LT: 0.265873, Top1S: 100.000000, Top1T: 92.778908Best acc: 92.778908 Train:epoch: 49, loss@min: 1.459415, loss@max: 1.534432, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 49, LS: 0.000188, LT: 0.263685, Top1S: 100.000000, Top1T: 92.981743Best acc: 92.981743 Train:epoch: 50, loss@min: 1.458471, loss@max: 1.469646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000138, LT: 0.263089, Top1S: 100.000000, Top1T: 92.738335 Train:epoch: 51, loss@min: 1.524057, loss@max: 1.489542, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 51, LS: 0.000138, LT: 0.257781, Top1S: 100.000000, Top1T: 92.697769 Train:epoch: 52, loss@min: 1.501636, loss@max: 1.412311, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 52, LS: 0.000164, LT: 0.264479, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 53, loss@min: 1.393033, loss@max: 1.485887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000116, LT: 0.258921, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 54, loss@min: 1.443892, loss@max: 1.416763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.000138, LT: 0.259569, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 55, loss@min: 1.442776, loss@max: 1.422641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.000132, LT: 0.258127, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 56, loss@min: 1.427839, loss@max: 1.428550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.000125, LT: 0.258282, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 57, loss@min: 1.451744, loss@max: 1.431667, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000155, LT: 0.255937, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 58, loss@min: 1.424604, loss@max: 1.424972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000133, LT: 0.258661, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 59, loss@min: 1.419292, loss@max: 1.425268, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000117, LT: 0.258598, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 60, loss@min: 1.500325, loss@max: 1.383099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000128, LT: 0.255291, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 61, loss@min: 1.400316, loss@max: 1.438273, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000117, LT: 0.256420, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 62, loss@min: 1.461747, loss@max: 1.391511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000127, LT: 0.255682, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 63, loss@min: 1.394255, loss@max: 1.434550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000113, LT: 0.252091, Top1S: 100.000000, Top1T: 93.225151Best acc: 93.225151 Train:epoch: 64, loss@min: 1.425375, loss@max: 1.392054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000122, LT: 0.255041, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 65, loss@min: 1.377684, loss@max: 1.437098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000117, LT: 0.254383, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 66, loss@min: 1.421988, loss@max: 1.393263, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000115, LT: 0.255784, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 67, loss@min: 1.404872, loss@max: 1.404960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000118, LT: 0.254636, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 68, loss@min: 1.373943, loss@max: 1.428089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000114, LT: 0.254814, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 69, loss@min: 1.405762, loss@max: 1.396057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000116, LT: 0.256192, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 70, loss@min: 1.392118, loss@max: 1.405608, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000111, LT: 0.254610, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 71, loss@min: 1.402151, loss@max: 1.394060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000115, LT: 0.255242, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 72, loss@min: 1.418676, loss@max: 1.386800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000112, LT: 0.257311, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 73, loss@min: 1.400508, loss@max: 1.404979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000114, LT: 0.256748, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 74, loss@min: 1.409225, loss@max: 1.394567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000114, LT: 0.257680, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 75, loss@min: 1.399460, loss@max: 1.392643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000111, LT: 0.258538, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 76, loss@min: 1.404245, loss@max: 1.390285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000114, LT: 0.256888, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 77, loss@min: 1.392709, loss@max: 1.397085, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000110, LT: 0.256551, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 78, loss@min: 1.374310, loss@max: 1.417477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000112, LT: 0.257637, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 79, loss@min: 1.406541, loss@max: 1.386922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000111, LT: 0.257620, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 80, loss@min: 1.395880, loss@max: 1.397380, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000111, LT: 0.258179, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 81, loss@min: 1.398413, loss@max: 1.393209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000111, LT: 0.257959, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 82, loss@min: 1.390674, loss@max: 1.400957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000111, LT: 0.257504, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 83, loss@min: 1.396211, loss@max: 1.392886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000110, LT: 0.257341, Top1S: 100.000000, Top1T: 92.860039{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Thu May 25 22:49:31 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.743312, loss@max: 3.782787, Top1S acc: 98.046875, Top1T acc: 66.796875 Train:epoch: 2, loss@min: 3.318405, loss@max: 3.310320, Top1S acc: 100.000000, Top1T acc: 80.468750 Train:epoch: 3, loss@min: 2.849690, loss@max: 2.374264, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 4, loss@min: 2.812372, loss@max: 2.187572, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 5, loss@min: 2.161556, loss@max: 2.356067, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 6, loss@min: 2.303603, loss@max: 1.871040, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 7, loss@min: 1.876446, loss@max: 2.183913, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 8, loss@min: 2.047576, loss@max: 1.827350, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 2.004827, loss@max: 1.970844, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 10, loss@min: 1.865742, loss@max: 1.819720, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 10, LS: 0.001176, LT: 0.334283, Top1S: 100.000000, Top1T: 89.979713Best acc: 89.979713 Train:epoch: 11, loss@min: 1.816478, loss@max: 1.783640, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 11, LS: 0.000366, LT: 0.326468, Top1S: 100.000000, Top1T: 90.628807Best acc: 90.628807 Train:epoch: 12, loss@min: 1.862851, loss@max: 1.869119, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 12, LS: 0.000563, LT: 0.336854, Top1S: 100.000000, Top1T: 90.263695 Train:epoch: 13, loss@min: 1.932757, loss@max: 1.604752, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 13, LS: 0.000375, LT: 0.351093, Top1S: 100.000000, Top1T: 90.141991 Train:epoch: 14, loss@min: 1.726947, loss@max: 1.852983, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 14, LS: 0.000356, LT: 0.318256, Top1S: 100.000000, Top1T: 91.075050Best acc: 91.075050 Train:epoch: 15, loss@min: 2.065469, loss@max: 1.826222, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 15, LS: 0.000562, LT: 0.309346, Top1S: 100.000000, Top1T: 91.602432Best acc: 91.602432 Train:epoch: 16, loss@min: 1.798486, loss@max: 1.772062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 16, LS: 0.000416, LT: 0.310009, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 17, loss@min: 1.961544, loss@max: 1.697624, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 17, LS: 0.000344, LT: 0.324195, Top1S: 100.000000, Top1T: 91.156189 Train:epoch: 18, loss@min: 1.938068, loss@max: 1.797611, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 18, LS: 0.000707, LT: 0.319282, Top1S: 100.000000, Top1T: 90.953346 Train:epoch: 19, loss@min: 1.762702, loss@max: 1.839056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 19, LS: 0.000560, LT: 0.310855, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 20, loss@min: 1.867876, loss@max: 1.723072, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 20, LS: 0.005478, LT: 0.333052, Top1S: 100.000000, Top1T: 90.791077 Train:epoch: 21, loss@min: 1.959544, loss@max: 1.847342, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 21, LS: 0.000437, LT: 0.338657, Top1S: 100.000000, Top1T: 90.344826 Train:epoch: 22, loss@min: 1.691627, loss@max: 1.938705, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 22, LS: 0.000458, LT: 0.288316, Top1S: 100.000000, Top1T: 92.170387Best acc: 92.170387 Train:epoch: 23, loss@min: 1.762069, loss@max: 1.867888, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 23, LS: 0.000262, LT: 0.371552, Top1S: 100.000000, Top1T: 90.263695 Train:epoch: 24, loss@min: 1.852015, loss@max: 1.546870, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 24, LS: 0.000280, LT: 0.296304, Top1S: 100.000000, Top1T: 91.115616 Train:epoch: 25, loss@min: 1.739131, loss@max: 1.696976, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 25, LS: 0.000299, LT: 0.302883, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 26, loss@min: 1.765507, loss@max: 1.648887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.000390, LT: 0.309728, Top1S: 100.000000, Top1T: 91.318459 Train:epoch: 27, loss@min: 1.748566, loss@max: 1.675184, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 27, LS: 0.000351, LT: 0.284803, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 28, loss@min: 1.735049, loss@max: 1.597538, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 28, LS: 0.000501, LT: 0.342983, Top1S: 100.000000, Top1T: 91.115616 Train:epoch: 29, loss@min: 1.577787, loss@max: 1.805287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.000197, LT: 0.273898, Top1S: 100.000000, Top1T: 92.292091Best acc: 92.292091 Train:epoch: 30, loss@min: 1.672689, loss@max: 1.800838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.000335, LT: 0.289049, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 31, loss@min: 1.633610, loss@max: 1.703564, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 31, LS: 0.000352, LT: 0.286180, Top1S: 100.000000, Top1T: 91.886414 Train:epoch: 32, loss@min: 1.609758, loss@max: 1.650176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.000281, LT: 0.307071, Top1S: 100.000000, Top1T: 91.643005 Train:epoch: 33, loss@min: 1.732659, loss@max: 1.684517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.000285, LT: 0.287082, Top1S: 100.000000, Top1T: 91.926979 Train:epoch: 34, loss@min: 1.769384, loss@max: 1.644096, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 34, LS: 0.000317, LT: 0.274615, Top1S: 100.000000, Top1T: 92.535500Best acc: 92.535500 Train:epoch: 35, loss@min: 1.484523, loss@max: 1.651568, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.000172, LT: 0.275604, Top1S: 100.000000, Top1T: 92.413795 Train:epoch: 36, loss@min: 1.580698, loss@max: 1.516729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.000226, LT: 0.284998, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 37, loss@min: 1.657293, loss@max: 1.699051, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 37, LS: 0.000335, LT: 0.265456, Top1S: 100.000000, Top1T: 92.494926 Train:epoch: 38, loss@min: 1.617232, loss@max: 1.711896, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 38, LS: 0.000169, LT: 0.276934, Top1S: 100.000000, Top1T: 91.886414 Train:epoch: 39, loss@min: 1.535294, loss@max: 1.750088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.000243, LT: 0.278341, Top1S: 100.000000, Top1T: 92.413795 Train:epoch: 40, loss@min: 1.767534, loss@max: 1.604373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.000195, LT: 0.268238, Top1S: 100.000000, Top1T: 92.616631Best acc: 92.616631 Train:epoch: 41, loss@min: 1.613173, loss@max: 1.655223, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 41, LS: 0.000150, LT: 0.269223, Top1S: 100.000000, Top1T: 92.657204Best acc: 92.657204 Train:epoch: 42, loss@min: 1.566651, loss@max: 1.683596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.000231, LT: 0.267981, Top1S: 100.000000, Top1T: 92.210953 Train:epoch: 43, loss@min: 1.679990, loss@max: 1.454672, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 43, LS: 0.000148, LT: 0.275574, Top1S: 100.000000, Top1T: 92.616631 Train:epoch: 44, loss@min: 1.566532, loss@max: 1.697672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.000358, LT: 0.272801, Top1S: 100.000000, Top1T: 92.535500 Train:epoch: 45, loss@min: 1.536264, loss@max: 1.561877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.000150, LT: 0.268959, Top1S: 100.000000, Top1T: 92.494926 Train:epoch: 46, loss@min: 1.522778, loss@max: 1.519099, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 46, LS: 0.000181, LT: 0.259410, Top1S: 100.000000, Top1T: 92.778908Best acc: 92.778908 Train:epoch: 47, loss@min: 1.494242, loss@max: 1.569312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.000172, LT: 0.259362, Top1S: 100.000000, Top1T: 92.778908 Train:epoch: 48, loss@min: 1.506898, loss@max: 1.509255, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 48, LS: 0.000127, LT: 0.269156, Top1S: 100.000000, Top1T: 92.697769 Train:epoch: 49, loss@min: 1.479105, loss@max: 1.514047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.000190, LT: 0.266637, Top1S: 100.000000, Top1T: 92.900612Best acc: 92.900612 Train:epoch: 50, loss@min: 1.482311, loss@max: 1.450518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000137, LT: 0.265205, Top1S: 100.000000, Top1T: 92.778908 Train:epoch: 51, loss@min: 1.486549, loss@max: 1.488516, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 51, LS: 0.000128, LT: 0.257358, Top1S: 100.000000, Top1T: 92.697769 Train:epoch: 52, loss@min: 1.554168, loss@max: 1.392268, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 52, LS: 0.000170, LT: 0.264743, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 53, loss@min: 1.392221, loss@max: 1.518589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000114, LT: 0.258736, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 54, loss@min: 1.471192, loss@max: 1.401645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.000137, LT: 0.260391, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 55, loss@min: 1.418026, loss@max: 1.463490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.000131, LT: 0.257565, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 56, loss@min: 1.435777, loss@max: 1.424317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.000123, LT: 0.257584, Top1S: 100.000000, Top1T: 92.981743Best acc: 92.981743 Train:epoch: 57, loss@min: 1.454614, loss@max: 1.420440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000164, LT: 0.255179, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 58, loss@min: 1.427938, loss@max: 1.418821, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000130, LT: 0.258360, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 59, loss@min: 1.401804, loss@max: 1.445295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000116, LT: 0.258723, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 60, loss@min: 1.501004, loss@max: 1.377697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000125, LT: 0.255488, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 61, loss@min: 1.398807, loss@max: 1.440172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000115, LT: 0.255552, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 62, loss@min: 1.453015, loss@max: 1.408018, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000126, LT: 0.255649, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 63, loss@min: 1.402452, loss@max: 1.434797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000111, LT: 0.252020, Top1S: 100.000000, Top1T: 93.225151Best acc: 93.225151 Train:epoch: 64, loss@min: 1.431905, loss@max: 1.386537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000122, LT: 0.254829, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 65, loss@min: 1.385350, loss@max: 1.433470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000116, LT: 0.254081, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 66, loss@min: 1.416665, loss@max: 1.399473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000114, LT: 0.255636, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 67, loss@min: 1.394925, loss@max: 1.415709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000117, LT: 0.254762, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 68, loss@min: 1.379967, loss@max: 1.422098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000113, LT: 0.254803, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 69, loss@min: 1.407342, loss@max: 1.393798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000116, LT: 0.256064, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 70, loss@min: 1.394770, loss@max: 1.405547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000111, LT: 0.254519, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 71, loss@min: 1.404355, loss@max: 1.393345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000115, LT: 0.254827, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 72, loss@min: 1.420498, loss@max: 1.385324, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000112, LT: 0.256982, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 73, loss@min: 1.398086, loss@max: 1.406559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000113, LT: 0.256446, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 74, loss@min: 1.408414, loss@max: 1.396276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000113, LT: 0.257265, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 75, loss@min: 1.394299, loss@max: 1.397732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000110, LT: 0.257966, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 76, loss@min: 1.403506, loss@max: 1.391066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000113, LT: 0.256429, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 77, loss@min: 1.398141, loss@max: 1.392319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000110, LT: 0.256001, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 78, loss@min: 1.370955, loss@max: 1.422449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000112, LT: 0.257081, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 79, loss@min: 1.411231, loss@max: 1.382665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000111, LT: 0.257064, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 80, loss@min: 1.400185, loss@max: 1.393765, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000110, LT: 0.257696, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 81, loss@min: 1.395290, loss@max: 1.397131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000111, LT: 0.257478, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 82, loss@min: 1.391978, loss@max: 1.399684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000110, LT: 0.257017, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 83, loss@min: 1.396477, loss@max: 1.392504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000110, LT: 0.256852, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 84, loss@min: 1.390852, loss@max: 1.400387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000111, LT: 0.256855, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 85, loss@min: 1.398311, loss@max: 1.392000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000110, LT: 0.256605, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 86, loss@min: 1.406076, loss@max: 1.388672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000109, LT: 0.256668, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 87, loss@min: 1.404331, loss@max: 1.386912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000110, LT: 0.256787, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 88, loss@min: 1.409566, loss@max: 1.383256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000110, LT: 0.256676, Top1S: 100.000000, Top1T: 92.778908 Train:epoch: 89, loss@min: 1.388379, loss@max: 1.401629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000110, LT: 0.256635, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 90, loss@min: 1.391728, loss@max: 1.397804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000109, LT: 0.256406, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 91, loss@min: 1.392697, loss@max: 1.396834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000109, LT: 0.256510, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 92, loss@min: 1.389653, loss@max: 1.399489, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000109, LT: 0.256652, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 93, loss@min: 1.385305, loss@max: 1.402869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000109, LT: 0.256833, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 94, loss@min: 1.396698, loss@max: 1.392032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000109, LT: 0.256929, Top1S: 100.000000, Top1T: 92.860039 Train:epoch: 95, loss@min: 1.403077, loss@max: 1.386846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000109, LT: 0.256917, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 96, loss@min: 1.391499, loss@max: 1.395445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000109, LT: 0.256896, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 97, loss@min: 1.392692, loss@max: 1.397323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000109, LT: 0.256901, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 98, loss@min: 1.386067, loss@max: 1.399680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000109, LT: 0.256905, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 99, loss@min: 1.404114, loss@max: 1.386961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000109, LT: 0.256908, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 100, loss@min: 1.397743, loss@max: 1.402306, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 0.000109, LT: 0.256908, Top1S: 100.000000, Top1T: 92.900612 ------------------------------------------- Fri May 26 00:02:12 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 8, "test_freq": 1} ------------------------------------------- Fri May 26 09:16:46 2023 ------------------------------------------- Train:epoch: 1, loss@min: 7.036198, loss@max: 4.900888, Top1S acc: 94.140625, Top1T acc: 53.906250 Train:epoch: 2, loss@min: 5.635015, loss@max: 4.153025, Top1S acc: 98.046875, Top1T acc: 67.578125 Train:epoch: 3, loss@min: 3.873122, loss@max: 4.094510, Top1S acc: 97.656250, Top1T acc: 80.078125 Train:epoch: 4, loss@min: 2.730080, loss@max: 4.190421, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 5, loss@min: 3.039811, loss@max: 2.932079, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 6, loss@min: 3.125932, loss@max: 2.625252, Top1S acc: 100.000000, Top1T acc: 80.078125 Train:epoch: 7, loss@min: 2.780339, loss@max: 2.848475, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 8, loss@min: 2.620913, loss@max: 2.683809, Top1S acc: 97.656250, Top1T acc: 92.578125 Train:epoch: 9, loss@min: 2.365281, loss@max: 2.310912, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 10, loss@min: 2.400982, loss@max: 2.545705, Top1S acc: 100.000000, Top1T acc: 93.750000 Test:epoch: 10, LS: 0.005237, LT: 1.108326, Top1S: 100.000000, Top1T: 72.616631Best acc: 72.616631 Train:epoch: 11, loss@min: 2.183370, loss@max: 2.361525, Top1S acc: 100.000000, Top1T acc: 95.312500 Test:epoch: 11, LS: 0.001194, LT: 0.943771, Top1S: 100.000000, Top1T: 75.862068Best acc: 75.862068 Train:epoch: 12, loss@min: 2.349861, loss@max: 2.203051, Top1S acc: 100.000000, Top1T acc: 96.484375 Test:epoch: 12, LS: 0.002096, LT: 0.579608, Top1S: 100.000000, Top1T: 85.111565Best acc: 85.111565 Train:epoch: 13, loss@min: 2.136834, loss@max: 2.197867, Top1S acc: 100.000000, Top1T acc: 94.921875 Test:epoch: 13, LS: 0.001779, LT: 0.598240, Top1S: 100.000000, Top1T: 84.624748 Train:epoch: 14, loss@min: 2.059919, loss@max: 2.098881, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 14, LS: 0.003833, LT: 0.598242, Top1S: 100.000000, Top1T: 84.584175 Train:epoch: 15, loss@min: 2.149941, loss@max: 2.057894, Top1S acc: 100.000000, Top1T acc: 96.484375 Test:epoch: 15, LS: 0.002514, LT: 0.681379, Top1S: 100.000000, Top1T: 83.245438 Train:epoch: 16, loss@min: 2.150648, loss@max: 2.068594, Top1S acc: 100.000000, Top1T acc: 97.265625 Test:epoch: 16, LS: 0.002015, LT: 0.556765, Top1S: 100.000000, Top1T: 84.868156 Train:epoch: 17, loss@min: 2.007601, loss@max: 2.143200, Top1S acc: 100.000000, Top1T acc: 95.312500 Test:epoch: 17, LS: 0.001370, LT: 0.554455, Top1S: 100.000000, Top1T: 84.949287 Train:epoch: 18, loss@min: 2.131129, loss@max: 2.081154, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 18, LS: 0.001402, LT: 0.564167, Top1S: 100.000000, Top1T: 85.070992 Train:epoch: 19, loss@min: 2.089447, loss@max: 2.092978, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 19, LS: 0.004177, LT: 0.582833, Top1S: 100.000000, Top1T: 84.462479 Train:epoch: 20, loss@min: 2.133155, loss@max: 2.043505, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 20, LS: 0.007285, LT: 0.570546, Top1S: 100.000000, Top1T: 84.868156 Train:epoch: 21, loss@min: 1.984089, loss@max: 2.105490, Top1S acc: 100.000000, Top1T acc: 97.656250 Test:epoch: 21, LS: 0.000995, LT: 0.630761, Top1S: 100.000000, Top1T: 82.880325 Train:epoch: 22, loss@min: 2.003403, loss@max: 1.979926, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 22, LS: 0.000851, LT: 0.593715, Top1S: 100.000000, Top1T: 83.691681 Train:epoch: 23, loss@min: 1.918526, loss@max: 2.132519, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 23, LS: 0.000533, LT: 0.531420, Top1S: 100.000000, Top1T: 85.395538Best acc: 85.395538 Train:epoch: 24, loss@min: 2.193643, loss@max: 1.837142, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 24, LS: 0.000404, LT: 0.515558, Top1S: 100.000000, Top1T: 85.922920Best acc: 85.922920 Train:epoch: 25, loss@min: 1.953844, loss@max: 1.951236, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 25, LS: 0.000726, LT: 0.439391, Top1S: 100.000000, Top1T: 87.789047Best acc: 87.789047 Train:epoch: 26, loss@min: 1.962403, loss@max: 1.745909, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 26, LS: 0.000770, LT: 0.482892, Top1S: 100.000000, Top1T: 86.693710 Train:epoch: 27, loss@min: 1.902388, loss@max: 1.890684, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 27, LS: 0.000458, LT: 0.494745, Top1S: 100.000000, Top1T: 85.638947 Train:epoch: 28, loss@min: 1.841463, loss@max: 1.870631, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 28, LS: 0.001607, LT: 0.474567, Top1S: 100.000000, Top1T: 86.409737 Train:epoch: 29, loss@min: 2.002015, loss@max: 1.835006, Top1S acc: 98.828125, Top1T acc: 98.437500 Test:epoch: 29, LS: 0.014760, LT: 0.507245, Top1S: 99.391479, Top1T: 85.638947 Train:epoch: 30, loss@min: 2.047558, loss@max: 1.758341, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 30, LS: 0.002115, LT: 0.521806, Top1S: 100.000000, Top1T: 85.963486 Train:epoch: 31, loss@min: 1.934619, loss@max: 1.743765, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 31, LS: 0.000634, LT: 0.578910, Top1S: 100.000000, Top1T: 83.367142 Train:epoch: 32, loss@min: 1.857741, loss@max: 1.940278, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 32, LS: 0.002151, LT: 0.532467, Top1S: 100.000000, Top1T: 85.233269 Train:epoch: 33, loss@min: 1.762015, loss@max: 2.126160, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 33, LS: 0.001061, LT: 0.447873, Top1S: 100.000000, Top1T: 87.342796 Train:epoch: 34, loss@min: 1.827565, loss@max: 1.779493, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 34, LS: 0.001025, LT: 0.438338, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 35, loss@min: 2.033120, loss@max: 1.634141, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 35, LS: 0.001342, LT: 0.515758, Top1S: 100.000000, Top1T: 86.125763 Train:epoch: 36, loss@min: 1.687430, loss@max: 1.834167, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.001943, LT: 0.436075, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 37, loss@min: 1.836299, loss@max: 1.656908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.002036, LT: 0.429302, Top1S: 100.000000, Top1T: 88.438133Best acc: 88.438133 Train:epoch: 38, loss@min: 1.769464, loss@max: 1.844460, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 38, LS: 0.000429, LT: 0.476015, Top1S: 100.000000, Top1T: 87.505074 Train:epoch: 39, loss@min: 1.581654, loss@max: 1.702574, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.000568, LT: 0.441458, Top1S: 100.000000, Top1T: 87.748482 Train:epoch: 40, loss@min: 1.795024, loss@max: 1.568330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.005244, LT: 0.424874, Top1S: 100.000000, Top1T: 87.707909 Train:epoch: 41, loss@min: 1.732487, loss@max: 1.708819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.002042, LT: 0.447725, Top1S: 100.000000, Top1T: 87.626778 Train:epoch: 42, loss@min: 1.634223, loss@max: 1.711241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.000411, LT: 0.499263, Top1S: 100.000000, Top1T: 86.937119 Train:epoch: 43, loss@min: 1.698675, loss@max: 1.638350, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.000274, LT: 0.429182, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 44, loss@min: 1.650370, loss@max: 1.706712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.002398, LT: 0.387118, Top1S: 100.000000, Top1T: 89.127792Best acc: 89.127792 Train:epoch: 45, loss@min: 1.654189, loss@max: 1.590482, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 45, LS: 0.005614, LT: 0.394757, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 46, loss@min: 1.482033, loss@max: 1.674290, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 46, LS: 0.000864, LT: 0.416777, Top1S: 100.000000, Top1T: 88.113594 Train:epoch: 47, loss@min: 1.722148, loss@max: 1.475477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.000335, LT: 0.396406, Top1S: 100.000000, Top1T: 88.640976 Train:epoch: 48, loss@min: 1.580650, loss@max: 1.507458, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 48, LS: 0.000382, LT: 0.390619, Top1S: 100.000000, Top1T: 88.843811 Train:epoch: 49, loss@min: 1.542606, loss@max: 1.504091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.000295, LT: 0.399583, Top1S: 100.000000, Top1T: 88.519272 Train:epoch: 50, loss@min: 1.515710, loss@max: 1.638103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000278, LT: 0.406292, Top1S: 100.000000, Top1T: 87.748482 Train:epoch: 51, loss@min: 1.519896, loss@max: 1.568223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.000257, LT: 0.398164, Top1S: 100.000000, Top1T: 88.600403 Train:epoch: 52, loss@min: 1.493133, loss@max: 1.564671, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 52, LS: 0.000331, LT: 0.379632, Top1S: 100.000000, Top1T: 89.330627Best acc: 89.330627 Train:epoch: 53, loss@min: 1.606055, loss@max: 1.518354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000293, LT: 0.372920, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 54, loss@min: 1.565784, loss@max: 1.491795, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 54, LS: 0.000259, LT: 0.373168, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 55, loss@min: 1.587680, loss@max: 1.441457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.000280, LT: 0.377267, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 56, loss@min: 1.568979, loss@max: 1.455012, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 56, LS: 0.000251, LT: 0.386895, Top1S: 100.000000, Top1T: 88.965515 Train:epoch: 57, loss@min: 1.445984, loss@max: 1.546453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000308, LT: 0.374075, Top1S: 100.000000, Top1T: 89.411766Best acc: 89.411766 Train:epoch: 58, loss@min: 1.508379, loss@max: 1.544695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000269, LT: 0.362143, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 59, loss@min: 1.524022, loss@max: 1.416825, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000220, LT: 0.375501, Top1S: 100.000000, Top1T: 88.843811 Train:epoch: 60, loss@min: 1.456601, loss@max: 1.582513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000226, LT: 0.383369, Top1S: 100.000000, Top1T: 88.803246 Train:epoch: 61, loss@min: 1.433938, loss@max: 1.502860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000250, LT: 0.374060, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 62, loss@min: 1.561364, loss@max: 1.481606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000320, LT: 0.366536, Top1S: 100.000000, Top1T: 88.924950 Train:epoch: 63, loss@min: 1.459565, loss@max: 1.456291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000224, LT: 0.365775, Top1S: 100.000000, Top1T: 88.884384 Train:epoch: 64, loss@min: 1.499994, loss@max: 1.466829, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 64, LS: 0.000203, LT: 0.369682, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 65, loss@min: 1.467178, loss@max: 1.459951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000235, LT: 0.368848, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 66, loss@min: 1.456909, loss@max: 1.476422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000271, LT: 0.371127, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 67, loss@min: 1.502631, loss@max: 1.440877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000251, LT: 0.368781, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 68, loss@min: 1.476355, loss@max: 1.408693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000224, LT: 0.368307, Top1S: 100.000000, Top1T: 88.924950 Train:epoch: 69, loss@min: 1.427987, loss@max: 1.462790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000209, LT: 0.365950, Top1S: 100.000000, Top1T: 88.924950 Train:epoch: 70, loss@min: 1.433339, loss@max: 1.421441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000198, LT: 0.360785, Top1S: 100.000000, Top1T: 88.965515 Train:epoch: 71, loss@min: 1.433939, loss@max: 1.438743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000211, LT: 0.357886, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 72, loss@min: 1.462968, loss@max: 1.428989, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 72, LS: 0.000226, LT: 0.355659, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 73, loss@min: 1.457051, loss@max: 1.408467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000233, LT: 0.358318, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 74, loss@min: 1.430664, loss@max: 1.430850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000220, LT: 0.359322, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 75, loss@min: 1.396610, loss@max: 1.462729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000205, LT: 0.357007, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 76, loss@min: 1.379877, loss@max: 1.457937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000206, LT: 0.353284, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 77, loss@min: 1.416659, loss@max: 1.418834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000213, LT: 0.350792, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 78, loss@min: 1.416752, loss@max: 1.414370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000215, LT: 0.349461, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 79, loss@min: 1.423256, loss@max: 1.398403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000212, LT: 0.348626, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 80, loss@min: 1.440792, loss@max: 1.382065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000209, LT: 0.348729, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 81, loss@min: 1.431633, loss@max: 1.393649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000206, LT: 0.349000, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 82, loss@min: 1.418083, loss@max: 1.408972, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.000206, LT: 0.349291, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 83, loss@min: 1.418179, loss@max: 1.402259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000206, LT: 0.350164, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 84, loss@min: 1.404452, loss@max: 1.407760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000206, LT: 0.351004, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 85, loss@min: 1.401066, loss@max: 1.411416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000206, LT: 0.351021, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 86, loss@min: 1.403906, loss@max: 1.411749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000207, LT: 0.350636, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 87, loss@min: 1.423920, loss@max: 1.404249, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000207, LT: 0.350114, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 88, loss@min: 1.398336, loss@max: 1.413275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000207, LT: 0.349854, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 89, loss@min: 1.431642, loss@max: 1.384184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000207, LT: 0.349829, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 90, loss@min: 1.418520, loss@max: 1.393015, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000206, LT: 0.349834, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 91, loss@min: 1.406647, loss@max: 1.405829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000205, LT: 0.349817, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 92, loss@min: 1.408856, loss@max: 1.405913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000205, LT: 0.349679, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 93, loss@min: 1.397083, loss@max: 1.416930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000205, LT: 0.349541, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 94, loss@min: 1.380267, loss@max: 1.429255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000205, LT: 0.349427, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 95, loss@min: 1.386644, loss@max: 1.430405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000205, LT: 0.349251, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 96, loss@min: 1.407120, loss@max: 1.398975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000205, LT: 0.349143, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 97, loss@min: 1.435488, loss@max: 1.412765, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 97, LS: 0.000205, LT: 0.349100, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 98, loss@min: 1.420850, loss@max: 1.397864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000205, LT: 0.349099, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 99, loss@min: 1.383732, loss@max: 1.423757, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000205, LT: 0.349100, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 100, loss@min: 1.430335, loss@max: 1.390560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000205, LT: 0.349101, Top1S: 100.000000, Top1T: 89.371201 ------------------------------------------- Fri May 26 10:14:15 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 8, "test_freq": 1} ------------------------------------------- Fri May 26 12:02:29 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.359211, loss@max: 5.504230, Top1S acc: 71.484375, Top1T acc: 39.843750 Train:epoch: 2, loss@min: 4.149857, loss@max: 3.866805, Top1S acc: 98.828125, Top1T acc: 64.062500 Train:epoch: 3, loss@min: 2.744628, loss@max: 3.027069, Top1S acc: 99.609375, Top1T acc: 80.859375 Train:epoch: 4, loss@min: 2.650912, loss@max: 2.646915, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 5, loss@min: 2.547801, loss@max: 2.021755, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 6, loss@min: 2.236230, loss@max: 2.097593, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 7, loss@min: 2.000774, loss@max: 2.047466, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 8, loss@min: 2.203494, loss@max: 2.048729, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 9, loss@min: 1.854944, loss@max: 2.029658, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 10, loss@min: 1.986147, loss@max: 1.954413, Top1S acc: 100.000000, Top1T acc: 93.750000 Test:epoch: 10, LS: 0.007594, LT: 0.679184, Top1S: 100.000000, Top1T: 80.527382Best acc: 80.527382 Train:epoch: 11, loss@min: 1.900935, loss@max: 1.835712, Top1S acc: 100.000000, Top1T acc: 96.484375 Test:epoch: 11, LS: 0.007067, LT: 0.638759, Top1S: 100.000000, Top1T: 83.002029Best acc: 83.002029 Train:epoch: 12, loss@min: 1.773744, loss@max: 1.853912, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 12, LS: 0.006785, LT: 0.519373, Top1S: 100.000000, Top1T: 85.233269Best acc: 85.233269 Train:epoch: 13, loss@min: 1.851035, loss@max: 1.771206, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 13, LS: 0.006344, LT: 0.477600, Top1S: 100.000000, Top1T: 85.801216Best acc: 85.801216 Train:epoch: 14, loss@min: 1.623812, loss@max: 1.874405, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 14, LS: 0.005499, LT: 0.502415, Top1S: 100.000000, Top1T: 84.908722 Train:epoch: 15, loss@min: 1.781887, loss@max: 1.739793, Top1S acc: 100.000000, Top1T acc: 96.093750 Test:epoch: 15, LS: 0.005571, LT: 0.501740, Top1S: 100.000000, Top1T: 85.760651 Train:epoch: 16, loss@min: 1.695704, loss@max: 1.673151, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 16, LS: 0.005525, LT: 0.460528, Top1S: 100.000000, Top1T: 86.774849Best acc: 86.774849 Train:epoch: 17, loss@min: 1.627182, loss@max: 1.755141, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 17, LS: 0.004875, LT: 0.446679, Top1S: 100.000000, Top1T: 86.572006 Train:epoch: 18, loss@min: 1.655140, loss@max: 1.662339, Top1S acc: 100.000000, Top1T acc: 97.265625 Test:epoch: 18, LS: 0.004827, LT: 0.432187, Top1S: 100.000000, Top1T: 87.261665Best acc: 87.261665 Train:epoch: 19, loss@min: 1.652065, loss@max: 1.727142, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 19, LS: 0.004974, LT: 0.428159, Top1S: 100.000000, Top1T: 87.789047Best acc: 87.789047 Train:epoch: 20, loss@min: 1.649282, loss@max: 1.658880, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 20, LS: 0.004834, LT: 0.445859, Top1S: 100.000000, Top1T: 86.572006 Train:epoch: 21, loss@min: 1.651368, loss@max: 1.700420, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 21, LS: 0.004569, LT: 0.425829, Top1S: 100.000000, Top1T: 87.910751Best acc: 87.910751 Train:epoch: 22, loss@min: 1.672378, loss@max: 1.582456, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 22, LS: 0.004147, LT: 0.436981, Top1S: 100.000000, Top1T: 87.099388 Train:epoch: 23, loss@min: 1.589742, loss@max: 1.683474, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 23, LS: 0.004164, LT: 0.433187, Top1S: 100.000000, Top1T: 87.748482 Train:epoch: 24, loss@min: 1.713382, loss@max: 1.565679, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 24, LS: 0.004313, LT: 0.411863, Top1S: 100.000000, Top1T: 88.194725Best acc: 88.194725 Train:epoch: 25, loss@min: 1.698333, loss@max: 1.585907, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 25, LS: 0.004001, LT: 0.414797, Top1S: 100.000000, Top1T: 87.870186 Train:epoch: 26, loss@min: 1.624173, loss@max: 1.638519, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 26, LS: 0.003894, LT: 0.422028, Top1S: 100.000000, Top1T: 87.464500 Train:epoch: 27, loss@min: 1.587800, loss@max: 1.523911, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 27, LS: 0.003727, LT: 0.399681, Top1S: 100.000000, Top1T: 88.397568Best acc: 88.397568 Train:epoch: 28, loss@min: 1.598383, loss@max: 1.587255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.003502, LT: 0.397250, Top1S: 100.000000, Top1T: 88.478699Best acc: 88.478699 Train:epoch: 29, loss@min: 1.688592, loss@max: 1.602903, Top1S acc: 100.000000, Top1T acc: 97.656250 Test:epoch: 29, LS: 0.003606, LT: 0.420081, Top1S: 100.000000, Top1T: 87.423935 Train:epoch: 30, loss@min: 1.551381, loss@max: 1.619320, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 30, LS: 0.003430, LT: 0.418224, Top1S: 100.000000, Top1T: 88.032455 Train:epoch: 31, loss@min: 1.585442, loss@max: 1.564978, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 31, LS: 0.003352, LT: 0.403039, Top1S: 100.000000, Top1T: 87.951317 Train:epoch: 32, loss@min: 1.639116, loss@max: 1.512230, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 32, LS: 0.003610, LT: 0.404104, Top1S: 100.000000, Top1T: 87.991890 Train:epoch: 33, loss@min: 1.510829, loss@max: 1.621379, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 33, LS: 0.003458, LT: 0.399607, Top1S: 100.000000, Top1T: 88.113594 Train:epoch: 34, loss@min: 1.483682, loss@max: 1.584361, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 34, LS: 0.003097, LT: 0.422502, Top1S: 100.000000, Top1T: 87.099388 Train:epoch: 35, loss@min: 1.583778, loss@max: 1.556345, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 35, LS: 0.003080, LT: 0.404106, Top1S: 100.000000, Top1T: 88.032455 Train:epoch: 36, loss@min: 1.560929, loss@max: 1.528236, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.003147, LT: 0.379833, Top1S: 100.000000, Top1T: 89.046654Best acc: 89.046654 Train:epoch: 37, loss@min: 1.549192, loss@max: 1.545028, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 37, LS: 0.003134, LT: 0.388430, Top1S: 100.000000, Top1T: 88.438133 Train:epoch: 38, loss@min: 1.498206, loss@max: 1.578315, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 38, LS: 0.002963, LT: 0.393292, Top1S: 100.000000, Top1T: 88.640976 Train:epoch: 39, loss@min: 1.568457, loss@max: 1.484150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.003017, LT: 0.378575, Top1S: 100.000000, Top1T: 88.762680 Train:epoch: 40, loss@min: 1.515817, loss@max: 1.488755, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 40, LS: 0.002948, LT: 0.384408, Top1S: 100.000000, Top1T: 88.924950 Train:epoch: 41, loss@min: 1.476799, loss@max: 1.543923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.002748, LT: 0.407324, Top1S: 100.000000, Top1T: 88.154160 Train:epoch: 42, loss@min: 1.580829, loss@max: 1.508470, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 42, LS: 0.002942, LT: 0.386088, Top1S: 100.000000, Top1T: 88.519272 Train:epoch: 43, loss@min: 1.509928, loss@max: 1.480099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.002822, LT: 0.378372, Top1S: 100.000000, Top1T: 88.722107 Train:epoch: 44, loss@min: 1.490581, loss@max: 1.539867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.002481, LT: 0.395065, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 45, loss@min: 1.473863, loss@max: 1.533323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.002558, LT: 0.376539, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 46, loss@min: 1.481142, loss@max: 1.522435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.002926, LT: 0.367820, Top1S: 100.000000, Top1T: 89.087219Best acc: 89.087219 Train:epoch: 47, loss@min: 1.537620, loss@max: 1.482826, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.002718, LT: 0.375568, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 48, loss@min: 1.580727, loss@max: 1.380973, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 48, LS: 0.002436, LT: 0.373809, Top1S: 100.000000, Top1T: 88.762680 Train:epoch: 49, loss@min: 1.515659, loss@max: 1.487386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.002499, LT: 0.359797, Top1S: 100.000000, Top1T: 89.249496Best acc: 89.249496 Train:epoch: 50, loss@min: 1.465354, loss@max: 1.507059, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.002683, LT: 0.358501, Top1S: 100.000000, Top1T: 89.330627Best acc: 89.330627 Train:epoch: 51, loss@min: 1.465962, loss@max: 1.471178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.002656, LT: 0.375927, Top1S: 100.000000, Top1T: 88.803246 Train:epoch: 52, loss@min: 1.448295, loss@max: 1.522297, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 52, LS: 0.002406, LT: 0.375148, Top1S: 100.000000, Top1T: 88.600403 Train:epoch: 53, loss@min: 1.447649, loss@max: 1.508797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.002385, LT: 0.364099, Top1S: 100.000000, Top1T: 89.411766Best acc: 89.411766 Train:epoch: 54, loss@min: 1.434568, loss@max: 1.514785, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 54, LS: 0.002363, LT: 0.364199, Top1S: 100.000000, Top1T: 89.614601Best acc: 89.614601 Train:epoch: 55, loss@min: 1.487019, loss@max: 1.418521, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 55, LS: 0.002363, LT: 0.363070, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 56, loss@min: 1.458883, loss@max: 1.459321, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 56, LS: 0.002410, LT: 0.357423, Top1S: 100.000000, Top1T: 89.006088 Train:epoch: 57, loss@min: 1.441306, loss@max: 1.455027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.002356, LT: 0.354605, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 58, loss@min: 1.380412, loss@max: 1.523040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.002258, LT: 0.360040, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 59, loss@min: 1.436300, loss@max: 1.443682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.002344, LT: 0.354035, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 60, loss@min: 1.419814, loss@max: 1.493111, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.002341, LT: 0.347485, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 61, loss@min: 1.492543, loss@max: 1.392680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.002207, LT: 0.351878, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 62, loss@min: 1.471401, loss@max: 1.443705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.002137, LT: 0.363042, Top1S: 100.000000, Top1T: 88.640976 Train:epoch: 63, loss@min: 1.411841, loss@max: 1.481576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.002228, LT: 0.359076, Top1S: 100.000000, Top1T: 88.843811 Train:epoch: 64, loss@min: 1.379951, loss@max: 1.498522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.002320, LT: 0.355625, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 65, loss@min: 1.418946, loss@max: 1.457730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.002207, LT: 0.359693, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 66, loss@min: 1.436393, loss@max: 1.443589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.002104, LT: 0.359766, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 67, loss@min: 1.477770, loss@max: 1.401459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.002100, LT: 0.356362, Top1S: 100.000000, Top1T: 88.843811 Train:epoch: 68, loss@min: 1.488674, loss@max: 1.391183, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 68, LS: 0.002148, LT: 0.353598, Top1S: 100.000000, Top1T: 88.965515 Train:epoch: 69, loss@min: 1.447749, loss@max: 1.411775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.002189, LT: 0.354369, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 70, loss@min: 1.432745, loss@max: 1.420141, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.002194, LT: 0.355464, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 71, loss@min: 1.430656, loss@max: 1.419155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.002166, LT: 0.353395, Top1S: 100.000000, Top1T: 89.006088 Train:epoch: 72, loss@min: 1.475498, loss@max: 1.408953, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 72, LS: 0.002140, LT: 0.350474, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 73, loss@min: 1.414274, loss@max: 1.433235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.002111, LT: 0.351363, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 74, loss@min: 1.407165, loss@max: 1.447391, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.002108, LT: 0.352384, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 75, loss@min: 1.424224, loss@max: 1.424031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.002113, LT: 0.352351, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 76, loss@min: 1.425066, loss@max: 1.426610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.002115, LT: 0.351314, Top1S: 100.000000, Top1T: 89.006088 Train:epoch: 77, loss@min: 1.429849, loss@max: 1.405284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.002115, LT: 0.350057, Top1S: 100.000000, Top1T: 89.006088 Train:epoch: 78, loss@min: 1.423679, loss@max: 1.411671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.002112, LT: 0.350134, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 79, loss@min: 1.401577, loss@max: 1.436805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.002106, LT: 0.349692, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 80, loss@min: 1.440732, loss@max: 1.383286, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002095, LT: 0.348804, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 81, loss@min: 1.451319, loss@max: 1.388766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002083, LT: 0.348804, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 82, loss@min: 1.428459, loss@max: 1.412145, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.002075, LT: 0.348883, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 83, loss@min: 1.421465, loss@max: 1.404868, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002071, LT: 0.349132, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 84, loss@min: 1.420238, loss@max: 1.406254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002069, LT: 0.348756, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 85, loss@min: 1.408499, loss@max: 1.413815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002067, LT: 0.348723, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 86, loss@min: 1.408962, loss@max: 1.416819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002065, LT: 0.348974, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 87, loss@min: 1.408459, loss@max: 1.417498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002065, LT: 0.348916, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 88, loss@min: 1.405873, loss@max: 1.423904, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002065, LT: 0.348803, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 89, loss@min: 1.401642, loss@max: 1.417727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002064, LT: 0.348903, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 90, loss@min: 1.418633, loss@max: 1.400356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002063, LT: 0.348888, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 91, loss@min: 1.407960, loss@max: 1.409492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002062, LT: 0.348659, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 92, loss@min: 1.406557, loss@max: 1.417445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002061, LT: 0.348321, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 93, loss@min: 1.411549, loss@max: 1.418441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002061, LT: 0.347899, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 94, loss@min: 1.385395, loss@max: 1.429645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002061, LT: 0.347591, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 95, loss@min: 1.392638, loss@max: 1.423434, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002060, LT: 0.347392, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 96, loss@min: 1.404537, loss@max: 1.412061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002060, LT: 0.347319, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 97, loss@min: 1.441009, loss@max: 1.410088, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 97, LS: 0.002060, LT: 0.347301, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 98, loss@min: 1.425949, loss@max: 1.398924, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002060, LT: 0.347309, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 99, loss@min: 1.398777, loss@max: 1.418667, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002060, LT: 0.347312, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 100, loss@min: 1.423438, loss@max: 1.402674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002060, LT: 0.347312, Top1S: 100.000000, Top1T: 89.452332 ------------------------------------------- Fri May 26 13:00:15 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 4, "test_freq": 1} ------------------------------------------- Fri May 26 19:21:26 2023 ------------------------------------------- Train:epoch: 1, loss@min: 9.261492, loss@max: 6.571316, Top1S acc: 15.625000, Top1T acc: 24.218750 Train:epoch: 2, loss@min: 5.405626, loss@max: 5.002755, Top1S acc: 69.921875, Top1T acc: 61.328125 Train:epoch: 3, loss@min: 3.849012, loss@max: 3.805435, Top1S acc: 89.843750, Top1T acc: 74.609375 Train:epoch: 4, loss@min: 2.750181, loss@max: 3.469236, Top1S acc: 97.656250, Top1T acc: 87.500000 Train:epoch: 5, loss@min: 2.427878, loss@max: 3.166414, Top1S acc: 98.437500, Top1T acc: 89.062500 Train:epoch: 6, loss@min: 2.343782, loss@max: 2.408977, Top1S acc: 99.218750, Top1T acc: 91.796875 Train:epoch: 7, loss@min: 2.614435, loss@max: 1.887144, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 8, loss@min: 2.843012, loss@max: 1.650019, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 9, loss@min: 2.182229, loss@max: 1.824182, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 10, loss@min: 1.975000, loss@max: 1.940889, Top1S acc: 100.000000, Top1T acc: 97.265625 Test:epoch: 10, LS: 0.033381, LT: 0.697618, Top1S: 100.000000, Top1T: 83.407707Best acc: 83.407707 Train:epoch: 11, loss@min: 1.697584, loss@max: 1.928154, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 11, LS: 0.026044, LT: 0.693132, Top1S: 100.000000, Top1T: 82.677483 Train:epoch: 12, loss@min: 1.614947, loss@max: 1.855543, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 12, LS: 0.022711, LT: 0.662952, Top1S: 100.000000, Top1T: 82.393509 Train:epoch: 13, loss@min: 1.690467, loss@max: 1.760825, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 13, LS: 0.021044, LT: 0.611248, Top1S: 100.000000, Top1T: 83.651115Best acc: 83.651115 Train:epoch: 14, loss@min: 1.692757, loss@max: 1.638789, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 14, LS: 0.020049, LT: 0.581607, Top1S: 100.000000, Top1T: 84.584175Best acc: 84.584175 Train:epoch: 15, loss@min: 1.637541, loss@max: 1.652719, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 15, LS: 0.018032, LT: 0.552243, Top1S: 100.000000, Top1T: 84.827583Best acc: 84.827583 Train:epoch: 16, loss@min: 1.632885, loss@max: 1.622582, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 16, LS: 0.013850, LT: 0.518387, Top1S: 100.000000, Top1T: 86.085190Best acc: 86.085190 Train:epoch: 17, loss@min: 1.530562, loss@max: 1.679754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 17, LS: 0.010018, LT: 0.513790, Top1S: 100.000000, Top1T: 85.760651 Train:epoch: 18, loss@min: 1.612715, loss@max: 1.626957, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 18, LS: 0.007602, LT: 0.538279, Top1S: 100.000000, Top1T: 85.233269 Train:epoch: 19, loss@min: 1.693267, loss@max: 1.485854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 19, LS: 0.006273, LT: 0.541520, Top1S: 100.000000, Top1T: 85.517242 Train:epoch: 20, loss@min: 1.618119, loss@max: 1.491529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 20, LS: 0.005611, LT: 0.515067, Top1S: 100.000000, Top1T: 85.922920 Train:epoch: 21, loss@min: 1.529134, loss@max: 1.651400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 21, LS: 0.005204, LT: 0.509149, Top1S: 100.000000, Top1T: 85.598381 Train:epoch: 22, loss@min: 1.461609, loss@max: 1.653300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 22, LS: 0.004868, LT: 0.518227, Top1S: 100.000000, Top1T: 85.760651 Train:epoch: 23, loss@min: 1.455778, loss@max: 1.594412, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 23, LS: 0.004676, LT: 0.519323, Top1S: 100.000000, Top1T: 86.085190 Train:epoch: 24, loss@min: 1.491552, loss@max: 1.557494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 0.004620, LT: 0.498130, Top1S: 100.000000, Top1T: 86.572006Best acc: 86.572006 Train:epoch: 25, loss@min: 1.585353, loss@max: 1.488205, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 25, LS: 0.004545, LT: 0.493908, Top1S: 100.000000, Top1T: 86.612579Best acc: 86.612579 Train:epoch: 26, loss@min: 1.523842, loss@max: 1.509211, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 26, LS: 0.004303, LT: 0.515689, Top1S: 100.000000, Top1T: 86.044624 Train:epoch: 27, loss@min: 1.520345, loss@max: 1.495165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.004063, LT: 0.523191, Top1S: 100.000000, Top1T: 85.557808 Train:epoch: 28, loss@min: 1.427109, loss@max: 1.586601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.003941, LT: 0.506773, Top1S: 100.000000, Top1T: 86.125763 Train:epoch: 29, loss@min: 1.438623, loss@max: 1.543559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.003875, LT: 0.490666, Top1S: 100.000000, Top1T: 86.409737 Train:epoch: 30, loss@min: 1.497734, loss@max: 1.466562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.003800, LT: 0.481986, Top1S: 100.000000, Top1T: 86.855988Best acc: 86.855988 Train:epoch: 31, loss@min: 1.534051, loss@max: 1.439205, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.003690, LT: 0.496170, Top1S: 100.000000, Top1T: 86.328598 Train:epoch: 32, loss@min: 1.458942, loss@max: 1.528827, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.003586, LT: 0.497307, Top1S: 100.000000, Top1T: 86.409737 Train:epoch: 33, loss@min: 1.462657, loss@max: 1.490037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.003550, LT: 0.485574, Top1S: 100.000000, Top1T: 86.572006 Train:epoch: 34, loss@min: 1.471569, loss@max: 1.488293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.003545, LT: 0.480225, Top1S: 100.000000, Top1T: 86.734283 Train:epoch: 35, loss@min: 1.485648, loss@max: 1.466595, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.003498, LT: 0.471358, Top1S: 100.000000, Top1T: 86.734283 Train:epoch: 36, loss@min: 1.464738, loss@max: 1.456943, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.003414, LT: 0.468965, Top1S: 100.000000, Top1T: 86.896553Best acc: 86.896553 Train:epoch: 37, loss@min: 1.440008, loss@max: 1.474960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.003333, LT: 0.467220, Top1S: 100.000000, Top1T: 86.855988 Train:epoch: 38, loss@min: 1.419504, loss@max: 1.519778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.003282, LT: 0.469352, Top1S: 100.000000, Top1T: 87.058823Best acc: 87.058823 Train:epoch: 39, loss@min: 1.455853, loss@max: 1.464289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.003249, LT: 0.463518, Top1S: 100.000000, Top1T: 87.139961Best acc: 87.139961 Train:epoch: 40, loss@min: 1.478040, loss@max: 1.411562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.003236, LT: 0.458143, Top1S: 100.000000, Top1T: 87.018257 Train:epoch: 41, loss@min: 1.449008, loss@max: 1.465667, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.003208, LT: 0.452154, Top1S: 100.000000, Top1T: 87.180527Best acc: 87.180527 Train:epoch: 42, loss@min: 1.441539, loss@max: 1.478117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.003147, LT: 0.452128, Top1S: 100.000000, Top1T: 87.099388 Train:epoch: 43, loss@min: 1.443238, loss@max: 1.453714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.003076, LT: 0.458196, Top1S: 100.000000, Top1T: 86.815414 Train:epoch: 44, loss@min: 1.437979, loss@max: 1.466415, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 44, LS: 0.003040, LT: 0.458926, Top1S: 100.000000, Top1T: 87.099388 Train:epoch: 45, loss@min: 1.447145, loss@max: 1.462925, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.003046, LT: 0.452666, Top1S: 100.000000, Top1T: 87.099388 Train:epoch: 46, loss@min: 1.432698, loss@max: 1.445995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.003046, LT: 0.447917, Top1S: 100.000000, Top1T: 87.342796Best acc: 87.342796 Train:epoch: 47, loss@min: 1.460094, loss@max: 1.440122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.003034, LT: 0.446019, Top1S: 100.000000, Top1T: 87.302231 Train:epoch: 48, loss@min: 1.465629, loss@max: 1.431556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.002978, LT: 0.454003, Top1S: 100.000000, Top1T: 86.896553 Train:epoch: 49, loss@min: 1.431178, loss@max: 1.459226, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.002918, LT: 0.453692, Top1S: 100.000000, Top1T: 86.896553 Train:epoch: 50, loss@min: 1.480041, loss@max: 1.423019, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 50, LS: 0.002899, LT: 0.450252, Top1S: 100.000000, Top1T: 87.302231 Train:epoch: 51, loss@min: 1.450008, loss@max: 1.439681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.002892, LT: 0.449178, Top1S: 100.000000, Top1T: 87.383369Best acc: 87.383369 Train:epoch: 52, loss@min: 1.447922, loss@max: 1.444400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.002885, LT: 0.448197, Top1S: 100.000000, Top1T: 87.545639Best acc: 87.545639 Train:epoch: 53, loss@min: 1.444501, loss@max: 1.437413, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.002881, LT: 0.448656, Top1S: 100.000000, Top1T: 87.464500 Train:epoch: 54, loss@min: 1.430928, loss@max: 1.454208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.002867, LT: 0.445206, Top1S: 100.000000, Top1T: 87.626778Best acc: 87.626778 Train:epoch: 55, loss@min: 1.417887, loss@max: 1.445930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.002834, LT: 0.443884, Top1S: 100.000000, Top1T: 87.505074 Train:epoch: 56, loss@min: 1.417410, loss@max: 1.453358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.002797, LT: 0.445031, Top1S: 100.000000, Top1T: 87.423935 Train:epoch: 57, loss@min: 1.408943, loss@max: 1.456975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.002778, LT: 0.441372, Top1S: 100.000000, Top1T: 87.626778 Train:epoch: 58, loss@min: 1.421825, loss@max: 1.430620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.002764, LT: 0.439902, Top1S: 100.000000, Top1T: 87.586205 Train:epoch: 59, loss@min: 1.452264, loss@max: 1.402291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.002752, LT: 0.441157, Top1S: 100.000000, Top1T: 87.667343Best acc: 87.667343 Train:epoch: 60, loss@min: 1.433861, loss@max: 1.430253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.002742, LT: 0.442018, Top1S: 100.000000, Top1T: 87.423935 Train:epoch: 61, loss@min: 1.435251, loss@max: 1.413493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.002738, LT: 0.438933, Top1S: 100.000000, Top1T: 87.383369 Train:epoch: 62, loss@min: 1.404901, loss@max: 1.444463, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.002733, LT: 0.438097, Top1S: 100.000000, Top1T: 87.221092 Train:epoch: 63, loss@min: 1.414889, loss@max: 1.440636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.002727, LT: 0.438660, Top1S: 100.000000, Top1T: 87.342796 Train:epoch: 64, loss@min: 1.433157, loss@max: 1.422970, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.002707, LT: 0.438614, Top1S: 100.000000, Top1T: 87.423935 Train:epoch: 65, loss@min: 1.428396, loss@max: 1.419799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.002689, LT: 0.438752, Top1S: 100.000000, Top1T: 87.545639 Train:epoch: 66, loss@min: 1.439697, loss@max: 1.413967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.002673, LT: 0.438594, Top1S: 100.000000, Top1T: 87.707909Best acc: 87.707909 Train:epoch: 67, loss@min: 1.395819, loss@max: 1.444181, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.002656, LT: 0.438047, Top1S: 100.000000, Top1T: 87.626778 Train:epoch: 68, loss@min: 1.392415, loss@max: 1.454379, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.002644, LT: 0.437696, Top1S: 100.000000, Top1T: 87.626778 Train:epoch: 69, loss@min: 1.429868, loss@max: 1.409913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.002639, LT: 0.438804, Top1S: 100.000000, Top1T: 87.342796 Train:epoch: 70, loss@min: 1.421649, loss@max: 1.419764, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.002639, LT: 0.438324, Top1S: 100.000000, Top1T: 87.342796 Train:epoch: 71, loss@min: 1.425261, loss@max: 1.424031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.002640, LT: 0.437395, Top1S: 100.000000, Top1T: 87.505074 Train:epoch: 72, loss@min: 1.411434, loss@max: 1.425544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.002639, LT: 0.435757, Top1S: 100.000000, Top1T: 87.505074 Train:epoch: 73, loss@min: 1.404444, loss@max: 1.430102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.002630, LT: 0.435550, Top1S: 100.000000, Top1T: 87.545639 Train:epoch: 74, loss@min: 1.410429, loss@max: 1.422930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.002621, LT: 0.435665, Top1S: 100.000000, Top1T: 87.545639 Train:epoch: 75, loss@min: 1.415600, loss@max: 1.418363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.002613, LT: 0.435712, Top1S: 100.000000, Top1T: 87.545639 Train:epoch: 76, loss@min: 1.404590, loss@max: 1.425935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.002607, LT: 0.436247, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 77, loss@min: 1.393100, loss@max: 1.438083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.002601, LT: 0.436186, Top1S: 100.000000, Top1T: 87.505074 Train:epoch: 78, loss@min: 1.391138, loss@max: 1.436614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.002596, LT: 0.435284, Top1S: 100.000000, Top1T: 87.383369 Train:epoch: 79, loss@min: 1.418452, loss@max: 1.411616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.002592, LT: 0.434632, Top1S: 100.000000, Top1T: 87.464500 Train:epoch: 80, loss@min: 1.435164, loss@max: 1.401014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002588, LT: 0.434180, Top1S: 100.000000, Top1T: 87.505074 Train:epoch: 81, loss@min: 1.443095, loss@max: 1.385709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002587, LT: 0.432551, Top1S: 100.000000, Top1T: 87.423935 Train:epoch: 82, loss@min: 1.408527, loss@max: 1.413956, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002586, LT: 0.431609, Top1S: 100.000000, Top1T: 87.545639 Train:epoch: 83, loss@min: 1.423984, loss@max: 1.401644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002584, LT: 0.431147, Top1S: 100.000000, Top1T: 87.545639 Train:epoch: 84, loss@min: 1.435865, loss@max: 1.392520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002582, LT: 0.431132, Top1S: 100.000000, Top1T: 87.545639 Train:epoch: 85, loss@min: 1.405878, loss@max: 1.427178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002581, LT: 0.431100, Top1S: 100.000000, Top1T: 87.626778 Train:epoch: 86, loss@min: 1.393921, loss@max: 1.432736, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002579, LT: 0.431288, Top1S: 100.000000, Top1T: 87.626778 Train:epoch: 87, loss@min: 1.407123, loss@max: 1.418642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002578, LT: 0.431310, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 88, loss@min: 1.407923, loss@max: 1.410274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002576, LT: 0.431040, Top1S: 100.000000, Top1T: 87.586205 Train:epoch: 89, loss@min: 1.420870, loss@max: 1.406442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002574, LT: 0.430627, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 90, loss@min: 1.392917, loss@max: 1.428755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002573, LT: 0.430377, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 91, loss@min: 1.401973, loss@max: 1.415957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002571, LT: 0.430235, Top1S: 100.000000, Top1T: 87.626778 Train:epoch: 92, loss@min: 1.416461, loss@max: 1.403516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002570, LT: 0.430136, Top1S: 100.000000, Top1T: 87.586205 Train:epoch: 93, loss@min: 1.411876, loss@max: 1.408448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002569, LT: 0.430147, Top1S: 100.000000, Top1T: 87.545639 Train:epoch: 94, loss@min: 1.396600, loss@max: 1.431540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002569, LT: 0.430126, Top1S: 100.000000, Top1T: 87.626778 Train:epoch: 95, loss@min: 1.397276, loss@max: 1.423255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002568, LT: 0.430145, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 96, loss@min: 1.404021, loss@max: 1.418562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002568, LT: 0.430141, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 97, loss@min: 1.405694, loss@max: 1.412240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002568, LT: 0.430140, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 98, loss@min: 1.400737, loss@max: 1.428116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002567, LT: 0.430134, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 99, loss@min: 1.408082, loss@max: 1.411506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002567, LT: 0.430133, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 100, loss@min: 1.429061, loss@max: 1.393221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002567, LT: 0.430133, Top1S: 100.000000, Top1T: 87.667343 ------------------------------------------- Fri May 26 20:12:09 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Sat May 27 09:44:06 2023 ------------------------------------------- Train:epoch: 1, loss@min: 12.895602, loss@max: 7.723498, Top1S acc: 3.000000, Top1T acc: 14.000000 Train:epoch: 2, loss@min: 8.297125, loss@max: 6.070341, Top1S acc: 19.000000, Top1T acc: 35.500000 Train:epoch: 3, loss@min: 5.774012, loss@max: 5.083643, Top1S acc: 45.000000, Top1T acc: 66.500000 Train:epoch: 4, loss@min: 4.357230, loss@max: 4.585247, Top1S acc: 76.000000, Top1T acc: 76.500000 Train:epoch: 5, loss@min: 3.592821, loss@max: 3.857838, Top1S acc: 90.000000, Top1T acc: 89.000000 Train:epoch: 6, loss@min: 3.123429, loss@max: 3.455581, Top1S acc: 95.000000, Top1T acc: 95.000000 Train:epoch: 7, loss@min: 2.600027, loss@max: 3.294461, Top1S acc: 98.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 2.154145, loss@max: 3.208798, Top1S acc: 99.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 1.868033, loss@max: 3.047825, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 2.045707, loss@max: 2.716519, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 10, LS: 0.126739, LT: 1.455492, Top1S: 99.472618, Top1T: 72.413795Best acc: 72.413795 Train:epoch: 11, loss@min: 2.251048, loss@max: 2.255040, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 11, LS: 0.099670, LT: 1.394971, Top1S: 99.472618, Top1T: 73.184586Best acc: 73.184586 Train:epoch: 12, loss@min: 2.434280, loss@max: 1.933375, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 12, LS: 0.081066, LT: 1.335035, Top1S: 99.472618, Top1T: 73.387421Best acc: 73.387421 Train:epoch: 13, loss@min: 2.626066, loss@max: 1.665201, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 13, LS: 0.067581, LT: 1.292039, Top1S: 99.472618, Top1T: 74.645027Best acc: 74.645027 Train:epoch: 14, loss@min: 2.573903, loss@max: 1.513047, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 14, LS: 0.057953, LT: 1.264198, Top1S: 99.472618, Top1T: 74.239349 Train:epoch: 15, loss@min: 2.430200, loss@max: 1.573925, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 15, LS: 0.050907, LT: 1.214258, Top1S: 99.472618, Top1T: 74.969574Best acc: 74.969574 Train:epoch: 16, loss@min: 2.243809, loss@max: 1.672565, Top1S acc: 99.000000, Top1T acc: 97.500000 Test:epoch: 16, LS: 0.045903, LT: 1.149917, Top1S: 99.472618, Top1T: 75.578094Best acc: 75.578094 Train:epoch: 17, loss@min: 1.981490, loss@max: 1.806660, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 17, LS: 0.042629, LT: 1.083305, Top1S: 100.000000, Top1T: 75.496956 Train:epoch: 18, loss@min: 1.867602, loss@max: 1.845426, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 18, LS: 0.040459, LT: 1.032871, Top1S: 100.000000, Top1T: 76.308319Best acc: 76.308319 Train:epoch: 19, loss@min: 1.804948, loss@max: 1.776203, Top1S acc: 100.000000, Top1T acc: 98.500000 Test:epoch: 19, LS: 0.039271, LT: 1.013324, Top1S: 100.000000, Top1T: 76.389450Best acc: 76.389450 Train:epoch: 20, loss@min: 1.670745, loss@max: 1.819218, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 20, LS: 0.038800, LT: 1.002937, Top1S: 100.000000, Top1T: 76.308319 Train:epoch: 21, loss@min: 1.750566, loss@max: 1.776220, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 21, LS: 0.038816, LT: 0.981168, Top1S: 100.000000, Top1T: 76.308319 Train:epoch: 22, loss@min: 1.700477, loss@max: 1.699502, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 22, LS: 0.038643, LT: 0.940849, Top1S: 100.000000, Top1T: 76.795135Best acc: 76.795135 Train:epoch: 23, loss@min: 1.630428, loss@max: 1.688056, Top1S acc: 100.000000, Top1T acc: 98.500000 Test:epoch: 23, LS: 0.037544, LT: 0.896563, Top1S: 100.000000, Top1T: 76.916840Best acc: 76.916840 Train:epoch: 24, loss@min: 1.609690, loss@max: 1.634408, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 24, LS: 0.034763, LT: 0.856994, Top1S: 100.000000, Top1T: 77.160240Best acc: 77.160240 Train:epoch: 25, loss@min: 1.555021, loss@max: 1.660084, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 25, LS: 0.030499, LT: 0.826393, Top1S: 100.000000, Top1T: 77.322517Best acc: 77.322517 Train:epoch: 26, loss@min: 1.546269, loss@max: 1.681450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.025620, LT: 0.807204, Top1S: 100.000000, Top1T: 77.565926Best acc: 77.565926 Train:epoch: 27, loss@min: 1.627777, loss@max: 1.571421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.020963, LT: 0.800362, Top1S: 100.000000, Top1T: 78.255577Best acc: 78.255577 Train:epoch: 28, loss@min: 1.611405, loss@max: 1.520498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.016930, LT: 0.800784, Top1S: 100.000000, Top1T: 78.133873 Train:epoch: 29, loss@min: 1.608658, loss@max: 1.516697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.013734, LT: 0.798235, Top1S: 100.000000, Top1T: 78.539551Best acc: 78.539551 Train:epoch: 30, loss@min: 1.611770, loss@max: 1.508773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.011275, LT: 0.794205, Top1S: 100.000000, Top1T: 78.215012 Train:epoch: 31, loss@min: 1.639987, loss@max: 1.454710, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.009418, LT: 0.789066, Top1S: 100.000000, Top1T: 78.539551 Train:epoch: 32, loss@min: 1.546885, loss@max: 1.557813, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.008060, LT: 0.781758, Top1S: 100.000000, Top1T: 79.148071Best acc: 79.148071 Train:epoch: 33, loss@min: 1.489794, loss@max: 1.569586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.007079, LT: 0.782527, Top1S: 100.000000, Top1T: 79.350914Best acc: 79.350914 Train:epoch: 34, loss@min: 1.476589, loss@max: 1.597392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.006387, LT: 0.784267, Top1S: 100.000000, Top1T: 78.945236 Train:epoch: 35, loss@min: 1.435491, loss@max: 1.616481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.005933, LT: 0.780987, Top1S: 100.000000, Top1T: 79.188644 Train:epoch: 36, loss@min: 1.477523, loss@max: 1.577330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.005653, LT: 0.771873, Top1S: 100.000000, Top1T: 79.350914 Train:epoch: 37, loss@min: 1.484294, loss@max: 1.528870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.005493, LT: 0.760935, Top1S: 100.000000, Top1T: 79.918861Best acc: 79.918861 Train:epoch: 38, loss@min: 1.482647, loss@max: 1.491069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.005401, LT: 0.749286, Top1S: 100.000000, Top1T: 79.918861 Train:epoch: 39, loss@min: 1.514770, loss@max: 1.464344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.005339, LT: 0.740763, Top1S: 100.000000, Top1T: 80.405678Best acc: 80.405678 Train:epoch: 40, loss@min: 1.496460, loss@max: 1.462611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.005284, LT: 0.734239, Top1S: 100.000000, Top1T: 80.243408 Train:epoch: 41, loss@min: 1.495276, loss@max: 1.468421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.005226, LT: 0.727095, Top1S: 100.000000, Top1T: 80.486816Best acc: 80.486816 Train:epoch: 42, loss@min: 1.471927, loss@max: 1.473552, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.005148, LT: 0.726401, Top1S: 100.000000, Top1T: 80.811363Best acc: 80.811363 Train:epoch: 43, loss@min: 1.461679, loss@max: 1.450248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.005045, LT: 0.729669, Top1S: 100.000000, Top1T: 80.770790 Train:epoch: 44, loss@min: 1.464963, loss@max: 1.478801, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.004907, LT: 0.728663, Top1S: 100.000000, Top1T: 80.811363 Train:epoch: 45, loss@min: 1.456510, loss@max: 1.470250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.004743, LT: 0.728590, Top1S: 100.000000, Top1T: 80.973633Best acc: 80.973633 Train:epoch: 46, loss@min: 1.460329, loss@max: 1.470421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.004582, LT: 0.724820, Top1S: 100.000000, Top1T: 81.095337Best acc: 81.095337 Train:epoch: 47, loss@min: 1.526850, loss@max: 1.412649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.004434, LT: 0.717110, Top1S: 100.000000, Top1T: 81.135902Best acc: 81.135902 Train:epoch: 48, loss@min: 1.490968, loss@max: 1.438739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.004310, LT: 0.709434, Top1S: 100.000000, Top1T: 81.379311Best acc: 81.379311 Train:epoch: 49, loss@min: 1.445305, loss@max: 1.483620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.004199, LT: 0.705205, Top1S: 100.000000, Top1T: 81.460449Best acc: 81.460449 Train:epoch: 50, loss@min: 1.435712, loss@max: 1.487241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.004098, LT: 0.704743, Top1S: 100.000000, Top1T: 81.501015Best acc: 81.501015 Train:epoch: 51, loss@min: 1.424370, loss@max: 1.491235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.004012, LT: 0.703886, Top1S: 100.000000, Top1T: 81.703857Best acc: 81.703857 Train:epoch: 52, loss@min: 1.430229, loss@max: 1.469977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.003941, LT: 0.706545, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 53, loss@min: 1.435260, loss@max: 1.470220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.003888, LT: 0.709595, Top1S: 100.000000, Top1T: 81.460449 Train:epoch: 54, loss@min: 1.412786, loss@max: 1.497504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.003851, LT: 0.708855, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 55, loss@min: 1.437651, loss@max: 1.462049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.003827, LT: 0.706341, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 56, loss@min: 1.418876, loss@max: 1.464594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.003813, LT: 0.701897, Top1S: 100.000000, Top1T: 81.703857 Train:epoch: 57, loss@min: 1.484687, loss@max: 1.415346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.003804, LT: 0.698467, Top1S: 100.000000, Top1T: 81.582153 Train:epoch: 58, loss@min: 1.516763, loss@max: 1.386406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.003797, LT: 0.692556, Top1S: 100.000000, Top1T: 81.663284 Train:epoch: 59, loss@min: 1.459735, loss@max: 1.437288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.003793, LT: 0.687838, Top1S: 100.000000, Top1T: 81.663284 Train:epoch: 60, loss@min: 1.456019, loss@max: 1.437258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.003789, LT: 0.686602, Top1S: 100.000000, Top1T: 81.906693Best acc: 81.906693 Train:epoch: 61, loss@min: 1.451813, loss@max: 1.444514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.003785, LT: 0.686844, Top1S: 100.000000, Top1T: 81.906693 Train:epoch: 62, loss@min: 1.416947, loss@max: 1.458334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.003781, LT: 0.687908, Top1S: 100.000000, Top1T: 82.068962Best acc: 82.068962 Train:epoch: 63, loss@min: 1.414014, loss@max: 1.455366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.003776, LT: 0.690229, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 64, loss@min: 1.440141, loss@max: 1.423455, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.003769, LT: 0.692478, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 65, loss@min: 1.435686, loss@max: 1.421036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.003757, LT: 0.696482, Top1S: 100.000000, Top1T: 81.906693 Train:epoch: 66, loss@min: 1.447793, loss@max: 1.428656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.003743, LT: 0.699862, Top1S: 100.000000, Top1T: 81.906693 Train:epoch: 67, loss@min: 1.433451, loss@max: 1.434995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.003730, LT: 0.700224, Top1S: 100.000000, Top1T: 81.947266 Train:epoch: 68, loss@min: 1.435188, loss@max: 1.434437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.003718, LT: 0.697634, Top1S: 100.000000, Top1T: 82.109535Best acc: 82.109535 Train:epoch: 69, loss@min: 1.437557, loss@max: 1.430323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.003707, LT: 0.693569, Top1S: 100.000000, Top1T: 82.150101Best acc: 82.150101 Train:epoch: 70, loss@min: 1.426191, loss@max: 1.434566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.003696, LT: 0.688542, Top1S: 100.000000, Top1T: 81.987831 Train:epoch: 71, loss@min: 1.413994, loss@max: 1.441765, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.003686, LT: 0.682809, Top1S: 100.000000, Top1T: 82.150101 Train:epoch: 72, loss@min: 1.420412, loss@max: 1.434707, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.003676, LT: 0.677951, Top1S: 100.000000, Top1T: 82.231239Best acc: 82.231239 Train:epoch: 73, loss@min: 1.414087, loss@max: 1.449306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.003665, LT: 0.674407, Top1S: 100.000000, Top1T: 82.190666 Train:epoch: 74, loss@min: 1.389616, loss@max: 1.474741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.003655, LT: 0.672881, Top1S: 100.000000, Top1T: 82.190666 Train:epoch: 75, loss@min: 1.399184, loss@max: 1.448035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.003645, LT: 0.672160, Top1S: 100.000000, Top1T: 82.231239 Train:epoch: 76, loss@min: 1.406071, loss@max: 1.451817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.003634, LT: 0.672074, Top1S: 100.000000, Top1T: 82.271805Best acc: 82.271805 Train:epoch: 77, loss@min: 1.442746, loss@max: 1.416917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.003626, LT: 0.672981, Top1S: 100.000000, Top1T: 82.393509Best acc: 82.393509 Train:epoch: 78, loss@min: 1.440610, loss@max: 1.408480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.003618, LT: 0.674561, Top1S: 100.000000, Top1T: 82.352943 Train:epoch: 79, loss@min: 1.429676, loss@max: 1.413792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.003612, LT: 0.676194, Top1S: 100.000000, Top1T: 82.393509 Train:epoch: 80, loss@min: 1.456909, loss@max: 1.391022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.003608, LT: 0.677859, Top1S: 100.000000, Top1T: 82.434074Best acc: 82.434074 Train:epoch: 81, loss@min: 1.438603, loss@max: 1.410668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.003605, LT: 0.678860, Top1S: 100.000000, Top1T: 82.312370 Train:epoch: 82, loss@min: 1.440517, loss@max: 1.403898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.003602, LT: 0.679604, Top1S: 100.000000, Top1T: 82.190666 Train:epoch: 83, loss@min: 1.443363, loss@max: 1.391050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.003600, LT: 0.679668, Top1S: 100.000000, Top1T: 82.190666 Train:epoch: 84, loss@min: 1.430217, loss@max: 1.407381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.003598, LT: 0.679953, Top1S: 100.000000, Top1T: 82.109535 Train:epoch: 85, loss@min: 1.423279, loss@max: 1.417425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.003596, LT: 0.680306, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 86, loss@min: 1.400965, loss@max: 1.435261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.003594, LT: 0.680574, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 87, loss@min: 1.422151, loss@max: 1.415465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.003593, LT: 0.680614, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 88, loss@min: 1.424235, loss@max: 1.415996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.003592, LT: 0.680340, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 89, loss@min: 1.400581, loss@max: 1.435442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.003592, LT: 0.680119, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 90, loss@min: 1.442134, loss@max: 1.400124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.003591, LT: 0.679796, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 91, loss@min: 1.414452, loss@max: 1.419716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.003591, LT: 0.679472, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 92, loss@min: 1.400883, loss@max: 1.432388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.003591, LT: 0.679180, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 93, loss@min: 1.423767, loss@max: 1.411815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.003591, LT: 0.678959, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 94, loss@min: 1.419846, loss@max: 1.418189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.003591, LT: 0.678807, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 95, loss@min: 1.399231, loss@max: 1.441503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.003591, LT: 0.678681, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 96, loss@min: 1.405022, loss@max: 1.430723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.003591, LT: 0.678600, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 97, loss@min: 1.429832, loss@max: 1.414071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.003591, LT: 0.678565, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 98, loss@min: 1.419842, loss@max: 1.413046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.003591, LT: 0.678549, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 99, loss@min: 1.424690, loss@max: 1.407792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.003590, LT: 0.678543, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 100, loss@min: 1.429542, loss@max: 1.401640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.003590, LT: 0.678543, Top1S: 100.000000, Top1T: 82.028397 ------------------------------------------- Sat May 27 10:30:11 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:06:40 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:07:50 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:08:44 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:09:37 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:10:46 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:13:05 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:14:44 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:15:43 2023 ------------------------------------------- Train:epoch: 1, loss@min: 11.956120, loss@max: 7.447930, Top1S acc: 3.000000, Top1T acc: 20.000000 Train:epoch: 2, loss@min: 7.690345, loss@max: 6.373242, Top1S acc: 12.000000, Top1T acc: 59.500000 Train:epoch: 3, loss@min: 5.923011, loss@max: 5.103259, Top1S acc: 30.000000, Top1T acc: 80.000000 Train:epoch: 4, loss@min: 5.307295, loss@max: 4.256114, Top1S acc: 67.000000, Top1T acc: 86.000000 Train:epoch: 5, loss@min: 4.479798, loss@max: 3.786620, Top1S acc: 79.000000, Top1T acc: 91.000000 Train:epoch: 6, loss@min: 3.327225, loss@max: 3.951617, Top1S acc: 88.000000, Top1T acc: 96.000000 Train:epoch: 7, loss@min: 2.439150, loss@max: 4.573302, Top1S acc: 93.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 2.236338, loss@max: 4.323499, Top1S acc: 98.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 2.030364, loss@max: 3.948851, Top1S acc: 98.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 2.306452, loss@max: 3.449025, Top1S acc: 99.000000, Top1T acc: 97.500000 Test:epoch: 10, LS: 0.297005, LT: 2.175250, Top1S: 99.472618, Top1T: 59.432049Best acc: 59.432049 Train:epoch: 11, loss@min: 2.395842, loss@max: 3.044479, Top1S acc: 99.000000, Top1T acc: 97.000000 Test:epoch: 11, LS: 0.225021, LT: 2.170691, Top1S: 99.472618, Top1T: 59.107506 Train:epoch: 12, loss@min: 2.570539, loss@max: 2.580336, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 12, LS: 0.173574, LT: 2.251551, Top1S: 99.472618, Top1T: 57.444218 Train:epoch: 13, loss@min: 2.532781, loss@max: 2.597265, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 13, LS: 0.138285, LT: 2.276911, Top1S: 99.472618, Top1T: 56.754562 Train:epoch: 14, loss@min: 2.408366, loss@max: 2.471717, Top1S acc: 99.000000, Top1T acc: 99.500000 Test:epoch: 14, LS: 0.113485, LT: 2.255981, Top1S: 100.000000, Top1T: 57.809330 Train:epoch: 15, loss@min: 2.584461, loss@max: 2.269085, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 15, LS: 0.096240, LT: 2.272008, Top1S: 100.000000, Top1T: 58.701824 Train:epoch: 16, loss@min: 2.481801, loss@max: 2.107145, Top1S acc: 100.000000, Top1T acc: 98.500000 Test:epoch: 16, LS: 0.083153, LT: 2.286647, Top1S: 100.000000, Top1T: 58.985802 Train:epoch: 17, loss@min: 2.351311, loss@max: 2.191877, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 17, LS: 0.072609, LT: 2.335205, Top1S: 100.000000, Top1T: 59.310345 Train:epoch: 18, loss@min: 2.308762, loss@max: 2.143795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 18, LS: 0.063860, LT: 2.366009, Top1S: 100.000000, Top1T: 58.823528 Train:epoch: 19, loss@min: 2.410218, loss@max: 2.136530, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 19, LS: 0.057025, LT: 2.318746, Top1S: 100.000000, Top1T: 59.148075 Train:epoch: 20, loss@min: 2.172391, loss@max: 2.121305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 20, LS: 0.051537, LT: 2.299211, Top1S: 100.000000, Top1T: 59.026371 Train:epoch: 21, loss@min: 2.197934, loss@max: 2.046041, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 21, LS: 0.047279, LT: 2.299164, Top1S: 100.000000, Top1T: 58.498985 Train:epoch: 22, loss@min: 1.980032, loss@max: 2.214365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 22, LS: 0.043814, LT: 2.315618, Top1S: 100.000000, Top1T: 58.133873 Train:epoch: 23, loss@min: 1.917859, loss@max: 2.180047, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 23, LS: 0.041189, LT: 2.322276, Top1S: 100.000000, Top1T: 57.931034 Train:epoch: 24, loss@min: 1.969279, loss@max: 2.286385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 0.039189, LT: 2.312294, Top1S: 100.000000, Top1T: 58.093307 Train:epoch: 25, loss@min: 1.864962, loss@max: 2.164304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.037286, LT: 2.315712, Top1S: 100.000000, Top1T: 58.661259 Train:epoch: 26, loss@min: 1.914726, loss@max: 2.017613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.035199, LT: 2.289401, Top1S: 100.000000, Top1T: 59.229210 Train:epoch: 27, loss@min: 1.900760, loss@max: 1.934865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.033032, LT: 2.309044, Top1S: 100.000000, Top1T: 58.904667 Train:epoch: 28, loss@min: 1.909734, loss@max: 2.035993, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.030975, LT: 2.340503, Top1S: 100.000000, Top1T: 58.661259 Train:epoch: 29, loss@min: 1.842621, loss@max: 2.008620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.029294, LT: 2.364670, Top1S: 100.000000, Top1T: 57.768764 Train:epoch: 30, loss@min: 1.919489, loss@max: 1.979860, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 30, LS: 0.027680, LT: 2.393858, Top1S: 100.000000, Top1T: 56.713997 Train:epoch: 31, loss@min: 1.970282, loss@max: 1.865544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.025989, LT: 2.404857, Top1S: 100.000000, Top1T: 56.146046 Train:epoch: 32, loss@min: 1.970884, loss@max: 1.976375, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 32, LS: 0.024274, LT: 2.338927, Top1S: 100.000000, Top1T: 58.133873 Train:epoch: 33, loss@min: 1.849164, loss@max: 1.934009, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 33, LS: 0.022491, LT: 2.256094, Top1S: 100.000000, Top1T: 58.945232 Train:epoch: 34, loss@min: 1.897720, loss@max: 1.763599, Top1S acc: 100.000000, Top1T acc: 98.500000 Test:epoch: 34, LS: 0.020816, LT: 2.199536, Top1S: 100.000000, Top1T: 59.391479 Train:epoch: 35, loss@min: 1.856375, loss@max: 1.735941, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:32:21 2023 ------------------------------------------- Train:epoch: 1, loss@min: 16.478855, loss@max: 9.466183, Top1S acc: 1.000000, Top1T acc: 8.500000 Train:epoch: 2, loss@min: 12.612476, loss@max: 7.847089, Top1S acc: 1.500000, Top1T acc: 26.000000 Train:epoch: 3, loss@min: 11.021996, loss@max: 7.163404, Top1S acc: 0.500000, Top1T acc: 43.500000 Train:epoch: 4, loss@min: 10.486470, loss@max: 7.182628, Top1S acc: 1.000000, Top1T acc: 52.500000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:34:02 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:34:52 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:36:01 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:38:57 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:40:25 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 10:47:20 2023 ------------------------------------------- Train:epoch: 1, loss@min: 12.895602, loss@max: 7.723498, Top1S acc: 3.000000, Top1T acc: 14.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:11:02 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:16:00 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:17:04 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:26:29 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:26:52 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:27:44 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:29:10 2023 ------------------------------------------- Train:epoch: 1, loss@min: 38.007744, loss@max: 22.284750, Top1S acc: 6.000000, Top1T acc: 8.000000 Train:epoch: 2, loss@min: 19.785192, loss@max: 15.266335, Top1S acc: 31.000000, Top1T acc: 25.000000 Train:epoch: 3, loss@min: 9.875464, loss@max: 11.417375, Top1S acc: 66.000000, Top1T acc: 47.500000 Train:epoch: 4, loss@min: 6.768771, loss@max: 9.976307, Top1S acc: 82.000000, Top1T acc: 64.500000 Train:epoch: 5, loss@min: 7.575937, loss@max: 9.423807, Top1S acc: 91.000000, Top1T acc: 79.500000 Train:epoch: 6, loss@min: 6.935250, loss@max: 8.035846, Top1S acc: 90.000000, Top1T acc: 88.000000 Train:epoch: 7, loss@min: 5.837999, loss@max: 7.232947, Top1S acc: 98.000000, Top1T acc: 89.500000 Train:epoch: 8, loss@min: 5.353298, loss@max: 6.652284, Top1S acc: 97.000000, Top1T acc: 93.500000 Train:epoch: 9, loss@min: 5.592766, loss@max: 5.682748, Top1S acc: 98.000000, Top1T acc: 95.000000 Train:epoch: 10, loss@min: 5.644161, loss@max: 4.999855, Top1S acc: 98.000000, Top1T acc: 97.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:31:57 2023 ------------------------------------------- Train:epoch: 1, loss@min: 38.007744, loss@max: 22.284750, Top1S acc: 6.000000, Top1T acc: 8.000000 Train:epoch: 2, loss@min: 19.785192, loss@max: 15.266335, Top1S acc: 31.000000, Top1T acc: 25.000000 Train:epoch: 3, loss@min: 9.875464, loss@max: 11.417375, Top1S acc: 66.000000, Top1T acc: 47.500000 Train:epoch: 4, loss@min: 6.768771, loss@max: 9.976307, Top1S acc: 82.000000, Top1T acc: 64.500000 Train:epoch: 5, loss@min: 7.575937, loss@max: 9.423807, Top1S acc: 91.000000, Top1T acc: 79.500000 Train:epoch: 6, loss@min: 6.935250, loss@max: 8.035846, Top1S acc: 90.000000, Top1T acc: 88.000000 Train:epoch: 7, loss@min: 5.837999, loss@max: 7.232947, Top1S acc: 98.000000, Top1T acc: 89.500000 Train:epoch: 8, loss@min: 5.353298, loss@max: 6.652284, Top1S acc: 97.000000, Top1T acc: 93.500000 Train:epoch: 9, loss@min: 5.592766, loss@max: 5.682748, Top1S acc: 98.000000, Top1T acc: 95.000000 Train:epoch: 10, loss@min: 5.644161, loss@max: 4.999855, Top1S acc: 98.000000, Top1T acc: 97.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:33:21 2023 ------------------------------------------- Train:epoch: 1, loss@min: 38.007744, loss@max: 22.284750, Top1S acc: 6.000000, Top1T acc: 8.000000 Train:epoch: 2, loss@min: 19.785192, loss@max: 15.266335, Top1S acc: 31.000000, Top1T acc: 25.000000 Train:epoch: 3, loss@min: 9.875464, loss@max: 11.417375, Top1S acc: 66.000000, Top1T acc: 47.500000 Train:epoch: 4, loss@min: 6.768771, loss@max: 9.976307, Top1S acc: 82.000000, Top1T acc: 64.500000 Train:epoch: 5, loss@min: 7.575937, loss@max: 9.423807, Top1S acc: 91.000000, Top1T acc: 79.500000 Train:epoch: 6, loss@min: 6.935250, loss@max: 8.035846, Top1S acc: 90.000000, Top1T acc: 88.000000 Train:epoch: 7, loss@min: 5.837999, loss@max: 7.232947, Top1S acc: 98.000000, Top1T acc: 89.500000 Train:epoch: 8, loss@min: 5.353298, loss@max: 6.652284, Top1S acc: 97.000000, Top1T acc: 93.500000 Train:epoch: 9, loss@min: 5.592766, loss@max: 5.682748, Top1S acc: 98.000000, Top1T acc: 95.000000 Train:epoch: 10, loss@min: 5.644161, loss@max: 4.999855, Top1S acc: 98.000000, Top1T acc: 97.000000 Test:epoch: 10, LS: 0.276025, LT: 1.605850, Top1S: 93.711967, Top1T: 68.884384Best acc: 68.884384 Train:epoch: 11, loss@min: 5.244284, loss@max: 4.182291, Top1S acc: 97.000000, Top1T acc: 97.500000 Test:epoch: 11, LS: 0.257081, LT: 1.488310, Top1S: 98.539551, Top1T: 70.263695Best acc: 70.263695 Train:epoch: 12, loss@min: 5.055629, loss@max: 4.246355, Top1S acc: 97.000000, Top1T acc: 98.000000 Test:epoch: 12, LS: 0.240583, LT: 1.389607, Top1S: 97.971603, Top1T: 71.602432Best acc: 71.602432 Train:epoch: 13, loss@min: 4.936935, loss@max: 3.924672, Top1S acc: 96.000000, Top1T acc: 99.000000 Test:epoch: 13, LS: 0.236705, LT: 1.340980, Top1S: 98.823532, Top1T: 72.413795Best acc: 72.413795 Train:epoch: 14, loss@min: 4.187133, loss@max: 3.343752, Top1S acc: 98.000000, Top1T acc: 99.000000 Test:epoch: 14, LS: 0.211429, LT: 1.343533, Top1S: 98.823532, Top1T: 72.048683 Train:epoch: 15, loss@min: 3.613300, loss@max: 3.348045, Top1S acc: 98.000000, Top1T acc: 98.000000 Test:epoch: 15, LS: 0.184596, LT: 1.328480, Top1S: 98.823532, Top1T: 71.805275 Train:epoch: 16, loss@min: 3.338733, loss@max: 3.860487, Top1S acc: 98.000000, Top1T acc: 97.000000 Test:epoch: 16, LS: 0.135143, LT: 1.282468, Top1S: 98.823532, Top1T: 72.413795 Train:epoch: 17, loss@min: 3.363005, loss@max: 3.794970, Top1S acc: 98.000000, Top1T acc: 98.000000 Test:epoch: 17, LS: 0.092755, LT: 1.228971, Top1S: 99.391479, Top1T: 73.671402Best acc: 73.671402 Train:epoch: 18, loss@min: 3.386322, loss@max: 3.145911, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 18, LS: 0.061083, LT: 1.185075, Top1S: 99.391479, Top1T: 74.158218Best acc: 74.158218 Train:epoch: 19, loss@min: 3.344275, loss@max: 2.432530, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 19, LS: 0.039393, LT: 1.149147, Top1S: 99.391479, Top1T: 74.442192Best acc: 74.442192 Train:epoch: 20, loss@min: 3.024857, loss@max: 2.544667, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 20, LS: 0.021206, LT: 1.115134, Top1S: 98.782959, Top1T: 74.645027Best acc: 74.645027 Train:epoch: 21, loss@min: 2.809858, loss@max: 2.926492, Top1S acc: 98.000000, Top1T acc: 97.000000 Test:epoch: 21, LS: 0.009785, LT: 1.083306, Top1S: 99.391479, Top1T: 74.969574Best acc: 74.969574 Train:epoch: 22, loss@min: 2.577085, loss@max: 2.944869, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 22, LS: 0.002650, LT: 1.051725, Top1S: 100.000000, Top1T: 75.050713Best acc: 75.050713 Train:epoch: 23, loss@min: 2.649364, loss@max: 2.356004, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 23, LS: 0.000308, LT: 1.020760, Top1S: 100.000000, Top1T: 75.172417Best acc: 75.172417 Train:epoch: 24, loss@min: 2.716539, loss@max: 2.153237, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 24, LS: 0.000018, LT: 0.991542, Top1S: 100.000000, Top1T: 75.578094Best acc: 75.578094 Train:epoch: 25, loss@min: 2.428319, loss@max: 2.316724, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 25, LS: 0.000000, LT: 0.959431, Top1S: 100.000000, Top1T: 76.227180Best acc: 76.227180 Train:epoch: 26, loss@min: 1.990534, loss@max: 2.630129, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 26, LS: 0.000000, LT: 0.933753, Top1S: 100.000000, Top1T: 76.592293Best acc: 76.592293 Train:epoch: 27, loss@min: 1.885162, loss@max: 2.531024, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 27, LS: 0.000000, LT: 0.922637, Top1S: 100.000000, Top1T: 76.754562Best acc: 76.754562 Train:epoch: 28, loss@min: 2.042365, loss@max: 2.306875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.000001, LT: 0.927804, Top1S: 100.000000, Top1T: 76.348885 Train:epoch: 29, loss@min: 2.238956, loss@max: 2.029464, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 29, LS: 0.000011, LT: 0.929486, Top1S: 100.000000, Top1T: 76.511154 Train:epoch: 30, loss@min: 2.396392, loss@max: 1.836292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.000026, LT: 0.920937, Top1S: 100.000000, Top1T: 76.511154 Train:epoch: 31, loss@min: 2.217075, loss@max: 1.780622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.000007, LT: 0.903191, Top1S: 100.000000, Top1T: 76.916840Best acc: 76.916840 Train:epoch: 32, loss@min: 1.900202, loss@max: 2.024293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.000001, LT: 0.880536, Top1S: 100.000000, Top1T: 77.768761Best acc: 77.768761 Train:epoch: 33, loss@min: 1.748696, loss@max: 2.087196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.000000, LT: 0.868821, Top1S: 100.000000, Top1T: 77.971603Best acc: 77.971603 Train:epoch: 34, loss@min: 1.761991, loss@max: 1.980179, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.000000, LT: 0.869072, Top1S: 100.000000, Top1T: 78.336716Best acc: 78.336716 Train:epoch: 35, loss@min: 1.831480, loss@max: 1.819549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.000001, LT: 0.877261, Top1S: 100.000000, Top1T: 78.296150 Train:epoch: 36, loss@min: 1.902195, loss@max: 1.713492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.000003, LT: 0.888804, Top1S: 100.000000, Top1T: 78.133873 Train:epoch: 37, loss@min: 1.825985, loss@max: 1.757541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.000017, LT: 0.900368, Top1S: 100.000000, Top1T: 77.768761 Train:epoch: 38, loss@min: 1.654749, loss@max: 1.764974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.000019, LT: 0.908012, Top1S: 100.000000, Top1T: 77.363083 Train:epoch: 39, loss@min: 1.687519, loss@max: 1.748683, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.000004, LT: 0.908488, Top1S: 100.000000, Top1T: 77.606491 Train:epoch: 40, loss@min: 1.633535, loss@max: 1.750486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.000001, LT: 0.898135, Top1S: 100.000000, Top1T: 77.647057 Train:epoch: 41, loss@min: 1.560795, loss@max: 1.720772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.000001, LT: 0.883789, Top1S: 100.000000, Top1T: 77.931038 Train:epoch: 42, loss@min: 1.556013, loss@max: 1.744514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.000004, LT: 0.876167, Top1S: 100.000000, Top1T: 77.971603 Train:epoch: 43, loss@min: 1.642754, loss@max: 1.628957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.000023, LT: 0.874167, Top1S: 100.000000, Top1T: 78.052742 Train:epoch: 44, loss@min: 1.725212, loss@max: 1.469320, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.000030, LT: 0.874901, Top1S: 100.000000, Top1T: 78.174446 Train:epoch: 45, loss@min: 1.682642, loss@max: 1.503327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.000013, LT: 0.882046, Top1S: 100.000000, Top1T: 78.133873 Train:epoch: 46, loss@min: 1.548870, loss@max: 1.605188, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.000005, LT: 0.887457, Top1S: 100.000000, Top1T: 78.215012 Train:epoch: 47, loss@min: 1.512851, loss@max: 1.580107, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:53:55 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Mon May 29 17:54:46 2023 ------------------------------------------- Train:epoch: 1, loss@min: 12.895601, loss@max: 7.723498, Top1S acc: 3.000000, Top1T acc: 14.000000 Train:epoch: 2, loss@min: 8.297124, loss@max: 6.070341, Top1S acc: 19.000000, Top1T acc: 35.500000 Train:epoch: 3, loss@min: 5.774012, loss@max: 5.083643, Top1S acc: 45.000000, Top1T acc: 66.500000 Train:epoch: 4, loss@min: 4.357229, loss@max: 4.585247, Top1S acc: 76.000000, Top1T acc: 76.500000 Train:epoch: 5, loss@min: 3.592821, loss@max: 3.857838, Top1S acc: 90.000000, Top1T acc: 89.000000 Train:epoch: 6, loss@min: 3.123429, loss@max: 3.455581, Top1S acc: 95.000000, Top1T acc: 95.000000 Train:epoch: 7, loss@min: 2.600027, loss@max: 3.294461, Top1S acc: 98.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 2.154146, loss@max: 3.208798, Top1S acc: 99.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 1.868033, loss@max: 3.047826, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 2.045706, loss@max: 2.716519, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 10, LS: 0.126739, LT: 1.455492, Top1S: 99.472618, Top1T: 72.413795Best acc: 72.413795 Train:epoch: 11, loss@min: 2.251047, loss@max: 2.255041, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 11, LS: 0.099670, LT: 1.394971, Top1S: 99.472618, Top1T: 73.184586Best acc: 73.184586 Train:epoch: 12, loss@min: 2.434280, loss@max: 1.933375, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 12, LS: 0.081066, LT: 1.335035, Top1S: 99.472618, Top1T: 73.387421Best acc: 73.387421 Train:epoch: 13, loss@min: 2.626067, loss@max: 1.665200, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 13, LS: 0.067581, LT: 1.292039, Top1S: 99.472618, Top1T: 74.645027Best acc: 74.645027 Train:epoch: 14, loss@min: 2.573904, loss@max: 1.513047, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 14, LS: 0.057953, LT: 1.264198, Top1S: 99.472618, Top1T: 74.239349 Train:epoch: 15, loss@min: 2.430200, loss@max: 1.573925, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 15, LS: 0.050907, LT: 1.214257, Top1S: 99.472618, Top1T: 74.969574Best acc: 74.969574 Train:epoch: 16, loss@min: 2.243809, loss@max: 1.672565, Top1S acc: 99.000000, Top1T acc: 97.500000 Test:epoch: 16, LS: 0.045903, LT: 1.149917, Top1S: 99.472618, Top1T: 75.578094Best acc: 75.578094 Train:epoch: 17, loss@min: 1.981490, loss@max: 1.806661, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 17, LS: 0.042629, LT: 1.083304, Top1S: 100.000000, Top1T: 75.496956 Train:epoch: 18, loss@min: 1.867602, loss@max: 1.845426, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 18, LS: 0.040459, LT: 1.032871, Top1S: 100.000000, Top1T: 76.308319Best acc: 76.308319 Train:epoch: 19, loss@min: 1.804948, loss@max: 1.776203, Top1S acc: 100.000000, Top1T acc: 98.500000 Test:epoch: 19, LS: 0.039271, LT: 1.013324, Top1S: 100.000000, Top1T: 76.389450Best acc: 76.389450 Train:epoch: 20, loss@min: 1.670745, loss@max: 1.819218, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 20, LS: 0.038800, LT: 1.002937, Top1S: 100.000000, Top1T: 76.308319 Train:epoch: 21, loss@min: 1.750566, loss@max: 1.776220, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 21, LS: 0.038816, LT: 0.981168, Top1S: 100.000000, Top1T: 76.308319 Train:epoch: 22, loss@min: 1.700477, loss@max: 1.699502, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 22, LS: 0.038643, LT: 0.940849, Top1S: 100.000000, Top1T: 76.795135Best acc: 76.795135 Train:epoch: 23, loss@min: 1.630429, loss@max: 1.688056, Top1S acc: 100.000000, Top1T acc: 98.500000 Test:epoch: 23, LS: 0.037544, LT: 0.896564, Top1S: 100.000000, Top1T: 76.916840Best acc: 76.916840 Train:epoch: 24, loss@min: 1.609690, loss@max: 1.634408, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 24, LS: 0.034763, LT: 0.856994, Top1S: 100.000000, Top1T: 77.160240Best acc: 77.160240 Train:epoch: 25, loss@min: 1.555021, loss@max: 1.660084, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 25, LS: 0.030499, LT: 0.826393, Top1S: 100.000000, Top1T: 77.322517Best acc: 77.322517 Train:epoch: 26, loss@min: 1.546269, loss@max: 1.681450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.025620, LT: 0.807204, Top1S: 100.000000, Top1T: 77.565926Best acc: 77.565926 Train:epoch: 27, loss@min: 1.627777, loss@max: 1.571422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.020963, LT: 0.800362, Top1S: 100.000000, Top1T: 78.255577Best acc: 78.255577 Train:epoch: 28, loss@min: 1.611404, loss@max: 1.520499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.016930, LT: 0.800784, Top1S: 100.000000, Top1T: 78.133873 Train:epoch: 29, loss@min: 1.608658, loss@max: 1.516697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.013734, LT: 0.798236, Top1S: 100.000000, Top1T: 78.539551Best acc: 78.539551 Train:epoch: 30, loss@min: 1.611770, loss@max: 1.508773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.011275, LT: 0.794205, Top1S: 100.000000, Top1T: 78.215012 Train:epoch: 31, loss@min: 1.639987, loss@max: 1.454710, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.009418, LT: 0.789066, Top1S: 100.000000, Top1T: 78.539551 Train:epoch: 32, loss@min: 1.546884, loss@max: 1.557813, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.008060, LT: 0.781758, Top1S: 100.000000, Top1T: 79.148071Best acc: 79.148071 Train:epoch: 33, loss@min: 1.489794, loss@max: 1.569586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.007079, LT: 0.782527, Top1S: 100.000000, Top1T: 79.350914Best acc: 79.350914 Train:epoch: 34, loss@min: 1.476589, loss@max: 1.597392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.006387, LT: 0.784268, Top1S: 100.000000, Top1T: 78.945236 Train:epoch: 35, loss@min: 1.435491, loss@max: 1.616482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.005933, LT: 0.780987, Top1S: 100.000000, Top1T: 79.188644 Train:epoch: 36, loss@min: 1.477524, loss@max: 1.577330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.005653, LT: 0.771873, Top1S: 100.000000, Top1T: 79.350914 Train:epoch: 37, loss@min: 1.484295, loss@max: 1.528869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.005493, LT: 0.760935, Top1S: 100.000000, Top1T: 79.918861Best acc: 79.918861 Train:epoch: 38, loss@min: 1.482647, loss@max: 1.491069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.005401, LT: 0.749286, Top1S: 100.000000, Top1T: 79.918861 Train:epoch: 39, loss@min: 1.514770, loss@max: 1.464344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.005339, LT: 0.740763, Top1S: 100.000000, Top1T: 80.405678Best acc: 80.405678 Train:epoch: 40, loss@min: 1.496460, loss@max: 1.462612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.005284, LT: 0.734239, Top1S: 100.000000, Top1T: 80.243408 Train:epoch: 41, loss@min: 1.495276, loss@max: 1.468421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.005226, LT: 0.727096, Top1S: 100.000000, Top1T: 80.486816Best acc: 80.486816 Train:epoch: 42, loss@min: 1.471926, loss@max: 1.473552, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.005148, LT: 0.726401, Top1S: 100.000000, Top1T: 80.811363Best acc: 80.811363 Train:epoch: 43, loss@min: 1.461679, loss@max: 1.450248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.005045, LT: 0.729669, Top1S: 100.000000, Top1T: 80.770790 Train:epoch: 44, loss@min: 1.464962, loss@max: 1.478801, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.004907, LT: 0.728663, Top1S: 100.000000, Top1T: 80.811363 Train:epoch: 45, loss@min: 1.456511, loss@max: 1.470250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.004743, LT: 0.728590, Top1S: 100.000000, Top1T: 80.973633Best acc: 80.973633 Train:epoch: 46, loss@min: 1.460329, loss@max: 1.470421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.004582, LT: 0.724820, Top1S: 100.000000, Top1T: 81.095337Best acc: 81.095337 Train:epoch: 47, loss@min: 1.526851, loss@max: 1.412649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.004434, LT: 0.717110, Top1S: 100.000000, Top1T: 81.135902Best acc: 81.135902 Train:epoch: 48, loss@min: 1.490968, loss@max: 1.438739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.004310, LT: 0.709434, Top1S: 100.000000, Top1T: 81.379311Best acc: 81.379311 Train:epoch: 49, loss@min: 1.445305, loss@max: 1.483620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.004199, LT: 0.705205, Top1S: 100.000000, Top1T: 81.460449Best acc: 81.460449 Train:epoch: 50, loss@min: 1.435712, loss@max: 1.487240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.004098, LT: 0.704743, Top1S: 100.000000, Top1T: 81.501015Best acc: 81.501015 Train:epoch: 51, loss@min: 1.424370, loss@max: 1.491234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.004012, LT: 0.703886, Top1S: 100.000000, Top1T: 81.703857Best acc: 81.703857 Train:epoch: 52, loss@min: 1.430229, loss@max: 1.469977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.003941, LT: 0.706545, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 53, loss@min: 1.435260, loss@max: 1.470220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.003888, LT: 0.709595, Top1S: 100.000000, Top1T: 81.460449 Train:epoch: 54, loss@min: 1.412786, loss@max: 1.497504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.003851, LT: 0.708855, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 55, loss@min: 1.437651, loss@max: 1.462049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.003827, LT: 0.706341, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 56, loss@min: 1.418876, loss@max: 1.464594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.003813, LT: 0.701897, Top1S: 100.000000, Top1T: 81.703857 Train:epoch: 57, loss@min: 1.484687, loss@max: 1.415347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.003804, LT: 0.698468, Top1S: 100.000000, Top1T: 81.582153 Train:epoch: 58, loss@min: 1.516763, loss@max: 1.386406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.003797, LT: 0.692556, Top1S: 100.000000, Top1T: 81.663284 Train:epoch: 59, loss@min: 1.459735, loss@max: 1.437288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.003793, LT: 0.687838, Top1S: 100.000000, Top1T: 81.663284 Train:epoch: 60, loss@min: 1.456019, loss@max: 1.437258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.003789, LT: 0.686602, Top1S: 100.000000, Top1T: 81.906693Best acc: 81.906693 Train:epoch: 61, loss@min: 1.451813, loss@max: 1.444514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.003785, LT: 0.686844, Top1S: 100.000000, Top1T: 81.906693 Train:epoch: 62, loss@min: 1.416947, loss@max: 1.458334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.003781, LT: 0.687908, Top1S: 100.000000, Top1T: 82.068962Best acc: 82.068962 Train:epoch: 63, loss@min: 1.414015, loss@max: 1.455366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.003776, LT: 0.690229, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 64, loss@min: 1.440141, loss@max: 1.423455, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.003769, LT: 0.692478, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 65, loss@min: 1.435686, loss@max: 1.421037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.003757, LT: 0.696482, Top1S: 100.000000, Top1T: 81.906693 Train:epoch: 66, loss@min: 1.447793, loss@max: 1.428656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.003743, LT: 0.699862, Top1S: 100.000000, Top1T: 81.906693 Train:epoch: 67, loss@min: 1.433451, loss@max: 1.434995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.003730, LT: 0.700224, Top1S: 100.000000, Top1T: 81.947266 Train:epoch: 68, loss@min: 1.435189, loss@max: 1.434437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.003718, LT: 0.697634, Top1S: 100.000000, Top1T: 82.109535Best acc: 82.109535 Train:epoch: 69, loss@min: 1.437557, loss@max: 1.430323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.003707, LT: 0.693569, Top1S: 100.000000, Top1T: 82.150101Best acc: 82.150101 Train:epoch: 70, loss@min: 1.426191, loss@max: 1.434566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.003696, LT: 0.688542, Top1S: 100.000000, Top1T: 81.987831 Train:epoch: 71, loss@min: 1.413995, loss@max: 1.441764, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.003686, LT: 0.682809, Top1S: 100.000000, Top1T: 82.150101 Train:epoch: 72, loss@min: 1.420412, loss@max: 1.434708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.003676, LT: 0.677952, Top1S: 100.000000, Top1T: 82.231239Best acc: 82.231239 Train:epoch: 73, loss@min: 1.414087, loss@max: 1.449305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.003665, LT: 0.674407, Top1S: 100.000000, Top1T: 82.190666 Train:epoch: 74, loss@min: 1.389615, loss@max: 1.474741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.003655, LT: 0.672881, Top1S: 100.000000, Top1T: 82.190666 Train:epoch: 75, loss@min: 1.399184, loss@max: 1.448035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.003645, LT: 0.672160, Top1S: 100.000000, Top1T: 82.231239 Train:epoch: 76, loss@min: 1.406071, loss@max: 1.451817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.003634, LT: 0.672074, Top1S: 100.000000, Top1T: 82.271805Best acc: 82.271805 Train:epoch: 77, loss@min: 1.442746, loss@max: 1.416917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.003626, LT: 0.672981, Top1S: 100.000000, Top1T: 82.393509Best acc: 82.393509 Train:epoch: 78, loss@min: 1.440610, loss@max: 1.408480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.003618, LT: 0.674561, Top1S: 100.000000, Top1T: 82.352943 Train:epoch: 79, loss@min: 1.429676, loss@max: 1.413792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.003612, LT: 0.676194, Top1S: 100.000000, Top1T: 82.393509 Train:epoch: 80, loss@min: 1.456909, loss@max: 1.391022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.003608, LT: 0.677859, Top1S: 100.000000, Top1T: 82.434074Best acc: 82.434074 Train:epoch: 81, loss@min: 1.438603, loss@max: 1.410668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.003605, LT: 0.678860, Top1S: 100.000000, Top1T: 82.312370 Train:epoch: 82, loss@min: 1.440517, loss@max: 1.403898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.003602, LT: 0.679604, Top1S: 100.000000, Top1T: 82.190666 Train:epoch: 83, loss@min: 1.443363, loss@max: 1.391050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.003600, LT: 0.679668, Top1S: 100.000000, Top1T: 82.190666 Train:epoch: 84, loss@min: 1.430217, loss@max: 1.407381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.003598, LT: 0.679953, Top1S: 100.000000, Top1T: 82.109535 Train:epoch: 85, loss@min: 1.423279, loss@max: 1.417425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.003596, LT: 0.680306, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 86, loss@min: 1.400965, loss@max: 1.435261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.003594, LT: 0.680574, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 87, loss@min: 1.422151, loss@max: 1.415465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.003593, LT: 0.680614, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 88, loss@min: 1.424235, loss@max: 1.415996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.003592, LT: 0.680341, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 89, loss@min: 1.400581, loss@max: 1.435442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.003592, LT: 0.680120, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 90, loss@min: 1.442134, loss@max: 1.400124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.003591, LT: 0.679796, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 91, loss@min: 1.414452, loss@max: 1.419716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.003591, LT: 0.679472, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 92, loss@min: 1.400883, loss@max: 1.432388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.003591, LT: 0.679180, Top1S: 100.000000, Top1T: 82.068962 Train:epoch: 93, loss@min: 1.423768, loss@max: 1.411815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.003591, LT: 0.678959, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 94, loss@min: 1.419846, loss@max: 1.418189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.003591, LT: 0.678807, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 95, loss@min: 1.399231, loss@max: 1.441503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.003591, LT: 0.678681, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 96, loss@min: 1.405021, loss@max: 1.430723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.003591, LT: 0.678600, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 97, loss@min: 1.429833, loss@max: 1.414071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.003591, LT: 0.678565, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 98, loss@min: 1.419842, loss@max: 1.413046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.003591, LT: 0.678549, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 99, loss@min: 1.424690, loss@max: 1.407792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.003590, LT: 0.678543, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 100, loss@min: 1.429542, loss@max: 1.401640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.003590, LT: 0.678543, Top1S: 100.000000, Top1T: 82.028397 ------------------------------------------- Mon May 29 18:40:54 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Tue May 30 10:43:51 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Tue May 30 10:46:34 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Tue May 30 10:54:56 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Tue May 30 10:57:45 2023 ------------------------------------------- Train:epoch: 1, loss@min: 25.059635, loss@max: 11.682268, Top1S acc: 4.000000, Top1T acc: 12.500000 Train:epoch: 2, loss@min: 16.271313, loss@max: 9.627412, Top1S acc: 20.000000, Top1T acc: 35.500000 Train:epoch: 3, loss@min: 10.863556, loss@max: 8.666837, Top1S acc: 53.000000, Top1T acc: 64.000000 Train:epoch: 4, loss@min: 8.170788, loss@max: 7.565860, Top1S acc: 79.000000, Top1T acc: 79.500000 Train:epoch: 5, loss@min: 6.468441, loss@max: 6.332682, Top1S acc: 89.000000, Top1T acc: 89.500000 Train:epoch: 6, loss@min: 5.720758, loss@max: 5.663718, Top1S acc: 92.000000, Top1T acc: 93.500000 Train:epoch: 7, loss@min: 5.169975, loss@max: 5.184711, Top1S acc: 97.000000, Top1T acc: 95.500000 Train:epoch: 8, loss@min: 4.643390, loss@max: 4.583659, Top1S acc: 98.000000, Top1T acc: 96.500000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Tue May 30 10:58:39 2023 ------------------------------------------- Train:epoch: 1, loss@min: 24.393568, loss@max: 7.573655, Top1S acc: 4.000000, Top1T acc: 14.500000 Train:epoch: 2, loss@min: 14.986671, loss@max: 6.269003, Top1S acc: 22.000000, Top1T acc: 39.500000 Train:epoch: 3, loss@min: 9.978617, loss@max: 5.652948, Top1S acc: 60.000000, Top1T acc: 69.000000 Train:epoch: 4, loss@min: 7.501766, loss@max: 5.159811, Top1S acc: 86.000000, Top1T acc: 80.000000 Train:epoch: 5, loss@min: 5.802709, loss@max: 4.497446, Top1S acc: 94.000000, Top1T acc: 93.000000 Train:epoch: 6, loss@min: 5.097817, loss@max: 4.056174, Top1S acc: 98.000000, Top1T acc: 95.000000 Train:epoch: 7, loss@min: 4.753383, loss@max: 3.798148, Top1S acc: 98.000000, Top1T acc: 97.500000 Train:epoch: 8, loss@min: 4.438299, loss@max: 3.523730, Top1S acc: 99.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 3.929039, loss@max: 3.357398, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 3.750925, loss@max: 3.246833, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 10, LS: 0.079489, LT: 1.474945, Top1S: 99.472618, Top1T: 72.454361Best acc: 72.454361 Train:epoch: 11, loss@min: 3.557644, loss@max: 2.984576, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 11, LS: 0.066075, LT: 1.395298, Top1S: 99.472618, Top1T: 73.711967Best acc: 73.711967 Train:epoch: 12, loss@min: 3.400681, loss@max: 2.617835, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 12, LS: 0.056320, LT: 1.337770, Top1S: 99.472618, Top1T: 74.766731Best acc: 74.766731 Train:epoch: 13, loss@min: 3.352270, loss@max: 2.222547, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 13, LS: 0.048246, LT: 1.294048, Top1S: 99.472618, Top1T: 75.618660Best acc: 75.618660 Train:epoch: 14, loss@min: 3.396619, loss@max: 1.916045, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 14, LS: 0.041417, LT: 1.253521, Top1S: 100.000000, Top1T: 75.780937Best acc: 75.780937 Train:epoch: 15, loss@min: 3.488767, loss@max: 1.720210, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 15, LS: 0.035647, LT: 1.190553, Top1S: 100.000000, Top1T: 76.389450Best acc: 76.389450 Train:epoch: 16, loss@min: 3.493542, loss@max: 1.636771, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 16, LS: 0.030732, LT: 1.111787, Top1S: 100.000000, Top1T: 76.957405Best acc: 76.957405 Train:epoch: 17, loss@min: 3.300362, loss@max: 1.629795, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 17, LS: 0.026799, LT: 1.036839, Top1S: 100.000000, Top1T: 77.890465Best acc: 77.890465 Train:epoch: 18, loss@min: 3.188715, loss@max: 1.512494, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 18, LS: 0.023849, LT: 0.981053, Top1S: 100.000000, Top1T: 78.336716Best acc: 78.336716 Train:epoch: 19, loss@min: 3.039939, loss@max: 1.475220, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 19, LS: 0.021729, LT: 0.958006, Top1S: 100.000000, Top1T: 78.539551Best acc: 78.539551 Train:epoch: 20, loss@min: 2.909919, loss@max: 1.497603, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 20, LS: 0.019899, LT: 0.953767, Top1S: 100.000000, Top1T: 78.174446 Train:epoch: 21, loss@min: 2.865676, loss@max: 1.484120, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 21, LS: 0.018305, LT: 0.952358, Top1S: 100.000000, Top1T: 77.849899 Train:epoch: 22, loss@min: 2.733265, loss@max: 1.434533, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 22, LS: 0.017033, LT: 0.926106, Top1S: 100.000000, Top1T: 77.606491 Train:epoch: 23, loss@min: 2.619406, loss@max: 1.427946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 23, LS: 0.016320, LT: 0.882611, Top1S: 100.000000, Top1T: 78.052742 Train:epoch: 24, loss@min: 2.514876, loss@max: 1.393020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 0.016077, LT: 0.838959, Top1S: 100.000000, Top1T: 78.782959Best acc: 78.782959 Train:epoch: 25, loss@min: 2.448388, loss@max: 1.511347, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 25, LS: 0.015961, LT: 0.811869, Top1S: 100.000000, Top1T: 78.701828 Train:epoch: 26, loss@min: 2.374702, loss@max: 1.608624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.015646, LT: 0.812213, Top1S: 100.000000, Top1T: 78.782959 Train:epoch: 27, loss@min: 2.340918, loss@max: 1.549742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.014966, LT: 0.836109, Top1S: 100.000000, Top1T: 78.823532Best acc: 78.823532 Train:epoch: 28, loss@min: 2.279960, loss@max: 1.505062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.013995, LT: 0.860504, Top1S: 100.000000, Top1T: 78.174446 Train:epoch: 29, loss@min: 2.326493, loss@max: 1.540195, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.013077, LT: 0.868906, Top1S: 100.000000, Top1T: 78.052742 Train:epoch: 30, loss@min: 2.379540, loss@max: 1.454072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.012269, LT: 0.857764, Top1S: 100.000000, Top1T: 78.133873 Train:epoch: 31, loss@min: 2.406920, loss@max: 1.338360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.011535, LT: 0.841486, Top1S: 100.000000, Top1T: 78.336716 Train:epoch: 32, loss@min: 2.376734, loss@max: 1.328825, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.010774, LT: 0.828901, Top1S: 100.000000, Top1T: 78.864098Best acc: 78.864098 Train:epoch: 33, loss@min: 2.392163, loss@max: 1.338206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.009863, LT: 0.829234, Top1S: 100.000000, Top1T: 78.823532 Train:epoch: 34, loss@min: 2.351246, loss@max: 1.326635, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.008892, LT: 0.833948, Top1S: 100.000000, Top1T: 78.823532 Train:epoch: 35, loss@min: 2.310169, loss@max: 1.320642, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Tue May 30 11:12:46 2023 ------------------------------------------- Train:epoch: 1, loss@min: 24.393566, loss@max: 7.573658, Top1S acc: 4.000000, Top1T acc: 14.500000 Train:epoch: 2, loss@min: 14.986668, loss@max: 6.269005, Top1S acc: 22.000000, Top1T acc: 39.500000 Train:epoch: 3, loss@min: 9.978613, loss@max: 5.652947, Top1S acc: 60.000000, Top1T acc: 69.000000 Train:epoch: 4, loss@min: 7.501768, loss@max: 5.159806, Top1S acc: 86.000000, Top1T acc: 80.000000 Train:epoch: 5, loss@min: 5.802712, loss@max: 4.497447, Top1S acc: 94.000000, Top1T acc: 93.000000 Train:epoch: 6, loss@min: 5.097804, loss@max: 4.056173, Top1S acc: 98.000000, Top1T acc: 95.000000 Train:epoch: 7, loss@min: 4.753373, loss@max: 3.798150, Top1S acc: 98.000000, Top1T acc: 97.500000 Train:epoch: 8, loss@min: 4.438301, loss@max: 3.523733, Top1S acc: 99.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 3.929034, loss@max: 3.357389, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 3.750927, loss@max: 3.246826, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 10, LS: 0.079489, LT: 1.474945, Top1S: 99.472618, Top1T: 72.454361Best acc: 72.454361 Train:epoch: 11, loss@min: 3.557646, loss@max: 2.984575, Top1S acc: 99.000000, Top1T acc: 98.500000 Test:epoch: 11, LS: 0.066075, LT: 1.395299, Top1S: 99.472618, Top1T: 73.711967Best acc: 73.711967 Train:epoch: 12, loss@min: 3.400676, loss@max: 2.617833, Top1S acc: 99.000000, Top1T acc: 98.500000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Tue May 30 11:14:46 2023 ------------------------------------------- Train:epoch: 1, loss@min: 24.393568, loss@max: 7.573655, Top1S acc: 4.000000, Top1T acc: 14.500000 Train:epoch: 2, loss@min: 14.986671, loss@max: 6.269003, Top1S acc: 22.000000, Top1T acc: 39.500000 Train:epoch: 3, loss@min: 9.978617, loss@max: 5.652948, Top1S acc: 60.000000, Top1T acc: 69.000000 Train:epoch: 4, loss@min: 7.501766, loss@max: 5.159811, Top1S acc: 86.000000, Top1T acc: 80.000000 Train:epoch: 5, loss@min: 5.802709, loss@max: 4.497446, Top1S acc: 94.000000, Top1T acc: 93.000000 Train:epoch: 6, loss@min: 5.097817, loss@max: 4.056174, Top1S acc: 98.000000, Top1T acc: 95.000000 Train:epoch: 7, loss@min: 4.753383, loss@max: 3.798148, Top1S acc: 98.000000, Top1T acc: 97.500000 Train:epoch: 8, loss@min: 4.438299, loss@max: 3.523730, Top1S acc: 99.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 3.929039, loss@max: 3.357398, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 3.750925, loss@max: 3.246833, Top1S acc: 99.000000, Top1T acc: 98.500000 Train:epoch: 11, loss@min: 3.549601, loss@max: 2.967696, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 12, loss@min: 3.417517, loss@max: 2.620698, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 13, loss@min: 3.429748, loss@max: 2.246405, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 14, loss@min: 3.440628, loss@max: 1.956596, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 15, loss@min: 3.463034, loss@max: 1.781636, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 16, loss@min: 3.423496, loss@max: 1.710034, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 3.360620, loss@max: 1.615711, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 3.207406, loss@max: 1.498862, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 3.168209, loss@max: 1.562221, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 3.000053, loss@max: 1.455933, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 21, loss@min: 2.773040, loss@max: 1.400886, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 2.658216, loss@max: 1.424892, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 2.617937, loss@max: 1.519275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 2.493601, loss@max: 1.558964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 2.398207, loss@max: 1.528042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 2.418280, loss@max: 1.539535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 2.407556, loss@max: 1.552431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 2.362322, loss@max: 1.484725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 2.351422, loss@max: 1.465476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 2.307441, loss@max: 1.435713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 2.314730, loss@max: 1.380426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 2.308887, loss@max: 1.328906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 2.327842, loss@max: 1.322694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 2.333872, loss@max: 1.362297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 2.297020, loss@max: 1.252028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 2.311774, loss@max: 1.234708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 2.335450, loss@max: 1.241436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 2.374216, loss@max: 1.245723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 2.336510, loss@max: 1.246337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 2.265666, loss@max: 1.216673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 2.235983, loss@max: 1.246120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 2.228312, loss@max: 1.320918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 2.211557, loss@max: 1.309034, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 2.205235, loss@max: 1.275961, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 2.212896, loss@max: 1.229786, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 2.209241, loss@max: 1.215089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 2.194419, loss@max: 1.191589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 2.201385, loss@max: 1.221160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 2.195030, loss@max: 1.261205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 2.175723, loss@max: 1.209368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 2.158368, loss@max: 1.198468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 2.179856, loss@max: 1.185866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 2.195979, loss@max: 1.167826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 2.191573, loss@max: 1.183545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 2.180369, loss@max: 1.197085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 2.192805, loss@max: 1.173366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 2.185677, loss@max: 1.151811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 2.153229, loss@max: 1.171163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 2.155021, loss@max: 1.180114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 2.166253, loss@max: 1.160121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 2.163112, loss@max: 1.170346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 2.175701, loss@max: 1.156268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 2.167718, loss@max: 1.148805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 2.147931, loss@max: 1.140154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 2.145308, loss@max: 1.153507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 2.147059, loss@max: 1.145686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 2.140798, loss@max: 1.163774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 2.113592, loss@max: 1.156957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 2.128671, loss@max: 1.167555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 2.139572, loss@max: 1.173371, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.002888, LT: 0.698185, Top1S: 100.000000, Top1T: 81.176468Best acc: 81.176468 Train:epoch: 71, loss@min: 2.134867, loss@max: 1.149460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.002879, LT: 0.697723, Top1S: 100.000000, Top1T: 81.379311Best acc: 81.379311 Train:epoch: 72, loss@min: 2.155201, loss@max: 1.132919, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.002871, LT: 0.697800, Top1S: 100.000000, Top1T: 81.460449Best acc: 81.460449 Train:epoch: 73, loss@min: 2.159312, loss@max: 1.140024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.002865, LT: 0.697348, Top1S: 100.000000, Top1T: 81.501015Best acc: 81.501015 Train:epoch: 74, loss@min: 2.138205, loss@max: 1.126613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.002859, LT: 0.696687, Top1S: 100.000000, Top1T: 81.460449 Train:epoch: 75, loss@min: 2.137160, loss@max: 1.152403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.002857, LT: 0.695283, Top1S: 100.000000, Top1T: 81.379311 Train:epoch: 76, loss@min: 2.145954, loss@max: 1.128735, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 76, LS: 0.002855, LT: 0.694009, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 77, loss@min: 2.129897, loss@max: 1.125108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.002851, LT: 0.693331, Top1S: 100.000000, Top1T: 81.582153Best acc: 81.582153 Train:epoch: 78, loss@min: 2.135676, loss@max: 1.120109, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.002846, LT: 0.693234, Top1S: 100.000000, Top1T: 81.541580 Train:epoch: 79, loss@min: 2.150137, loss@max: 1.108366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.002840, LT: 0.693001, Top1S: 100.000000, Top1T: 81.582153 Train:epoch: 80, loss@min: 2.126033, loss@max: 1.125453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002833, LT: 0.693191, Top1S: 100.000000, Top1T: 81.582153 Train:epoch: 81, loss@min: 2.120429, loss@max: 1.128388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002826, LT: 0.693798, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 82, loss@min: 2.114026, loss@max: 1.157784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002819, LT: 0.694151, Top1S: 100.000000, Top1T: 81.582153 Train:epoch: 83, loss@min: 2.117986, loss@max: 1.144850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002812, LT: 0.694292, Top1S: 100.000000, Top1T: 81.582153 Train:epoch: 84, loss@min: 2.125875, loss@max: 1.132527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002806, LT: 0.694629, Top1S: 100.000000, Top1T: 81.582153 Train:epoch: 85, loss@min: 2.125469, loss@max: 1.145133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002802, LT: 0.694648, Top1S: 100.000000, Top1T: 81.582153 Train:epoch: 86, loss@min: 2.127556, loss@max: 1.119991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002798, LT: 0.694488, Top1S: 100.000000, Top1T: 81.622719Best acc: 81.622719 Train:epoch: 87, loss@min: 2.122618, loss@max: 1.104261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002795, LT: 0.694392, Top1S: 100.000000, Top1T: 81.663284Best acc: 81.663284 Train:epoch: 88, loss@min: 2.129598, loss@max: 1.132939, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002793, LT: 0.694025, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 89, loss@min: 2.124299, loss@max: 1.111244, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002791, LT: 0.693782, Top1S: 100.000000, Top1T: 81.419876 Train:epoch: 90, loss@min: 2.135417, loss@max: 1.099211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002790, LT: 0.693545, Top1S: 100.000000, Top1T: 81.460449 Train:epoch: 91, loss@min: 2.138424, loss@max: 1.123559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002789, LT: 0.693363, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 92, loss@min: 2.120677, loss@max: 1.112525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002789, LT: 0.693155, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 93, loss@min: 2.109583, loss@max: 1.123130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002788, LT: 0.693031, Top1S: 100.000000, Top1T: 81.541580 Train:epoch: 94, loss@min: 2.128960, loss@max: 1.122876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002788, LT: 0.692967, Top1S: 100.000000, Top1T: 81.541580 Train:epoch: 95, loss@min: 2.136040, loss@max: 1.108843, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002788, LT: 0.692921, Top1S: 100.000000, Top1T: 81.541580 Train:epoch: 96, loss@min: 2.141968, loss@max: 1.118322, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Tue May 30 11:31:32 2023 ------------------------------------------- Train:epoch: 1, loss@min: 19.227121, loss@max: 7.599792, Top1S acc: 18.000000, Top1T acc: 23.000000 Train:epoch: 2, loss@min: 9.808493, loss@max: 6.646708, Top1S acc: 70.000000, Top1T acc: 56.500000 Train:epoch: 3, loss@min: 7.161374, loss@max: 6.116826, Top1S acc: 90.000000, Top1T acc: 67.000000 Train:epoch: 4, loss@min: 6.050260, loss@max: 5.060024, Top1S acc: 93.000000, Top1T acc: 70.000000 Train:epoch: 5, loss@min: 5.133039, loss@max: 4.462950, Top1S acc: 99.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 3.766482, loss@max: 4.474026, Top1S acc: 99.000000, Top1T acc: 88.500000 Train:epoch: 7, loss@min: 2.312157, loss@max: 4.812621, Top1S acc: 99.000000, Top1T acc: 93.500000 Train:epoch: 8, loss@min: 1.720399, loss@max: 5.069024, Top1S acc: 99.000000, Top1T acc: 95.000000 Train:epoch: 9, loss@min: 1.421597, loss@max: 5.041574, Top1S acc: 99.000000, Top1T acc: 96.000000 Train:epoch: 10, loss@min: 1.391967, loss@max: 4.285950, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 11, loss@min: 1.580100, loss@max: 3.357777, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 1.892595, loss@max: 2.693042, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 1.969502, loss@max: 2.369830, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 14, loss@min: 1.835473, loss@max: 2.399076, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 15, loss@min: 1.635696, loss@max: 2.543040, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 16, loss@min: 1.370460, loss@max: 2.633526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.353105, loss@max: 2.697465, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 18, loss@min: 1.292887, loss@max: 2.590832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.359440, loss@max: 2.630426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.364452, loss@max: 2.506741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.177736, loss@max: 2.294375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.288609, loss@max: 2.325592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.301260, loss@max: 2.417207, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 24, loss@min: 1.172916, loss@max: 2.332512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.109878, loss@max: 2.226537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.102045, loss@max: 2.282851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.154153, loss@max: 2.223094, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.261303, loss@max: 2.127627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.261766, loss@max: 1.970288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.192592, loss@max: 1.942652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.165022, loss@max: 1.913241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.112098, loss@max: 1.936074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.096322, loss@max: 2.083107, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.080301, loss@max: 2.114188, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.068957, loss@max: 1.964787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.030492, loss@max: 1.937879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.079865, loss@max: 1.902394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.154209, loss@max: 1.883888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.199379, loss@max: 1.909485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.161012, loss@max: 1.854908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.080336, loss@max: 1.815247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.064304, loss@max: 1.836727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.078484, loss@max: 1.858781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.119102, loss@max: 1.864553, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.090180, loss@max: 1.856216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.018755, loss@max: 1.828395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.003057, loss@max: 1.771284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.033092, loss@max: 1.744301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.093426, loss@max: 1.820787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.072621, loss@max: 1.700268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.014361, loss@max: 1.656646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.049830, loss@max: 1.651865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.076146, loss@max: 1.639919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.060474, loss@max: 1.667044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.006964, loss@max: 1.645840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.988744, loss@max: 1.644192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.004227, loss@max: 1.639363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.999434, loss@max: 1.647962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.997498, loss@max: 1.610563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.046507, loss@max: 1.565211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.998340, loss@max: 1.574538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.023088, loss@max: 1.549620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.019754, loss@max: 1.567317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.993107, loss@max: 1.549762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.993955, loss@max: 1.545450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.002183, loss@max: 1.536705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.004596, loss@max: 1.515330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.991759, loss@max: 1.516410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.972346, loss@max: 1.544374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.974655, loss@max: 1.517381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.004261, LT: 0.656610, Top1S: 100.000000, Top1T: 82.271805Best acc: 82.271805 Train:epoch: 71, loss@min: 0.964162, loss@max: 1.519317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.004253, LT: 0.656670, Top1S: 100.000000, Top1T: 82.555779Best acc: 82.555779 Train:epoch: 72, loss@min: 0.983646, loss@max: 1.492532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.004230, LT: 0.656274, Top1S: 100.000000, Top1T: 82.474648 Train:epoch: 73, loss@min: 0.991125, loss@max: 1.486926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.004206, LT: 0.654757, Top1S: 100.000000, Top1T: 82.555779 Train:epoch: 74, loss@min: 0.970764, loss@max: 1.481172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.004183, LT: 0.653373, Top1S: 100.000000, Top1T: 82.515213 Train:epoch: 75, loss@min: 0.971412, loss@max: 1.497356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.004168, LT: 0.652047, Top1S: 100.000000, Top1T: 82.596352Best acc: 82.596352 Train:epoch: 76, loss@min: 1.001119, loss@max: 1.455055, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 76, LS: 0.004157, LT: 0.651255, Top1S: 100.000000, Top1T: 82.515213 Train:epoch: 77, loss@min: 0.991940, loss@max: 1.449457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.004148, LT: 0.651017, Top1S: 100.000000, Top1T: 82.474648 Train:epoch: 78, loss@min: 0.989558, loss@max: 1.454507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.004139, LT: 0.651257, Top1S: 100.000000, Top1T: 82.393509 Train:epoch: 79, loss@min: 0.977112, loss@max: 1.459313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.004125, LT: 0.651939, Top1S: 100.000000, Top1T: 82.393509 Train:epoch: 80, loss@min: 0.976684, loss@max: 1.449303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.004110, LT: 0.652807, Top1S: 100.000000, Top1T: 82.434074 Train:epoch: 81, loss@min: 0.964190, loss@max: 1.460754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.004094, LT: 0.654072, Top1S: 100.000000, Top1T: 82.596352 Train:epoch: 82, loss@min: 0.962936, loss@max: 1.481973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.004082, LT: 0.654967, Top1S: 100.000000, Top1T: 82.636917Best acc: 82.636917 Train:epoch: 83, loss@min: 0.964796, loss@max: 1.470866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.004072, LT: 0.655505, Top1S: 100.000000, Top1T: 82.515213 Train:epoch: 84, loss@min: 0.970960, loss@max: 1.448858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.004062, LT: 0.655669, Top1S: 100.000000, Top1T: 82.515213 Train:epoch: 85, loss@min: 0.947250, loss@max: 1.482728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.004053, LT: 0.655545, Top1S: 100.000000, Top1T: 82.515213 Train:epoch: 86, loss@min: 0.982693, loss@max: 1.439114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.004045, LT: 0.655127, Top1S: 100.000000, Top1T: 82.474648 Train:epoch: 87, loss@min: 0.979438, loss@max: 1.416052, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.004039, LT: 0.654439, Top1S: 100.000000, Top1T: 82.515213 Train:epoch: 88, loss@min: 0.978946, loss@max: 1.433404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.004035, LT: 0.653631, Top1S: 100.000000, Top1T: 82.474648 Train:epoch: 89, loss@min: 0.957898, loss@max: 1.444937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.004033, LT: 0.652967, Top1S: 100.000000, Top1T: 82.555779 Train:epoch: 90, loss@min: 0.982942, loss@max: 1.432405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.004032, LT: 0.652394, Top1S: 100.000000, Top1T: 82.555779 Train:epoch: 91, loss@min: 0.996181, loss@max: 1.429009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.004031, LT: 0.651975, Top1S: 100.000000, Top1T: 82.555779 Train:epoch: 92, loss@min: 0.988543, loss@max: 1.415682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.004031, LT: 0.651596, Top1S: 100.000000, Top1T: 82.596352 Train:epoch: 93, loss@min: 0.949171, loss@max: 1.450144, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.004031, LT: 0.651297, Top1S: 100.000000, Top1T: 82.596352 Train:epoch: 94, loss@min: 0.971983, loss@max: 1.439309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.004030, LT: 0.651110, Top1S: 100.000000, Top1T: 82.596352 Train:epoch: 95, loss@min: 0.981304, loss@max: 1.421078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.004030, LT: 0.650999, Top1S: 100.000000, Top1T: 82.596352 Train:epoch: 96, loss@min: 0.982342, loss@max: 1.436382, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.004030, LT: 0.650928, Top1S: 100.000000, Top1T: 82.596352 Train:epoch: 97, loss@min: 0.973866, loss@max: 1.438819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.004031, LT: 0.650897, Top1S: 100.000000, Top1T: 82.596352 Train:epoch: 98, loss@min: 0.978380, loss@max: 1.432162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.004031, LT: 0.650885, Top1S: 100.000000, Top1T: 82.596352 Train:epoch: 99, loss@min: 0.947281, loss@max: 1.457631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.004031, LT: 0.650882, Top1S: 100.000000, Top1T: 82.596352 Train:epoch: 100, loss@min: 0.954943, loss@max: 1.439798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.004031, LT: 0.650882, Top1S: 100.000000, Top1T: 82.596352 ------------------------------------------- Tue May 30 11:50:59 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 200, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 2, "test_freq": 1} ------------------------------------------- Tue May 30 11:59:41 2023 ------------------------------------------- Train:epoch: 1, loss@min: 19.227129, loss@max: 7.481373, Top1S acc: 18.000000, Top1T acc: 23.000000 Train:epoch: 2, loss@min: 9.794399, loss@max: 6.415614, Top1S acc: 70.000000, Top1T acc: 56.500000 Train:epoch: 3, loss@min: 7.133814, loss@max: 5.855949, Top1S acc: 90.000000, Top1T acc: 67.000000 Train:epoch: 4, loss@min: 5.968595, loss@max: 4.810531, Top1S acc: 93.000000, Top1T acc: 70.000000 Train:epoch: 5, loss@min: 4.980105, loss@max: 4.158948, Top1S acc: 99.000000, Top1T acc: 81.000000 Train:epoch: 6, loss@min: 3.681980, loss@max: 4.118993, Top1S acc: 99.000000, Top1T acc: 89.000000 Train:epoch: 7, loss@min: 2.289984, loss@max: 4.405571, Top1S acc: 99.000000, Top1T acc: 93.500000 Train:epoch: 8, loss@min: 1.697114, loss@max: 4.582861, Top1S acc: 99.000000, Top1T acc: 95.000000 Train:epoch: 9, loss@min: 1.393566, loss@max: 4.538881, Top1S acc: 99.000000, Top1T acc: 96.000000 Train:epoch: 10, loss@min: 1.325522, loss@max: 3.863239, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 11, loss@min: 1.474497, loss@max: 3.024595, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 1.762938, loss@max: 2.377686, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 1.775534, loss@max: 1.971291, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 14, loss@min: 1.748859, loss@max: 1.962667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.632120, loss@max: 2.087017, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.322797, loss@max: 2.120047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.269780, loss@max: 2.166492, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 18, loss@min: 1.216016, loss@max: 2.152291, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 19, loss@min: 1.219884, loss@max: 2.245602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.167876, loss@max: 2.165406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.002102, loss@max: 2.053689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.155555, loss@max: 2.034484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.173064, loss@max: 2.027529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.096216, loss@max: 1.927429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.101252, loss@max: 1.866403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.133316, loss@max: 1.983151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.133063, loss@max: 1.930543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.163669, loss@max: 1.833713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.159151, loss@max: 1.761648, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.128540, loss@max: 1.780542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.127516, loss@max: 1.773930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.120615, loss@max: 1.862027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.008418, loss@max: 1.880527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.959591, loss@max: 1.865748, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.064247, loss@max: 1.823079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.071993, loss@max: 1.807899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.135896, loss@max: 1.808020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.161627, loss@max: 1.757826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.122113, loss@max: 1.703548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.133541, loss@max: 1.747699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.095678, loss@max: 1.801768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.080425, loss@max: 1.860093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.042615, loss@max: 1.856069, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 1.053447, loss@max: 1.848571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.059144, loss@max: 1.824199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.084139, loss@max: 1.836905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.102613, loss@max: 1.836143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.123096, loss@max: 1.733739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.123435, loss@max: 1.755150, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.137703, loss@max: 1.801079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.062639, loss@max: 1.836558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.069703, loss@max: 1.839863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.041424, loss@max: 1.816361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.059135, loss@max: 1.845964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.072874, loss@max: 1.850695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.073653, loss@max: 1.826652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.097583, loss@max: 1.731890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.089392, loss@max: 1.745478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.088706, loss@max: 1.792848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.124372, loss@max: 1.765697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.085590, loss@max: 1.809446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.050344, loss@max: 1.782089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.018017, loss@max: 1.802262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.011510, loss@max: 1.765176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.079966, loss@max: 1.812473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.113795, loss@max: 1.765513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.093834, loss@max: 1.679008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.080225, loss@max: 1.692697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.085405, loss@max: 1.765019, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.028350, loss@max: 1.761743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.003031, LT: 0.708056, Top1S: 100.000000, Top1T: 81.257607Best acc: 81.257607 Train:epoch: 71, loss@min: 1.031713, loss@max: 1.771155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.003047, LT: 0.711292, Top1S: 100.000000, Top1T: 81.338745Best acc: 81.338745 Train:epoch: 72, loss@min: 1.063631, loss@max: 1.716148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.003012, LT: 0.709645, Top1S: 100.000000, Top1T: 81.501015Best acc: 81.501015 Train:epoch: 73, loss@min: 1.073841, loss@max: 1.733797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.002931, LT: 0.696132, Top1S: 100.000000, Top1T: 81.379311 Train:epoch: 74, loss@min: 1.040044, loss@max: 1.720975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.002854, LT: 0.689222, Top1S: 100.000000, Top1T: 81.501015 Train:epoch: 75, loss@min: 1.026211, loss@max: 1.768528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.002814, LT: 0.693009, Top1S: 100.000000, Top1T: 81.663284Best acc: 81.663284 Train:epoch: 76, loss@min: 1.041781, loss@max: 1.758799, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 76, LS: 0.002804, LT: 0.704534, Top1S: 100.000000, Top1T: 81.582153 Train:epoch: 77, loss@min: 1.072182, loss@max: 1.691659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.002831, LT: 0.719171, Top1S: 100.000000, Top1T: 81.703857Best acc: 81.703857 Train:epoch: 78, loss@min: 1.083143, loss@max: 1.688238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.002859, LT: 0.735134, Top1S: 100.000000, Top1T: 80.973633 Train:epoch: 79, loss@min: 1.079520, loss@max: 1.610454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.002854, LT: 0.747436, Top1S: 100.000000, Top1T: 80.486816 Train:epoch: 80, loss@min: 1.089911, loss@max: 1.699559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002808, LT: 0.736607, Top1S: 100.000000, Top1T: 80.527382 Train:epoch: 81, loss@min: 1.067017, loss@max: 1.715962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002744, LT: 0.712229, Top1S: 100.000000, Top1T: 80.567955 Train:epoch: 82, loss@min: 1.021697, loss@max: 1.764755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002683, LT: 0.690974, Top1S: 100.000000, Top1T: 81.135902 Train:epoch: 83, loss@min: 0.986688, loss@max: 1.793152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002632, LT: 0.686117, Top1S: 100.000000, Top1T: 81.906693Best acc: 81.906693 Train:epoch: 84, loss@min: 1.001426, loss@max: 1.767854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002605, LT: 0.696940, Top1S: 100.000000, Top1T: 82.312370Best acc: 82.312370 Train:epoch: 85, loss@min: 1.039153, loss@max: 1.713978, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002607, LT: 0.712598, Top1S: 100.000000, Top1T: 81.582153 Train:epoch: 86, loss@min: 1.104035, loss@max: 1.653792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002615, LT: 0.720619, Top1S: 100.000000, Top1T: 81.135902 Train:epoch: 87, loss@min: 1.083322, loss@max: 1.621679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002623, LT: 0.717093, Top1S: 100.000000, Top1T: 80.892494 Train:epoch: 88, loss@min: 1.056560, loss@max: 1.651630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002638, LT: 0.701822, Top1S: 100.000000, Top1T: 80.933060 Train:epoch: 89, loss@min: 0.988135, loss@max: 1.691763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002633, LT: 0.686320, Top1S: 100.000000, Top1T: 81.014198 Train:epoch: 90, loss@min: 1.007961, loss@max: 1.708878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002583, LT: 0.674976, Top1S: 100.000000, Top1T: 82.271805 Train:epoch: 91, loss@min: 0.992463, loss@max: 1.665649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002518, LT: 0.673847, Top1S: 100.000000, Top1T: 82.434074Best acc: 82.434074 Train:epoch: 92, loss@min: 1.017302, loss@max: 1.649611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002477, LT: 0.683035, Top1S: 100.000000, Top1T: 82.312370 Train:epoch: 93, loss@min: 1.024443, loss@max: 1.603296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002461, LT: 0.689369, Top1S: 100.000000, Top1T: 81.987831 Train:epoch: 94, loss@min: 1.070617, loss@max: 1.614684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002437, LT: 0.685100, Top1S: 100.000000, Top1T: 81.906693 Train:epoch: 95, loss@min: 1.066606, loss@max: 1.562850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002426, LT: 0.672945, Top1S: 100.000000, Top1T: 81.866127 Train:epoch: 96, loss@min: 1.054979, loss@max: 1.589665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002449, LT: 0.661118, Top1S: 100.000000, Top1T: 82.555779Best acc: 82.555779 Train:epoch: 97, loss@min: 0.984535, loss@max: 1.610091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002483, LT: 0.658499, Top1S: 100.000000, Top1T: 82.271805 Train:epoch: 98, loss@min: 0.975174, loss@max: 1.680459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002473, LT: 0.663351, Top1S: 100.000000, Top1T: 82.109535 Train:epoch: 99, loss@min: 0.950293, loss@max: 1.675262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002411, LT: 0.671437, Top1S: 100.000000, Top1T: 82.434074 Train:epoch: 100, loss@min: 0.967440, loss@max: 1.616733, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002347, LT: 0.675978, Top1S: 100.000000, Top1T: 82.352943 Train:epoch: 101, loss@min: 1.017898, loss@max: 1.592188, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002313, LT: 0.670576, Top1S: 100.000000, Top1T: 81.866127 Train:epoch: 102, loss@min: 1.032082, loss@max: 1.528498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002304, LT: 0.659822, Top1S: 100.000000, Top1T: 82.109535 Train:epoch: 103, loss@min: 1.077353, loss@max: 1.502679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002306, LT: 0.651242, Top1S: 100.000000, Top1T: 82.474648 Train:epoch: 104, loss@min: 1.062958, loss@max: 1.509927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002308, LT: 0.647471, Top1S: 100.000000, Top1T: 82.515213 Train:epoch: 105, loss@min: 1.013601, loss@max: 1.555213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002320, LT: 0.648880, Top1S: 100.000000, Top1T: 82.352943 Train:epoch: 106, loss@min: 0.962679, loss@max: 1.588477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002336, LT: 0.657105, Top1S: 100.000000, Top1T: 81.947266 Train:epoch: 107, loss@min: 0.957949, loss@max: 1.585599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002337, LT: 0.667932, Top1S: 100.000000, Top1T: 81.866127 Train:epoch: 108, loss@min: 0.947858, loss@max: 1.629433, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002303, LT: 0.670405, Top1S: 100.000000, Top1T: 82.109535 Train:epoch: 109, loss@min: 0.976853, loss@max: 1.542314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002258, LT: 0.661724, Top1S: 100.000000, Top1T: 82.515213 Train:epoch: 110, loss@min: 0.981859, loss@max: 1.529191, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002226, LT: 0.651328, Top1S: 100.000000, Top1T: 82.677483Best acc: 82.677483 Train:epoch: 111, loss@min: 1.005425, loss@max: 1.500181, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002213, LT: 0.644651, Top1S: 100.000000, Top1T: 82.758621Best acc: 82.758621 Train:epoch: 112, loss@min: 1.060800, loss@max: 1.507590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002213, LT: 0.642776, Top1S: 100.000000, Top1T: 82.839760Best acc: 82.839760 Train:epoch: 113, loss@min: 1.035637, loss@max: 1.509460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002214, LT: 0.645307, Top1S: 100.000000, Top1T: 82.393509 Train:epoch: 114, loss@min: 1.003866, loss@max: 1.486155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002221, LT: 0.650011, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 115, loss@min: 0.979873, loss@max: 1.515328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002236, LT: 0.652315, Top1S: 100.000000, Top1T: 81.947266 Train:epoch: 116, loss@min: 0.966966, loss@max: 1.555079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002236, LT: 0.650171, Top1S: 100.000000, Top1T: 81.947266 Train:epoch: 117, loss@min: 0.983590, loss@max: 1.517133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002216, LT: 0.642828, Top1S: 100.000000, Top1T: 82.231239 Train:epoch: 118, loss@min: 0.970410, loss@max: 1.527730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002182, LT: 0.635611, Top1S: 100.000000, Top1T: 82.677483 Train:epoch: 119, loss@min: 0.971503, loss@max: 1.504817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002151, LT: 0.633748, Top1S: 100.000000, Top1T: 82.718056 Train:epoch: 120, loss@min: 0.981489, loss@max: 1.481108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002137, LT: 0.637324, Top1S: 100.000000, Top1T: 82.758621 Train:epoch: 121, loss@min: 0.980056, loss@max: 1.467654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002134, LT: 0.643978, Top1S: 100.000000, Top1T: 82.393509 Train:epoch: 122, loss@min: 0.988304, loss@max: 1.476520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002132, LT: 0.648459, Top1S: 100.000000, Top1T: 82.109535 Train:epoch: 123, loss@min: 0.980628, loss@max: 1.479575, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002130, LT: 0.647289, Top1S: 100.000000, Top1T: 82.028397 Train:epoch: 124, loss@min: 0.966064, loss@max: 1.494604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002132, LT: 0.641701, Top1S: 100.000000, Top1T: 82.150101 Train:epoch: 125, loss@min: 0.954614, loss@max: 1.479793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002139, LT: 0.633974, Top1S: 100.000000, Top1T: 82.393509 Train:epoch: 126, loss@min: 0.968367, loss@max: 1.453493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002138, LT: 0.628334, Top1S: 100.000000, Top1T: 83.002029Best acc: 83.002029 Train:epoch: 127, loss@min: 0.985086, loss@max: 1.437129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002124, LT: 0.626227, Top1S: 100.000000, Top1T: 83.245438Best acc: 83.245438 Train:epoch: 128, loss@min: 0.998971, loss@max: 1.440820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002098, LT: 0.627702, Top1S: 100.000000, Top1T: 83.083168 Train:epoch: 129, loss@min: 1.005707, loss@max: 1.425404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002072, LT: 0.631076, Top1S: 100.000000, Top1T: 83.042595 Train:epoch: 130, loss@min: 0.987486, loss@max: 1.451136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002052, LT: 0.635312, Top1S: 100.000000, Top1T: 82.555779 Train:epoch: 131, loss@min: 0.947341, loss@max: 1.462735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002043, LT: 0.638975, Top1S: 100.000000, Top1T: 82.312370 Train:epoch: 132, loss@min: 0.960841, loss@max: 1.442387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002044, LT: 0.640582, Top1S: 100.000000, Top1T: 82.190666 Train:epoch: 133, loss@min: 0.957228, loss@max: 1.467305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002052, LT: 0.638810, Top1S: 100.000000, Top1T: 82.352943 Train:epoch: 134, loss@min: 0.945540, loss@max: 1.473814, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002060, LT: 0.634991, Top1S: 100.000000, Top1T: 82.596352 Train:epoch: 135, loss@min: 0.966685, loss@max: 1.455253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002063, LT: 0.630814, Top1S: 100.000000, Top1T: 83.083168 Train:epoch: 136, loss@min: 0.986494, loss@max: 1.420409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002063, LT: 0.627157, Top1S: 100.000000, Top1T: 83.204872 Train:epoch: 137, loss@min: 0.981254, loss@max: 1.416880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002056, LT: 0.625292, Top1S: 100.000000, Top1T: 83.204872 Train:epoch: 138, loss@min: 0.990870, loss@max: 1.424379, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002045, LT: 0.626164, Top1S: 100.000000, Top1T: 83.083168 Train:epoch: 139, loss@min: 0.957782, loss@max: 1.431956, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002029, LT: 0.628379, Top1S: 100.000000, Top1T: 82.880325 Train:epoch: 140, loss@min: 0.955868, loss@max: 1.437966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002012, LT: 0.630998, Top1S: 100.000000, Top1T: 82.636917 Train:epoch: 141, loss@min: 0.954661, loss@max: 1.427165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001996, LT: 0.632919, Top1S: 100.000000, Top1T: 82.434074 Train:epoch: 142, loss@min: 0.945651, loss@max: 1.457127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001989, LT: 0.633335, 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153, LS: 0.001968, LT: 0.625681, Top1S: 100.000000, Top1T: 82.758621 Train:epoch: 154, loss@min: 0.938553, loss@max: 1.435442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 154, LS: 0.001958, LT: 0.626436, Top1S: 100.000000, Top1T: 82.636917 Train:epoch: 155, loss@min: 0.956263, loss@max: 1.409458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 155, LS: 0.001951, LT: 0.626901, Top1S: 100.000000, Top1T: 82.839760 Train:epoch: 156, loss@min: 0.968604, loss@max: 1.402083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 156, LS: 0.001946, LT: 0.627219, Top1S: 100.000000, Top1T: 82.961464 Train:epoch: 157, loss@min: 0.953834, loss@max: 1.407432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 157, LS: 0.001943, LT: 0.626530, Top1S: 100.000000, Top1T: 83.083168 Train:epoch: 158, loss@min: 0.942788, loss@max: 1.425335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 158, LS: 0.001943, LT: 0.625790, Top1S: 100.000000, Top1T: 83.123734 Train:epoch: 159, loss@min: 0.961862, loss@max: 1.406410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 159, LS: 0.001944, LT: 0.625024, Top1S: 100.000000, Top1T: 83.083168 Train:epoch: 160, loss@min: 0.964033, loss@max: 1.401214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 160, LS: 0.001946, LT: 0.624269, Top1S: 100.000000, Top1T: 83.002029 Train:epoch: 161, loss@min: 0.960944, loss@max: 1.407381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 161, LS: 0.001948, LT: 0.623855, Top1S: 100.000000, Top1T: 82.880325 Train:epoch: 162, loss@min: 0.967540, loss@max: 1.397588, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 162, LS: 0.001950, LT: 0.623727, Top1S: 100.000000, Top1T: 82.920891 Train:epoch: 163, loss@min: 0.976085, loss@max: 1.387866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 163, LS: 0.001951, LT: 0.623446, Top1S: 100.000000, Top1T: 82.880325 Train:epoch: 164, loss@min: 0.969362, loss@max: 1.403324, Top1S acc: 100.000000, 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loss@min: 0.965511, loss@max: 1.391608, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 4, "test_freq": 1} ------------------------------------------- Tue May 30 17:52:49 2023 ------------------------------------------- Train:epoch: 1, loss@min: 12.553371, loss@max: 6.650062, Top1S acc: 59.765625, Top1T acc: 39.453125 Train:epoch: 2, loss@min: 9.131769, loss@max: 5.399580, Top1S acc: 92.968750, Top1T acc: 56.640625 Train:epoch: 3, loss@min: 6.420299, loss@max: 4.163236, Top1S acc: 98.437500, Top1T acc: 70.703125 Train:epoch: 4, loss@min: 3.599110, loss@max: 4.084870, Top1S acc: 98.437500, Top1T acc: 81.640625 Train:epoch: 5, loss@min: 2.293864, loss@max: 4.255766, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 6, loss@min: 1.470416, loss@max: 3.524974, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 7, loss@min: 1.595653, loss@max: 2.664684, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 8, loss@min: 1.728240, loss@max: 2.044317, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 9, loss@min: 1.527267, loss@max: 2.036558, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 10, loss@min: 1.449498, loss@max: 2.005055, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 11, loss@min: 1.193642, loss@max: 2.062162, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 12, loss@min: 1.061212, loss@max: 2.105043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.107198, loss@max: 2.062983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.232457, loss@max: 1.946626, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 1.152788, loss@max: 1.781353, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.130204, loss@max: 1.918638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.061954, loss@max: 1.843937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.191329, loss@max: 1.770087, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 1.106833, loss@max: 1.840504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.006449, loss@max: 1.912941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.112823, loss@max: 1.887997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.178777, loss@max: 1.717851, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 1.044645, loss@max: 1.769986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.050288, loss@max: 1.894954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.137691, loss@max: 1.745462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.123450, loss@max: 1.773866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.100630, loss@max: 1.872509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.056937, loss@max: 1.870969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.174734, loss@max: 1.932667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.073703, loss@max: 2.084727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.038189, loss@max: 2.032642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.166277, loss@max: 1.985506, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.155993, loss@max: 1.816041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.125256, loss@max: 1.973356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.110263, loss@max: 2.115632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.112540, loss@max: 1.948897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.120199, loss@max: 2.114925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.051554, loss@max: 2.011053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.119456, loss@max: 1.872458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.204665, loss@max: 1.823014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.087063, loss@max: 1.969048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.083722, loss@max: 1.971316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.095897, loss@max: 1.896286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.118905, loss@max: 2.002202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.096026, loss@max: 1.966216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.072835, loss@max: 1.959128, 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loss@max: 1.809135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.001096, loss@max: 1.776932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.009235, loss@max: 1.773459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.067023, loss@max: 1.635475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.069761, loss@max: 1.767282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.982479, loss@max: 1.787654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.996305, loss@max: 1.785299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.035862, loss@max: 1.731259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.045447, loss@max: 1.712018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.034220, loss@max: 1.649455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.068313, loss@max: 1.692406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.979167, loss@max: 1.738423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.002787, loss@max: 1.684247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.008156, loss@max: 1.675234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.012854, loss@max: 1.643231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001761, LT: 0.462919, Top1S: 100.000000, Top1T: 87.180527Best acc: 87.180527 Train:epoch: 71, loss@min: 1.016659, loss@max: 1.619803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001772, LT: 0.454700, Top1S: 100.000000, Top1T: 87.099388 Train:epoch: 72, loss@min: 0.982576, loss@max: 1.685840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001811, LT: 0.453116, Top1S: 100.000000, Top1T: 86.977692 Train:epoch: 73, loss@min: 1.015023, loss@max: 1.624744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001764, LT: 0.459728, Top1S: 100.000000, Top1T: 87.302231Best acc: 87.302231 Train:epoch: 74, loss@min: 1.013485, loss@max: 1.635194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001699, LT: 0.470673, Top1S: 100.000000, Top1T: 87.018257 Train:epoch: 75, loss@min: 1.057448, loss@max: 1.611830, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.001623, LT: 0.457271, Top1S: 100.000000, Top1T: 86.937119 Train:epoch: 76, loss@min: 1.043583, loss@max: 1.657521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001586, LT: 0.443027, Top1S: 100.000000, Top1T: 87.180527 Train:epoch: 77, loss@min: 1.031446, loss@max: 1.607870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.001662, LT: 0.440207, Top1S: 100.000000, Top1T: 87.423935Best acc: 87.423935 Train:epoch: 78, loss@min: 0.959136, loss@max: 1.604359, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.001741, LT: 0.441560, Top1S: 100.000000, Top1T: 87.626778Best acc: 87.626778 Train:epoch: 79, loss@min: 1.003453, loss@max: 1.618114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.001618, LT: 0.441709, Top1S: 100.000000, Top1T: 87.667343Best acc: 87.667343 Train:epoch: 80, loss@min: 1.000888, loss@max: 1.588645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001484, LT: 0.443244, Top1S: 100.000000, Top1T: 87.626778 Train:epoch: 81, loss@min: 1.001202, loss@max: 1.549918, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001495, LT: 0.447071, Top1S: 100.000000, Top1T: 87.383369 Train:epoch: 82, loss@min: 0.997339, loss@max: 1.597704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001568, LT: 0.451804, Top1S: 100.000000, Top1T: 87.383369 Train:epoch: 83, loss@min: 0.974871, loss@max: 1.533713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001635, LT: 0.440530, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 84, loss@min: 0.992953, loss@max: 1.539010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001572, LT: 0.433469, Top1S: 100.000000, Top1T: 87.626778 Train:epoch: 85, loss@min: 0.990178, loss@max: 1.525964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001477, LT: 0.445354, Top1S: 100.000000, Top1T: 87.423935 Train:epoch: 86, loss@min: 0.975481, loss@max: 1.499145, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001459, LT: 0.448710, Top1S: 100.000000, Top1T: 87.099388 Train:epoch: 87, loss@min: 0.973758, loss@max: 1.522250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001498, LT: 0.438122, Top1S: 100.000000, Top1T: 87.667343 Train:epoch: 88, loss@min: 0.991798, loss@max: 1.508790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001518, LT: 0.419410, Top1S: 100.000000, Top1T: 88.154160Best acc: 88.154160 Train:epoch: 89, loss@min: 1.003217, loss@max: 1.470599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001485, LT: 0.423831, Top1S: 100.000000, Top1T: 88.154160 Train:epoch: 90, loss@min: 0.967912, loss@max: 1.500972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001444, LT: 0.440677, Top1S: 100.000000, Top1T: 87.464500 Train:epoch: 91, loss@min: 0.960567, loss@max: 1.490412, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001437, LT: 0.441473, Top1S: 100.000000, Top1T: 87.423935 Train:epoch: 92, loss@min: 0.964745, loss@max: 1.481628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001471, LT: 0.426174, Top1S: 100.000000, Top1T: 87.910751 Train:epoch: 93, loss@min: 0.955539, loss@max: 1.474649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001480, LT: 0.410774, Top1S: 100.000000, Top1T: 88.154160 Train:epoch: 94, loss@min: 0.948805, loss@max: 1.484531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001440, LT: 0.412268, Top1S: 100.000000, Top1T: 88.154160 Train:epoch: 95, loss@min: 0.933928, loss@max: 1.489136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001396, LT: 0.422441, Top1S: 100.000000, Top1T: 87.951317 Train:epoch: 96, loss@min: 0.990977, loss@max: 1.437429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001390, LT: 0.427214, Top1S: 100.000000, Top1T: 87.707909 Train:epoch: 97, loss@min: 0.974595, loss@max: 1.428246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001416, LT: 0.419532, Top1S: 100.000000, Top1T: 88.113594 Train:epoch: 98, loss@min: 0.952090, loss@max: 1.474003, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001440, LT: 0.410042, Top1S: 100.000000, Top1T: 88.478699Best acc: 88.478699 Train:epoch: 99, loss@min: 0.962275, loss@max: 1.457217, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001429, LT: 0.405922, Top1S: 100.000000, Top1T: 88.600403Best acc: 88.600403 Train:epoch: 100, loss@min: 0.959526, loss@max: 1.432853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001385, LT: 0.407150, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 101, loss@min: 0.974026, loss@max: 1.428286, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001361, LT: 0.411906, Top1S: 100.000000, Top1T: 88.275864 Train:epoch: 102, loss@min: 0.947946, loss@max: 1.446926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001359, LT: 0.414121, Top1S: 100.000000, Top1T: 88.235298 Train:epoch: 103, loss@min: 0.956484, loss@max: 1.442171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001374, LT: 0.407476, Top1S: 100.000000, Top1T: 88.316429 Train:epoch: 104, loss@min: 0.942315, loss@max: 1.433707, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001397, LT: 0.402341, Top1S: 100.000000, Top1T: 88.316429 Train:epoch: 105, loss@min: 0.927643, loss@max: 1.459688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001378, LT: 0.402042, Top1S: 100.000000, Top1T: 88.478699 Train:epoch: 106, loss@min: 0.954595, loss@max: 1.432379, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001353, LT: 0.406466, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 107, loss@min: 0.943711, loss@max: 1.413864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001339, LT: 0.408061, Top1S: 100.000000, Top1T: 88.316429 Train:epoch: 108, loss@min: 0.958173, loss@max: 1.405992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001346, LT: 0.407072, Top1S: 100.000000, Top1T: 88.275864 Train:epoch: 109, loss@min: 0.974549, loss@max: 1.398348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001357, LT: 0.405244, Top1S: 100.000000, Top1T: 88.194725 Train:epoch: 110, loss@min: 0.950085, loss@max: 1.422646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001364, LT: 0.403491, Top1S: 100.000000, Top1T: 88.316429 Train:epoch: 111, loss@min: 0.964795, loss@max: 1.400686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001358, LT: 0.402462, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 112, loss@min: 0.964720, loss@max: 1.407972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001345, LT: 0.400444, Top1S: 100.000000, Top1T: 88.275864 Train:epoch: 113, loss@min: 0.959153, loss@max: 1.404699, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001336, LT: 0.399723, Top1S: 100.000000, Top1T: 88.438133 Train:epoch: 114, loss@min: 0.955881, loss@max: 1.403323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001335, LT: 0.400852, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 115, loss@min: 0.934557, loss@max: 1.441396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001330, LT: 0.402687, Top1S: 100.000000, Top1T: 88.316429 Train:epoch: 116, loss@min: 0.948375, loss@max: 1.419816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001329, LT: 0.402052, Top1S: 100.000000, Top1T: 88.235298 Train:epoch: 117, loss@min: 0.954755, loss@max: 1.415701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001325, LT: 0.402094, Top1S: 100.000000, Top1T: 88.275864 Train:epoch: 118, loss@min: 0.953764, loss@max: 1.405174, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001326, LT: 0.400885, Top1S: 100.000000, Top1T: 88.438133 Train:epoch: 119, loss@min: 0.958427, loss@max: 1.414092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001325, LT: 0.399519, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 120, loss@min: 0.963230, loss@max: 1.402791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001322, LT: 0.399176, Top1S: 100.000000, Top1T: 88.519272 Train:epoch: 121, loss@min: 0.954540, loss@max: 1.406031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001318, LT: 0.399074, Top1S: 100.000000, Top1T: 88.519272 Train:epoch: 122, loss@min: 0.986742, loss@max: 1.383793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001318, LT: 0.398972, Top1S: 100.000000, Top1T: 88.519272 Train:epoch: 123, loss@min: 0.950602, loss@max: 1.406631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001317, LT: 0.399642, Top1S: 100.000000, Top1T: 88.478699 Train:epoch: 124, loss@min: 0.944580, loss@max: 1.416804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001315, LT: 0.400934, Top1S: 100.000000, Top1T: 88.438133 Train:epoch: 125, loss@min: 0.963757, loss@max: 1.397010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001312, LT: 0.401521, Top1S: 100.000000, Top1T: 88.438133 Train:epoch: 126, loss@min: 0.948726, loss@max: 1.412272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001310, LT: 0.401122, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 127, loss@min: 0.933752, loss@max: 1.417468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001309, LT: 0.399996, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 128, loss@min: 0.957180, loss@max: 1.395758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001310, LT: 0.398940, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 129, loss@min: 0.950297, loss@max: 1.405640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001311, LT: 0.398261, Top1S: 100.000000, Top1T: 88.438133 Train:epoch: 130, loss@min: 0.959746, loss@max: 1.388927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001309, LT: 0.397966, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 131, loss@min: 0.959659, loss@max: 1.398118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001308, LT: 0.397997, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 132, loss@min: 0.956830, loss@max: 1.394788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001307, LT: 0.398317, Top1S: 100.000000, Top1T: 88.438133 Train:epoch: 133, loss@min: 0.937015, loss@max: 1.412163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001305, LT: 0.398516, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 134, loss@min: 0.950535, loss@max: 1.402150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001304, LT: 0.398716, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 135, loss@min: 0.947077, loss@max: 1.417608, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001304, LT: 0.398723, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 136, loss@min: 0.950318, loss@max: 1.397973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001304, LT: 0.398529, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 137, loss@min: 0.941178, loss@max: 1.412303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001304, LT: 0.398312, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 138, loss@min: 0.943575, loss@max: 1.410917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001304, LT: 0.398130, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 139, loss@min: 0.952334, loss@max: 1.389820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001304, LT: 0.398136, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 140, loss@min: 0.957630, loss@max: 1.393508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001304, LT: 0.398254, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 141, loss@min: 0.961209, loss@max: 1.383889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001304, LT: 0.398252, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 142, loss@min: 0.953207, loss@max: 1.397784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001304, LT: 0.398247, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 143, loss@min: 0.956549, loss@max: 1.397454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001304, LT: 0.398275, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 144, loss@min: 0.965941, loss@max: 1.382747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001304, LT: 0.398246, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 145, loss@min: 0.941868, loss@max: 1.406459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001304, LT: 0.398224, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 146, loss@min: 0.947687, loss@max: 1.407224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001304, LT: 0.398221, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 147, loss@min: 0.951412, loss@max: 1.412690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001304, LT: 0.398218, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 148, loss@min: 0.948598, loss@max: 1.402847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001304, LT: 0.398217, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 149, loss@min: 0.947753, loss@max: 1.400162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001304, LT: 0.398217, Top1S: 100.000000, Top1T: 88.356995 Train:epoch: 150, loss@min: 0.956500, loss@max: 1.399204, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001304, LT: 0.398217, Top1S: 100.000000, Top1T: 88.356995 ------------------------------------------- Tue May 30 18:45:01 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 4, "test_freq": 1} ------------------------------------------- Tue May 30 21:06:24 2023 ------------------------------------------- Train:epoch: 1, loss@min: 12.553222, loss@max: 6.650043, Top1S acc: 59.765625, Top1T acc: 39.453125 Train:epoch: 2, loss@min: 9.131412, loss@max: 5.399564, Top1S acc: 92.968750, Top1T acc: 56.640625 Train:epoch: 3, loss@min: 6.420348, loss@max: 4.163269, Top1S acc: 98.437500, Top1T acc: 70.703125 Train:epoch: 4, loss@min: 3.599230, loss@max: 4.084864, Top1S acc: 98.437500, Top1T acc: 81.640625 Train:epoch: 5, loss@min: 2.293771, loss@max: 4.255786, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 6, loss@min: 1.470385, loss@max: 3.524955, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 7, loss@min: 1.595666, loss@max: 2.664631, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 8, loss@min: 1.728363, loss@max: 2.044340, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 9, loss@min: 1.527236, loss@max: 2.036577, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 10, loss@min: 1.449436, loss@max: 2.005189, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 11, loss@min: 1.193666, loss@max: 2.062109, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 12, loss@min: 1.061233, loss@max: 2.105003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.107183, loss@max: 2.063162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.232430, loss@max: 1.946655, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 1.152917, loss@max: 1.781189, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.130226, loss@max: 1.918667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.061896, loss@max: 1.844113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.191405, loss@max: 1.770197, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 1.106801, loss@max: 1.840455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.006530, loss@max: 1.913120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.112933, loss@max: 1.888213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.178490, loss@max: 1.717938, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 1.044359, loss@max: 1.770003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.049930, loss@max: 1.894155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.138023, loss@max: 1.745260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.123262, loss@max: 1.773566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.100763, loss@max: 1.872756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.056933, loss@max: 1.870367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.174778, loss@max: 1.932450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.073333, loss@max: 2.085657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.038035, loss@max: 2.033338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.166871, loss@max: 1.985343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.156317, loss@max: 1.816171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.124872, loss@max: 1.975416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.110195, loss@max: 2.115890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.112527, loss@max: 1.947902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.120584, loss@max: 2.114242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.052499, loss@max: 2.009884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.118793, loss@max: 1.872588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.204523, loss@max: 1.824883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.086167, loss@max: 1.967815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.083073, loss@max: 1.968226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.096804, loss@max: 1.895196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.118415, loss@max: 1.999184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.095499, loss@max: 1.967434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.072235, loss@max: 1.958026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.038237, loss@max: 2.011070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.018629, loss@max: 1.972486, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 1.109384, loss@max: 1.786577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.155848, loss@max: 1.818832, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 1.070689, loss@max: 1.859653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.028303, loss@max: 1.984091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.056086, loss@max: 1.811446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.089141, loss@max: 1.785646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.092915, loss@max: 1.853000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.036409, loss@max: 1.830380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.998534, loss@max: 1.782640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.032635, loss@max: 1.766845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.064747, loss@max: 1.638267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.062139, loss@max: 1.799237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.978019, loss@max: 1.780866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.009231, loss@max: 1.778992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.030040, loss@max: 1.736314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.040541, loss@max: 1.721921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.042336, loss@max: 1.671056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.070864, loss@max: 1.680398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.990723, loss@max: 1.749567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.998839, loss@max: 1.697102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.007921, loss@max: 1.695565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.021672, loss@max: 1.643392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001756, LT: 0.464109, Top1S: 100.000000, Top1T: 87.139961Best acc: 87.139961 Train:epoch: 71, loss@min: 1.019808, loss@max: 1.625493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001719, LT: 0.455580, Top1S: 100.000000, Top1T: 86.855988 Train:epoch: 72, loss@min: 0.979058, loss@max: 1.678119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001755, LT: 0.449198, Top1S: 100.000000, Top1T: 87.180527Best acc: 87.180527 Train:epoch: 73, loss@min: 1.013195, loss@max: 1.624107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001753, LT: 0.459459, Top1S: 100.000000, Top1T: 87.261665Best acc: 87.261665 Train:epoch: 74, loss@min: 1.016264, loss@max: 1.634899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001722, LT: 0.473663, Top1S: 100.000000, Top1T: 86.734283 Train:epoch: 75, loss@min: 1.050452, loss@max: 1.600370, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 8, "test_freq": 1} ------------------------------------------- Tue May 30 21:16:34 2023 ------------------------------------------- Train:epoch: 1, loss@min: 13.494823, loss@max: 6.378188, Top1S acc: 91.406250, Top1T acc: 35.546875 Train:epoch: 2, loss@min: 8.219177, loss@max: 4.165046, Top1S acc: 99.218750, Top1T acc: 63.671875 Train:epoch: 3, loss@min: 2.985998, loss@max: 4.146810, Top1S acc: 100.000000, Top1T acc: 83.984375 Train:epoch: 4, loss@min: 2.441152, loss@max: 2.842845, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 5, loss@min: 2.172164, loss@max: 2.488824, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 6, loss@min: 1.792224, loss@max: 2.339845, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 7, loss@min: 1.269037, loss@max: 2.284369, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 8, loss@min: 1.443493, loss@max: 2.081741, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 9, loss@min: 1.364259, loss@max: 1.989346, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 10, loss@min: 1.257716, loss@max: 2.046378, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 11, loss@min: 1.285148, loss@max: 2.116043, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 12, loss@min: 1.125153, loss@max: 2.027279, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 13, loss@min: 1.180143, loss@max: 1.979996, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 1.193678, loss@max: 1.963357, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 15, loss@min: 1.342343, loss@max: 1.941435, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 16, loss@min: 1.438463, loss@max: 2.227512, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 17, loss@min: 1.236332, loss@max: 2.171873, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 18, loss@min: 1.109471, loss@max: 2.383771, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 1.299110, loss@max: 2.002976, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 20, loss@min: 1.154833, loss@max: 2.177921, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.242124, loss@max: 2.038754, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.281726, loss@max: 2.134337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.179685, loss@max: 2.185935, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 24, loss@min: 1.319753, loss@max: 2.166384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.244494, loss@max: 2.172920, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 1.321753, loss@max: 2.397729, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 1.228294, loss@max: 2.188363, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.343302, loss@max: 2.153346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.276231, loss@max: 2.164011, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 1.185265, loss@max: 2.200678, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 1.269019, loss@max: 2.179669, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 1.259877, loss@max: 2.187476, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 1.231671, loss@max: 2.695865, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 1.213772, loss@max: 2.260499, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 35, loss@min: 1.349698, loss@max: 2.221859, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 36, loss@min: 1.147564, loss@max: 1.984588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.239513, loss@max: 2.190530, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 38, loss@min: 1.387226, loss@max: 2.299478, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.159212, loss@max: 2.137925, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 1.198622, loss@max: 2.067403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.137512, loss@max: 2.214319, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 1.224087, loss@max: 2.131048, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 1.283786, loss@max: 2.029566, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 1.122628, loss@max: 2.212713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.204091, loss@max: 2.117596, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 1.108620, loss@max: 2.051871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.119535, loss@max: 2.072368, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 48, loss@min: 1.128314, loss@max: 2.071562, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.037125, loss@max: 1.933025, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 50, loss@min: 1.156878, loss@max: 2.009123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.088270, loss@max: 1.975845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.125023, loss@max: 2.103992, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 1.146513, loss@max: 1.950554, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 1.006589, loss@max: 2.005398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.237534, loss@max: 1.964151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.998284, loss@max: 1.866313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.029222, loss@max: 1.798439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.084707, loss@max: 1.762347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.025402, loss@max: 1.852028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.154149, loss@max: 1.812901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.066265, loss@max: 1.747379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.042260, loss@max: 1.824056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.112422, loss@max: 1.720489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.013362, loss@max: 1.756192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.049254, loss@max: 1.628981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.047035, loss@max: 1.718925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.016516, loss@max: 1.763674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.011822, loss@max: 1.700174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.038962, loss@max: 1.781880, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 1.052291, loss@max: 1.661849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001130, LT: 0.380598, Top1S: 100.000000, Top1T: 88.965515Best acc: 88.965515 Train:epoch: 71, loss@min: 0.988780, loss@max: 1.639878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001047, LT: 0.380996, Top1S: 100.000000, Top1T: 88.762680 Train:epoch: 72, loss@min: 0.967255, loss@max: 1.621747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001050, LT: 0.386045, Top1S: 100.000000, Top1T: 89.087219Best acc: 89.087219 Train:epoch: 73, loss@min: 1.015700, loss@max: 1.753604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001016, LT: 0.385735, Top1S: 100.000000, Top1T: 88.600403 Train:epoch: 74, loss@min: 0.964740, loss@max: 1.629615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001138, LT: 0.384082, Top1S: 100.000000, Top1T: 88.194725 Train:epoch: 75, loss@min: 1.047877, loss@max: 1.573784, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 75, LS: 0.000993, LT: 0.388440, Top1S: 100.000000, Top1T: 88.640976 Train:epoch: 76, loss@min: 1.035986, loss@max: 1.617302, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001045, LT: 0.387733, Top1S: 100.000000, Top1T: 88.803246 Train:epoch: 77, loss@min: 1.001555, loss@max: 1.647090, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.001028, LT: 0.374190, Top1S: 100.000000, Top1T: 88.965515 Train:epoch: 78, loss@min: 0.964745, loss@max: 1.634202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.001001, LT: 0.373556, Top1S: 100.000000, Top1T: 88.762680 Train:epoch: 79, loss@min: 1.025739, loss@max: 1.569021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000911, LT: 0.384347, Top1S: 100.000000, Top1T: 88.843811 Train:epoch: 80, loss@min: 0.999438, loss@max: 1.581657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000997, LT: 0.365548, Top1S: 100.000000, Top1T: 89.006088 Train:epoch: 81, loss@min: 1.071380, loss@max: 1.659918, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001017, LT: 0.367318, Top1S: 100.000000, Top1T: 89.290062Best acc: 89.290062 Train:epoch: 82, loss@min: 0.990907, loss@max: 1.610700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000848, LT: 0.385315, Top1S: 100.000000, Top1T: 88.600403 Train:epoch: 83, loss@min: 0.991622, loss@max: 1.567153, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 0.000900, LT: 0.389812, Top1S: 100.000000, Top1T: 88.600403 Train:epoch: 84, loss@min: 1.013005, loss@max: 1.522312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000912, LT: 0.382911, Top1S: 100.000000, Top1T: 88.803246 Train:epoch: 85, loss@min: 0.954717, loss@max: 1.536078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000923, LT: 0.372722, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 86, loss@min: 0.941454, loss@max: 1.553998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000912, LT: 0.376438, Top1S: 100.000000, Top1T: 88.924950 Train:epoch: 87, loss@min: 1.001738, loss@max: 1.537504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000920, LT: 0.371025, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 88, loss@min: 0.983281, loss@max: 1.482821, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000891, LT: 0.370428, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 89, loss@min: 0.993391, loss@max: 1.470168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000864, LT: 0.371272, Top1S: 100.000000, Top1T: 89.006088 Train:epoch: 90, loss@min: 0.980094, loss@max: 1.462406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000912, LT: 0.355847, Top1S: 100.000000, Top1T: 89.736305Best acc: 89.736305 Train:epoch: 91, loss@min: 0.985742, loss@max: 1.522393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000908, LT: 0.356248, Top1S: 100.000000, Top1T: 89.695740 Train:epoch: 92, loss@min: 0.994607, loss@max: 1.446818, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 0.000891, LT: 0.356474, Top1S: 100.000000, Top1T: 89.574036 Train:epoch: 93, loss@min: 1.004245, loss@max: 1.448034, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 0.000860, LT: 0.361996, Top1S: 100.000000, Top1T: 89.533470 Train:epoch: 94, loss@min: 0.969777, loss@max: 1.456482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000870, LT: 0.364443, Top1S: 100.000000, Top1T: 89.492905 Train:epoch: 95, loss@min: 0.967235, loss@max: 1.442662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000862, LT: 0.357907, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 96, loss@min: 0.979718, loss@max: 1.472583, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 0.000835, LT: 0.353208, Top1S: 100.000000, Top1T: 89.655174 Train:epoch: 97, loss@min: 0.986611, loss@max: 1.439003, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000855, LT: 0.364534, Top1S: 100.000000, Top1T: 89.574036 Train:epoch: 98, loss@min: 0.971896, loss@max: 1.474631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000858, LT: 0.369282, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 99, loss@min: 0.942466, loss@max: 1.475364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000832, LT: 0.365577, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 100, loss@min: 0.930251, loss@max: 1.456762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000856, LT: 0.362654, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 101, loss@min: 0.959316, loss@max: 1.443442, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 101, LS: 0.000850, LT: 0.366281, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 102, loss@min: 0.963061, loss@max: 1.427737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000820, LT: 0.372415, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 103, loss@min: 0.961844, loss@max: 1.429640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000811, LT: 0.367279, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 104, loss@min: 0.962100, loss@max: 1.423418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000830, LT: 0.359334, Top1S: 100.000000, Top1T: 89.533470 Train:epoch: 105, loss@min: 0.964062, loss@max: 1.407435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000814, LT: 0.354918, Top1S: 100.000000, Top1T: 89.736305 Train:epoch: 106, loss@min: 0.948536, loss@max: 1.428711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000806, LT: 0.363453, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 107, loss@min: 0.975258, loss@max: 1.382216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000800, LT: 0.375149, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 108, loss@min: 0.927332, loss@max: 1.428182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000805, LT: 0.374855, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 109, loss@min: 0.940359, loss@max: 1.431861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000811, LT: 0.368332, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 110, loss@min: 0.969189, loss@max: 1.406178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000815, LT: 0.364043, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 111, loss@min: 0.965451, loss@max: 1.390896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000808, LT: 0.364591, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 112, loss@min: 0.954852, loss@max: 1.404540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000800, LT: 0.364218, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 113, loss@min: 0.974803, loss@max: 1.406753, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 113, LS: 0.000797, LT: 0.363159, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 114, loss@min: 0.942699, loss@max: 1.413933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000792, LT: 0.362418, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 115, loss@min: 0.955294, loss@max: 1.402690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000791, LT: 0.366295, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 116, loss@min: 0.947140, loss@max: 1.408941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000796, LT: 0.370704, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 117, loss@min: 0.954202, loss@max: 1.402364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000797, LT: 0.371978, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 118, loss@min: 0.955139, loss@max: 1.400132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000796, LT: 0.370859, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 119, loss@min: 0.947133, loss@max: 1.397309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000790, LT: 0.371495, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 120, loss@min: 0.956801, loss@max: 1.386999, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000792, LT: 0.374413, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 121, loss@min: 0.963060, loss@max: 1.382585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000791, LT: 0.379739, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 122, loss@min: 0.943875, loss@max: 1.398351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000792, LT: 0.379121, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 123, loss@min: 0.945245, loss@max: 1.400242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000793, LT: 0.376496, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 124, loss@min: 0.963336, loss@max: 1.386846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000789, LT: 0.376261, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 125, loss@min: 0.942110, loss@max: 1.395248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000785, LT: 0.376982, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 126, loss@min: 0.953503, loss@max: 1.391200, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000787, LT: 0.376050, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 127, loss@min: 0.945283, loss@max: 1.395654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000788, LT: 0.374588, Top1S: 100.000000, Top1T: 88.924950 Train:epoch: 128, loss@min: 0.936442, loss@max: 1.401387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000789, LT: 0.373485, Top1S: 100.000000, Top1T: 88.924950 Train:epoch: 129, loss@min: 0.951869, loss@max: 1.390423, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000786, LT: 0.372478, Top1S: 100.000000, Top1T: 88.965515 Train:epoch: 130, loss@min: 0.961819, loss@max: 1.376787, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000783, LT: 0.372865, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 131, loss@min: 0.955823, loss@max: 1.385231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000782, LT: 0.373730, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 132, loss@min: 0.949318, loss@max: 1.390998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000781, LT: 0.374104, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 133, loss@min: 0.961350, loss@max: 1.378872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000781, LT: 0.373177, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 134, loss@min: 0.960195, loss@max: 1.390059, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000782, LT: 0.372155, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 135, loss@min: 0.959192, loss@max: 1.377242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000782, LT: 0.371626, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 136, loss@min: 0.956407, loss@max: 1.386183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000783, LT: 0.371310, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 137, loss@min: 0.953344, loss@max: 1.380231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000782, LT: 0.371525, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 138, loss@min: 0.955133, loss@max: 1.381817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000781, LT: 0.371781, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 139, loss@min: 0.960261, loss@max: 1.382094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000781, LT: 0.371877, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 140, loss@min: 0.948025, loss@max: 1.386600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000780, LT: 0.372041, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 141, loss@min: 0.944321, loss@max: 1.391521, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 8, "test_freq": 1} ------------------------------------------- Tue May 30 22:30:30 2023 ------------------------------------------- Train:epoch: 1, loss@min: 13.494823, loss@max: 6.378188, Top1S acc: 91.406250, Top1T acc: 35.546875{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 8, "test_freq": 1} ------------------------------------------- Tue May 30 22:40:13 2023 ------------------------------------------- Train:epoch: 1, loss@min: 13.494821, loss@max: 6.378189, Top1S acc: 91.406250, Top1T acc: 35.546875 Train:epoch: 2, loss@min: 8.219189, loss@max: 4.165058, Top1S acc: 99.218750, Top1T acc: 63.671875 Train:epoch: 3, loss@min: 2.986005, loss@max: 4.146792, Top1S acc: 100.000000, Top1T acc: 83.984375 Train:epoch: 4, loss@min: 2.441163, loss@max: 2.842843, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 5, loss@min: 2.172160, loss@max: 2.488837, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 6, loss@min: 1.792222, loss@max: 2.339841, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 7, loss@min: 1.269033, loss@max: 2.284363, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 8, loss@min: 1.443500, loss@max: 2.081748, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 9, loss@min: 1.364263, loss@max: 1.989355, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 10, loss@min: 1.257726, loss@max: 2.046369, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 11, loss@min: 1.285154, loss@max: 2.116047, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 12, loss@min: 1.125155, loss@max: 2.027281, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 13, loss@min: 1.180153, loss@max: 1.979991, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 1.193677, loss@max: 1.963353, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 15, loss@min: 1.342351, loss@max: 1.941447, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 16, loss@min: 1.438480, loss@max: 2.227499, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 17, loss@min: 1.236310, loss@max: 2.171867, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 18, loss@min: 1.109519, loss@max: 2.383653, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 1.299099, loss@max: 2.002950, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 20, loss@min: 1.154825, loss@max: 2.177771, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.242114, loss@max: 2.038780, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.281704, loss@max: 2.134095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.179597, loss@max: 2.186096, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 24, loss@min: 1.320020, loss@max: 2.166288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.244165, loss@max: 2.173008, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 1.322125, loss@max: 2.398349, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 1.228507, loss@max: 2.187793, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.343090, loss@max: 2.154565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.276698, loss@max: 2.165781, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 1.185395, loss@max: 2.201062, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 1.268732, loss@max: 2.180854, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 1.258482, loss@max: 2.187801, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 1.232578, loss@max: 2.695033, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 1.213775, loss@max: 2.258359, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 35, loss@min: 1.349112, loss@max: 2.219596, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 36, loss@min: 1.145894, loss@max: 1.983286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.239877, loss@max: 2.188123, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 38, loss@min: 1.387842, loss@max: 2.297997, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.161602, loss@max: 2.132580, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 1.202055, loss@max: 2.062643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.140537, loss@max: 2.216292, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 1.230655, loss@max: 2.128325, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 1.281566, loss@max: 2.032613, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 1.118060, loss@max: 2.217593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.213500, loss@max: 2.125357, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 1.108305, loss@max: 2.070716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.128614, loss@max: 2.069849, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 48, loss@min: 1.121031, loss@max: 2.073994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.043568, loss@max: 1.939615, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 50, loss@min: 1.152010, loss@max: 2.019806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.001491, LT: 0.452139, Top1S: 100.000000, Top1T: 86.855988Best acc: 86.855988 Train:epoch: 51, loss@min: 1.096845, loss@max: 1.963392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.001507, LT: 0.420097, Top1S: 100.000000, Top1T: 87.423935Best acc: 87.423935 Train:epoch: 52, loss@min: 1.149390, loss@max: 2.127586, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 52, LS: 0.001370, LT: 0.404508, Top1S: 100.000000, Top1T: 88.762680Best acc: 88.762680 Train:epoch: 53, loss@min: 1.136320, loss@max: 1.947976, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 53, LS: 0.001422, LT: 0.442234, Top1S: 100.000000, Top1T: 87.342796 Train:epoch: 54, loss@min: 1.019596, loss@max: 1.992083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.001614, LT: 0.427611, Top1S: 100.000000, Top1T: 87.423935 Train:epoch: 55, loss@min: 1.218210, loss@max: 1.984877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.001418, LT: 0.406640, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 56, loss@min: 1.018555, loss@max: 1.848828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.001262, LT: 0.420025, Top1S: 100.000000, Top1T: 87.951317 Train:epoch: 57, loss@min: 1.056974, loss@max: 1.807847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.001408, LT: 0.397186, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 58, loss@min: 1.101575, loss@max: 1.792513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.001216, LT: 0.390738, Top1S: 100.000000, Top1T: 88.803246Best acc: 88.803246 Train:epoch: 59, loss@min: 1.044062, loss@max: 1.829466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.001250, LT: 0.392687, Top1S: 100.000000, Top1T: 88.640976 Train:epoch: 60, loss@min: 1.138914, loss@max: 1.848741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.001324, LT: 0.378531, Top1S: 100.000000, Top1T: 88.843811Best acc: 88.843811 Train:epoch: 61, loss@min: 1.035364, loss@max: 1.694445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.001278, LT: 0.407370, Top1S: 100.000000, Top1T: 87.910751 Train:epoch: 62, loss@min: 1.059512, loss@max: 1.793467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.001098, LT: 0.393315, Top1S: 100.000000, Top1T: 88.397568 Train:epoch: 63, loss@min: 1.095190, loss@max: 1.685457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001096, LT: 0.387226, Top1S: 100.000000, Top1T: 88.843811 Train:epoch: 64, loss@min: 1.016414, loss@max: 1.683982, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 64, LS: 0.001226, LT: 0.376231, Top1S: 100.000000, Top1T: 88.600403 Train:epoch: 65, loss@min: 1.049961, loss@max: 1.589149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001113, LT: 0.375141, Top1S: 100.000000, Top1T: 88.884384Best acc: 88.884384 Train:epoch: 66, loss@min: 1.029670, loss@max: 1.718339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001092, LT: 0.378064, Top1S: 100.000000, Top1T: 89.290062Best acc: 89.290062 Train:epoch: 67, loss@min: 1.021410, loss@max: 1.726082, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001188, LT: 0.376116, Top1S: 100.000000, Top1T: 88.965515 Train:epoch: 68, loss@min: 1.005656, loss@max: 1.721429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001103, LT: 0.392973, Top1S: 100.000000, Top1T: 88.194725 Train:epoch: 69, loss@min: 1.028906, loss@max: 1.754544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001001, LT: 0.379285, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 70, loss@min: 1.047707, loss@max: 1.675172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001112, LT: 0.379425, Top1S: 100.000000, Top1T: 88.803246 Train:epoch: 71, loss@min: 0.973169, loss@max: 1.647958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001111, LT: 0.380041, Top1S: 100.000000, Top1T: 88.722107 Train:epoch: 72, loss@min: 0.976495, loss@max: 1.654558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001003, LT: 0.382032, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 73, loss@min: 1.013958, loss@max: 1.795487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001023, LT: 0.378670, Top1S: 100.000000, Top1T: 88.924950 Train:epoch: 74, loss@min: 0.960221, loss@max: 1.656625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001161, LT: 0.385563, Top1S: 100.000000, Top1T: 88.600403 Train:epoch: 75, loss@min: 1.084780, loss@max: 1.595825, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 75, LS: 0.001013, LT: 0.388629, Top1S: 100.000000, Top1T: 88.600403 Train:epoch: 76, loss@min: 0.990319, loss@max: 1.680153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001053, LT: 0.383722, Top1S: 100.000000, Top1T: 88.884384 Train:epoch: 77, loss@min: 1.000738, loss@max: 1.702002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.001000, LT: 0.378554, Top1S: 100.000000, Top1T: 88.762680 Train:epoch: 78, loss@min: 0.967694, loss@max: 1.659269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000986, LT: 0.377233, Top1S: 100.000000, Top1T: 88.559837 Train:epoch: 79, loss@min: 1.004478, loss@max: 1.579513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000929, LT: 0.388407, Top1S: 100.000000, Top1T: 88.681541 Train:epoch: 80, loss@min: 1.034091, loss@max: 1.589268, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001032, LT: 0.367572, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 81, loss@min: 1.077081, loss@max: 1.661565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001003, LT: 0.367687, Top1S: 100.000000, Top1T: 89.371201Best acc: 89.371201 Train:epoch: 82, loss@min: 0.995179, loss@max: 1.599920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000841, LT: 0.386571, Top1S: 100.000000, Top1T: 88.559837 Train:epoch: 83, loss@min: 0.979362, loss@max: 1.579398, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 0.000875, LT: 0.393636, Top1S: 100.000000, Top1T: 88.600403 Train:epoch: 84, loss@min: 1.009019, loss@max: 1.539673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000907, LT: 0.384895, Top1S: 100.000000, Top1T: 88.681541 Train:epoch: 85, loss@min: 0.977743, loss@max: 1.547125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000941, LT: 0.376833, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 86, loss@min: 0.932589, loss@max: 1.542682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000908, LT: 0.373913, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 87, loss@min: 0.974090, loss@max: 1.552728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000898, LT: 0.372759, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 88, loss@min: 0.983711, loss@max: 1.496711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000888, LT: 0.374419, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 89, loss@min: 0.982195, loss@max: 1.485050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000874, LT: 0.369028, Top1S: 100.000000, Top1T: 88.965515 Train:epoch: 90, loss@min: 0.993868, loss@max: 1.456676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000921, LT: 0.358111, Top1S: 100.000000, Top1T: 89.452332Best acc: 89.452332 Train:epoch: 91, loss@min: 0.972616, loss@max: 1.486428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000890, LT: 0.359471, Top1S: 100.000000, Top1T: 89.574036Best acc: 89.574036 Train:epoch: 92, loss@min: 0.996992, loss@max: 1.456063, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 0.000876, LT: 0.357789, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 93, loss@min: 0.980514, loss@max: 1.453665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000859, LT: 0.362574, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 94, loss@min: 0.968531, loss@max: 1.448717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000863, LT: 0.366201, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 95, loss@min: 0.973986, loss@max: 1.426726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000850, LT: 0.360764, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 96, loss@min: 0.980504, loss@max: 1.467428, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 0.000822, LT: 0.357693, Top1S: 100.000000, Top1T: 89.492905 Train:epoch: 97, loss@min: 0.986772, loss@max: 1.439665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000851, LT: 0.370355, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 98, loss@min: 0.962693, loss@max: 1.452596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000850, LT: 0.370252, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 99, loss@min: 0.952315, loss@max: 1.464112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000824, LT: 0.368719, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 100, loss@min: 0.924660, loss@max: 1.465325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000840, LT: 0.371013, Top1S: 100.000000, Top1T: 89.006088 Train:epoch: 101, loss@min: 0.959159, loss@max: 1.447062, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 101, LS: 0.000840, LT: 0.371445, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 102, loss@min: 0.966829, loss@max: 1.405073, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000820, LT: 0.371475, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 103, loss@min: 0.968185, loss@max: 1.422008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000812, LT: 0.368498, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 104, loss@min: 0.956236, loss@max: 1.423628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000819, LT: 0.364725, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 105, loss@min: 0.961871, loss@max: 1.408633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000798, LT: 0.360934, Top1S: 100.000000, Top1T: 89.614601Best acc: 89.614601 Train:epoch: 106, loss@min: 0.948670, loss@max: 1.433779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000794, LT: 0.367470, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 107, loss@min: 0.976149, loss@max: 1.383847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000798, LT: 0.378271, Top1S: 100.000000, Top1T: 88.924950 Train:epoch: 108, loss@min: 0.929478, loss@max: 1.427945, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000802, LT: 0.377724, Top1S: 100.000000, Top1T: 88.884384 Train:epoch: 109, loss@min: 0.938883, loss@max: 1.426778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000802, LT: 0.371330, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 110, loss@min: 0.973895, loss@max: 1.396861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000803, LT: 0.368170, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 111, loss@min: 0.964354, loss@max: 1.388982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000799, LT: 0.369057, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 112, loss@min: 0.952566, loss@max: 1.406840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000794, LT: 0.368356, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 113, loss@min: 0.973562, loss@max: 1.405420, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 113, LS: 0.000791, LT: 0.366833, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 114, loss@min: 0.943558, loss@max: 1.411458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000785, LT: 0.365758, Top1S: 100.000000, Top1T: 89.330627 Train:epoch: 115, loss@min: 0.954355, loss@max: 1.400783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000784, LT: 0.369794, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 116, loss@min: 0.947953, loss@max: 1.407453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000790, LT: 0.374715, Top1S: 100.000000, Top1T: 89.208923 Train:epoch: 117, loss@min: 0.952213, loss@max: 1.401995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000791, LT: 0.376109, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 118, loss@min: 0.955518, loss@max: 1.398897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000790, LT: 0.374451, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 119, loss@min: 0.944366, loss@max: 1.398593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000783, LT: 0.375033, Top1S: 100.000000, Top1T: 88.965515 Train:epoch: 120, loss@min: 0.955855, loss@max: 1.388699, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000784, LT: 0.378195, Top1S: 100.000000, Top1T: 89.006088 Train:epoch: 121, loss@min: 0.961628, loss@max: 1.382250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000783, LT: 0.383783, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 122, loss@min: 0.945203, loss@max: 1.395846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000784, LT: 0.383458, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 123, loss@min: 0.943469, loss@max: 1.402532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000785, LT: 0.380360, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 124, loss@min: 0.964176, loss@max: 1.385497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000782, LT: 0.379652, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 125, loss@min: 0.942104, loss@max: 1.395628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000779, LT: 0.380487, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 126, loss@min: 0.950818, loss@max: 1.394709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000780, LT: 0.379528, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 127, loss@min: 0.945633, loss@max: 1.395531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000781, LT: 0.377858, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 128, loss@min: 0.940131, loss@max: 1.397640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000782, LT: 0.376719, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 129, loss@min: 0.949813, loss@max: 1.392954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000779, LT: 0.375794, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 130, loss@min: 0.959655, loss@max: 1.378523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000776, LT: 0.376306, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 131, loss@min: 0.955145, loss@max: 1.385481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000775, LT: 0.377334, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 132, loss@min: 0.948762, loss@max: 1.391783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000775, LT: 0.377847, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 133, loss@min: 0.963096, loss@max: 1.376838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000775, LT: 0.376803, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 134, loss@min: 0.959302, loss@max: 1.388447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000775, LT: 0.375517, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 135, loss@min: 0.957654, loss@max: 1.378367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000775, LT: 0.374844, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 136, loss@min: 0.958823, loss@max: 1.384514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000776, LT: 0.374504, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 137, loss@min: 0.954469, loss@max: 1.379016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000775, LT: 0.374759, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 138, loss@min: 0.952324, loss@max: 1.384096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000774, LT: 0.375030, Top1S: 100.000000, Top1T: 89.087219 Train:epoch: 139, loss@min: 0.959243, loss@max: 1.382596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000774, LT: 0.375163, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 140, loss@min: 0.947517, loss@max: 1.388114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000774, LT: 0.375327, Top1S: 100.000000, Top1T: 89.127792 Train:epoch: 141, loss@min: 0.946164, loss@max: 1.389685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000773, LT: 0.375330, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 142, loss@min: 0.950708, loss@max: 1.386150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000773, LT: 0.375265, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 143, loss@min: 0.941187, loss@max: 1.393146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000773, LT: 0.375157, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 144, loss@min: 0.953931, loss@max: 1.382039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000773, LT: 0.375165, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 145, loss@min: 0.958867, loss@max: 1.388321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000773, LT: 0.375161, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 146, loss@min: 0.958509, loss@max: 1.380273, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000773, LT: 0.375165, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 147, loss@min: 0.948157, loss@max: 1.384091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000773, LT: 0.375178, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 148, loss@min: 0.947116, loss@max: 1.388804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000773, LT: 0.375182, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 149, loss@min: 0.954676, loss@max: 1.381428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000773, LT: 0.375182, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 150, loss@min: 0.956744, loss@max: 1.387804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000773, LT: 0.375182, Top1S: 100.000000, Top1T: 89.168358 ------------------------------------------- Tue May 30 23:52:49 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Wed May 31 16:09:01 2023 ------------------------------------------- Train:epoch: 1, loss@min: 8.979012, loss@max: 4.288597, Top1S acc: 99.218750, Top1T acc: 55.468750 Train:epoch: 2, loss@min: 3.051378, loss@max: 2.682240, Top1S acc: 100.000000, Top1T acc: 77.734375 Train:epoch: 3, loss@min: 1.682299, loss@max: 2.247671, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.648322, loss@max: 2.088385, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 5, loss@min: 1.358892, loss@max: 1.937105, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 6, loss@min: 1.389621, loss@max: 1.661043, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 7, loss@min: 1.200297, loss@max: 1.779586, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 8, loss@min: 1.332819, loss@max: 1.813848, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 9, loss@min: 1.165744, loss@max: 1.889130, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 10, loss@min: 1.106431, loss@max: 1.875374, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 1.235768, loss@max: 1.740367, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 1.194937, loss@max: 1.873616, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 1.251449, loss@max: 1.767447, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 14, loss@min: 1.213035, loss@max: 1.741579, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 1.298918, loss@max: 1.743990, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 1.314553, loss@max: 1.932902, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.138969, loss@max: 1.959394, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 1.194905, loss@max: 1.999038, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 1.274321, loss@max: 1.927655, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.110572, loss@max: 1.970052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.338256, loss@max: 2.075130, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.278449, loss@max: 1.862616, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 1.291778, loss@max: 1.822827, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 24, loss@min: 1.146220, loss@max: 1.816758, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 25, loss@min: 1.163839, loss@max: 1.825435, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 26, loss@min: 1.107965, loss@max: 1.908876, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 1.108827, loss@max: 1.821959, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.196637, loss@max: 1.928124, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 1.151265, loss@max: 1.805712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.146435, loss@max: 1.896525, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.247275, loss@max: 1.813507, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 32, loss@min: 1.083675, loss@max: 2.036015, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 1.168263, loss@max: 1.888087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.226644, loss@max: 1.966803, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 35, loss@min: 1.119710, loss@max: 2.000958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.011400, loss@max: 2.026006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.299668, loss@max: 1.952274, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 38, loss@min: 1.021044, loss@max: 2.024602, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.227862, loss@max: 1.930692, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 1.158739, loss@max: 1.964596, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 1.228519, loss@max: 1.974341, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 1.105643, loss@max: 1.953601, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 1.274246, loss@max: 1.772099, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 0.999470, loss@max: 1.884896, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.097347, loss@max: 1.884226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.060166, loss@max: 1.840939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.121459, loss@max: 1.805985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.050014, loss@max: 1.795133, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 1.114724, loss@max: 1.775850, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 1.073813, loss@max: 1.826407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.058668, loss@max: 1.764106, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 1.120127, loss@max: 1.761449, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.034431, loss@max: 1.735448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.024869, loss@max: 1.725694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.049799, loss@max: 1.793168, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 56, loss@min: 1.066851, loss@max: 1.600181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.045163, loss@max: 1.597556, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.071969, loss@max: 1.622531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.018296, loss@max: 1.607377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.044324, loss@max: 1.620999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.052478, loss@max: 1.624093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.010159, loss@max: 1.529184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.034348, loss@max: 1.608788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.031720, loss@max: 1.624329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.022016, loss@max: 1.607199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.002053, loss@max: 1.546767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.010613, loss@max: 1.512070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.986888, loss@max: 1.600372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.967659, loss@max: 1.523143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.962484, loss@max: 1.548698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000361, LT: 0.264366, Top1S: 100.000000, Top1T: 93.144020Best acc: 93.144020 Train:epoch: 71, loss@min: 1.013758, loss@max: 1.508612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000446, LT: 0.258487, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 72, loss@min: 1.023885, loss@max: 1.527532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000374, LT: 0.265436, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 73, loss@min: 0.986072, loss@max: 1.545346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000392, LT: 0.262045, Top1S: 100.000000, Top1T: 93.225151Best acc: 93.225151 Train:epoch: 74, loss@min: 1.000221, loss@max: 1.537217, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000382, LT: 0.264244, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 75, loss@min: 0.960935, loss@max: 1.499428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000381, LT: 0.266520, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 76, loss@min: 0.988579, loss@max: 1.456627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000349, LT: 0.266281, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 77, loss@min: 0.972813, loss@max: 1.455573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000366, LT: 0.266100, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 78, loss@min: 0.977961, loss@max: 1.439475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000346, LT: 0.260802, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 79, loss@min: 0.977267, loss@max: 1.427957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000359, LT: 0.267460, Top1S: 100.000000, Top1T: 93.265724Best acc: 93.265724 Train:epoch: 80, loss@min: 0.972535, loss@max: 1.430396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000356, LT: 0.265886, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 81, loss@min: 0.960353, loss@max: 1.447356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000335, LT: 0.262605, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 82, loss@min: 0.955135, loss@max: 1.445567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000369, LT: 0.260114, Top1S: 100.000000, Top1T: 92.697769 Train:epoch: 83, loss@min: 0.975621, loss@max: 1.410998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000333, LT: 0.259471, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 84, loss@min: 0.942798, loss@max: 1.457491, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000351, LT: 0.264208, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 85, loss@min: 0.987822, loss@max: 1.424361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000341, LT: 0.261818, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 86, loss@min: 0.990339, loss@max: 1.420485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000329, LT: 0.263482, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 87, loss@min: 0.964019, loss@max: 1.416473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000352, LT: 0.271248, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 88, loss@min: 0.962363, loss@max: 1.429661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000308, LT: 0.263277, Top1S: 100.000000, Top1T: 93.387421Best acc: 93.387421 Train:epoch: 89, loss@min: 0.960135, loss@max: 1.422525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000329, LT: 0.264058, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 90, loss@min: 0.965542, loss@max: 1.420737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000322, LT: 0.263404, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 91, loss@min: 0.962060, loss@max: 1.403101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000336, LT: 0.275662, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 92, loss@min: 0.946624, loss@max: 1.427550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000314, LT: 0.277147, Top1S: 100.000000, Top1T: 92.697769 Train:epoch: 93, loss@min: 0.959792, loss@max: 1.381053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000322, LT: 0.268642, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 94, loss@min: 0.961905, loss@max: 1.385525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000312, LT: 0.265123, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 95, loss@min: 0.944127, loss@max: 1.403553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000311, LT: 0.264601, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 96, loss@min: 0.952182, loss@max: 1.396057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000314, LT: 0.264364, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 97, loss@min: 0.943330, loss@max: 1.407671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000309, LT: 0.266043, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 98, loss@min: 0.945651, loss@max: 1.392215, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000314, LT: 0.268618, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 99, loss@min: 0.956344, loss@max: 1.390358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000302, LT: 0.272592, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 100, loss@min: 0.957296, loss@max: 1.397111, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 0.000310, LT: 0.274661, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 101, loss@min: 0.962474, loss@max: 1.367431, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000298, LT: 0.272501, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 102, loss@min: 0.949764, loss@max: 1.378845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000303, LT: 0.269936, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 103, loss@min: 0.966115, loss@max: 1.379517, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 103, LS: 0.000296, LT: 0.269497, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 104, loss@min: 0.949157, loss@max: 1.387432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000302, LT: 0.269263, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 105, loss@min: 0.941879, loss@max: 1.379241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000297, LT: 0.269598, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 106, loss@min: 0.956282, loss@max: 1.367514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000298, LT: 0.269418, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 107, loss@min: 0.940263, loss@max: 1.385147, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000294, LT: 0.270444, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 108, loss@min: 0.940786, loss@max: 1.378728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000294, LT: 0.270392, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 109, loss@min: 0.941017, loss@max: 1.379748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000294, LT: 0.271584, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 110, loss@min: 0.944826, loss@max: 1.373802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000291, LT: 0.271204, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 111, loss@min: 0.934908, loss@max: 1.382342, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000291, LT: 0.272617, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 112, loss@min: 0.966825, loss@max: 1.373220, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 112, LS: 0.000295, LT: 0.270924, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 113, loss@min: 0.949152, loss@max: 1.377298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000290, LT: 0.271123, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 114, loss@min: 0.947402, loss@max: 1.367983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000291, LT: 0.270497, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 115, loss@min: 0.956409, loss@max: 1.365556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000290, LT: 0.270966, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 116, loss@min: 0.940166, loss@max: 1.375974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000290, LT: 0.270322, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 117, loss@min: 0.945894, loss@max: 1.368769, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000291, LT: 0.269772, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 118, loss@min: 0.947217, loss@max: 1.369480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000286, LT: 0.270451, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 119, loss@min: 0.944364, loss@max: 1.372056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000290, LT: 0.270791, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 120, loss@min: 0.945752, loss@max: 1.368108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000288, LT: 0.271864, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 121, loss@min: 0.960015, loss@max: 1.356678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000288, LT: 0.273184, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 122, loss@min: 0.954694, loss@max: 1.362521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000288, LT: 0.273179, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 123, loss@min: 0.947628, loss@max: 1.373353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000286, LT: 0.273945, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 124, loss@min: 0.941651, loss@max: 1.370541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000286, LT: 0.274037, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 125, loss@min: 0.957948, loss@max: 1.360419, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000288, LT: 0.273953, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 126, loss@min: 0.946445, loss@max: 1.369978, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000286, LT: 0.273869, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 127, loss@min: 0.955220, loss@max: 1.368855, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 0.000284, LT: 0.274213, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 128, loss@min: 0.947939, loss@max: 1.374745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000285, LT: 0.274168, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 129, loss@min: 0.946201, loss@max: 1.367475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000285, LT: 0.274507, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 130, loss@min: 0.946791, loss@max: 1.365303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000285, LT: 0.274417, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 131, loss@min: 0.945362, loss@max: 1.368319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000285, LT: 0.274388, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 132, loss@min: 0.953436, loss@max: 1.372418, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 132, LS: 0.000283, LT: 0.274355, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 133, loss@min: 0.936242, loss@max: 1.378113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000283, LT: 0.275002, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 134, loss@min: 0.946962, loss@max: 1.371021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000284, LT: 0.275487, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 135, loss@min: 0.951258, loss@max: 1.362581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000284, LT: 0.275348, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 136, loss@min: 0.948765, loss@max: 1.365907, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000284, LT: 0.275212, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 137, loss@min: 0.940504, loss@max: 1.373729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000283, LT: 0.275237, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 138, loss@min: 0.943632, loss@max: 1.373455, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000283, LT: 0.275262, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 139, loss@min: 0.949158, loss@max: 1.365327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000284, LT: 0.275351, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 140, loss@min: 0.945318, loss@max: 1.367996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000284, LT: 0.275482, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 141, loss@min: 0.939163, loss@max: 1.372637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000284, LT: 0.275552, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 142, loss@min: 0.945944, loss@max: 1.369520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000284, LT: 0.275619, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 143, loss@min: 0.950919, loss@max: 1.362870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000284, LT: 0.275678, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 144, loss@min: 0.935998, loss@max: 1.379625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000284, LT: 0.275740, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 145, loss@min: 0.954809, loss@max: 1.367096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000283, LT: 0.275743, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 146, loss@min: 0.960673, loss@max: 1.374339, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 146, LS: 0.000283, LT: 0.275736, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 147, loss@min: 0.949586, loss@max: 1.362989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000283, LT: 0.275730, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 148, loss@min: 0.970513, loss@max: 1.372293, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 148, LS: 0.000283, LT: 0.275725, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 149, loss@min: 0.946476, loss@max: 1.364992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000283, LT: 0.275722, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 150, loss@min: 0.955202, loss@max: 1.357502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000283, LT: 0.275722, Top1S: 100.000000, Top1T: 93.103447 ------------------------------------------- Wed May 31 17:44:49 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 1, "test_freq": 1} ------------------------------------------- Wed May 31 18:50:45 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 1, "test_freq": 1} ------------------------------------------- Wed May 31 18:50:55 2023 ------------------------------------------- Train:epoch: 1, loss@min: 17.545214, loss@max: 7.489100, Top1S acc: 16.000000, Top1T acc: 25.000000 Train:epoch: 2, loss@min: 8.259264, loss@max: 6.680640, Top1S acc: 70.000000, Top1T acc: 77.000000 Train:epoch: 3, loss@min: 5.365762, loss@max: 6.047246, Top1S acc: 91.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 4.409181, loss@max: 4.876236, Top1S acc: 95.000000, Top1T acc: 87.000000 Train:epoch: 5, loss@min: 4.189940, loss@max: 4.167418, Top1S acc: 98.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 3.074055, loss@max: 4.374917, Top1S acc: 99.000000, Top1T acc: 95.000000 Train:epoch: 7, loss@min: 2.017088, loss@max: 4.929086, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.549696, loss@max: 5.437122, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 9, loss@min: 1.344644, loss@max: 5.213974, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 10, loss@min: 1.351759, loss@max: 4.252069, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 2.071996, loss@max: 3.442105, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 12, loss@min: 2.188839, loss@max: 2.646850, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 2.101943, loss@max: 2.265565, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 1.688460, loss@max: 2.290830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.543105, loss@max: 2.448264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.469872, loss@max: 2.634338, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 1.393003, loss@max: 2.688273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.396810, loss@max: 2.532630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.291382, loss@max: 2.391044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.193401, loss@max: 2.347444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.329765, loss@max: 2.454257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.232159, loss@max: 2.432516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.108245, loss@max: 2.353285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.011276, loss@max: 2.159349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.162085, loss@max: 2.085110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.283437, loss@max: 2.132762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.376823, loss@max: 2.140622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.235518, loss@max: 2.070297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.192748, loss@max: 1.984832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.042111, loss@max: 2.031842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.205722, loss@max: 2.171009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.184105, loss@max: 2.105825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.223266, loss@max: 2.043557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.217992, loss@max: 1.942239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.126192, loss@max: 1.931658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.160379, loss@max: 2.114459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.124517, loss@max: 2.239376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.100816, loss@max: 2.166836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.003348, loss@max: 1.977912, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.122324, loss@max: 1.843727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.212866, loss@max: 1.868535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.351196, loss@max: 1.858153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.211353, loss@max: 1.901060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.085249, loss@max: 1.918817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.992417, loss@max: 1.992463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.949929, loss@max: 2.042485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.085367, loss@max: 2.067225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.137098, loss@max: 1.947218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.180261, loss@max: 1.831396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.107949, loss@max: 1.797016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.004606, LT: 1.566327, Top1S: 100.000000, Top1T: 64.543610Best acc: 64.543610 Train:epoch: 51, loss@min: 1.133351, loss@max: 1.834690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.004874, LT: 1.507323, Top1S: 100.000000, Top1T: 65.476677Best acc: 65.476677 Train:epoch: 52, loss@min: 1.203977, loss@max: 1.891820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.005001, LT: 1.482150, Top1S: 100.000000, Top1T: 65.598381Best acc: 65.598381 Train:epoch: 53, loss@min: 1.045183, loss@max: 1.862576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.004888, LT: 1.502291, Top1S: 100.000000, Top1T: 65.476677 Train:epoch: 54, loss@min: 1.044093, loss@max: 1.866953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.004639, LT: 1.549547, Top1S: 100.000000, Top1T: 64.787018 Train:epoch: 55, loss@min: 1.097573, loss@max: 1.832440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.004383, LT: 1.586311, Top1S: 100.000000, Top1T: 64.746452 Train:epoch: 56, loss@min: 1.111852, loss@max: 1.734858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.004237, LT: 1.598553, Top1S: 100.000000, Top1T: 64.989861 Train:epoch: 57, loss@min: 1.137658, loss@max: 1.714194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.004222, LT: 1.586667, Top1S: 100.000000, Top1T: 64.868156 Train:epoch: 58, loss@min: 1.092677, loss@max: 1.749626, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.004302, LT: 1.551414, Top1S: 100.000000, Top1T: 64.827583 Train:epoch: 59, loss@min: 1.060177, loss@max: 1.944228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.004416, LT: 1.487738, Top1S: 100.000000, Top1T: 66.044624Best acc: 66.044624 Train:epoch: 60, loss@min: 1.059257, loss@max: 1.888481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.004489, LT: 1.435064, Top1S: 100.000000, Top1T: 67.545639Best acc: 67.545639 Train:epoch: 61, loss@min: 1.046306, loss@max: 1.852473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.004484, LT: 1.429303, Top1S: 100.000000, Top1T: 67.139961 Train:epoch: 62, loss@min: 1.031358, loss@max: 1.829945, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.004364, LT: 1.456226, Top1S: 100.000000, Top1T: 66.734283 Train:epoch: 63, loss@min: 1.087605, loss@max: 1.817698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.004152, LT: 1.488607, Top1S: 100.000000, Top1T: 66.085190 Train:epoch: 64, loss@min: 1.055973, loss@max: 1.810892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.003955, LT: 1.514577, Top1S: 100.000000, Top1T: 65.395538 Train:epoch: 65, loss@min: 1.063266, loss@max: 1.785889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.003857, LT: 1.529485, Top1S: 100.000000, Top1T: 64.746452 Train:epoch: 66, loss@min: 1.161462, loss@max: 1.789986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.003896, LT: 1.512309, Top1S: 100.000000, Top1T: 64.503044 Train:epoch: 67, loss@min: 1.056533, loss@max: 1.774096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.004004, LT: 1.476757, Top1S: 100.000000, Top1T: 64.868156 Train:epoch: 68, loss@min: 1.107820, loss@max: 1.748612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.004095, LT: 1.437647, Top1S: 100.000000, Top1T: 66.044624 Train:epoch: 69, loss@min: 1.044935, loss@max: 1.767449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.004105, LT: 1.413708, Top1S: 100.000000, Top1T: 66.815414 Train:epoch: 70, loss@min: 1.088295, loss@max: 1.688510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.004043, LT: 1.408301, Top1S: 100.000000, Top1T: 66.937119 Train:epoch: 71, loss@min: 1.006404, loss@max: 1.816778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.003931, LT: 1.417412, Top1S: 100.000000, Top1T: 66.653145 Train:epoch: 72, loss@min: 1.014326, loss@max: 1.676728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.003813, LT: 1.433759, Top1S: 100.000000, Top1T: 66.288033 Train:epoch: 73, loss@min: 1.021931, loss@max: 1.684742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.003726, LT: 1.435192, Top1S: 100.000000, Top1T: 65.841782 Train:epoch: 74, loss@min: 1.038891, loss@max: 1.734345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.003695, LT: 1.417826, Top1S: 100.000000, Top1T: 66.085190 Train:epoch: 75, loss@min: 1.050982, loss@max: 1.688202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.003711, LT: 1.392836, Top1S: 100.000000, Top1T: 66.247467 Train:epoch: 76, loss@min: 1.047004, loss@max: 1.708234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.003740, LT: 1.372952, Top1S: 100.000000, Top1T: 66.450302 Train:epoch: 77, loss@min: 1.042541, loss@max: 1.675417, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.003739, LT: 1.368565, Top1S: 100.000000, Top1T: 66.815414 Train:epoch: 78, loss@min: 1.011929, loss@max: 1.674424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.003689, LT: 1.378627, Top1S: 100.000000, Top1T: 66.693710 Train:epoch: 79, loss@min: 1.087545, loss@max: 1.639601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.003623, LT: 1.393955, Top1S: 100.000000, Top1T: 66.247467 Train:epoch: 80, loss@min: 1.117249, loss@max: 1.706633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.003582, LT: 1.402454, Top1S: 100.000000, Top1T: 66.206894 Train:epoch: 81, loss@min: 1.122968, loss@max: 1.625515, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.003576, LT: 1.391920, Top1S: 100.000000, Top1T: 66.288033 Train:epoch: 82, loss@min: 1.026488, loss@max: 1.593299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.003596, LT: 1.366771, Top1S: 100.000000, Top1T: 66.531441 Train:epoch: 83, loss@min: 0.956042, loss@max: 1.677678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.003583, LT: 1.347235, Top1S: 100.000000, Top1T: 67.261665 Train:epoch: 84, loss@min: 0.986455, loss@max: 1.687353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.003547, LT: 1.330687, Top1S: 100.000000, Top1T: 67.626778Best acc: 67.626778 Train:epoch: 85, loss@min: 0.959276, loss@max: 1.665051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.003512, LT: 1.317841, Top1S: 100.000000, Top1T: 67.586205 Train:epoch: 86, loss@min: 0.984089, loss@max: 1.646291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.003489, LT: 1.312656, Top1S: 100.000000, Top1T: 67.423935 Train:epoch: 87, loss@min: 0.985811, loss@max: 1.618860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.003469, LT: 1.315610, Top1S: 100.000000, Top1T: 67.505074 Train:epoch: 88, loss@min: 0.960336, loss@max: 1.578068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.003441, LT: 1.326827, Top1S: 100.000000, Top1T: 67.180527 Train:epoch: 89, loss@min: 0.995263, loss@max: 1.543791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.003408, LT: 1.338773, Top1S: 100.000000, Top1T: 66.977692 Train:epoch: 90, loss@min: 1.047504, loss@max: 1.506326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.003380, LT: 1.343709, Top1S: 100.000000, Top1T: 66.977692 Train:epoch: 91, loss@min: 1.088737, loss@max: 1.488783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.003358, LT: 1.339497, Top1S: 100.000000, Top1T: 67.099388 Train:epoch: 92, loss@min: 1.032596, loss@max: 1.485399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.003346, LT: 1.331924, Top1S: 100.000000, Top1T: 67.099388 Train:epoch: 93, loss@min: 1.045462, loss@max: 1.478325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.003339, LT: 1.324141, Top1S: 100.000000, Top1T: 67.545639 Train:epoch: 94, loss@min: 1.015549, loss@max: 1.560082, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.003336, LT: 1.316860, Top1S: 100.000000, Top1T: 67.423935 Train:epoch: 95, loss@min: 0.964989, loss@max: 1.602069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.003336, LT: 1.312016, Top1S: 100.000000, Top1T: 67.261665 Train:epoch: 96, loss@min: 0.966273, loss@max: 1.543762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.003335, LT: 1.311294, Top1S: 100.000000, Top1T: 67.910751Best acc: 67.910751 Train:epoch: 97, loss@min: 0.965979, loss@max: 1.514055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.003324, LT: 1.311354, Top1S: 100.000000, Top1T: 67.991890Best acc: 67.991890 Train:epoch: 98, loss@min: 0.988900, loss@max: 1.548789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.003302, LT: 1.307806, Top1S: 100.000000, Top1T: 68.154160Best acc: 68.154160 Train:epoch: 99, loss@min: 0.963407, loss@max: 1.518146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.003275, LT: 1.303895, Top1S: 100.000000, Top1T: 68.478699Best acc: 68.478699 Train:epoch: 100, loss@min: 0.960966, loss@max: 1.533464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.003250, LT: 1.299599, Top1S: 100.000000, Top1T: 68.356995 Train:epoch: 101, loss@min: 0.988316, loss@max: 1.478788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.003230, LT: 1.292772, Top1S: 100.000000, Top1T: 68.438133 Train:epoch: 102, loss@min: 1.010106, loss@max: 1.444171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.003219, LT: 1.284260, Top1S: 100.000000, Top1T: 68.600403Best acc: 68.600403 Train:epoch: 103, loss@min: 0.985718, loss@max: 1.454569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.003216, LT: 1.278203, Top1S: 100.000000, Top1T: 68.640976Best acc: 68.640976 Train:epoch: 104, loss@min: 1.002460, loss@max: 1.464492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.003212, LT: 1.277440, Top1S: 100.000000, Top1T: 68.640976 Train:epoch: 105, loss@min: 0.980715, loss@max: 1.481134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.003210, LT: 1.280396, Top1S: 100.000000, Top1T: 68.194725 Train:epoch: 106, loss@min: 0.961494, loss@max: 1.470007, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.003211, LT: 1.284427, Top1S: 100.000000, Top1T: 68.316429 Train:epoch: 107, loss@min: 0.987379, loss@max: 1.463568, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.003218, LT: 1.284638, Top1S: 100.000000, Top1T: 68.559837 Train:epoch: 108, loss@min: 0.979368, loss@max: 1.466390, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.003226, LT: 1.282295, Top1S: 100.000000, Top1T: 68.438133 Train:epoch: 109, loss@min: 0.974225, loss@max: 1.453676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.003225, LT: 1.276968, Top1S: 100.000000, Top1T: 68.722107Best acc: 68.722107 Train:epoch: 110, loss@min: 0.932205, loss@max: 1.476140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.003212, LT: 1.271069, Top1S: 100.000000, Top1T: 68.965515Best acc: 68.965515 Train:epoch: 111, loss@min: 0.945563, loss@max: 1.477786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.003189, LT: 1.267430, Top1S: 100.000000, Top1T: 69.533470Best acc: 69.533470 Train:epoch: 112, loss@min: 0.977640, loss@max: 1.454262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.003163, LT: 1.264689, Top1S: 100.000000, Top1T: 69.614601Best acc: 69.614601 Train:epoch: 113, loss@min: 0.943170, loss@max: 1.481972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.003139, LT: 1.262477, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 114, loss@min: 0.995764, loss@max: 1.428916, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.003121, LT: 1.261464, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 115, loss@min: 0.970576, loss@max: 1.446012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.003110, LT: 1.261464, Top1S: 100.000000, Top1T: 69.249496 Train:epoch: 116, loss@min: 0.969782, loss@max: 1.431221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.003107, LT: 1.260316, Top1S: 100.000000, Top1T: 69.006088 Train:epoch: 117, loss@min: 0.979857, loss@max: 1.432922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.003108, LT: 1.260082, Top1S: 100.000000, Top1T: 69.087219 Train:epoch: 118, loss@min: 0.998059, loss@max: 1.396122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.003111, LT: 1.259679, Top1S: 100.000000, Top1T: 68.965515 Train:epoch: 119, loss@min: 0.970904, loss@max: 1.410126, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.003116, LT: 1.257811, Top1S: 100.000000, Top1T: 69.087219 Train:epoch: 120, loss@min: 0.992498, loss@max: 1.420245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.003118, LT: 1.255486, Top1S: 100.000000, Top1T: 69.249496 Train:epoch: 121, loss@min: 0.967782, loss@max: 1.411797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.003116, LT: 1.253683, Top1S: 100.000000, Top1T: 69.168358 Train:epoch: 122, loss@min: 1.005004, loss@max: 1.415750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.003113, LT: 1.252717, Top1S: 100.000000, Top1T: 68.965515 Train:epoch: 123, loss@min: 0.936643, loss@max: 1.443009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.003107, LT: 1.252903, Top1S: 100.000000, Top1T: 69.168358 Train:epoch: 124, loss@min: 0.939425, loss@max: 1.439792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.003100, LT: 1.253922, Top1S: 100.000000, Top1T: 69.290062 Train:epoch: 125, loss@min: 0.944769, loss@max: 1.447517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.003093, LT: 1.254695, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 126, loss@min: 0.964490, loss@max: 1.427328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.003087, LT: 1.255417, Top1S: 100.000000, Top1T: 69.492905 Train:epoch: 127, loss@min: 0.941524, loss@max: 1.440050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.003080, LT: 1.256244, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 128, loss@min: 0.973861, loss@max: 1.407026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.003075, LT: 1.256955, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 129, loss@min: 0.930739, loss@max: 1.461025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.003069, LT: 1.258070, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 130, loss@min: 0.963935, loss@max: 1.422238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.003062, LT: 1.258787, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 131, loss@min: 0.974539, loss@max: 1.405079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.003057, LT: 1.258953, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 132, loss@min: 0.941870, loss@max: 1.432818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.003054, LT: 1.259157, Top1S: 100.000000, Top1T: 69.492905 Train:epoch: 133, loss@min: 0.971559, loss@max: 1.413503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.003052, LT: 1.259018, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 134, loss@min: 0.951094, loss@max: 1.421673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.003052, LT: 1.258686, Top1S: 100.000000, Top1T: 69.411766 Train:epoch: 135, loss@min: 0.998507, loss@max: 1.364420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.003051, LT: 1.258248, Top1S: 100.000000, Top1T: 69.411766 Train:epoch: 136, loss@min: 0.932630, loss@max: 1.437584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.003052, LT: 1.257685, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 137, loss@min: 0.969119, loss@max: 1.400771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.003052, LT: 1.256932, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 138, loss@min: 0.985676, loss@max: 1.390323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.003053, LT: 1.256189, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 139, loss@min: 0.968527, loss@max: 1.402997, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.003054, LT: 1.255341, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 140, loss@min: 0.956592, loss@max: 1.418046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.003054, LT: 1.254835, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 141, loss@min: 0.943102, loss@max: 1.446275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.003054, LT: 1.254696, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 142, loss@min: 0.985796, loss@max: 1.389714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.003054, LT: 1.254657, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 143, loss@min: 0.974809, loss@max: 1.407105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.003054, LT: 1.254601, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 144, loss@min: 0.977623, loss@max: 1.396934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.003054, LT: 1.254522, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 145, loss@min: 0.963977, loss@max: 1.397369, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.003054, LT: 1.254462, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 146, loss@min: 0.974930, loss@max: 1.400394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.003054, LT: 1.254422, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 147, loss@min: 0.954528, loss@max: 1.417583, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.003054, LT: 1.254396, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 148, loss@min: 0.944275, loss@max: 1.426301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.003054, LT: 1.254386, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 149, loss@min: 0.970697, loss@max: 1.404474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.003054, LT: 1.254383, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 150, loss@min: 0.991870, loss@max: 1.384845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.003054, LT: 1.254383, Top1S: 100.000000, Top1T: 69.330627 ------------------------------------------- Wed May 31 19:42:51 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 1, "test_freq": 1} ------------------------------------------- Wed May 31 21:26:51 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 1, "test_freq": 1} ------------------------------------------- Wed May 31 21:29:51 2023 ------------------------------------------- Train:epoch: 1, loss@min: 17.545214, loss@max: 7.489100, Top1S acc: 16.000000, Top1T acc: 25.000000 Train:epoch: 2, loss@min: 8.259264, loss@max: 6.680640, Top1S acc: 70.000000, Top1T acc: 77.000000 Train:epoch: 3, loss@min: 5.365762, loss@max: 6.047246, Top1S acc: 91.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 4.409181, loss@max: 4.876236, Top1S acc: 95.000000, Top1T acc: 87.000000 Train:epoch: 5, loss@min: 4.189940, loss@max: 4.167418, Top1S acc: 98.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 3.074055, loss@max: 4.374917, Top1S acc: 99.000000, Top1T acc: 95.000000 Train:epoch: 7, loss@min: 2.017088, loss@max: 4.929086, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.549696, loss@max: 5.437122, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 9, loss@min: 1.344644, loss@max: 5.213974, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 10, loss@min: 1.351759, loss@max: 4.252069, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 2.071996, loss@max: 3.442105, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 12, loss@min: 2.188839, loss@max: 2.646850, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 2.101943, loss@max: 2.265565, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 1.688460, loss@max: 2.290830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.543105, loss@max: 2.448264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.469872, loss@max: 2.634338, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 1.393003, loss@max: 2.688273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.396810, loss@max: 2.532630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.291382, loss@max: 2.391044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.193401, loss@max: 2.347444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.329765, loss@max: 2.454257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.232159, loss@max: 2.432516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.108245, loss@max: 2.353285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.011276, loss@max: 2.159349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.162085, loss@max: 2.085110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.283437, loss@max: 2.132762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.376823, loss@max: 2.140622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.235518, loss@max: 2.070297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.192748, loss@max: 1.984832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.042111, loss@max: 2.031842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.205722, loss@max: 2.171009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.184105, loss@max: 2.105825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.223266, loss@max: 2.043557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.217992, loss@max: 1.942239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.126192, loss@max: 1.931658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.160379, loss@max: 2.114459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.124517, loss@max: 2.239376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.100816, loss@max: 2.166836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.003348, loss@max: 1.977912, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.122324, loss@max: 1.843727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.212866, loss@max: 1.868535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.351196, loss@max: 1.858153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.211353, loss@max: 1.901060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.085249, loss@max: 1.918817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.992417, loss@max: 1.992463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.949929, loss@max: 2.042485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.085367, loss@max: 2.067225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.137098, loss@max: 1.947218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.180261, loss@max: 1.831396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.107949, loss@max: 1.797016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.004606, LT: 1.566327, Top1S: 100.000000, Top1T: 64.543610Best acc: 64.543610 Train:epoch: 51, loss@min: 1.133351, loss@max: 1.834690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.004874, LT: 1.507323, Top1S: 100.000000, Top1T: 65.476677Best acc: 65.476677 Train:epoch: 52, loss@min: 1.203977, loss@max: 1.891820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.005001, LT: 1.482150, Top1S: 100.000000, Top1T: 65.598381Best acc: 65.598381 Train:epoch: 53, loss@min: 1.045183, loss@max: 1.862576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.004888, LT: 1.502291, Top1S: 100.000000, Top1T: 65.476677 Train:epoch: 54, loss@min: 1.044093, loss@max: 1.866953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.004639, LT: 1.549547, Top1S: 100.000000, Top1T: 64.787018 Train:epoch: 55, loss@min: 1.097573, loss@max: 1.832440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.004383, LT: 1.586311, Top1S: 100.000000, Top1T: 64.746452 Train:epoch: 56, loss@min: 1.111852, loss@max: 1.734858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.004237, LT: 1.598553, Top1S: 100.000000, Top1T: 64.989861 Train:epoch: 57, loss@min: 1.137658, loss@max: 1.714194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.004222, LT: 1.586667, Top1S: 100.000000, Top1T: 64.868156 Train:epoch: 58, loss@min: 1.092677, loss@max: 1.749626, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.004302, LT: 1.551414, Top1S: 100.000000, Top1T: 64.827583 Train:epoch: 59, loss@min: 1.060177, loss@max: 1.944228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.004416, LT: 1.487738, Top1S: 100.000000, Top1T: 66.044624Best acc: 66.044624 Train:epoch: 60, loss@min: 1.059257, loss@max: 1.888481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.004489, LT: 1.435064, Top1S: 100.000000, Top1T: 67.545639Best acc: 67.545639 Train:epoch: 61, loss@min: 1.046306, loss@max: 1.852473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.004484, LT: 1.429303, Top1S: 100.000000, Top1T: 67.139961 Train:epoch: 62, loss@min: 1.031358, loss@max: 1.829945, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.004364, LT: 1.456226, Top1S: 100.000000, Top1T: 66.734283 Train:epoch: 63, loss@min: 1.087605, loss@max: 1.817698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.004152, LT: 1.488607, Top1S: 100.000000, Top1T: 66.085190 Train:epoch: 64, loss@min: 1.055973, loss@max: 1.810892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.003955, LT: 1.514577, Top1S: 100.000000, Top1T: 65.395538 Train:epoch: 65, loss@min: 1.063266, loss@max: 1.785889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.003857, LT: 1.529485, Top1S: 100.000000, Top1T: 64.746452 Train:epoch: 66, loss@min: 1.161462, loss@max: 1.789986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.003896, LT: 1.512309, Top1S: 100.000000, Top1T: 64.503044 Train:epoch: 67, loss@min: 1.056533, loss@max: 1.774096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.004004, LT: 1.476757, Top1S: 100.000000, Top1T: 64.868156 Train:epoch: 68, loss@min: 1.107820, loss@max: 1.748612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.004095, LT: 1.437647, Top1S: 100.000000, Top1T: 66.044624 Train:epoch: 69, loss@min: 1.044935, loss@max: 1.767449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.004105, LT: 1.413708, Top1S: 100.000000, Top1T: 66.815414 Train:epoch: 70, loss@min: 1.088295, loss@max: 1.688510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.004043, LT: 1.408301, Top1S: 100.000000, Top1T: 66.937119 Train:epoch: 71, loss@min: 1.006404, loss@max: 1.816778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.003931, LT: 1.417412, Top1S: 100.000000, Top1T: 66.653145 Train:epoch: 72, loss@min: 1.014326, loss@max: 1.676728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.003813, LT: 1.433759, Top1S: 100.000000, Top1T: 66.288033 Train:epoch: 73, loss@min: 1.021931, loss@max: 1.684742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.003726, LT: 1.435192, Top1S: 100.000000, Top1T: 65.841782 Train:epoch: 74, loss@min: 1.038891, loss@max: 1.734345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.003695, LT: 1.417826, Top1S: 100.000000, Top1T: 66.085190 Train:epoch: 75, loss@min: 1.050982, loss@max: 1.688202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.003711, LT: 1.392836, Top1S: 100.000000, Top1T: 66.247467 Train:epoch: 76, loss@min: 1.047004, loss@max: 1.708234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.003740, LT: 1.372952, Top1S: 100.000000, Top1T: 66.450302 Train:epoch: 77, loss@min: 1.042541, loss@max: 1.675417, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.003739, LT: 1.368565, Top1S: 100.000000, Top1T: 66.815414 Train:epoch: 78, loss@min: 1.011929, loss@max: 1.674424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.003689, LT: 1.378627, Top1S: 100.000000, Top1T: 66.693710 Train:epoch: 79, loss@min: 1.087545, loss@max: 1.639601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.003623, LT: 1.393955, Top1S: 100.000000, Top1T: 66.247467 Train:epoch: 80, loss@min: 1.117249, loss@max: 1.706633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.003582, LT: 1.402454, Top1S: 100.000000, Top1T: 66.206894 Train:epoch: 81, loss@min: 1.122968, loss@max: 1.625515, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.003576, LT: 1.391920, Top1S: 100.000000, Top1T: 66.288033 Train:epoch: 82, loss@min: 1.026488, loss@max: 1.593299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.003596, LT: 1.366771, Top1S: 100.000000, Top1T: 66.531441 Train:epoch: 83, loss@min: 0.956042, loss@max: 1.677678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.003583, LT: 1.347235, Top1S: 100.000000, Top1T: 67.261665 Train:epoch: 84, loss@min: 0.986455, loss@max: 1.687353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.003547, LT: 1.330687, Top1S: 100.000000, Top1T: 67.626778Best acc: 67.626778 Train:epoch: 85, loss@min: 0.959276, loss@max: 1.665051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.003512, LT: 1.317841, Top1S: 100.000000, Top1T: 67.586205 Train:epoch: 86, loss@min: 0.984089, loss@max: 1.646291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.003489, LT: 1.312656, Top1S: 100.000000, Top1T: 67.423935 Train:epoch: 87, loss@min: 0.985811, loss@max: 1.618860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.003469, LT: 1.315610, Top1S: 100.000000, Top1T: 67.505074 Train:epoch: 88, loss@min: 0.960336, loss@max: 1.578068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.003441, LT: 1.326827, Top1S: 100.000000, Top1T: 67.180527 Train:epoch: 89, loss@min: 0.995263, loss@max: 1.543791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.003408, LT: 1.338773, Top1S: 100.000000, Top1T: 66.977692 Train:epoch: 90, loss@min: 1.047504, loss@max: 1.506326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.003380, LT: 1.343709, Top1S: 100.000000, Top1T: 66.977692 Train:epoch: 91, loss@min: 1.088737, loss@max: 1.488783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.003358, LT: 1.339497, Top1S: 100.000000, Top1T: 67.099388 Train:epoch: 92, loss@min: 1.032596, loss@max: 1.485399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.003346, LT: 1.331924, Top1S: 100.000000, Top1T: 67.099388 Train:epoch: 93, loss@min: 1.045462, loss@max: 1.478325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.003339, LT: 1.324141, Top1S: 100.000000, Top1T: 67.545639 Train:epoch: 94, loss@min: 1.015549, loss@max: 1.560082, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.003336, LT: 1.316860, Top1S: 100.000000, Top1T: 67.423935 Train:epoch: 95, loss@min: 0.964989, loss@max: 1.602069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.003336, LT: 1.312016, Top1S: 100.000000, Top1T: 67.261665 Train:epoch: 96, loss@min: 0.966273, loss@max: 1.543762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.003335, LT: 1.311294, Top1S: 100.000000, Top1T: 67.910751Best acc: 67.910751 Train:epoch: 97, loss@min: 0.965979, loss@max: 1.514055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.003324, LT: 1.311354, Top1S: 100.000000, Top1T: 67.991890Best acc: 67.991890 Train:epoch: 98, loss@min: 0.988900, loss@max: 1.548789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.003302, LT: 1.307806, Top1S: 100.000000, Top1T: 68.154160Best acc: 68.154160 Train:epoch: 99, loss@min: 0.963407, loss@max: 1.518146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.003275, LT: 1.303895, Top1S: 100.000000, Top1T: 68.478699Best acc: 68.478699 Train:epoch: 100, loss@min: 0.960966, loss@max: 1.533464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.003250, LT: 1.299599, Top1S: 100.000000, Top1T: 68.356995 Train:epoch: 101, loss@min: 0.988316, loss@max: 1.478788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.003230, LT: 1.292772, Top1S: 100.000000, Top1T: 68.438133 Train:epoch: 102, loss@min: 1.010106, loss@max: 1.444171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.003219, LT: 1.284260, Top1S: 100.000000, Top1T: 68.600403Best acc: 68.600403 Train:epoch: 103, loss@min: 0.985718, loss@max: 1.454569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.003216, LT: 1.278203, Top1S: 100.000000, Top1T: 68.640976Best acc: 68.640976 Train:epoch: 104, loss@min: 1.002460, loss@max: 1.464492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.003212, LT: 1.277440, Top1S: 100.000000, Top1T: 68.640976 Train:epoch: 105, loss@min: 0.980715, loss@max: 1.481134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.003210, LT: 1.280396, Top1S: 100.000000, Top1T: 68.194725 Train:epoch: 106, loss@min: 0.961494, loss@max: 1.470007, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.003211, LT: 1.284427, Top1S: 100.000000, Top1T: 68.316429 Train:epoch: 107, loss@min: 0.987379, loss@max: 1.463568, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.003218, LT: 1.284638, Top1S: 100.000000, Top1T: 68.559837 Train:epoch: 108, loss@min: 0.979368, loss@max: 1.466390, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.003226, LT: 1.282295, Top1S: 100.000000, Top1T: 68.438133 Train:epoch: 109, loss@min: 0.974225, loss@max: 1.453676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.003225, LT: 1.276968, Top1S: 100.000000, Top1T: 68.722107Best acc: 68.722107 Train:epoch: 110, loss@min: 0.932205, loss@max: 1.476140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.003212, LT: 1.271069, Top1S: 100.000000, Top1T: 68.965515Best acc: 68.965515 Train:epoch: 111, loss@min: 0.945563, loss@max: 1.477786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.003189, LT: 1.267430, Top1S: 100.000000, Top1T: 69.533470Best acc: 69.533470 Train:epoch: 112, loss@min: 0.977640, loss@max: 1.454262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.003163, LT: 1.264689, Top1S: 100.000000, Top1T: 69.614601Best acc: 69.614601 Train:epoch: 113, loss@min: 0.943170, loss@max: 1.481972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.003139, LT: 1.262477, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 114, loss@min: 0.995764, loss@max: 1.428916, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.003121, LT: 1.261464, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 115, loss@min: 0.970576, loss@max: 1.446012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.003110, LT: 1.261464, Top1S: 100.000000, Top1T: 69.249496 Train:epoch: 116, loss@min: 0.969782, loss@max: 1.431221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.003107, LT: 1.260316, Top1S: 100.000000, Top1T: 69.006088 Train:epoch: 117, loss@min: 0.979857, loss@max: 1.432922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.003108, LT: 1.260082, Top1S: 100.000000, Top1T: 69.087219 Train:epoch: 118, loss@min: 0.998059, loss@max: 1.396122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.003111, LT: 1.259679, Top1S: 100.000000, Top1T: 68.965515 Train:epoch: 119, loss@min: 0.970904, loss@max: 1.410126, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.003116, LT: 1.257811, Top1S: 100.000000, Top1T: 69.087219 Train:epoch: 120, loss@min: 0.992498, loss@max: 1.420245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.003118, LT: 1.255486, Top1S: 100.000000, Top1T: 69.249496 Train:epoch: 121, loss@min: 0.967782, loss@max: 1.411797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.003116, LT: 1.253683, Top1S: 100.000000, Top1T: 69.168358 Train:epoch: 122, loss@min: 1.005004, loss@max: 1.415750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.003113, LT: 1.252717, Top1S: 100.000000, Top1T: 68.965515 Train:epoch: 123, loss@min: 0.936643, loss@max: 1.443009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.003107, LT: 1.252903, Top1S: 100.000000, Top1T: 69.168358 Train:epoch: 124, loss@min: 0.939425, loss@max: 1.439792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.003100, LT: 1.253922, Top1S: 100.000000, Top1T: 69.290062 Train:epoch: 125, loss@min: 0.944769, loss@max: 1.447517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.003093, LT: 1.254695, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 126, loss@min: 0.964490, loss@max: 1.427328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.003087, LT: 1.255417, Top1S: 100.000000, Top1T: 69.492905 Train:epoch: 127, loss@min: 0.941524, loss@max: 1.440050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.003080, LT: 1.256244, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 128, loss@min: 0.973861, loss@max: 1.407026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.003075, LT: 1.256955, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 129, loss@min: 0.930739, loss@max: 1.461025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.003069, LT: 1.258070, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 130, loss@min: 0.963935, loss@max: 1.422238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.003062, LT: 1.258787, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 131, loss@min: 0.974539, loss@max: 1.405079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.003057, LT: 1.258953, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 132, loss@min: 0.941870, loss@max: 1.432818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.003054, LT: 1.259157, Top1S: 100.000000, Top1T: 69.492905 Train:epoch: 133, loss@min: 0.971559, loss@max: 1.413503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.003052, LT: 1.259018, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 134, loss@min: 0.951094, loss@max: 1.421673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.003052, LT: 1.258686, Top1S: 100.000000, Top1T: 69.411766 Train:epoch: 135, loss@min: 0.998507, loss@max: 1.364420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.003051, LT: 1.258248, Top1S: 100.000000, Top1T: 69.411766 Train:epoch: 136, loss@min: 0.932630, loss@max: 1.437584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.003052, LT: 1.257685, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 137, loss@min: 0.969119, loss@max: 1.400771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.003052, LT: 1.256932, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 138, loss@min: 0.985676, loss@max: 1.390323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.003053, LT: 1.256189, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 139, loss@min: 0.968527, loss@max: 1.402997, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.003054, LT: 1.255341, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 140, loss@min: 0.956592, loss@max: 1.418046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.003054, LT: 1.254835, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 141, loss@min: 0.943102, loss@max: 1.446275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.003054, LT: 1.254696, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 142, loss@min: 0.985796, loss@max: 1.389714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.003054, LT: 1.254657, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 143, loss@min: 0.974809, loss@max: 1.407105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.003054, LT: 1.254601, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 144, loss@min: 0.977623, loss@max: 1.396934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.003054, LT: 1.254522, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 145, loss@min: 0.963977, loss@max: 1.397369, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.003054, LT: 1.254462, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 146, loss@min: 0.974930, loss@max: 1.400394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.003054, LT: 1.254422, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 147, loss@min: 0.954528, loss@max: 1.417583, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.003054, LT: 1.254396, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 148, loss@min: 0.944275, loss@max: 1.426301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.003054, LT: 1.254386, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 149, loss@min: 0.970697, loss@max: 1.404474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.003054, LT: 1.254383, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 150, loss@min: 0.991870, loss@max: 1.384845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.003054, LT: 1.254383, Top1S: 100.000000, Top1T: 69.330627 ------------------------------------------- Wed May 31 22:20:19 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 1, "test_freq": 1} ------------------------------------------- Thu Jun 1 09:54:18 2023 ------------------------------------------- Train:epoch: 1, loss@min: 17.545216, loss@max: 7.489100, Top1S acc: 16.000000, Top1T acc: 25.000000 Train:epoch: 2, loss@min: 8.259265, loss@max: 6.680640, Top1S acc: 70.000000, Top1T acc: 77.000000 Train:epoch: 3, loss@min: 5.365761, loss@max: 6.047246, Top1S acc: 91.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 4.409181, loss@max: 4.876236, Top1S acc: 95.000000, Top1T acc: 87.000000 Train:epoch: 5, loss@min: 4.189940, loss@max: 4.167419, Top1S acc: 98.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 3.074054, loss@max: 4.374916, Top1S acc: 99.000000, Top1T acc: 95.000000 Train:epoch: 7, loss@min: 2.017087, loss@max: 4.929086, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.549695, loss@max: 5.437120, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 9, loss@min: 1.344644, loss@max: 5.213974, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 10, loss@min: 1.351759, loss@max: 4.252069, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 2.071997, loss@max: 3.442106, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 12, loss@min: 2.188840, loss@max: 2.646850, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 2.101943, loss@max: 2.265564, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 1.688459, loss@max: 2.290828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.543106, loss@max: 2.448265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.469870, loss@max: 2.634339, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 1.393001, loss@max: 2.688275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.396807, loss@max: 2.532632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.291379, loss@max: 2.391043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.193403, loss@max: 2.347444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.329767, loss@max: 2.454255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.232160, loss@max: 2.432514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.108244, loss@max: 2.353284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.011275, loss@max: 2.159351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.162085, loss@max: 2.085110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.283437, loss@max: 2.132762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.376821, loss@max: 2.140620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.235518, loss@max: 2.070294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.192748, loss@max: 1.984832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.042111, loss@max: 2.031842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.205722, loss@max: 2.171005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.184107, loss@max: 2.105825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.223266, loss@max: 2.043558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.217992, loss@max: 1.942237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.126191, loss@max: 1.931661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.160376, loss@max: 2.114462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.124512, loss@max: 2.239377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.100815, loss@max: 2.166838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.003346, loss@max: 1.977908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.122325, loss@max: 1.843722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.212866, loss@max: 1.868534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.351197, loss@max: 1.858150, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.211355, loss@max: 1.901061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.085248, loss@max: 1.918818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.992416, loss@max: 1.992460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.949931, loss@max: 2.042482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.085369, loss@max: 2.067216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.137100, loss@max: 1.947212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.180262, loss@max: 1.831392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.107942, loss@max: 1.797006, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.004606, LT: 1.566321, Top1S: 100.000000, Top1T: 64.543610Best acc: 64.543610 Train:epoch: 51, loss@min: 1.133348, loss@max: 1.834690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.004874, LT: 1.507318, Top1S: 100.000000, Top1T: 65.476677Best acc: 65.476677 Train:epoch: 52, loss@min: 1.203977, loss@max: 1.891818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.005001, LT: 1.482148, Top1S: 100.000000, Top1T: 65.598381Best acc: 65.598381 Train:epoch: 53, loss@min: 1.045179, loss@max: 1.862569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.004888, LT: 1.502294, Top1S: 100.000000, Top1T: 65.476677 Train:epoch: 54, loss@min: 1.044092, loss@max: 1.866942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.004639, LT: 1.549552, Top1S: 100.000000, Top1T: 64.787018 Train:epoch: 55, loss@min: 1.097574, loss@max: 1.832428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.004383, LT: 1.586318, Top1S: 100.000000, Top1T: 64.746452 Train:epoch: 56, loss@min: 1.111854, loss@max: 1.734851, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.004237, LT: 1.598558, Top1S: 100.000000, Top1T: 64.989861 Train:epoch: 57, loss@min: 1.137663, loss@max: 1.714199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.004222, LT: 1.586667, Top1S: 100.000000, Top1T: 64.868156 Train:epoch: 58, loss@min: 1.092673, loss@max: 1.749615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.004302, LT: 1.551407, Top1S: 100.000000, Top1T: 64.827583 Train:epoch: 59, loss@min: 1.060169, loss@max: 1.944221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.004416, LT: 1.487729, Top1S: 100.000000, Top1T: 66.044624Best acc: 66.044624 Train:epoch: 60, loss@min: 1.059248, loss@max: 1.888479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.004489, LT: 1.435062, Top1S: 100.000000, Top1T: 67.545639Best acc: 67.545639 Train:epoch: 61, loss@min: 1.046304, loss@max: 1.852469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.004484, LT: 1.429308, Top1S: 100.000000, Top1T: 67.099388 Train:epoch: 62, loss@min: 1.031367, loss@max: 1.829940, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.004364, LT: 1.456235, Top1S: 100.000000, Top1T: 66.734283 Train:epoch: 63, loss@min: 1.087614, loss@max: 1.817690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.004152, LT: 1.488616, Top1S: 100.000000, Top1T: 66.085190 Train:epoch: 64, loss@min: 1.055980, loss@max: 1.810879, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.003955, LT: 1.514582, Top1S: 100.000000, Top1T: 65.395538 Train:epoch: 65, loss@min: 1.063272, loss@max: 1.785875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.003857, LT: 1.529486, Top1S: 100.000000, Top1T: 64.746452 Train:epoch: 66, loss@min: 1.161459, loss@max: 1.789996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.003896, LT: 1.512307, Top1S: 100.000000, Top1T: 64.503044 Train:epoch: 67, loss@min: 1.056526, loss@max: 1.774112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.004004, LT: 1.476754, Top1S: 100.000000, Top1T: 64.868156 Train:epoch: 68, loss@min: 1.107808, loss@max: 1.748621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.004095, LT: 1.437649, Top1S: 100.000000, Top1T: 66.044624 Train:epoch: 69, loss@min: 1.044934, loss@max: 1.767450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.004105, LT: 1.413715, Top1S: 100.000000, Top1T: 66.815414 Train:epoch: 70, loss@min: 1.088305, loss@max: 1.688509, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.004043, LT: 1.408312, Top1S: 100.000000, Top1T: 66.937119 Train:epoch: 71, loss@min: 1.006414, loss@max: 1.816774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.003931, LT: 1.417422, Top1S: 100.000000, Top1T: 66.653145 Train:epoch: 72, loss@min: 1.014337, loss@max: 1.676722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.003813, LT: 1.433765, Top1S: 100.000000, Top1T: 66.288033 Train:epoch: 73, loss@min: 1.021935, loss@max: 1.684739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.003726, LT: 1.435192, Top1S: 100.000000, Top1T: 65.841782 Train:epoch: 74, loss@min: 1.038888, loss@max: 1.734352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.003695, LT: 1.417822, Top1S: 100.000000, Top1T: 66.085190 Train:epoch: 75, loss@min: 1.050979, loss@max: 1.688218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.003711, LT: 1.392835, Top1S: 100.000000, Top1T: 66.247467 Train:epoch: 76, loss@min: 1.047001, loss@max: 1.708245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.003740, LT: 1.372957, Top1S: 100.000000, Top1T: 66.450302 Train:epoch: 77, loss@min: 1.042534, loss@max: 1.675420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.003739, LT: 1.368577, Top1S: 100.000000, Top1T: 66.815414 Train:epoch: 78, loss@min: 1.011931, loss@max: 1.674428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.003689, LT: 1.378640, Top1S: 100.000000, Top1T: 66.693710 Train:epoch: 79, loss@min: 1.087536, loss@max: 1.639591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.003622, LT: 1.393966, Top1S: 100.000000, Top1T: 66.247467 Train:epoch: 80, loss@min: 1.117246, loss@max: 1.706630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.003582, LT: 1.402459, Top1S: 100.000000, Top1T: 66.206894 Train:epoch: 81, loss@min: 1.122968, loss@max: 1.625507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.003576, LT: 1.391919, Top1S: 100.000000, Top1T: 66.288033 Train:epoch: 82, loss@min: 1.026492, loss@max: 1.593307, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.003596, LT: 1.366766, Top1S: 100.000000, Top1T: 66.531441 Train:epoch: 83, loss@min: 0.956040, loss@max: 1.677664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.003583, LT: 1.347231, Top1S: 100.000000, Top1T: 67.261665 Train:epoch: 84, loss@min: 0.986453, loss@max: 1.687344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.003547, LT: 1.330687, Top1S: 100.000000, Top1T: 67.626778Best acc: 67.626778 Train:epoch: 85, loss@min: 0.959278, loss@max: 1.665039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.003512, LT: 1.317845, Top1S: 100.000000, Top1T: 67.586205 Train:epoch: 86, loss@min: 0.984097, loss@max: 1.646289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.003489, LT: 1.312663, Top1S: 100.000000, Top1T: 67.423935 Train:epoch: 87, loss@min: 0.985811, loss@max: 1.618855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.003469, LT: 1.315620, Top1S: 100.000000, Top1T: 67.505074 Train:epoch: 88, loss@min: 0.960333, loss@max: 1.578064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.003441, LT: 1.326839, Top1S: 100.000000, Top1T: 67.180527 Train:epoch: 89, loss@min: 0.995258, loss@max: 1.543788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.003408, LT: 1.338785, Top1S: 100.000000, Top1T: 66.977692 Train:epoch: 90, loss@min: 1.047499, loss@max: 1.506332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.003380, LT: 1.343716, Top1S: 100.000000, Top1T: 66.977692 Train:epoch: 91, loss@min: 1.088729, loss@max: 1.488789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.003358, LT: 1.339499, Top1S: 100.000000, Top1T: 67.099388 Train:epoch: 92, loss@min: 1.032591, loss@max: 1.485405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.003346, LT: 1.331925, Top1S: 100.000000, Top1T: 67.099388 Train:epoch: 93, loss@min: 1.045460, loss@max: 1.478320, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.003339, LT: 1.324143, Top1S: 100.000000, Top1T: 67.545639 Train:epoch: 94, loss@min: 1.015553, loss@max: 1.560080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.003336, LT: 1.316863, Top1S: 100.000000, Top1T: 67.423935 Train:epoch: 95, loss@min: 0.964998, loss@max: 1.602064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.003336, LT: 1.312019, Top1S: 100.000000, Top1T: 67.261665 Train:epoch: 96, loss@min: 0.966277, loss@max: 1.543761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.003335, LT: 1.311295, Top1S: 100.000000, Top1T: 67.910751Best acc: 67.910751 Train:epoch: 97, loss@min: 0.965979, loss@max: 1.514051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.003324, LT: 1.311357, Top1S: 100.000000, Top1T: 67.991890Best acc: 67.991890 Train:epoch: 98, loss@min: 0.988897, loss@max: 1.548789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.003302, LT: 1.307812, Top1S: 100.000000, Top1T: 68.154160Best acc: 68.154160 Train:epoch: 99, loss@min: 0.963400, loss@max: 1.518148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.003275, LT: 1.303902, Top1S: 100.000000, Top1T: 68.478699Best acc: 68.478699 Train:epoch: 100, loss@min: 0.960965, loss@max: 1.533470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.003250, LT: 1.299605, Top1S: 100.000000, Top1T: 68.356995 Train:epoch: 101, loss@min: 0.988312, loss@max: 1.478788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.003230, LT: 1.292776, Top1S: 100.000000, Top1T: 68.438133 Train:epoch: 102, loss@min: 1.010104, loss@max: 1.444165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.003219, LT: 1.284262, Top1S: 100.000000, Top1T: 68.600403Best acc: 68.600403 Train:epoch: 103, loss@min: 0.985718, loss@max: 1.454557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.003216, LT: 1.278204, Top1S: 100.000000, Top1T: 68.640976Best acc: 68.640976 Train:epoch: 104, loss@min: 1.002462, loss@max: 1.464487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.003212, LT: 1.277441, Top1S: 100.000000, Top1T: 68.640976 Train:epoch: 105, loss@min: 0.980721, loss@max: 1.481133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.003210, LT: 1.280397, Top1S: 100.000000, Top1T: 68.194725 Train:epoch: 106, loss@min: 0.961498, loss@max: 1.470008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.003211, LT: 1.284428, Top1S: 100.000000, Top1T: 68.316429 Train:epoch: 107, loss@min: 0.987382, loss@max: 1.463567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.003218, LT: 1.284639, Top1S: 100.000000, Top1T: 68.559837 Train:epoch: 108, loss@min: 0.979368, loss@max: 1.466393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.003226, LT: 1.282296, Top1S: 100.000000, Top1T: 68.438133 Train:epoch: 109, loss@min: 0.974223, loss@max: 1.453672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.003225, LT: 1.276971, Top1S: 100.000000, Top1T: 68.722107Best acc: 68.722107 Train:epoch: 110, loss@min: 0.932203, loss@max: 1.476140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.003212, LT: 1.271074, Top1S: 100.000000, Top1T: 68.965515Best acc: 68.965515 Train:epoch: 111, loss@min: 0.945562, loss@max: 1.477786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.003189, LT: 1.267435, Top1S: 100.000000, Top1T: 69.533470Best acc: 69.533470 Train:epoch: 112, loss@min: 0.977642, loss@max: 1.454260, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.003163, LT: 1.264696, Top1S: 100.000000, Top1T: 69.614601Best acc: 69.614601 Train:epoch: 113, loss@min: 0.943167, loss@max: 1.481972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.003139, LT: 1.262484, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 114, loss@min: 0.995764, loss@max: 1.428913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.003121, LT: 1.261470, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 115, loss@min: 0.970578, loss@max: 1.446012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.003110, LT: 1.261468, Top1S: 100.000000, Top1T: 69.249496 Train:epoch: 116, loss@min: 0.969783, loss@max: 1.431217, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.003107, LT: 1.260320, Top1S: 100.000000, Top1T: 69.006088 Train:epoch: 117, loss@min: 0.979856, loss@max: 1.432922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.003108, LT: 1.260085, Top1S: 100.000000, Top1T: 69.087219 Train:epoch: 118, loss@min: 0.998056, loss@max: 1.396118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.003111, LT: 1.259681, Top1S: 100.000000, Top1T: 68.965515 Train:epoch: 119, loss@min: 0.970904, loss@max: 1.410122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.003116, LT: 1.257813, Top1S: 100.000000, Top1T: 69.087219 Train:epoch: 120, loss@min: 0.992499, loss@max: 1.420245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.003118, LT: 1.255488, Top1S: 100.000000, Top1T: 69.249496 Train:epoch: 121, loss@min: 0.967781, loss@max: 1.411797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.003116, LT: 1.253686, Top1S: 100.000000, Top1T: 69.168358 Train:epoch: 122, loss@min: 1.005004, loss@max: 1.415753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.003113, LT: 1.252721, Top1S: 100.000000, Top1T: 68.965515 Train:epoch: 123, loss@min: 0.936641, loss@max: 1.443012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.003107, LT: 1.252906, Top1S: 100.000000, Top1T: 69.168358 Train:epoch: 124, loss@min: 0.939425, loss@max: 1.439791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.003100, LT: 1.253926, Top1S: 100.000000, Top1T: 69.290062 Train:epoch: 125, loss@min: 0.944765, loss@max: 1.447518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.003093, LT: 1.254699, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 126, loss@min: 0.964485, loss@max: 1.427329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.003087, LT: 1.255422, Top1S: 100.000000, Top1T: 69.492905 Train:epoch: 127, loss@min: 0.941523, loss@max: 1.440049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.003080, LT: 1.256249, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 128, loss@min: 0.973863, loss@max: 1.407022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.003075, LT: 1.256960, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 129, loss@min: 0.930740, loss@max: 1.461022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.003069, LT: 1.258075, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 130, loss@min: 0.963938, loss@max: 1.422235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.003062, LT: 1.258792, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 131, loss@min: 0.974538, loss@max: 1.405081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.003057, LT: 1.258958, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 132, loss@min: 0.941872, loss@max: 1.432817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.003054, LT: 1.259162, Top1S: 100.000000, Top1T: 69.492905 Train:epoch: 133, loss@min: 0.971558, loss@max: 1.413502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.003052, LT: 1.259023, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 134, loss@min: 0.951095, loss@max: 1.421671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.003052, LT: 1.258690, Top1S: 100.000000, Top1T: 69.411766 Train:epoch: 135, loss@min: 0.998507, loss@max: 1.364420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.003051, LT: 1.258252, Top1S: 100.000000, Top1T: 69.411766 Train:epoch: 136, loss@min: 0.932631, loss@max: 1.437582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.003052, LT: 1.257689, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 137, loss@min: 0.969120, loss@max: 1.400770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.003052, LT: 1.256937, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 138, loss@min: 0.985677, loss@max: 1.390321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.003053, LT: 1.256193, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 139, loss@min: 0.968526, loss@max: 1.402998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.003054, LT: 1.255345, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 140, loss@min: 0.956592, loss@max: 1.418046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.003054, LT: 1.254839, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 141, loss@min: 0.943102, loss@max: 1.446276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.003054, LT: 1.254701, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 142, loss@min: 0.985796, loss@max: 1.389715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.003054, LT: 1.254661, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 143, loss@min: 0.974809, loss@max: 1.407105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.003054, LT: 1.254606, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 144, loss@min: 0.977625, loss@max: 1.396931, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.003054, LT: 1.254527, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 145, loss@min: 0.963976, loss@max: 1.397370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.003054, LT: 1.254466, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 146, loss@min: 0.974931, loss@max: 1.400393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.003054, LT: 1.254426, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 147, loss@min: 0.954528, loss@max: 1.417582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.003054, LT: 1.254400, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 148, loss@min: 0.944271, loss@max: 1.426302, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.003054, LT: 1.254390, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 149, loss@min: 0.970696, loss@max: 1.404476, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.003054, LT: 1.254387, Top1S: 100.000000, Top1T: 69.330627 Train:epoch: 150, loss@min: 0.991869, loss@max: 1.384845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.003054, LT: 1.254387, Top1S: 100.000000, Top1T: 69.330627 ------------------------------------------- Thu Jun 1 10:45:11 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 1, "test_freq": 1} ------------------------------------------- Thu Jun 1 13:41:23 2023 ------------------------------------------- Train:epoch: 1, loss@min: 20.345844, loss@max: 7.206676, Top1S acc: 16.000000, Top1T acc: 12.000000 Train:epoch: 2, loss@min: 9.503028, loss@max: 5.416236, Top1S acc: 68.000000, Top1T acc: 49.000000 Train:epoch: 3, loss@min: 4.104666, loss@max: 4.495502, Top1S acc: 92.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 2.107556, loss@max: 4.250479, Top1S acc: 97.000000, Top1T acc: 91.000000 Train:epoch: 5, loss@min: 1.408611, loss@max: 4.098397, Top1S acc: 98.000000, Top1T acc: 97.000000 Train:epoch: 6, loss@min: 1.145996, loss@max: 4.009532, Top1S acc: 98.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 1.226076, loss@max: 3.580694, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.164645, loss@max: 3.296869, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.973879, loss@max: 3.069315, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 10, loss@min: 1.147005, loss@max: 2.693517, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.309847, loss@max: 2.358580, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 1.451681, loss@max: 1.946404, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 13, loss@min: 1.766795, loss@max: 1.770954, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 1.748246, loss@max: 1.776969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.608936, loss@max: 1.767684, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 16, loss@min: 1.472996, loss@max: 1.755267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.441631, loss@max: 2.022002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.333390, loss@max: 2.240651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.218828, loss@max: 2.241722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.063243, loss@max: 2.340694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.134769, loss@max: 2.437234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.214143, loss@max: 2.449697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.170388, loss@max: 2.613066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.167824, loss@max: 2.479708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.332323, loss@max: 2.381283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.543102, loss@max: 2.202068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.598637, loss@max: 2.265003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.602975, loss@max: 2.423131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.514060, loss@max: 2.535901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.279947, loss@max: 2.811157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.185127, loss@max: 2.819181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.458523, loss@max: 2.879836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.419711, loss@max: 2.618569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.418136, loss@max: 2.637356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.582919, loss@max: 2.728825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.436536, loss@max: 2.889289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.295415, loss@max: 2.924306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.125840, loss@max: 2.786180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.225785, loss@max: 2.972825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.531769, loss@max: 2.788637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.684007, loss@max: 2.600442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.759336, loss@max: 2.485475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.378060, loss@max: 2.502131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.351641, loss@max: 2.780192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.259196, loss@max: 2.966588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.383391, loss@max: 3.293996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.292999, loss@max: 3.024364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.435603, loss@max: 2.841741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.608164, loss@max: 2.791596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.552392, loss@max: 2.778328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.002967, LT: 1.577874, Top1S: 100.000000, Top1T: 66.937119Best acc: 66.937119 Train:epoch: 51, loss@min: 1.525296, loss@max: 2.678495, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.003063, LT: 1.538443, Top1S: 100.000000, Top1T: 67.342796Best acc: 67.342796 Train:epoch: 52, loss@min: 1.527649, loss@max: 2.918485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.003165, LT: 1.486075, Top1S: 100.000000, Top1T: 67.505074Best acc: 67.505074 Train:epoch: 53, loss@min: 1.355151, loss@max: 2.930878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.003272, LT: 1.446383, Top1S: 100.000000, Top1T: 68.275864Best acc: 68.275864 Train:epoch: 54, loss@min: 1.275780, loss@max: 2.998331, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.003363, LT: 1.433641, Top1S: 100.000000, Top1T: 68.397568Best acc: 68.397568 Train:epoch: 55, loss@min: 1.269548, loss@max: 2.855457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.003266, LT: 1.434220, Top1S: 100.000000, Top1T: 68.154160 Train:epoch: 56, loss@min: 1.339509, loss@max: 2.888880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.002974, LT: 1.448127, Top1S: 100.000000, Top1T: 68.275864 Train:epoch: 57, loss@min: 1.743836, loss@max: 2.739247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.002679, LT: 1.500506, Top1S: 100.000000, Top1T: 67.951317 Train:epoch: 58, loss@min: 1.702078, loss@max: 2.797241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.002525, LT: 1.540818, Top1S: 100.000000, Top1T: 67.667343 Train:epoch: 59, loss@min: 1.601121, loss@max: 2.821815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.002522, LT: 1.555605, Top1S: 100.000000, Top1T: 67.221092 Train:epoch: 60, loss@min: 1.351903, loss@max: 2.985292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.002655, LT: 1.531457, Top1S: 100.000000, Top1T: 67.180527 Train:epoch: 61, loss@min: 1.387823, loss@max: 2.972532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.002874, LT: 1.484784, Top1S: 100.000000, Top1T: 67.139961 Train:epoch: 62, loss@min: 1.509578, loss@max: 3.030629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.003042, LT: 1.439712, Top1S: 100.000000, Top1T: 67.545639 Train:epoch: 63, loss@min: 1.604048, loss@max: 2.671866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.003054, LT: 1.407068, Top1S: 100.000000, Top1T: 68.843811Best acc: 68.843811 Train:epoch: 64, loss@min: 1.373668, loss@max: 2.847202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.002955, LT: 1.403068, Top1S: 100.000000, Top1T: 68.519272 Train:epoch: 65, loss@min: 1.321877, loss@max: 2.711056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.002811, LT: 1.444626, Top1S: 100.000000, Top1T: 68.762680 Train:epoch: 66, loss@min: 1.524742, loss@max: 2.858429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.002723, LT: 1.469243, Top1S: 100.000000, Top1T: 68.762680 Train:epoch: 67, loss@min: 1.293123, loss@max: 2.906333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.002620, LT: 1.468780, Top1S: 100.000000, Top1T: 68.924950Best acc: 68.924950 Train:epoch: 68, loss@min: 1.330864, loss@max: 2.877618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.002567, LT: 1.458172, Top1S: 100.000000, Top1T: 69.006088Best acc: 69.006088 Train:epoch: 69, loss@min: 1.221130, loss@max: 2.710802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.002581, LT: 1.464927, Top1S: 100.000000, Top1T: 68.722107 Train:epoch: 70, loss@min: 1.420640, loss@max: 2.301015, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.002673, LT: 1.472786, Top1S: 100.000000, Top1T: 68.154160 Train:epoch: 71, loss@min: 1.454612, loss@max: 2.504522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.002782, LT: 1.456421, Top1S: 100.000000, Top1T: 67.707909 Train:epoch: 72, loss@min: 1.425439, loss@max: 2.541271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.002752, LT: 1.431094, Top1S: 100.000000, Top1T: 68.113594 Train:epoch: 73, loss@min: 1.321996, loss@max: 2.580431, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.002640, LT: 1.420862, Top1S: 100.000000, Top1T: 68.356995 Train:epoch: 74, loss@min: 1.256231, loss@max: 2.586735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.002586, LT: 1.438177, Top1S: 100.000000, Top1T: 68.681541 Train:epoch: 75, loss@min: 1.248628, loss@max: 2.673092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.002604, LT: 1.453059, Top1S: 100.000000, Top1T: 68.559837 Train:epoch: 76, loss@min: 1.260368, loss@max: 2.685319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.002634, LT: 1.439996, Top1S: 100.000000, Top1T: 68.884384 Train:epoch: 77, loss@min: 1.245372, loss@max: 2.603104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.002667, LT: 1.399178, Top1S: 100.000000, Top1T: 69.208923Best acc: 69.208923 Train:epoch: 78, loss@min: 1.209662, loss@max: 2.563119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.002671, LT: 1.367725, Top1S: 100.000000, Top1T: 69.614601Best acc: 69.614601 Train:epoch: 79, loss@min: 1.358677, loss@max: 2.261168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.002643, LT: 1.359996, Top1S: 100.000000, Top1T: 69.614601 Train:epoch: 80, loss@min: 1.389315, loss@max: 2.304095, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002583, LT: 1.380777, Top1S: 100.000000, Top1T: 68.924950 Train:epoch: 81, loss@min: 1.473292, loss@max: 2.174893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002539, LT: 1.402758, Top1S: 100.000000, Top1T: 68.356995 Train:epoch: 82, loss@min: 1.362339, loss@max: 2.274098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002485, LT: 1.428944, Top1S: 100.000000, Top1T: 68.316429 Train:epoch: 83, loss@min: 1.244455, loss@max: 2.314229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002477, LT: 1.442600, Top1S: 100.000000, Top1T: 67.748482 Train:epoch: 84, loss@min: 1.119851, loss@max: 2.342025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002468, LT: 1.452267, Top1S: 100.000000, Top1T: 68.113594 Train:epoch: 85, loss@min: 1.191265, loss@max: 2.319724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002435, LT: 1.450661, Top1S: 100.000000, Top1T: 68.519272 Train:epoch: 86, loss@min: 1.167867, loss@max: 2.210753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002395, LT: 1.426666, Top1S: 100.000000, Top1T: 68.924950 Train:epoch: 87, loss@min: 1.080667, loss@max: 2.232307, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002370, LT: 1.389044, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 88, loss@min: 1.099160, loss@max: 2.281035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002347, LT: 1.351976, Top1S: 100.000000, Top1T: 69.979713Best acc: 69.979713 Train:epoch: 89, loss@min: 1.230744, loss@max: 2.101006, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002322, LT: 1.339157, Top1S: 100.000000, Top1T: 69.939148 Train:epoch: 90, loss@min: 1.133542, loss@max: 1.838111, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002308, LT: 1.347406, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 91, loss@min: 1.212712, loss@max: 1.962021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002326, LT: 1.365090, Top1S: 100.000000, Top1T: 69.127792 Train:epoch: 92, loss@min: 1.208615, loss@max: 1.839550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002368, LT: 1.375469, Top1S: 100.000000, Top1T: 68.519272 Train:epoch: 93, loss@min: 1.277578, loss@max: 1.910358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002403, LT: 1.384799, Top1S: 100.000000, Top1T: 68.681541 Train:epoch: 94, loss@min: 1.102877, loss@max: 1.924946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002414, LT: 1.392182, Top1S: 100.000000, Top1T: 68.640976 Train:epoch: 95, loss@min: 1.083843, loss@max: 2.147345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002406, LT: 1.398668, Top1S: 100.000000, Top1T: 68.559837 Train:epoch: 96, loss@min: 1.084149, loss@max: 1.973236, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002383, LT: 1.400615, Top1S: 100.000000, Top1T: 68.681541 Train:epoch: 97, loss@min: 1.090521, loss@max: 2.164442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002355, LT: 1.395650, Top1S: 100.000000, Top1T: 69.046654 Train:epoch: 98, loss@min: 1.064641, loss@max: 2.022871, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002329, LT: 1.389911, Top1S: 100.000000, Top1T: 69.290062 Train:epoch: 99, loss@min: 1.155412, loss@max: 2.027943, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002310, LT: 1.384522, Top1S: 100.000000, Top1T: 69.168358 Train:epoch: 100, loss@min: 1.052396, loss@max: 1.835268, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002303, LT: 1.374024, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 101, loss@min: 1.081585, loss@max: 1.750362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002302, LT: 1.362427, Top1S: 100.000000, Top1T: 69.290062 Train:epoch: 102, loss@min: 1.021135, loss@max: 1.711550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002299, LT: 1.356712, Top1S: 100.000000, Top1T: 69.492905 Train:epoch: 103, loss@min: 1.073375, loss@max: 1.844714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002297, LT: 1.353731, Top1S: 100.000000, Top1T: 69.574036 Train:epoch: 104, loss@min: 1.168984, loss@max: 1.818254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002282, LT: 1.355316, Top1S: 100.000000, Top1T: 69.817444 Train:epoch: 105, loss@min: 1.209967, loss@max: 1.786036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002264, LT: 1.359050, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 106, loss@min: 1.127183, loss@max: 1.784705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002258, LT: 1.361665, Top1S: 100.000000, Top1T: 69.939148 Train:epoch: 107, loss@min: 1.087375, loss@max: 1.757345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002259, LT: 1.360211, Top1S: 100.000000, Top1T: 69.817444 Train:epoch: 108, loss@min: 1.116405, loss@max: 1.809816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002264, LT: 1.354826, Top1S: 100.000000, Top1T: 69.776878 Train:epoch: 109, loss@min: 0.990422, loss@max: 1.828719, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002266, LT: 1.348204, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 110, loss@min: 0.955669, loss@max: 1.841046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002262, LT: 1.343879, Top1S: 100.000000, Top1T: 70.182556Best acc: 70.182556 Train:epoch: 111, loss@min: 0.943449, loss@max: 1.825455, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002249, LT: 1.345027, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 112, loss@min: 0.999735, loss@max: 1.792462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002231, LT: 1.347511, Top1S: 100.000000, Top1T: 69.817444 Train:epoch: 113, loss@min: 1.062573, loss@max: 1.743357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002212, LT: 1.350936, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 114, loss@min: 1.080831, loss@max: 1.693228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002198, LT: 1.355688, Top1S: 100.000000, Top1T: 69.776878 Train:epoch: 115, loss@min: 1.018811, loss@max: 1.721497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002195, LT: 1.356773, Top1S: 100.000000, Top1T: 69.939148 Train:epoch: 116, loss@min: 1.069993, loss@max: 1.623614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002201, LT: 1.356213, Top1S: 100.000000, Top1T: 70.020287 Train:epoch: 117, loss@min: 1.087214, loss@max: 1.634552, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002210, LT: 1.353698, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 118, loss@min: 1.058102, loss@max: 1.701828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002219, LT: 1.349037, Top1S: 100.000000, Top1T: 70.060852 Train:epoch: 119, loss@min: 1.057753, loss@max: 1.596012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002229, LT: 1.345197, Top1S: 100.000000, Top1T: 70.020287 Train:epoch: 120, loss@min: 1.048199, loss@max: 1.750000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002234, LT: 1.340794, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 121, loss@min: 1.003699, loss@max: 1.689174, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002230, LT: 1.337848, Top1S: 100.000000, Top1T: 70.101418 Train:epoch: 122, loss@min: 1.050632, loss@max: 1.629680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002224, LT: 1.337305, Top1S: 100.000000, Top1T: 70.101418 Train:epoch: 123, loss@min: 1.026058, loss@max: 1.675548, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002218, LT: 1.336922, Top1S: 100.000000, Top1T: 70.263695Best acc: 70.263695 Train:epoch: 124, loss@min: 0.967938, loss@max: 1.627011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002211, LT: 1.336373, Top1S: 100.000000, Top1T: 70.263695 Train:epoch: 125, loss@min: 1.045389, loss@max: 1.666518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002205, LT: 1.336044, Top1S: 100.000000, Top1T: 70.385399Best acc: 70.385399 Train:epoch: 126, loss@min: 1.053221, loss@max: 1.627165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002202, LT: 1.336638, Top1S: 100.000000, Top1T: 70.344826 Train:epoch: 127, loss@min: 0.961667, loss@max: 1.624521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002199, LT: 1.338321, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 128, loss@min: 1.032523, loss@max: 1.584182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002196, LT: 1.339140, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 129, loss@min: 0.987555, loss@max: 1.659363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002194, LT: 1.338627, Top1S: 100.000000, Top1T: 70.101418 Train:epoch: 130, loss@min: 1.030884, loss@max: 1.617372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002192, LT: 1.337937, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 131, loss@min: 1.053558, loss@max: 1.572926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002190, LT: 1.337924, Top1S: 100.000000, Top1T: 70.223122 Train:epoch: 132, loss@min: 1.024270, loss@max: 1.589648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002187, LT: 1.338546, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 133, loss@min: 1.098282, loss@max: 1.539647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002186, LT: 1.339190, Top1S: 100.000000, Top1T: 70.060852 Train:epoch: 134, loss@min: 1.054388, loss@max: 1.604226, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002183, LT: 1.340339, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 135, loss@min: 1.092077, loss@max: 1.427773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002180, LT: 1.341685, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 136, loss@min: 0.955614, loss@max: 1.660947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002179, LT: 1.342404, Top1S: 100.000000, Top1T: 70.101418 Train:epoch: 137, loss@min: 1.024989, loss@max: 1.586504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002179, LT: 1.342542, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 138, loss@min: 0.980798, loss@max: 1.639685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002179, LT: 1.342525, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 139, loss@min: 1.012636, loss@max: 1.589739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002181, LT: 1.341945, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 140, loss@min: 1.032331, loss@max: 1.567157, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002183, LT: 1.341414, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 141, loss@min: 1.000513, loss@max: 1.672252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002184, LT: 1.341064, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 142, loss@min: 1.070664, loss@max: 1.507532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002185, LT: 1.340835, Top1S: 100.000000, Top1T: 70.101418 Train:epoch: 143, loss@min: 0.999442, loss@max: 1.574682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002186, LT: 1.340681, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 144, loss@min: 1.050234, loss@max: 1.540818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002186, LT: 1.340616, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 145, loss@min: 0.991436, loss@max: 1.610882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002186, LT: 1.340644, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 146, loss@min: 1.082307, loss@max: 1.530195, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002186, LT: 1.340643, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 147, loss@min: 0.974199, loss@max: 1.644339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002186, LT: 1.340680, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 148, loss@min: 0.966294, loss@max: 1.642402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002186, LT: 1.340698, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 149, loss@min: 1.005036, loss@max: 1.588545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002186, LT: 1.340701, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 150, loss@min: 1.110258, loss@max: 1.510664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002186, LT: 1.340701, Top1S: 100.000000, Top1T: 70.141991 ------------------------------------------- Thu Jun 1 14:30:33 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 1, "test_freq": 1} ------------------------------------------- Sat Jun 3 11:03:17 2023 ------------------------------------------- Train:epoch: 1, loss@min: 20.345842, loss@max: 7.206676, Top1S acc: 16.000000, Top1T acc: 12.000000 Train:epoch: 2, loss@min: 9.503027, loss@max: 5.416236, Top1S acc: 68.000000, Top1T acc: 49.000000 Train:epoch: 3, loss@min: 4.104666, loss@max: 4.495501, Top1S acc: 92.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 2.107556, loss@max: 4.250479, Top1S acc: 97.000000, Top1T acc: 91.000000 Train:epoch: 5, loss@min: 1.408611, loss@max: 4.098397, Top1S acc: 98.000000, Top1T acc: 97.000000 Train:epoch: 6, loss@min: 1.145996, loss@max: 4.009532, Top1S acc: 98.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 1.226076, loss@max: 3.580694, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.164645, loss@max: 3.296869, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.973879, loss@max: 3.069315, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 10, loss@min: 1.147006, loss@max: 2.693517, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.309847, loss@max: 2.358579, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 1.451680, loss@max: 1.946405, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 13, loss@min: 1.766795, loss@max: 1.770954, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 1.748246, loss@max: 1.776970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.608936, loss@max: 1.767684, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 16, loss@min: 1.472996, loss@max: 1.755267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.441631, loss@max: 2.022002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.333390, loss@max: 2.240652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.218828, loss@max: 2.241722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.063242, loss@max: 2.340694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.134768, loss@max: 2.437235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.214142, loss@max: 2.449697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.170388, loss@max: 2.613065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.167823, loss@max: 2.479706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.332325, loss@max: 2.381282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.543104, loss@max: 2.202067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.598637, loss@max: 2.265002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.602974, loss@max: 2.423131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.514059, loss@max: 2.535900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.279947, loss@max: 2.811155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.185129, loss@max: 2.819180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.458523, loss@max: 2.879834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.419708, loss@max: 2.618568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.418136, loss@max: 2.637361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.582917, loss@max: 2.728829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.436536, loss@max: 2.889295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.295416, loss@max: 2.924313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.125837, loss@max: 2.786177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.225786, loss@max: 2.972825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.531773, loss@max: 2.788643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.684008, loss@max: 2.600450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.759330, loss@max: 2.485479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.378058, loss@max: 2.502141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.351645, loss@max: 2.780203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.259192, loss@max: 2.966588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.383393, loss@max: 3.293990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.293011, loss@max: 3.024372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.435620, loss@max: 2.841762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.608160, loss@max: 2.791610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.552387, loss@max: 2.778361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.002967, LT: 1.577872, Top1S: 100.000000, Top1T: 66.937119Best acc: 66.937119 Train:epoch: 51, loss@min: 1.525286, loss@max: 2.678531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.003063, LT: 1.538439, Top1S: 100.000000, Top1T: 67.342796Best acc: 67.342796 Train:epoch: 52, loss@min: 1.527636, loss@max: 2.918503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.003165, LT: 1.486072, Top1S: 100.000000, Top1T: 67.505074Best acc: 67.505074 Train:epoch: 53, loss@min: 1.355158, loss@max: 2.930902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.003272, LT: 1.446381, Top1S: 100.000000, Top1T: 68.275864Best acc: 68.275864 Train:epoch: 54, loss@min: 1.275820, loss@max: 2.998347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.003363, LT: 1.433639, Top1S: 100.000000, Top1T: 68.397568Best acc: 68.397568 Train:epoch: 55, loss@min: 1.269589, loss@max: 2.855442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.003266, LT: 1.434218, Top1S: 100.000000, Top1T: 68.154160 Train:epoch: 56, loss@min: 1.339536, loss@max: 2.888849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.002974, LT: 1.448125, Top1S: 100.000000, Top1T: 68.275864 Train:epoch: 57, loss@min: 1.743828, loss@max: 2.739220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.002679, LT: 1.500506, Top1S: 100.000000, Top1T: 67.951317 Train:epoch: 58, loss@min: 1.702078, loss@max: 2.797288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.002525, LT: 1.540819, Top1S: 100.000000, Top1T: 67.667343 Train:epoch: 59, loss@min: 1.601109, loss@max: 2.821878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.002522, LT: 1.555606, Top1S: 100.000000, Top1T: 67.221092 Train:epoch: 60, loss@min: 1.351880, loss@max: 2.985384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.002655, LT: 1.531458, Top1S: 100.000000, Top1T: 67.180527 Train:epoch: 61, loss@min: 1.387801, loss@max: 2.972513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.002874, LT: 1.484786, Top1S: 100.000000, Top1T: 67.139961 Train:epoch: 62, loss@min: 1.509645, loss@max: 3.030652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.003042, LT: 1.439714, Top1S: 100.000000, Top1T: 67.545639 Train:epoch: 63, loss@min: 1.604176, loss@max: 2.671948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.003054, LT: 1.407068, Top1S: 100.000000, Top1T: 68.843811Best acc: 68.843811 Train:epoch: 64, loss@min: 1.373761, loss@max: 2.847183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.002955, LT: 1.403067, Top1S: 100.000000, Top1T: 68.519272 Train:epoch: 65, loss@min: 1.321869, loss@max: 2.710956, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.002811, LT: 1.444627, Top1S: 100.000000, Top1T: 68.762680 Train:epoch: 66, loss@min: 1.524757, loss@max: 2.858475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.002723, LT: 1.469246, Top1S: 100.000000, Top1T: 68.762680 Train:epoch: 67, loss@min: 1.293144, loss@max: 2.906441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.002621, LT: 1.468782, Top1S: 100.000000, Top1T: 68.924950Best acc: 68.924950 Train:epoch: 68, loss@min: 1.330890, loss@max: 2.877761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.002567, LT: 1.458171, Top1S: 100.000000, Top1T: 69.006088Best acc: 69.006088 Train:epoch: 69, loss@min: 1.221131, loss@max: 2.711035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.002581, LT: 1.464927, Top1S: 100.000000, Top1T: 68.722107 Train:epoch: 70, loss@min: 1.420488, loss@max: 2.300983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.002673, LT: 1.472791, Top1S: 100.000000, Top1T: 68.154160 Train:epoch: 71, loss@min: 1.454477, loss@max: 2.504472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.002782, LT: 1.456430, Top1S: 100.000000, Top1T: 67.707909 Train:epoch: 72, loss@min: 1.425460, loss@max: 2.541338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.002752, LT: 1.431103, Top1S: 100.000000, Top1T: 68.113594 Train:epoch: 73, loss@min: 1.322025, loss@max: 2.580396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.002640, LT: 1.420869, Top1S: 100.000000, Top1T: 68.356995 Train:epoch: 74, loss@min: 1.256225, loss@max: 2.586662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.002586, LT: 1.438180, Top1S: 100.000000, Top1T: 68.681541 Train:epoch: 75, loss@min: 1.248651, loss@max: 2.673055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.002604, LT: 1.453055, Top1S: 100.000000, Top1T: 68.559837 Train:epoch: 76, loss@min: 1.260403, loss@max: 2.685285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.002634, LT: 1.439988, Top1S: 100.000000, Top1T: 68.884384 Train:epoch: 77, loss@min: 1.245379, loss@max: 2.603047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.002667, LT: 1.399171, Top1S: 100.000000, Top1T: 69.208923Best acc: 69.208923 Train:epoch: 78, loss@min: 1.209698, loss@max: 2.563103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.002671, LT: 1.367721, Top1S: 100.000000, Top1T: 69.614601Best acc: 69.614601 Train:epoch: 79, loss@min: 1.358704, loss@max: 2.261175, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.002643, LT: 1.359995, Top1S: 100.000000, Top1T: 69.614601 Train:epoch: 80, loss@min: 1.389312, loss@max: 2.304130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002583, LT: 1.380777, Top1S: 100.000000, Top1T: 68.924950 Train:epoch: 81, loss@min: 1.473268, loss@max: 2.174933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002539, LT: 1.402760, Top1S: 100.000000, Top1T: 68.356995 Train:epoch: 82, loss@min: 1.362350, loss@max: 2.274265, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002485, LT: 1.428950, Top1S: 100.000000, Top1T: 68.316429 Train:epoch: 83, loss@min: 1.244453, loss@max: 2.314288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002477, LT: 1.442610, Top1S: 100.000000, Top1T: 67.748482 Train:epoch: 84, loss@min: 1.119825, loss@max: 2.342108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002468, LT: 1.452279, Top1S: 100.000000, Top1T: 68.113594 Train:epoch: 85, loss@min: 1.191221, loss@max: 2.319716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002435, LT: 1.450668, Top1S: 100.000000, Top1T: 68.519272 Train:epoch: 86, loss@min: 1.167890, loss@max: 2.210770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002395, LT: 1.426665, Top1S: 100.000000, Top1T: 68.924950 Train:epoch: 87, loss@min: 1.080701, loss@max: 2.232326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002370, LT: 1.389038, Top1S: 100.000000, Top1T: 69.452332 Train:epoch: 88, loss@min: 1.099214, loss@max: 2.281074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002347, LT: 1.351969, Top1S: 100.000000, Top1T: 69.979713Best acc: 69.979713 Train:epoch: 89, loss@min: 1.230728, loss@max: 2.100956, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002322, LT: 1.339152, Top1S: 100.000000, Top1T: 69.939148 Train:epoch: 90, loss@min: 1.133579, loss@max: 1.838155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002308, LT: 1.347406, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 91, loss@min: 1.212733, loss@max: 1.962057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002326, LT: 1.365091, Top1S: 100.000000, Top1T: 69.127792 Train:epoch: 92, loss@min: 1.208582, loss@max: 1.839581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002368, LT: 1.375467, Top1S: 100.000000, Top1T: 68.519272 Train:epoch: 93, loss@min: 1.277541, loss@max: 1.910387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002404, LT: 1.384796, Top1S: 100.000000, Top1T: 68.681541 Train:epoch: 94, loss@min: 1.102833, loss@max: 1.925003, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002414, LT: 1.392181, Top1S: 100.000000, Top1T: 68.640976 Train:epoch: 95, loss@min: 1.083764, loss@max: 2.147269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002406, LT: 1.398673, Top1S: 100.000000, Top1T: 68.559837 Train:epoch: 96, loss@min: 1.084130, loss@max: 1.973272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002383, LT: 1.400624, Top1S: 100.000000, Top1T: 68.681541 Train:epoch: 97, loss@min: 1.090552, loss@max: 2.164443, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002355, LT: 1.395658, Top1S: 100.000000, Top1T: 69.046654 Train:epoch: 98, loss@min: 1.064671, loss@max: 2.022785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002329, LT: 1.389914, Top1S: 100.000000, Top1T: 69.290062 Train:epoch: 99, loss@min: 1.155442, loss@max: 2.027960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002310, LT: 1.384514, Top1S: 100.000000, Top1T: 69.168358 Train:epoch: 100, loss@min: 1.052403, loss@max: 1.835283, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002303, LT: 1.374009, Top1S: 100.000000, Top1T: 69.371201 Train:epoch: 101, loss@min: 1.081560, loss@max: 1.750373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002302, LT: 1.362411, Top1S: 100.000000, Top1T: 69.290062 Train:epoch: 102, loss@min: 1.021130, loss@max: 1.711546, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002299, LT: 1.356701, Top1S: 100.000000, Top1T: 69.492905 Train:epoch: 103, loss@min: 1.073359, loss@max: 1.844728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002297, LT: 1.353727, Top1S: 100.000000, Top1T: 69.574036 Train:epoch: 104, loss@min: 1.168975, loss@max: 1.818242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002282, LT: 1.355318, Top1S: 100.000000, Top1T: 69.817444 Train:epoch: 105, loss@min: 1.209959, loss@max: 1.786044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002264, LT: 1.359056, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 106, loss@min: 1.127190, loss@max: 1.784679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002258, LT: 1.361670, Top1S: 100.000000, Top1T: 69.939148 Train:epoch: 107, loss@min: 1.087383, loss@max: 1.757373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002259, LT: 1.360213, Top1S: 100.000000, Top1T: 69.817444 Train:epoch: 108, loss@min: 1.116412, loss@max: 1.809834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002264, LT: 1.354824, Top1S: 100.000000, Top1T: 69.776878 Train:epoch: 109, loss@min: 0.990431, loss@max: 1.828745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002266, LT: 1.348198, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 110, loss@min: 0.955675, loss@max: 1.841079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002262, LT: 1.343871, Top1S: 100.000000, Top1T: 70.182556Best acc: 70.182556 Train:epoch: 111, loss@min: 0.943451, loss@max: 1.825463, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002249, LT: 1.345018, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 112, loss@min: 0.999727, loss@max: 1.792454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002231, LT: 1.347503, Top1S: 100.000000, Top1T: 69.817444 Train:epoch: 113, loss@min: 1.062588, loss@max: 1.743389, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002212, LT: 1.350930, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 114, loss@min: 1.080803, loss@max: 1.693228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002198, LT: 1.355684, Top1S: 100.000000, Top1T: 69.776878 Train:epoch: 115, loss@min: 1.018829, loss@max: 1.721495, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002195, LT: 1.356770, Top1S: 100.000000, Top1T: 69.939148 Train:epoch: 116, loss@min: 1.069997, loss@max: 1.623589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002201, LT: 1.356210, Top1S: 100.000000, Top1T: 70.020287 Train:epoch: 117, loss@min: 1.087216, loss@max: 1.634572, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002210, LT: 1.353695, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 118, loss@min: 1.058124, loss@max: 1.701811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002219, LT: 1.349034, Top1S: 100.000000, Top1T: 70.060852 Train:epoch: 119, loss@min: 1.057759, loss@max: 1.595997, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002229, LT: 1.345195, Top1S: 100.000000, Top1T: 70.020287 Train:epoch: 120, loss@min: 1.048199, loss@max: 1.750002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002234, LT: 1.340791, Top1S: 100.000000, Top1T: 69.898582 Train:epoch: 121, loss@min: 1.003703, loss@max: 1.689173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002230, LT: 1.337845, Top1S: 100.000000, Top1T: 70.101418 Train:epoch: 122, loss@min: 1.050644, loss@max: 1.629689, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002224, LT: 1.337303, Top1S: 100.000000, Top1T: 70.101418 Train:epoch: 123, loss@min: 1.026052, loss@max: 1.675581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002218, LT: 1.336920, Top1S: 100.000000, Top1T: 70.263695Best acc: 70.263695 Train:epoch: 124, loss@min: 0.967936, loss@max: 1.627014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002211, LT: 1.336371, Top1S: 100.000000, Top1T: 70.263695 Train:epoch: 125, loss@min: 1.045388, loss@max: 1.666524, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002205, LT: 1.336043, Top1S: 100.000000, Top1T: 70.385399Best acc: 70.385399 Train:epoch: 126, loss@min: 1.053240, loss@max: 1.627154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002202, LT: 1.336637, Top1S: 100.000000, Top1T: 70.344826 Train:epoch: 127, loss@min: 0.961662, loss@max: 1.624522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002199, LT: 1.338321, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 128, loss@min: 1.032526, loss@max: 1.584190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002196, LT: 1.339139, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 129, loss@min: 0.987554, loss@max: 1.659363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002194, LT: 1.338626, Top1S: 100.000000, Top1T: 70.101418 Train:epoch: 130, loss@min: 1.030886, loss@max: 1.617366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002192, LT: 1.337936, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 131, loss@min: 1.053550, loss@max: 1.572929, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002190, LT: 1.337922, Top1S: 100.000000, Top1T: 70.223122 Train:epoch: 132, loss@min: 1.024254, loss@max: 1.589658, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002187, LT: 1.338543, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 133, loss@min: 1.098276, loss@max: 1.539672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002186, LT: 1.339187, Top1S: 100.000000, Top1T: 70.060852 Train:epoch: 134, loss@min: 1.054382, loss@max: 1.604250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002183, LT: 1.340336, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 135, loss@min: 1.092080, loss@max: 1.427768, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002180, LT: 1.341681, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 136, loss@min: 0.955607, loss@max: 1.660975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002179, LT: 1.342400, Top1S: 100.000000, Top1T: 70.101418 Train:epoch: 137, loss@min: 1.024975, loss@max: 1.586508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002179, LT: 1.342539, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 138, loss@min: 0.980798, loss@max: 1.639692, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002179, LT: 1.342521, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 139, loss@min: 1.012639, loss@max: 1.589731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002181, LT: 1.341942, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 140, loss@min: 1.032317, loss@max: 1.567178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002183, LT: 1.341411, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 141, loss@min: 1.000510, loss@max: 1.672262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002184, LT: 1.341061, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 142, loss@min: 1.070661, loss@max: 1.507544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002185, LT: 1.340832, Top1S: 100.000000, Top1T: 70.101418 Train:epoch: 143, loss@min: 0.999445, loss@max: 1.574682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002186, LT: 1.340677, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 144, loss@min: 1.050232, loss@max: 1.540823, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002186, LT: 1.340613, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 145, loss@min: 0.991434, loss@max: 1.610884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002186, LT: 1.340641, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 146, loss@min: 1.082299, loss@max: 1.530208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002186, LT: 1.340640, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 147, loss@min: 0.974195, loss@max: 1.644351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002186, LT: 1.340677, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 148, loss@min: 0.966291, loss@max: 1.642410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002186, LT: 1.340695, Top1S: 100.000000, Top1T: 70.182556 Train:epoch: 149, loss@min: 1.005024, loss@max: 1.588536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002186, LT: 1.340697, Top1S: 100.000000, Top1T: 70.141991 Train:epoch: 150, loss@min: 1.110246, loss@max: 1.510668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002186, LT: 1.340697, Top1S: 100.000000, Top1T: 70.141991 ------------------------------------------- Sat Jun 3 11:58:16 2023 ------------------------------------------- {"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Sat Jun 3 13:50:55 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Sat Jun 3 13:52:23 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Sat Jun 3 13:53:41 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Sat Jun 3 14:07:47 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Sat Jun 3 15:37:19 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 1000, "print_freq": 1, "shot": 16, "test_freq": 1} ------------------------------------------- Sat Jun 3 15:39:08 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.725658, loss@max: 3.121952, Top1S acc: 99.609375, Top1T acc: 66.406250{"dataset_dir": "G:\\\\datasets\\\\", "dataset_name": "eurosat", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 10, "print_freq": 1, "savedir": "G:\\\\eurosat_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Tue Jun 20 11:16:25 2023 ------------------------------------------- Train:epoch: 1, loss@min: 29.217850, loss@max: 10.119287, Top1S acc: 20.000000, Top1T acc: 25.625000 Train:epoch: 2, loss@min: 34.415855, loss@max: 10.928761, Top1S acc: 30.000000, Top1T acc: 38.125000 Train:epoch: 3, loss@min: 36.454338, loss@max: 9.668110, Top1S acc: 60.000000, Top1T acc: 33.125000 Train:epoch: 4, loss@min: 29.480301, loss@max: 5.973465, Top1S acc: 80.000000, Top1T acc: 45.625000 Train:epoch: 5, loss@min: 24.897280, loss@max: 5.458289, Top1S acc: 70.000000, Top1T acc: 43.125000 Train:epoch: 6, loss@min: 17.429811, loss@max: 5.090854, Top1S acc: 90.000000, Top1T acc: 51.875000 Train:epoch: 7, loss@min: 15.303755, loss@max: 6.591131, Top1S acc: 90.000000, Top1T acc: 34.375000 Train:epoch: 8, loss@min: 6.795787, loss@max: 6.033827, Top1S acc: 90.000000, Top1T acc: 55.625000 Train:epoch: 9, loss@min: 5.572366, loss@max: 5.935799, Top1S acc: 90.000000, Top1T acc: 66.250000 Train:epoch: 10, loss@min: 6.468602, loss@max: 6.713006, Top1S acc: 100.000000, Top1T acc: 54.375000 Train:epoch: 11, loss@min: 8.361647, loss@max: 7.007965, Top1S acc: 100.000000, Top1T acc: 54.375000 Train:epoch: 12, loss@min: 7.770515, loss@max: 5.180851, Top1S acc: 90.000000, Top1T acc: 53.750000 Train:epoch: 13, loss@min: 7.479287, loss@max: 4.781219, Top1S acc: 90.000000, Top1T acc: 58.125000 Train:epoch: 14, loss@min: 5.668051, loss@max: 4.479599, Top1S acc: 100.000000, Top1T acc: 69.375000 Train:epoch: 15, loss@min: 4.639034, loss@max: 4.730423, Top1S acc: 100.000000, Top1T acc: 69.375000 Train:epoch: 16, loss@min: 3.159852, loss@max: 4.486763, Top1S acc: 100.000000, Top1T acc: 73.125000 Train:epoch: 17, loss@min: 2.450238, loss@max: 4.384095, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 18, loss@min: 3.260705, loss@max: 4.900255, Top1S acc: 100.000000, Top1T acc: 66.250000 Train:epoch: 19, loss@min: 2.771342, loss@max: 3.828694, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 20, loss@min: 2.424041, loss@max: 2.476795, Top1S acc: 100.000000, Top1T acc: 83.125000 Train:epoch: 21, loss@min: 3.301702, loss@max: 2.371187, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 22, loss@min: 3.483556, loss@max: 2.800974, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 23, loss@min: 2.653780, loss@max: 3.097170, Top1S acc: 100.000000, Top1T acc: 76.875000 Train:epoch: 24, loss@min: 1.821576, loss@max: 3.246180, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 25, loss@min: 1.520427, loss@max: 3.375611, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 26, loss@min: 1.770901, loss@max: 3.159145, Top1S acc: 100.000000, Top1T acc: 83.125000 Train:epoch: 27, loss@min: 1.874781, loss@max: 2.742495, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 28, loss@min: 1.958687, loss@max: 2.635835, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 29, loss@min: 2.042323, loss@max: 2.659875, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 30, loss@min: 1.463935, loss@max: 2.426601, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 31, loss@min: 1.672290, loss@max: 2.865916, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 32, loss@min: 1.922359, loss@max: 2.888240, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 33, loss@min: 1.640605, loss@max: 2.414690, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 34, loss@min: 1.489910, loss@max: 2.435239, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 35, loss@min: 1.648862, loss@max: 2.720204, Top1S acc: 100.000000, Top1T acc: 85.625000 Train:epoch: 36, loss@min: 1.636438, loss@max: 2.545655, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 37, loss@min: 1.657218, loss@max: 2.278810, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 38, loss@min: 1.982876, loss@max: 2.273784, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 39, loss@min: 1.889132, loss@max: 2.365461, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 40, loss@min: 1.544996, loss@max: 2.543406, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 41, loss@min: 1.346899, loss@max: 3.014631, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 42, loss@min: 1.186422, loss@max: 3.058030, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 43, loss@min: 1.328171, loss@max: 3.066477, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 44, loss@min: 1.526007, loss@max: 2.742774, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 45, loss@min: 1.669791, loss@max: 2.264476, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 46, loss@min: 2.080704, loss@max: 2.411282, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 47, loss@min: 1.909705, loss@max: 2.370905, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 48, loss@min: 1.614907, loss@max: 2.473162, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 49, loss@min: 1.365108, loss@max: 2.700683, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 50, loss@min: 1.283939, loss@max: 2.975812, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 51, loss@min: 1.382712, loss@max: 3.165653, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 52, loss@min: 1.351861, loss@max: 2.939979, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 53, loss@min: 1.131374, loss@max: 2.268776, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 54, loss@min: 1.601804, loss@max: 2.442060, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 55, loss@min: 1.999611, loss@max: 2.631399, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 56, loss@min: 1.658674, loss@max: 2.301205, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 57, loss@min: 1.430186, loss@max: 2.115492, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 58, loss@min: 1.366285, loss@max: 2.536754, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 59, loss@min: 1.324136, loss@max: 2.934795, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 60, loss@min: 1.057707, loss@max: 2.782579, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 61, loss@min: 1.143676, loss@max: 2.856944, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 62, loss@min: 1.260123, loss@max: 2.496133, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 63, loss@min: 1.406481, loss@max: 2.051072, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 64, loss@min: 1.753157, loss@max: 2.002942, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 65, loss@min: 1.807322, loss@max: 2.092832, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 66, loss@min: 1.477853, loss@max: 2.032167, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 67, loss@min: 1.149899, loss@max: 2.210889, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 68, loss@min: 1.060227, loss@max: 2.491986, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 69, loss@min: 1.133951, loss@max: 2.655442, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 70, loss@min: 1.085543, loss@max: 2.324313, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 71, loss@min: 1.147151, loss@max: 1.902842, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 72, loss@min: 1.456702, loss@max: 1.992216, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 73, loss@min: 1.538475, loss@max: 1.969761, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 74, loss@min: 1.364943, loss@max: 1.936945, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 75, loss@min: 1.110702, loss@max: 2.051566, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 76, loss@min: 1.052424, loss@max: 2.152299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.117061, loss@max: 2.233595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.239610, loss@max: 2.111938, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 79, loss@min: 1.204272, loss@max: 1.936080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.162714, loss@max: 1.840259, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 80, LS: 0.010998, LT: 0.625688, Top1S: 100.000000, Top1T: 81.296295Best acc: 81.296295 Train:epoch: 81, loss@min: 1.165265, loss@max: 1.885142, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 81, LS: 0.010887, LT: 0.618150, Top1S: 100.000000, Top1T: 81.407410Best acc: 81.407410 Train:epoch: 82, loss@min: 1.186774, loss@max: 2.074066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.010797, LT: 0.605737, Top1S: 100.000000, Top1T: 81.654320Best acc: 81.654320 Train:epoch: 83, loss@min: 1.159893, loss@max: 2.112859, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 83, LS: 0.010732, LT: 0.593036, Top1S: 100.000000, Top1T: 82.012344Best acc: 82.012344 Train:epoch: 84, loss@min: 1.016063, loss@max: 1.855854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.010700, LT: 0.603799, Top1S: 100.000000, Top1T: 81.666664 Train:epoch: 85, loss@min: 1.023408, loss@max: 1.651486, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 85, LS: 0.010675, LT: 0.634611, Top1S: 100.000000, Top1T: 80.802467 Train:epoch: 86, loss@min: 1.280816, loss@max: 1.844435, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 86, LS: 0.010615, LT: 0.650610, Top1S: 100.000000, Top1T: 80.555557 Train:epoch: 87, loss@min: 1.324632, loss@max: 1.888207, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 87, LS: 0.010518, LT: 0.634450, Top1S: 100.000000, Top1T: 80.790123 Train:epoch: 88, loss@min: 1.170867, loss@max: 1.796702, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 88, LS: 0.010419, LT: 0.614855, Top1S: 100.000000, Top1T: 81.345680 Train:epoch: 89, loss@min: 0.955387, loss@max: 1.719153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.010341, LT: 0.610427, Top1S: 100.000000, Top1T: 81.518517 Train:epoch: 90, loss@min: 0.972634, loss@max: 1.887334, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 90, LS: 0.010276, LT: 0.611512, Top1S: 100.000000, Top1T: 81.567902 Train:epoch: 91, loss@min: 1.058264, loss@max: 1.967753, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 91, LS: 0.010213, LT: 0.609317, Top1S: 100.000000, Top1T: 81.765434 Train:epoch: 92, loss@min: 1.118311, loss@max: 1.831564, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 92, LS: 0.010160, LT: 0.610146, Top1S: 100.000000, Top1T: 81.666664 Train:epoch: 93, loss@min: 1.127951, loss@max: 1.595334, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 93, LS: 0.010126, LT: 0.625686, Top1S: 100.000000, Top1T: 81.469139 Train:epoch: 94, loss@min: 1.199623, loss@max: 1.502510, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 94, LS: 0.010107, LT: 0.646932, Top1S: 100.000000, Top1T: 80.901237 Train:epoch: 95, loss@min: 1.220721, loss@max: 1.552033, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 95, LS: 0.010082, LT: 0.659421, Top1S: 100.000000, Top1T: 80.419754 Train:epoch: 96, loss@min: 1.186226, loss@max: 1.686246, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 96, LS: 0.010035, LT: 0.652645, Top1S: 100.000000, Top1T: 80.617287 Train:epoch: 97, loss@min: 1.053410, loss@max: 1.725680, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 97, LS: 0.009970, LT: 0.636860, Top1S: 100.000000, Top1T: 81.172836 Train:epoch: 98, loss@min: 0.914702, loss@max: 1.770133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.009900, LT: 0.624928, Top1S: 100.000000, Top1T: 81.604935 Train:epoch: 99, loss@min: 0.880035, loss@max: 1.820343, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 99, LS: 0.009835, LT: 0.619796, Top1S: 100.000000, Top1T: 81.555557 Train:epoch: 100, loss@min: 0.962219, loss@max: 1.783491, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 100, LS: 0.009777, LT: 0.614534, Top1S: 100.000000, Top1T: 81.740738 Train:epoch: 101, loss@min: 1.038002, loss@max: 1.656203, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 101, LS: 0.009726, LT: 0.612779, Top1S: 100.000000, Top1T: 81.814812 Train:epoch: 102, loss@min: 1.107328, loss@max: 1.554010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.009686, LT: 0.613154, Top1S: 100.000000, Top1T: 81.938271 Train:epoch: 103, loss@min: 1.216279, loss@max: 1.495057, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 103, LS: 0.009657, LT: 0.616768, Top1S: 100.000000, Top1T: 81.827164 Train:epoch: 104, loss@min: 1.198130, loss@max: 1.435237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.009640, LT: 0.622025, Top1S: 100.000000, Top1T: 81.604935 Train:epoch: 105, loss@min: 1.166062, loss@max: 1.454799, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 105, LS: 0.009625, LT: 0.626744, Top1S: 100.000000, Top1T: 81.530861 Train:epoch: 106, loss@min: 1.055601, loss@max: 1.494847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.009606, LT: 0.629524, Top1S: 100.000000, Top1T: 81.592590 Train:epoch: 107, loss@min: 1.008338, loss@max: 1.597580, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 107, LS: 0.009578, LT: 0.631713, Top1S: 100.000000, Top1T: 81.629631 Train:epoch: 108, loss@min: 0.993816, loss@max: 1.669168, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 108, LS: 0.009543, LT: 0.633360, Top1S: 100.000000, Top1T: 81.604935 Train:epoch: 109, loss@min: 0.947164, loss@max: 1.667836, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 109, LS: 0.009507, LT: 0.634903, Top1S: 100.000000, Top1T: 81.654320 Train:epoch: 110, loss@min: 0.939292, loss@max: 1.636153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.009472, LT: 0.636057, Top1S: 100.000000, Top1T: 81.444443 Train:epoch: 111, loss@min: 0.944577, loss@max: 1.588964, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 111, LS: 0.009440, LT: 0.636727, Top1S: 100.000000, Top1T: 81.567902 Train:epoch: 112, loss@min: 1.003228, loss@max: 1.515489, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.009411, LT: 0.637645, Top1S: 100.000000, Top1T: 81.481483 Train:epoch: 113, loss@min: 1.043114, loss@max: 1.484457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.009386, LT: 0.637453, Top1S: 100.000000, Top1T: 81.395065 Train:epoch: 114, loss@min: 1.093776, loss@max: 1.441837, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 114, LS: 0.009364, LT: 0.635858, Top1S: 100.000000, Top1T: 81.395065 Train:epoch: 115, loss@min: 1.079056, loss@max: 1.414871, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.009344, LT: 0.635194, Top1S: 100.000000, Top1T: 81.395065 Train:epoch: 116, loss@min: 1.079780, loss@max: 1.431824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.009328, LT: 0.634777, Top1S: 100.000000, Top1T: 81.481483 Train:epoch: 117, loss@min: 1.056653, loss@max: 1.424171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.009312, LT: 0.634682, Top1S: 100.000000, Top1T: 81.543213 Train:epoch: 118, loss@min: 1.065535, loss@max: 1.447441, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 118, LS: 0.009298, LT: 0.634477, Top1S: 100.000000, Top1T: 81.604935 Train:epoch: 119, loss@min: 1.004531, loss@max: 1.492565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.009283, LT: 0.635460, Top1S: 100.000000, Top1T: 81.592590 Train:epoch: 120, loss@min: 1.007168, loss@max: 1.517423, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 120, LS: 0.009268, LT: 0.636830, Top1S: 100.000000, Top1T: 81.567902 Train:epoch: 121, loss@min: 1.014918, loss@max: 1.513654, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 121, LS: 0.009253, LT: 0.638763, Top1S: 100.000000, Top1T: 81.506172 Train:epoch: 122, loss@min: 0.964691, loss@max: 1.511654, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 122, LS: 0.009239, LT: 0.641138, Top1S: 100.000000, Top1T: 81.469139 Train:epoch: 123, loss@min: 1.015423, loss@max: 1.516505, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 123, LS: 0.009225, LT: 0.641705, Top1S: 100.000000, Top1T: 81.419754 Train:epoch: 124, loss@min: 0.974477, loss@max: 1.502798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.009213, LT: 0.641831, Top1S: 100.000000, Top1T: 81.382713 Train:epoch: 125, loss@min: 1.006966, loss@max: 1.488964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.009201, LT: 0.641514, Top1S: 100.000000, Top1T: 81.345680 Train:epoch: 126, loss@min: 1.006086, loss@max: 1.485753, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 126, LS: 0.009190, LT: 0.641066, Top1S: 100.000000, Top1T: 81.382713 Train:epoch: 127, loss@min: 0.998866, loss@max: 1.482328, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 127, LS: 0.009180, LT: 0.641015, Top1S: 100.000000, Top1T: 81.395065 Train:epoch: 128, loss@min: 1.028215, loss@max: 1.479721, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 128, LS: 0.009171, LT: 0.640936, Top1S: 100.000000, Top1T: 81.395065 Train:epoch: 129, loss@min: 0.999860, loss@max: 1.459684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.009163, LT: 0.641136, Top1S: 100.000000, Top1T: 81.419754 Train:epoch: 130, loss@min: 1.016286, loss@max: 1.471310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.009155, LT: 0.641628, Top1S: 100.000000, Top1T: 81.432098 Train:epoch: 131, loss@min: 1.027014, loss@max: 1.441123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.009149, LT: 0.641904, Top1S: 100.000000, Top1T: 81.518517 Train:epoch: 132, loss@min: 1.035102, loss@max: 1.453908, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 132, LS: 0.009143, LT: 0.642420, Top1S: 100.000000, Top1T: 81.506172 Train:epoch: 133, loss@min: 0.997339, loss@max: 1.446817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.009138, LT: 0.643059, Top1S: 100.000000, Top1T: 81.506172 Train:epoch: 134, loss@min: 1.029153, loss@max: 1.462104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.009133, LT: 0.643723, Top1S: 100.000000, Top1T: 81.518517 Train:epoch: 135, loss@min: 1.038449, loss@max: 1.473725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.009129, LT: 0.644321, Top1S: 100.000000, Top1T: 81.481483 Train:epoch: 136, loss@min: 1.032357, loss@max: 1.457602, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 136, LS: 0.009126, LT: 0.644755, Top1S: 100.000000, Top1T: 81.456787 Train:epoch: 137, loss@min: 1.016133, loss@max: 1.494791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.009123, LT: 0.645332, Top1S: 100.000000, Top1T: 81.469139 Train:epoch: 138, loss@min: 1.018661, loss@max: 1.450930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.009120, LT: 0.645940, Top1S: 100.000000, Top1T: 81.456787 Train:epoch: 139, loss@min: 1.020212, loss@max: 1.471229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.009118, LT: 0.646483, Top1S: 100.000000, Top1T: 81.456787 Train:epoch: 140, loss@min: 1.011977, loss@max: 1.462318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.009117, LT: 0.646907, Top1S: 100.000000, Top1T: 81.456787 Train:epoch: 141, loss@min: 1.037242, loss@max: 1.475075, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 141, LS: 0.009115, LT: 0.647153, Top1S: 100.000000, Top1T: 81.432098 Train:epoch: 142, loss@min: 1.021118, loss@max: 1.457141, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 142, LS: 0.009114, LT: 0.647317, Top1S: 100.000000, Top1T: 81.419754 Train:epoch: 143, loss@min: 1.022901, loss@max: 1.464047, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 143, LS: 0.009113, LT: 0.647393, Top1S: 100.000000, Top1T: 81.419754 Train:epoch: 144, loss@min: 1.022700, loss@max: 1.471455, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 144, LS: 0.009112, LT: 0.647475, Top1S: 100.000000, Top1T: 81.432098 Train:epoch: 145, loss@min: 1.003506, loss@max: 1.460438, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.009112, LT: 0.647518, Top1S: 100.000000, Top1T: 81.419754 Train:epoch: 146, loss@min: 1.033931, loss@max: 1.463139, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 146, LS: 0.009112, LT: 0.647533, Top1S: 100.000000, Top1T: 81.419754 Train:epoch: 147, loss@min: 1.010945, loss@max: 1.469082, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 147, LS: 0.009111, LT: 0.647529, Top1S: 100.000000, Top1T: 81.419754 Train:epoch: 148, loss@min: 1.021504, loss@max: 1.483065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.009111, LT: 0.647526, Top1S: 100.000000, Top1T: 81.419754 Train:epoch: 149, loss@min: 1.050887, loss@max: 1.464599, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 149, LS: 0.009111, LT: 0.647525, Top1S: 100.000000, Top1T: 81.419754 Train:epoch: 150, loss@min: 1.015649, loss@max: 1.468683, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.009111, LT: 0.647525, Top1S: 100.000000, Top1T: 81.419754 ------------------------------------------- Tue Jun 20 13:07:20 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 100} ------------------------------------------- Thu Jun 29 10:34:29 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 100} ------------------------------------------- Thu Jun 29 10:47:06 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 100} ------------------------------------------- Wed Jul 19 17:15:00 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 100} ------------------------------------------- Wed Jul 19 17:15:39 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 100} ------------------------------------------- Wed Jul 19 17:16:49 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 100} ------------------------------------------- Wed Jul 19 17:19:07 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 100} ------------------------------------------- Wed Jul 19 17:20:23 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 100} ------------------------------------------- Wed Jul 19 17:20:38 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 50} ------------------------------------------- Wed Jul 19 17:24:29 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 50} ------------------------------------------- Wed Jul 19 17:25:53 2023 ------------------------------------------- Train:epoch: 1, loss@min: 11.886360, loss@max: 6.209892, Top1S acc: 44.140625, Top1T acc: 36.718750 Train:epoch: 2, loss@min: 6.884604, loss@max: 5.061308, Top1S acc: 81.250000, Top1T acc: 55.859375 Train:epoch: 3, loss@min: 4.295563, loss@max: 4.678268, Top1S acc: 87.890625, Top1T acc: 71.484375 Train:epoch: 4, loss@min: 2.241615, loss@max: 3.801425, Top1S acc: 98.828125, Top1T acc: 85.156250 Train:epoch: 5, loss@min: 1.984384, loss@max: 3.494872, Top1S acc: 97.656250, Top1T acc: 83.593750 Train:epoch: 6, loss@min: 1.760331, loss@max: 2.603333, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 7, loss@min: 1.517195, loss@max: 2.386423, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 8, loss@min: 1.374813, loss@max: 1.964874, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 9, loss@min: 1.349985, loss@max: 1.841200, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 10, loss@min: 1.111982, loss@max: 1.790298, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 1.069468, loss@max: 1.788090, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 12, loss@min: 0.955642, loss@max: 1.745537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.048088, loss@max: 1.592792, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.101822, loss@max: 1.494627, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.968167, loss@max: 1.596585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.049991, loss@max: 1.492546, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.966112, loss@max: 1.516941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.016266, loss@max: 1.448825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.957021, loss@max: 1.487039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.038522, loss@max: 1.441118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.915329, loss@max: 1.606836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.046878, loss@max: 1.419483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.001713, loss@max: 1.499312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.956009, loss@max: 1.535969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.980948, loss@max: 1.539386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.988105, loss@max: 1.474325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.945680, loss@max: 1.477149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.997708, loss@max: 1.465230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.976163, loss@max: 1.473040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.015704, loss@max: 1.466706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.997776, loss@max: 1.491737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.946232, loss@max: 1.488117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.992287, loss@max: 1.488757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.963401, loss@max: 1.486236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.018786, loss@max: 1.435868, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.953817, loss@max: 1.504128, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 1.016013, loss@max: 1.422939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.972583, loss@max: 1.463474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.969725, loss@max: 1.476330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.066594, loss@max: 1.402224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.911026, loss@max: 1.535661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.021901, loss@max: 1.418931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.912329, loss@max: 1.518656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.023971, loss@max: 1.439849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.952446, loss@max: 1.491816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.968003, loss@max: 1.467268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.023715, loss@max: 1.419819, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.920300, loss@max: 1.513477, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.043663, loss@max: 1.411295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.944744, loss@max: 1.472418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.002304, LT: 1.500764, Top1S: 100.000000, Top1T: 67.257683Best acc: 67.257683 Train:epoch: 51, loss@min: 0.940979, loss@max: 1.505153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.002264, LT: 1.493079, Top1S: 100.000000, Top1T: 67.730499Best acc: 67.730499 Train:epoch: 52, loss@min: 1.030675, loss@max: 1.431685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.002238, LT: 1.494313, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 53, loss@min: 0.943439, loss@max: 1.492712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.002218, LT: 1.503504, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 54, loss@min: 1.016375, loss@max: 1.438579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.002197, LT: 1.509306, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 55, loss@min: 0.921293, loss@max: 1.509379, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.002171, LT: 1.493949, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 56, loss@min: 1.024559, loss@max: 1.417947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.002159, LT: 1.496767, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 57, loss@min: 0.940145, loss@max: 1.525604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.002138, LT: 1.491870, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 58, loss@min: 1.007904, loss@max: 1.447990, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.002110, LT: 1.491657, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 59, loss@min: 0.952696, loss@max: 1.475859, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.002090, LT: 1.497308, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 60, loss@min: 0.981399, loss@max: 1.452785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.002069, LT: 1.494959, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 61, loss@min: 0.985386, loss@max: 1.425917, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 17:40:26 2023 ------------------------------------------- Train:epoch: 1, loss@min: 11.886358, loss@max: 6.209891, Top1S acc: 44.140625, Top1T acc: 36.718750 Train:epoch: 2, loss@min: 6.884602, loss@max: 5.061308, Top1S acc: 81.250000, Top1T acc: 55.859375 Train:epoch: 3, loss@min: 4.295559, loss@max: 4.678268, Top1S acc: 87.890625, Top1T acc: 71.484375 Train:epoch: 4, loss@min: 2.241615, loss@max: 3.801426, Top1S acc: 98.828125, Top1T acc: 85.156250 Train:epoch: 5, loss@min: 1.984383, loss@max: 3.494869, Top1S acc: 97.656250, Top1T acc: 83.593750 Train:epoch: 6, loss@min: 1.760334, loss@max: 2.603330, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 7, loss@min: 1.517191, loss@max: 2.386424, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 8, loss@min: 1.374813, loss@max: 1.964873, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 9, loss@min: 1.349985, loss@max: 1.841200, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 10, loss@min: 1.111982, loss@max: 1.790299, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 1.069468, loss@max: 1.788090, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 12, loss@min: 0.955641, loss@max: 1.745537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.048090, loss@max: 1.592790, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.101821, loss@max: 1.494627, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.968168, loss@max: 1.596584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.049990, loss@max: 1.492547, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.966112, loss@max: 1.516940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.016267, loss@max: 1.448824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.957020, loss@max: 1.487041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.038521, loss@max: 1.441118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.915330, loss@max: 1.606833, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.046876, loss@max: 1.419486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.001716, loss@max: 1.499310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.956009, loss@max: 1.535973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.980948, loss@max: 1.539387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.003492, LT: 1.518366, Top1S: 100.000000, Top1T: 66.193855Best acc: 66.193855 Train:epoch: 26, loss@min: 0.987063, loss@max: 1.480178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.003411, LT: 1.495152, Top1S: 100.000000, Top1T: 66.607567Best acc: 66.607567 Train:epoch: 27, loss@min: 0.948827, loss@max: 1.475789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.003328, LT: 1.502252, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 28, loss@min: 0.998298, loss@max: 1.465024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.003262, LT: 1.482468, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 29, loss@min: 0.971725, loss@max: 1.476125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.003195, LT: 1.480148, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 30, loss@min: 1.019772, loss@max: 1.462525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.003128, LT: 1.496984, Top1S: 100.000000, Top1T: 66.962173Best acc: 66.962173 Train:epoch: 31, loss@min: 0.995390, loss@max: 1.495807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.003054, LT: 1.501652, Top1S: 100.000000, Top1T: 67.612289Best acc: 67.612289 Train:epoch: 32, loss@min: 0.948780, loss@max: 1.485622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.002987, LT: 1.496734, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 33, loss@min: 0.985760, loss@max: 1.494526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.002929, LT: 1.502058, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 34, loss@min: 0.967109, loss@max: 1.480052, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.002879, LT: 1.498478, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 35, loss@min: 1.014303, loss@max: 1.439038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.002829, LT: 1.494459, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 36, loss@min: 0.983060, loss@max: 1.487063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.002786, LT: 1.494447, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 37, loss@min: 1.019981, loss@max: 1.456037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.002733, LT: 1.493783, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 38, loss@min: 0.989085, loss@max: 1.485182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.002694, LT: 1.493565, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 39, loss@min: 0.982035, loss@max: 1.533563, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.002667, LT: 1.483679, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 40, loss@min: 1.013677, loss@max: 1.477001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.002609, LT: 1.477044, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 41, loss@min: 0.971886, loss@max: 1.512667, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.002582, LT: 1.479305, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 42, loss@min: 0.993649, loss@max: 1.490870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.002540, LT: 1.474504, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 43, loss@min: 0.959500, loss@max: 1.502118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.002502, LT: 1.481669, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 44, loss@min: 0.977912, loss@max: 1.463422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.002473, LT: 1.491502, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 45, loss@min: 0.944828, loss@max: 1.518225, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 45, LS: 0.002447, LT: 1.487204, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 46, loss@min: 0.957772, loss@max: 1.505990, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.002416, LT: 1.496956, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 47, loss@min: 0.980437, loss@max: 1.463766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.002387, LT: 1.501078, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 48, loss@min: 0.967849, loss@max: 1.464019, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.002358, LT: 1.489497, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 49, loss@min: 0.936734, loss@max: 1.473696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.002321, LT: 1.500221, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 50, loss@min: 1.007718, loss@max: 1.428372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.002292, LT: 1.496468, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 51, loss@min: 0.972621, loss@max: 1.448410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.002273, LT: 1.501661, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 52, loss@min: 0.992241, loss@max: 1.426526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.002233, LT: 1.511851, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 53, loss@min: 0.999429, loss@max: 1.453753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.002211, LT: 1.513082, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 54, loss@min: 0.970203, loss@max: 1.478716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.002191, LT: 1.516809, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 55, loss@min: 0.951706, loss@max: 1.472506, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 18:02:52 2023 ------------------------------------------- Train:epoch: 1, loss@min: 11.886359, loss@max: 6.209892, Top1S acc: 44.140625, Top1T acc: 36.718750 Train:epoch: 2, loss@min: 6.884604, loss@max: 5.061309, Top1S acc: 81.250000, Top1T acc: 55.859375 Train:epoch: 3, loss@min: 4.295563, loss@max: 4.678269, Top1S acc: 87.890625, Top1T acc: 71.484375 Train:epoch: 4, loss@min: 2.241615, loss@max: 3.801425, Top1S acc: 98.828125, Top1T acc: 85.156250 Train:epoch: 5, loss@min: 1.984384, loss@max: 3.494873, Top1S acc: 97.656250, Top1T acc: 83.593750 Train:epoch: 6, loss@min: 1.760331, loss@max: 2.603332, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 7, loss@min: 1.517196, loss@max: 2.386422, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 8, loss@min: 1.374813, loss@max: 1.964874, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 9, loss@min: 1.349984, loss@max: 1.841200, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 10, loss@min: 1.111982, loss@max: 1.790298, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 1.069468, loss@max: 1.788090, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 12, loss@min: 0.955642, loss@max: 1.745537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.048088, loss@max: 1.592792, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.101822, loss@max: 1.494627, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.968167, loss@max: 1.596585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.049991, loss@max: 1.492546, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.966112, loss@max: 1.516940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.016266, loss@max: 1.448825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.957021, loss@max: 1.487039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.038521, loss@max: 1.441118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.915331, loss@max: 1.606836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.046878, loss@max: 1.419483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.001713, loss@max: 1.499311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.956008, loss@max: 1.535970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.980949, loss@max: 1.539386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.003492, LT: 1.518366, Top1S: 100.000000, Top1T: 66.193855Best acc: 66.193855 Train:epoch: 26, loss@min: 0.987060, loss@max: 1.480178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.003411, LT: 1.495153, Top1S: 100.000000, Top1T: 66.607567Best acc: 66.607567 Train:epoch: 27, loss@min: 0.948828, loss@max: 1.475785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.003328, LT: 1.502253, Top1S: 100.000000, Top1T: 66.489365{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 18:09:03 2023 ------------------------------------------- Train:epoch: 1, loss@min: 25.276756, loss@max: 7.181651, Top1S acc: 2.734375, Top1T acc: 1.562500 Train:epoch: 2, loss@min: 22.181322, loss@max: 6.767602, Top1S acc: 3.125000, Top1T acc: 6.640625 Train:epoch: 3, loss@min: 18.688616, loss@max: 6.506779, Top1S acc: 3.125000, Top1T acc: 9.375000 Train:epoch: 4, loss@min: 16.375816, loss@max: 6.329079, Top1S acc: 1.171875, Top1T acc: 16.796875 Train:epoch: 5, loss@min: 14.456810, loss@max: 6.303411, Top1S acc: 9.765625, Top1T acc: 32.031250 Train:epoch: 6, loss@min: 13.062470, loss@max: 6.185770, Top1S acc: 12.890625, Top1T acc: 37.500000 Train:epoch: 7, loss@min: 11.768425, loss@max: 6.188222, Top1S acc: 23.046875, Top1T acc: 43.359375 Train:epoch: 8, loss@min: 10.501352, loss@max: 5.911122, Top1S acc: 32.812500, Top1T acc: 51.171875 Train:epoch: 9, loss@min: 9.441472, loss@max: 5.814100, Top1S acc: 39.062500, Top1T acc: 56.640625 Train:epoch: 10, loss@min: 9.319008, loss@max: 5.675613, Top1S acc: 44.140625, Top1T acc: 57.812500 Train:epoch: 11, loss@min: 8.423148, loss@max: 5.488369, Top1S acc: 65.234375, Top1T acc: 62.890625 Train:epoch: 12, loss@min: 7.594829, loss@max: 5.266771, Top1S acc: 71.484375, Top1T acc: 73.828125 Train:epoch: 13, loss@min: 7.032374, loss@max: 5.196512, Top1S acc: 74.218750, Top1T acc: 73.437500 Train:epoch: 14, loss@min: 6.796848, loss@max: 5.129719, Top1S acc: 82.421875, Top1T acc: 72.656250 Train:epoch: 15, loss@min: 5.748477, loss@max: 4.899687, Top1S acc: 94.531250, Top1T acc: 83.593750 Train:epoch: 16, loss@min: 5.741476, loss@max: 4.853820, Top1S acc: 95.312500, Top1T acc: 77.343750 Train:epoch: 17, loss@min: 5.176479, loss@max: 4.681869, Top1S acc: 96.484375, Top1T acc: 84.765625 Train:epoch: 18, loss@min: 4.911319, loss@max: 4.522252, Top1S acc: 96.484375, Top1T acc: 84.765625 Train:epoch: 19, loss@min: 4.449474, loss@max: 4.542542, Top1S acc: 97.656250, Top1T acc: 87.890625 Train:epoch: 20, loss@min: 4.197586, loss@max: 4.504327, Top1S acc: 98.437500, Top1T acc: 88.281250 Train:epoch: 21, loss@min: 3.917427, loss@max: 4.389922, Top1S acc: 100.000000, Top1T acc: 85.937500 Train:epoch: 22, loss@min: 3.639570, loss@max: 4.182110, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 23, loss@min: 3.403023, loss@max: 4.180530, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 24, loss@min: 3.341629, loss@max: 4.067224, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 25, loss@min: 3.053906, loss@max: 4.020430, Top1S acc: 100.000000, Top1T acc: 91.406250 Test:epoch: 25, LS: 0.720860, LT: 1.551641, Top1S: 100.000000, Top1T: 59.929077Best acc: 59.929077 Train:epoch: 26, loss@min: 2.872932, loss@max: 3.864730, Top1S acc: 100.000000, Top1T acc: 92.968750 Test:epoch: 26, LS: 0.668870, LT: 1.540484, Top1S: 100.000000, Top1T: 60.047283Best acc: 60.047283 Train:epoch: 27, loss@min: 2.811758, loss@max: 3.788769, Top1S acc: 100.000000, Top1T acc: 89.062500 Test:epoch: 27, LS: 0.621803, LT: 1.531294, Top1S: 100.000000, Top1T: 60.224586Best acc: 60.224586 Train:epoch: 28, loss@min: 2.673342, loss@max: 3.763968, Top1S acc: 100.000000, Top1T acc: 95.312500 Test:epoch: 28, LS: 0.579375, LT: 1.525861, Top1S: 100.000000, Top1T: 60.697399Best acc: 60.697399 Train:epoch: 29, loss@min: 2.564939, loss@max: 3.627768, Top1S acc: 100.000000, Top1T acc: 94.531250 Test:epoch: 29, LS: 0.541230, LT: 1.521760, Top1S: 100.000000, Top1T: 60.697399 Train:epoch: 30, loss@min: 2.420566, loss@max: 3.562300, Top1S acc: 100.000000, Top1T acc: 94.531250 Test:epoch: 30, LS: 0.506922, LT: 1.516946, Top1S: 100.000000, Top1T: 61.111111Best acc: 61.111111 Train:epoch: 31, loss@min: 2.263837, loss@max: 3.504171, Top1S acc: 100.000000, Top1T acc: 95.312500 Test:epoch: 31, LS: 0.475783, LT: 1.513158, Top1S: 100.000000, Top1T: 61.465721Best acc: 61.465721 Train:epoch: 32, loss@min: 2.262932, loss@max: 3.406342, Top1S acc: 100.000000, Top1T acc: 94.921875 Test:epoch: 32, LS: 0.447557, LT: 1.510296, Top1S: 100.000000, Top1T: 61.879433Best acc: 61.879433 Train:epoch: 33, loss@min: 2.076374, loss@max: 3.338855, Top1S acc: 100.000000, Top1T acc: 97.656250 Test:epoch: 33, LS: 0.421987, LT: 1.510296, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 34, loss@min: 2.008778, loss@max: 3.253535, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 34, LS: 0.398718, LT: 1.509911, Top1S: 100.000000, Top1T: 62.293144Best acc: 62.293144 Train:epoch: 35, loss@min: 2.137706, loss@max: 3.272414, Top1S acc: 100.000000, Top1T acc: 95.703125 Test:epoch: 35, LS: 0.377483, LT: 1.511810, Top1S: 100.000000, Top1T: 62.115841 Train:epoch: 36, loss@min: 2.063796, loss@max: 3.106937, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 36, LS: 0.358170, LT: 1.509532, Top1S: 100.000000, Top1T: 62.352245Best acc: 62.352245 Train:epoch: 37, loss@min: 1.974274, loss@max: 3.096070, Top1S acc: 100.000000, Top1T acc: 96.093750 Test:epoch: 37, LS: 0.340627, LT: 1.507994, Top1S: 100.000000, Top1T: 62.706856Best acc: 62.706856 Train:epoch: 38, loss@min: 1.821097, loss@max: 2.866325, Top1S acc: 100.000000, Top1T acc: 97.656250 Test:epoch: 38, LS: 0.324566, LT: 1.509606, Top1S: 100.000000, Top1T: 62.647755 Train:epoch: 39, loss@min: 1.823197, loss@max: 2.947091, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 39, LS: 0.309756, LT: 1.512094, Top1S: 100.000000, Top1T: 62.588654 Train:epoch: 40, loss@min: 1.762967, loss@max: 2.921431, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 40, LS: 0.296079, LT: 1.511109, Top1S: 100.000000, Top1T: 62.884159Best acc: 62.884159 Train:epoch: 41, loss@min: 1.753131, loss@max: 2.982700, Top1S acc: 100.000000, Top1T acc: 97.265625 Test:epoch: 41, LS: 0.283514, LT: 1.512340, Top1S: 100.000000, Top1T: 63.416077Best acc: 63.416077 Train:epoch: 42, loss@min: 1.744679, loss@max: 2.778691, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 42, LS: 0.271878, LT: 1.514238, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 43, loss@min: 1.616598, loss@max: 2.750161, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 43, LS: 0.261186, LT: 1.517039, Top1S: 100.000000, Top1T: 63.356976{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 18:23:24 2023 ------------------------------------------- Train:epoch: 1, loss@min: 17.890491, loss@max: 7.038836, Top1S acc: 2.734375, Top1T acc: 30.859375 Train:epoch: 2, loss@min: 14.211691, loss@max: 6.887007, Top1S acc: 3.125000, Top1T acc: 58.593750 Train:epoch: 3, loss@min: 12.484765, loss@max: 6.509972, Top1S acc: 3.125000, Top1T acc: 62.890625 Train:epoch: 4, loss@min: 10.862612, loss@max: 5.676864, Top1S acc: 2.734375, Top1T acc: 80.859375 Train:epoch: 5, loss@min: 9.931361, loss@max: 5.465649, Top1S acc: 8.984375, Top1T acc: 82.031250 Train:epoch: 6, loss@min: 9.174208, loss@max: 4.767064, Top1S acc: 14.062500, Top1T acc: 89.453125 Train:epoch: 7, loss@min: 8.078398, loss@max: 4.928185, Top1S acc: 20.703125, Top1T acc: 91.796875 Train:epoch: 8, loss@min: 7.376956, loss@max: 4.509559, Top1S acc: 32.812500, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 6.838827, loss@max: 4.277079, Top1S acc: 41.015625, Top1T acc: 97.656250 Train:epoch: 10, loss@min: 6.388149, loss@max: 4.015658, Top1S acc: 41.406250, Top1T acc: 98.437500 Train:epoch: 11, loss@min: 5.820094, loss@max: 4.002990, Top1S acc: 64.453125, Top1T acc: 98.046875 Train:epoch: 12, loss@min: 5.466330, loss@max: 3.623135, Top1S acc: 68.359375, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 4.902931, loss@max: 3.691315, Top1S acc: 73.046875, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 4.850324, loss@max: 3.586161, Top1S acc: 78.906250, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 4.516383, loss@max: 3.346444, Top1S acc: 92.968750, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 4.178935, loss@max: 3.347988, Top1S acc: 94.140625, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 3.875779, loss@max: 3.250384, Top1S acc: 96.484375, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 3.838912, loss@max: 3.083641, Top1S acc: 94.921875, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 3.365235, loss@max: 3.232019, Top1S acc: 95.312500, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 3.327601, loss@max: 3.127532, Top1S acc: 98.437500, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 3.039302, loss@max: 3.157143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 2.876336, loss@max: 3.019323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 2.707789, loss@max: 3.035017, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 2.633487, loss@max: 3.001458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 2.393757, loss@max: 3.014110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.778368, LT: 1.573105, Top1S: 100.000000, Top1T: 65.366432Best acc: 65.366432 Train:epoch: 26, loss@min: 2.320072, loss@max: 2.907270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.724008, LT: 1.563684, Top1S: 100.000000, Top1T: 64.952721 Train:epoch: 27, loss@min: 2.306838, loss@max: 2.808198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.674510, LT: 1.542916, Top1S: 100.000000, Top1T: 65.484634Best acc: 65.484634 Train:epoch: 28, loss@min: 2.195013, loss@max: 2.833271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.629639, LT: 1.565346, Top1S: 100.000000, Top1T: 65.248230 Train:epoch: 29, loss@min: 2.153240, loss@max: 2.846420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.588844, LT: 1.529494, Top1S: 100.000000, Top1T: 65.780144Best acc: 65.780144 Train:epoch: 30, loss@min: 2.066022, loss@max: 2.718100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.551822, LT: 1.552122, Top1S: 100.000000, Top1T: 65.366432 Train:epoch: 31, loss@min: 1.886379, loss@max: 2.777898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.518248, LT: 1.548438, Top1S: 100.000000, Top1T: 64.952721 Train:epoch: 32, loss@min: 1.885164, loss@max: 2.676407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.487677, LT: 1.523276, Top1S: 100.000000, Top1T: 65.543732 Train:epoch: 33, loss@min: 1.825237, loss@max: 2.627119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.459775, LT: 1.521902, Top1S: 100.000000, Top1T: 65.484634 Train:epoch: 34, loss@min: 1.762381, loss@max: 2.591532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.434352, LT: 1.510592, Top1S: 100.000000, Top1T: 65.484634 Train:epoch: 35, loss@min: 1.820355, loss@max: 2.527531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.411049, LT: 1.525582, Top1S: 100.000000, Top1T: 65.602837 Train:epoch: 36, loss@min: 1.712542, loss@max: 2.544048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.389769, LT: 1.496822, Top1S: 100.000000, Top1T: 65.248230 Train:epoch: 37, loss@min: 1.679171, loss@max: 2.491856, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.370240, LT: 1.507304, Top1S: 100.000000, Top1T: 65.366432 Train:epoch: 38, loss@min: 1.680827, loss@max: 2.393661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.352376, LT: 1.503951, Top1S: 100.000000, Top1T: 65.425529 Train:epoch: 39, loss@min: 1.591913, loss@max: 2.411715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.335924, LT: 1.479613, Top1S: 100.000000, Top1T: 65.661942 Train:epoch: 40, loss@min: 1.618507, loss@max: 2.332063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.320735, LT: 1.487107, Top1S: 100.000000, Top1T: 65.898346Best acc: 65.898346 Train:epoch: 41, loss@min: 1.526634, loss@max: 2.444720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.306773, LT: 1.492344, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 42, loss@min: 1.619843, loss@max: 2.311389, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.293747, LT: 1.480368, Top1S: 100.000000, Top1T: 65.721039 Train:epoch: 43, loss@min: 1.463070, loss@max: 2.323215, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.281756, LT: 1.498531, Top1S: 100.000000, Top1T: 65.248230 Train:epoch: 44, loss@min: 1.488961, loss@max: 2.292006, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.270559, LT: 1.485382, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 45, loss@min: 1.460423, loss@max: 2.283973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.260201, LT: 1.489298, Top1S: 100.000000, Top1T: 65.780144 Train:epoch: 46, loss@min: 1.403006, loss@max: 2.237941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.250578, LT: 1.499959, Top1S: 100.000000, Top1T: 65.248230 Train:epoch: 47, loss@min: 1.437980, loss@max: 2.212390, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.241579, LT: 1.490846, Top1S: 100.000000, Top1T: 65.602837 Train:epoch: 48, loss@min: 1.439631, loss@max: 2.103412, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.233137, LT: 1.504490, Top1S: 100.000000, Top1T: 66.193855Best acc: 66.193855 Train:epoch: 49, loss@min: 1.377866, loss@max: 2.101809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.225284, LT: 1.485891, Top1S: 100.000000, Top1T: 65.661942 Train:epoch: 50, loss@min: 1.335008, loss@max: 2.118668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.217905, LT: 1.523291, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 51, loss@min: 1.416092, loss@max: 1.991796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.210934, LT: 1.496550, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 52, loss@min: 1.415071, loss@max: 2.049774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.204441, LT: 1.501533, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 53, loss@min: 1.317711, loss@max: 2.088185, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.198305, LT: 1.533478, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 54, loss@min: 1.394526, loss@max: 1.971802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.192509, LT: 1.495944, Top1S: 100.000000, Top1T: 66.430260Best acc: 66.430260 Train:epoch: 55, loss@min: 1.318955, loss@max: 1.965613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.187075, LT: 1.509590, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 56, loss@min: 1.285843, loss@max: 2.011949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.181938, LT: 1.511518, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 57, loss@min: 1.319312, loss@max: 1.980298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.177063, LT: 1.495807, Top1S: 100.000000, Top1T: 65.661942 Train:epoch: 58, loss@min: 1.327243, loss@max: 1.973030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.172466, LT: 1.512594, Top1S: 100.000000, Top1T: 65.661942 Train:epoch: 59, loss@min: 1.280182, loss@max: 2.009366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.168111, LT: 1.518505, Top1S: 100.000000, Top1T: 65.780144 Train:epoch: 60, loss@min: 1.313253, loss@max: 1.918401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.163996, LT: 1.498304, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 61, loss@min: 1.296245, loss@max: 1.885241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.160102, LT: 1.504118, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 62, loss@min: 1.259642, loss@max: 1.931672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.156395, LT: 1.514917, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 63, loss@min: 1.269680, loss@max: 1.898545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.152882, LT: 1.489492, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 64, loss@min: 1.260469, loss@max: 1.851526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.149556, LT: 1.495625, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 65, loss@min: 1.275772, loss@max: 1.861409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.146403, LT: 1.513148, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 66, loss@min: 1.249312, loss@max: 1.887555, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.143392, LT: 1.498871, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 67, loss@min: 1.246578, loss@max: 1.861375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.140512, LT: 1.500816, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 68, loss@min: 1.244098, loss@max: 1.829658, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.137782, LT: 1.517171, Top1S: 100.000000, Top1T: 66.607567Best acc: 66.607567 Train:epoch: 69, loss@min: 1.226756, loss@max: 1.828199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.135185, LT: 1.506438, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 70, loss@min: 1.199295, loss@max: 1.831132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.132692, LT: 1.508731, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 71, loss@min: 1.186596, loss@max: 1.818470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.130333, LT: 1.521411, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 72, loss@min: 1.267403, loss@max: 1.744847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.128076, LT: 1.511193, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 73, loss@min: 1.191180, loss@max: 1.795102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.125921, LT: 1.509022, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 74, loss@min: 1.187317, loss@max: 1.832541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.123858, LT: 1.522481, Top1S: 100.000000, Top1T: 66.843971Best acc: 66.843971 Train:epoch: 75, loss@min: 1.226633, loss@max: 1.739287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.121877, LT: 1.516386, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 76, loss@min: 1.183672, loss@max: 1.771184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.120009, LT: 1.509960, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 77, loss@min: 1.182948, loss@max: 1.770347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.118202, LT: 1.519995, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 78, loss@min: 1.219723, loss@max: 1.718673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.116465, LT: 1.519704, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 79, loss@min: 1.193031, loss@max: 1.727472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.114827, LT: 1.517573, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 80, loss@min: 1.172236, loss@max: 1.755164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.113248, LT: 1.528091, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 81, loss@min: 1.192249, loss@max: 1.735122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.111730, LT: 1.534571, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 82, loss@min: 1.168553, loss@max: 1.731698, Top1S acc: 100.000000, Top1T acc: 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Train:epoch: 88, loss@min: 1.163579, loss@max: 1.667487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.102816, LT: 1.547021, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 89, loss@min: 1.135788, loss@max: 1.683429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.101737, LT: 1.544937, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 90, loss@min: 1.187723, loss@max: 1.650285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.100701, LT: 1.549501, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 91, loss@min: 1.152908, loss@max: 1.690417, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.099725, LT: 1.552966, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 92, loss@min: 1.126728, loss@max: 1.685822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.098790, LT: 1.548117, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 93, loss@min: 1.167299, loss@max: 1.661123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.097885, LT: 1.546051, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 94, loss@min: 1.170521, loss@max: 1.646009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.097020, LT: 1.552027, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 95, loss@min: 1.141559, loss@max: 1.679089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.096193, LT: 1.552098, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 96, loss@min: 1.145700, loss@max: 1.656571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.095401, LT: 1.552319, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 97, loss@min: 1.150007, loss@max: 1.654158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.094641, LT: 1.557333, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 98, loss@min: 1.121218, loss@max: 1.651754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.093913, LT: 1.558321, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 99, loss@min: 1.154994, loss@max: 1.636533, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.093218, LT: 1.560960, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 100, loss@min: 1.133919, loss@max: 1.643279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.092555, LT: 1.567986, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 101, loss@min: 1.126876, loss@max: 1.644055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.091920, LT: 1.568176, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 102, loss@min: 1.130638, loss@max: 1.639129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.091310, LT: 1.566797, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 103, loss@min: 1.165594, loss@max: 1.604984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.090733, LT: 1.570877, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 104, loss@min: 1.139084, loss@max: 1.631426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.090186, LT: 1.575230, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 105, loss@min: 1.126949, loss@max: 1.628623, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.089659, LT: 1.575049, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 106, loss@min: 1.117959, loss@max: 1.642828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.089153, LT: 1.572399, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 107, loss@min: 1.140384, loss@max: 1.622138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.088671, LT: 1.572812, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 108, loss@min: 1.126747, loss@max: 1.622172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.088215, LT: 1.576374, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 109, loss@min: 1.132871, loss@max: 1.613133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.087780, LT: 1.577176, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 110, loss@min: 1.119554, loss@max: 1.605535, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.087367, LT: 1.576471, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 111, loss@min: 1.123665, loss@max: 1.630560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.086973, LT: 1.578973, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 112, loss@min: 1.127772, loss@max: 1.629447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.086601, LT: 1.582587, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 113, loss@min: 1.126691, loss@max: 1.622414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.086246, LT: 1.582980, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 114, loss@min: 1.137957, loss@max: 1.588117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.085912, LT: 1.583090, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 115, loss@min: 1.123194, loss@max: 1.615536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.085598, LT: 1.583221, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 116, loss@min: 1.133070, loss@max: 1.586612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.085301, LT: 1.584219, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 117, loss@min: 1.110620, loss@max: 1.591278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.085021, LT: 1.585716, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 118, loss@min: 1.118752, loss@max: 1.603451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.084754, LT: 1.587745, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 119, loss@min: 1.117224, loss@max: 1.608966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.084504, LT: 1.587809, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 120, loss@min: 1.111204, loss@max: 1.611088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.084270, LT: 1.586973, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 121, loss@min: 1.119833, loss@max: 1.595965, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.084053, LT: 1.588088, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 122, loss@min: 1.119978, loss@max: 1.588665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.083849, LT: 1.589991, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 123, loss@min: 1.103503, loss@max: 1.606272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.083659, LT: 1.592082, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 124, loss@min: 1.125820, loss@max: 1.597219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.083482, LT: 1.593117, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 125, loss@min: 1.106910, loss@max: 1.615571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.083318, LT: 1.593279, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 126, loss@min: 1.112299, loss@max: 1.601703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.083165, LT: 1.593067, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 127, loss@min: 1.119669, loss@max: 1.594190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.083025, LT: 1.592348, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 128, loss@min: 1.116710, loss@max: 1.584238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.082897, LT: 1.592618, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 129, loss@min: 1.126098, loss@max: 1.584941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.082780, LT: 1.593123, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 130, loss@min: 1.126906, loss@max: 1.596047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.082674, LT: 1.594051, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 131, loss@min: 1.100386, loss@max: 1.606407, Top1S acc: 100.000000, Top1T acc: 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Top1T: 66.075653 Train:epoch: 137, loss@min: 1.111482, loss@max: 1.604361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.082180, LT: 1.596203, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 138, loss@min: 1.101753, loss@max: 1.592507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.082139, LT: 1.596261, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 139, loss@min: 1.126992, loss@max: 1.582603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.082105, LT: 1.596361, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 140, loss@min: 1.124879, loss@max: 1.572502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.082076, LT: 1.596593, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 141, loss@min: 1.113378, loss@max: 1.592935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.082053, LT: 1.596655, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 142, loss@min: 1.122928, loss@max: 1.575008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.082034, LT: 1.596673, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 143, loss@min: 1.133324, loss@max: 1.580607, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.082020, LT: 1.596771, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 144, loss@min: 1.112931, loss@max: 1.590470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.082009, LT: 1.596799, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 145, loss@min: 1.120678, loss@max: 1.574275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.082001, LT: 1.596825, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 146, loss@min: 1.112734, loss@max: 1.605372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.081996, LT: 1.596839, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 147, loss@min: 1.127777, loss@max: 1.582446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.081993, LT: 1.596847, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 148, loss@min: 1.111035, loss@max: 1.605172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.081992, LT: 1.596854, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 149, loss@min: 1.101031, loss@max: 1.593620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.081991, LT: 1.596857, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 150, loss@min: 1.122327, loss@max: 1.581008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.081991, LT: 1.596857, Top1S: 100.000000, Top1T: 66.134750 ------------------------------------------- Wed Jul 19 19:33:30 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 20:24:38 2023 ------------------------------------------- Train:epoch: 1, loss@min: 11.886360, loss@max: 6.209892, Top1S acc: 44.140625, Top1T acc: 36.718750 Train:epoch: 2, loss@min: 6.884604, loss@max: 5.061308, Top1S acc: 81.250000, Top1T acc: 55.859375 Train:epoch: 3, loss@min: 4.295563, loss@max: 4.678268, Top1S acc: 87.890625, Top1T acc: 71.484375 Train:epoch: 4, loss@min: 2.241615, loss@max: 3.801425, Top1S acc: 98.828125, Top1T acc: 85.156250 Train:epoch: 5, loss@min: 1.984384, loss@max: 3.494872, Top1S acc: 97.656250, Top1T acc: 83.593750 Train:epoch: 6, loss@min: 1.760331, loss@max: 2.603333, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 7, loss@min: 1.517195, loss@max: 2.386423, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 8, loss@min: 1.374813, loss@max: 1.964874, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 9, loss@min: 1.349985, loss@max: 1.841200, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 10, loss@min: 1.111982, loss@max: 1.790298, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 1.069468, loss@max: 1.788090, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 12, loss@min: 0.955642, loss@max: 1.745537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.048088, loss@max: 1.592792, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.101822, loss@max: 1.494627, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.968167, loss@max: 1.596585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.049991, loss@max: 1.492546, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.966112, loss@max: 1.516941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.016266, loss@max: 1.448825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.957021, loss@max: 1.487039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.038522, loss@max: 1.441118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.915329, loss@max: 1.606836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.046878, loss@max: 1.419483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.001713, loss@max: 1.499312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.956009, loss@max: 1.535969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.980948, loss@max: 1.539386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.003492, LT: 1.518366, Top1S: 100.000000, Top1T: 66.193855Best acc: 66.193855 Train:epoch: 26, loss@min: 0.987061, loss@max: 1.480177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.003411, LT: 1.495153, Top1S: 100.000000, Top1T: 66.607567Best acc: 66.607567 Train:epoch: 27, loss@min: 0.948828, loss@max: 1.475785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.003328, LT: 1.502253, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 28, loss@min: 0.998299, loss@max: 1.465024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.003262, LT: 1.482468, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 29, loss@min: 0.971724, loss@max: 1.476123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.003195, LT: 1.480150, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 30, loss@min: 1.019772, loss@max: 1.462522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.003128, LT: 1.496985, Top1S: 100.000000, Top1T: 66.962173Best acc: 66.962173 Train:epoch: 31, loss@min: 0.995395, loss@max: 1.495804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.003054, LT: 1.501654, Top1S: 100.000000, Top1T: 67.612289Best acc: 67.612289 Train:epoch: 32, loss@min: 0.948773, loss@max: 1.485627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.002987, LT: 1.496736, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 33, loss@min: 0.985764, loss@max: 1.494514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.002929, LT: 1.502060, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 34, loss@min: 0.967110, loss@max: 1.480051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.002879, LT: 1.498479, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 35, loss@min: 1.014303, loss@max: 1.439039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.002829, LT: 1.494461, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 36, loss@min: 0.983065, loss@max: 1.487054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.002786, LT: 1.494448, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 37, loss@min: 1.019973, loss@max: 1.456043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.002733, LT: 1.493785, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 38, loss@min: 0.989091, loss@max: 1.485170, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.002694, LT: 1.493567, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 39, loss@min: 0.982028, loss@max: 1.533571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.002667, LT: 1.483682, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 40, loss@min: 1.013676, loss@max: 1.476997, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.002609, LT: 1.477046, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 41, loss@min: 0.971895, loss@max: 1.512662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.002582, LT: 1.479306, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 42, loss@min: 0.993647, loss@max: 1.490875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.002540, LT: 1.474507, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 43, loss@min: 0.959511, loss@max: 1.502118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.002502, LT: 1.481669, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 44, loss@min: 0.977914, loss@max: 1.463427, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.002473, LT: 1.491504, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 45, loss@min: 0.944826, loss@max: 1.518226, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 45, LS: 0.002447, LT: 1.487204, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 46, loss@min: 0.957775, loss@max: 1.505991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.002416, LT: 1.496954, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 47, loss@min: 0.980431, loss@max: 1.463774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.002387, LT: 1.501077, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 48, loss@min: 0.967853, loss@max: 1.464009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.002358, LT: 1.489495, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 49, loss@min: 0.936728, loss@max: 1.473702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.002321, LT: 1.500220, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 50, loss@min: 1.007724, loss@max: 1.428371, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.002292, LT: 1.496466, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 51, loss@min: 0.972619, loss@max: 1.448414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.002273, LT: 1.501659, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 52, loss@min: 0.992241, loss@max: 1.426523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.002233, LT: 1.511848, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 53, loss@min: 0.999432, loss@max: 1.453745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.002211, LT: 1.513081, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 54, loss@min: 0.970199, loss@max: 1.478712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.002191, LT: 1.516807, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 55, loss@min: 0.951709, loss@max: 1.472505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.002160, LT: 1.506477, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 56, loss@min: 0.980739, loss@max: 1.419141, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.002136, LT: 1.515281, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 57, loss@min: 0.940767, loss@max: 1.494175, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.002126, LT: 1.518547, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 58, loss@min: 0.980832, loss@max: 1.441381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.002102, LT: 1.513934, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 59, loss@min: 0.956941, loss@max: 1.451449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.002078, LT: 1.525063, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 60, loss@min: 0.961727, loss@max: 1.445346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.002063, LT: 1.519031, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 61, loss@min: 0.990082, loss@max: 1.419199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.002042, LT: 1.518279, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 62, loss@min: 0.954154, loss@max: 1.505246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.002019, LT: 1.524695, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 63, loss@min: 0.978659, loss@max: 1.436346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.002007, LT: 1.514422, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 64, loss@min: 0.958182, loss@max: 1.438520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001988, LT: 1.517916, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 65, loss@min: 0.966847, loss@max: 1.460338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001968, LT: 1.523384, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 66, loss@min: 0.961470, loss@max: 1.461135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001954, LT: 1.518276, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 67, loss@min: 0.967642, loss@max: 1.453177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001934, LT: 1.521126, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 68, loss@min: 0.946490, loss@max: 1.468300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001916, LT: 1.530866, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 69, loss@min: 0.969520, loss@max: 1.427829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001904, LT: 1.521627, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 70, loss@min: 0.946309, loss@max: 1.465645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001888, LT: 1.527054, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 71, loss@min: 0.948966, loss@max: 1.472068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001876, LT: 1.523133, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 72, loss@min: 1.005156, loss@max: 1.399342, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001861, LT: 1.514467, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 73, loss@min: 0.963155, loss@max: 1.443364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001847, LT: 1.521779, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 74, loss@min: 0.962991, loss@max: 1.433749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001833, LT: 1.518736, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 75, loss@min: 0.977464, loss@max: 1.419629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.001821, LT: 1.511818, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 76, loss@min: 0.959385, loss@max: 1.435695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001810, LT: 1.526998, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 77, loss@min: 0.978919, loss@max: 1.419016, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 20:56:03 2023 ------------------------------------------- Train:epoch: 1, loss@min: 60.854713, loss@max: 25.137463, Top1S acc: 35.156250, Top1T acc: 19.531250 Train:epoch: 2, loss@min: nan, loss@max: nan, Top1S acc: 2.343750, Top1T acc: 2.343750 Train:epoch: 3, loss@min: nan, loss@max: nan, Top1S acc: 2.343750, Top1T acc: 2.343750 Train:epoch: 4, loss@min: nan, loss@max: nan, Top1S acc: 1.953125, Top1T acc: 1.953125 Train:epoch: 5, loss@min: nan, loss@max: nan, Top1S acc: 3.515625, Top1T acc: 3.515625 Train:epoch: 6, loss@min: nan, loss@max: nan, Top1S acc: 3.125000, Top1T acc: 3.125000 Train:epoch: 7, loss@min: nan, loss@max: nan, Top1S acc: 2.343750, Top1T acc: 2.343750{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 20:57:32 2023 ------------------------------------------- Train:epoch: 1, loss@min: 13.186735, loss@max: 5.330893, Top1S acc: 45.312500, Top1T acc: 20.703125 Train:epoch: 2, loss@min: 7.094707, loss@max: 5.035568, Top1S acc: 81.250000, Top1T acc: 51.953125 Train:epoch: 3, loss@min: 4.265611, loss@max: 4.676091, Top1S acc: 92.578125, Top1T acc: 66.796875 Train:epoch: 4, loss@min: 2.725021, loss@max: 3.824148, Top1S acc: 98.828125, Top1T acc: 70.312500 Train:epoch: 5, loss@min: 2.378492, loss@max: 3.256446, Top1S acc: 97.656250, Top1T acc: 80.078125 Train:epoch: 6, loss@min: 1.917755, loss@max: 2.446500, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 7, loss@min: 1.791347, loss@max: 2.291345, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 8, loss@min: 1.595081, loss@max: 2.061618, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 9, loss@min: 1.528657, loss@max: 1.995740, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 10, loss@min: 1.308483, loss@max: 2.036576, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 11, loss@min: 1.170222, loss@max: 2.033001, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 12, loss@min: 1.054541, loss@max: 1.793906, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 13, loss@min: 1.206059, loss@max: 1.614846, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 14, loss@min: 1.162175, loss@max: 1.656167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.051536, loss@max: 1.578815, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.055732, loss@max: 1.611068, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 1.002700, loss@max: 1.633516, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 1.057908, loss@max: 1.543346, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 1.066934, loss@max: 1.485222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.037023, loss@max: 1.539880, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.058445, loss@max: 1.562569, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 0.990079, loss@max: 1.540401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.031921, loss@max: 1.516495, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.993685, loss@max: 1.571860, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 1.005482, loss@max: 1.506953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.003562, LT: 1.536740, Top1S: 100.000000, Top1T: 65.602837Best acc: 65.602837 Train:epoch: 26, loss@min: 1.043967, loss@max: 1.456066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.003497, LT: 1.543160, Top1S: 100.000000, Top1T: 65.957443Best acc: 65.957443 Train:epoch: 27, loss@min: 1.003803, loss@max: 1.510881, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.003441, LT: 1.562004, Top1S: 100.000000, Top1T: 65.543732 Train:epoch: 28, loss@min: 1.021146, loss@max: 1.519326, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 28, LS: 0.003352, LT: 1.566590, Top1S: 100.000000, Top1T: 65.366432{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 21:04:05 2023 ------------------------------------------- Train:epoch: 1, loss@min: 27.939739, loss@max: 8.956368, Top1S acc: 69.531250, Top1T acc: 33.593750 Train:epoch: 2, loss@min: 13.120187, loss@max: 6.869559, Top1S acc: 88.281250, Top1T acc: 62.500000 Train:epoch: 3, loss@min: 7.628016, loss@max: 6.982476, Top1S acc: 96.875000, Top1T acc: 71.875000 Train:epoch: 4, loss@min: 5.872886, loss@max: 5.348311, Top1S acc: 100.000000, Top1T acc: 74.218750 Train:epoch: 5, loss@min: 3.569726, loss@max: 6.496450, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 6, loss@min: 2.646524, loss@max: 4.708592, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 7, loss@min: 2.823368, loss@max: 3.473346, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 8, loss@min: 2.283837, loss@max: 2.825004, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 9, loss@min: 1.696226, loss@max: 3.363215, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 10, loss@min: 1.399435, loss@max: 3.191422, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 11, loss@min: 2.325015, loss@max: 2.381989, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 12, loss@min: 1.054708, loss@max: 2.911373, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 1.684348, loss@max: 2.054239, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 14, loss@min: 1.619838, loss@max: 1.846577, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 0.777295, loss@max: 2.581854, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 16, loss@min: 1.478219, loss@max: 1.691536, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 17, loss@min: 1.225235, loss@max: 1.913655, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 1.031639, loss@max: 2.252153, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 1.402558, loss@max: 1.961529, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 20, loss@min: 1.243683, loss@max: 1.955790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.284618, loss@max: 1.784019, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.088067, loss@max: 2.000533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.129551, loss@max: 2.306981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.422670, loss@max: 1.911309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.296636, loss@max: 2.151171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.000003, LT: 1.889856, Top1S: 100.000000, Top1T: 63.356976Best acc: 63.356976 Train:epoch: 26, loss@min: 1.071454, loss@max: 2.355451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.000000, LT: 1.837379, Top1S: 100.000000, Top1T: 63.888889Best acc: 63.888889 Train:epoch: 27, loss@min: 1.311678, loss@max: 1.805134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.000001, LT: 1.812570, Top1S: 100.000000, Top1T: 64.420807Best acc: 64.420807 Train:epoch: 28, loss@min: 1.260209, loss@max: 1.709201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.000001, LT: 1.798359, Top1S: 100.000000, Top1T: 64.716309Best acc: 64.716309 Train:epoch: 29, loss@min: 1.017512, loss@max: 2.215418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.000001, LT: 1.747646, Top1S: 100.000000, Top1T: 64.479904 Train:epoch: 30, loss@min: 1.046739, loss@max: 1.966414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.000001, LT: 1.766434, Top1S: 100.000000, Top1T: 64.539009 Train:epoch: 31, loss@min: 1.304183, loss@max: 1.776175, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.000001, LT: 1.759110, Top1S: 100.000000, Top1T: 63.475178 Train:epoch: 32, loss@min: 1.038830, loss@max: 1.921674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.000001, LT: 1.735349, Top1S: 100.000000, Top1T: 64.007095 Train:epoch: 33, loss@min: 1.223920, loss@max: 1.749614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.000001, LT: 1.679352, Top1S: 100.000000, Top1T: 64.125298 Train:epoch: 34, loss@min: 1.100092, loss@max: 1.874708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.000000, LT: 1.671653, Top1S: 100.000000, Top1T: 64.361702 Train:epoch: 35, loss@min: 1.069699, loss@max: 1.752314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.000002, LT: 1.692052, Top1S: 100.000000, Top1T: 65.425529Best acc: 65.425529 Train:epoch: 36, loss@min: 1.209960, loss@max: 1.777853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.000000, LT: 1.668770, Top1S: 100.000000, Top1T: 64.834518 Train:epoch: 37, loss@min: 0.975627, loss@max: 1.746630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.000001, LT: 1.642689, Top1S: 100.000000, Top1T: 65.248230 Train:epoch: 38, loss@min: 1.092012, loss@max: 1.700967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.000002, LT: 1.695381, Top1S: 100.000000, Top1T: 64.479904 Train:epoch: 39, loss@min: 1.127957, loss@max: 1.678165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.000001, LT: 1.661906, Top1S: 100.000000, Top1T: 65.130020 Train:epoch: 40, loss@min: 1.126719, loss@max: 1.695427, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.000001, LT: 1.640145, Top1S: 100.000000, Top1T: 65.721039Best acc: 65.721039 Train:epoch: 41, loss@min: 1.095009, loss@max: 1.696345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.000000, LT: 1.668921, Top1S: 100.000000, Top1T: 65.484634 Train:epoch: 42, loss@min: 1.022262, loss@max: 1.922746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.000004, LT: 1.649798, Top1S: 100.000000, Top1T: 65.543732 Train:epoch: 43, loss@min: 1.184358, loss@max: 1.602350, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.000000, LT: 1.650172, Top1S: 100.000000, Top1T: 65.602837 Train:epoch: 44, loss@min: 1.017848, loss@max: 1.730951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.000001, LT: 1.679999, Top1S: 100.000000, Top1T: 65.307327 Train:epoch: 45, loss@min: 1.106154, loss@max: 1.733000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.000001, LT: 1.675492, Top1S: 100.000000, Top1T: 64.893616 Train:epoch: 46, loss@min: 1.076799, loss@max: 1.710640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.000001, LT: 1.659479, Top1S: 100.000000, Top1T: 65.898346Best acc: 65.898346 Train:epoch: 47, loss@min: 1.149857, loss@max: 1.643230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.000001, LT: 1.653921, Top1S: 100.000000, Top1T: 65.189125 Train:epoch: 48, loss@min: 1.095445, loss@max: 1.672005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.000000, LT: 1.648764, Top1S: 100.000000, Top1T: 65.780144 Train:epoch: 49, loss@min: 1.067239, loss@max: 1.665067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.000001, LT: 1.674614, Top1S: 100.000000, Top1T: 65.543732 Train:epoch: 50, loss@min: 1.028455, loss@max: 1.643543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000001, LT: 1.635381, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 51, loss@min: 1.104615, loss@max: 1.678131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.000001, LT: 1.680111, Top1S: 100.000000, Top1T: 65.661942 Train:epoch: 52, loss@min: 1.236371, loss@max: 1.706709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.000001, LT: 1.649266, Top1S: 100.000000, Top1T: 65.602837 Train:epoch: 53, loss@min: 1.102823, loss@max: 1.760180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000001, LT: 1.661700, Top1S: 100.000000, Top1T: 65.957443Best acc: 65.957443 Train:epoch: 54, loss@min: 0.979351, loss@max: 1.915620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.000001, LT: 1.649463, Top1S: 100.000000, Top1T: 65.307327 Train:epoch: 55, loss@min: 1.166177, loss@max: 1.621573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.000001, LT: 1.651659, Top1S: 100.000000, Top1T: 66.193855Best acc: 66.193855 Train:epoch: 56, loss@min: 1.083003, loss@max: 1.695453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.000001, LT: 1.656133, Top1S: 100.000000, Top1T: 64.834518 Train:epoch: 57, loss@min: 0.903908, loss@max: 1.812154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000001, LT: 1.640845, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 58, loss@min: 1.176782, loss@max: 1.577555, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000000, LT: 1.652812, Top1S: 100.000000, Top1T: 65.130020 Train:epoch: 59, loss@min: 1.072743, loss@max: 1.649008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000001, LT: 1.670322, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 60, loss@min: 1.029224, loss@max: 1.655326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000001, LT: 1.639588, Top1S: 100.000000, Top1T: 65.661942 Train:epoch: 61, loss@min: 1.181633, loss@max: 1.469004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000000, LT: 1.644747, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 62, loss@min: 1.086629, loss@max: 1.595414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000001, LT: 1.649728, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 63, loss@min: 1.008127, loss@max: 1.634641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000000, LT: 1.640329, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 64, loss@min: 1.107751, loss@max: 1.564065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000001, LT: 1.633450, Top1S: 100.000000, Top1T: 66.371155Best acc: 66.371155 Train:epoch: 65, loss@min: 1.001350, loss@max: 1.651752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000001, LT: 1.660306, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 66, loss@min: 1.083101, loss@max: 1.532747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000001, LT: 1.670219, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 67, loss@min: 1.107481, loss@max: 1.482520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000001, LT: 1.676555, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 68, loss@min: 0.888274, loss@max: 1.653957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000001, LT: 1.681840, Top1S: 100.000000, Top1T: 65.780144 Train:epoch: 69, loss@min: 1.112254, loss@max: 1.433948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000000, LT: 1.672588, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 70, loss@min: 0.888155, loss@max: 1.627094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000001, LT: 1.672349, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 71, loss@min: 1.059545, loss@max: 1.483274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000000, LT: 1.659759, Top1S: 100.000000, Top1T: 66.430260Best acc: 66.430260 Train:epoch: 72, loss@min: 1.061153, loss@max: 1.536158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000001, LT: 1.666394, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 73, loss@min: 0.951982, loss@max: 1.566953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000000, LT: 1.660430, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 74, loss@min: 1.098077, loss@max: 1.467462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000001, LT: 1.672171, Top1S: 100.000000, Top1T: 66.843971Best acc: 66.843971 Train:epoch: 75, loss@min: 0.901843, loss@max: 1.650219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000000, LT: 1.665871, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 76, loss@min: 1.086195, loss@max: 1.457494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000001, LT: 1.679109, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 77, loss@min: 0.910536, loss@max: 1.571731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000000, LT: 1.680798, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 78, loss@min: 1.079857, loss@max: 1.392981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000001, LT: 1.677172, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 79, loss@min: 0.874770, loss@max: 1.626482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000000, LT: 1.675751, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 80, loss@min: 1.150407, loss@max: 1.347632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000001, LT: 1.676352, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 81, loss@min: 0.878582, loss@max: 1.573184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000000, LT: 1.672252, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 82, loss@min: 0.996110, loss@max: 1.426466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000001, LT: 1.672625, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 83, loss@min: 0.963699, loss@max: 1.443095, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000000, LT: 1.678267, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 84, loss@min: 0.959189, loss@max: 1.444918, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000002, LT: 1.681586, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 85, loss@min: 0.962580, loss@max: 1.446351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000000, LT: 1.682345, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 86, loss@min: 0.952631, loss@max: 1.428268, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000002, LT: 1.685218, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 87, loss@min: 0.958431, loss@max: 1.427134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000000, LT: 1.685708, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 88, loss@min: 0.956678, loss@max: 1.425229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000001, LT: 1.686033, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 89, loss@min: 0.995304, loss@max: 1.397258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000001, LT: 1.686907, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 90, loss@min: 0.925785, loss@max: 1.450728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000000, LT: 1.694393, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 91, loss@min: 0.982373, loss@max: 1.374169, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000001, LT: 1.700289, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 92, loss@min: 0.948857, loss@max: 1.412297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000001, LT: 1.699435, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 93, loss@min: 0.957216, loss@max: 1.410627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000000, LT: 1.701814, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 94, loss@min: 0.974794, loss@max: 1.398491, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000001, LT: 1.705346, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 95, loss@min: 0.954308, loss@max: 1.395102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000000, LT: 1.709022, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 96, loss@min: 0.957680, loss@max: 1.389504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000001, LT: 1.711432, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 97, loss@min: 0.953802, loss@max: 1.393824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000001, LT: 1.712445, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 98, loss@min: 0.943024, loss@max: 1.401686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000000, LT: 1.714230, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 99, loss@min: 0.981106, loss@max: 1.366228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000001, LT: 1.717125, Top1S: 100.000000, Top1T: 66.784866{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 21:47:33 2023 ------------------------------------------- Train:epoch: 1, loss@min: 15.907506, loss@max: 6.355318, Top1S acc: 2.127660, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 9.033180, loss@max: 6.273305, Top1S acc: 19.148933, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 6.694017, loss@max: 6.238124, Top1S acc: 42.553188, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 5.154726, loss@max: 5.607470, Top1S acc: 68.085106, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 4.589194, loss@max: 4.813470, Top1S acc: 78.723404, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 4.232527, loss@max: 4.148111, Top1S acc: 82.978722, Top1T acc: 97.872337 Train:epoch: 7, loss@min: 3.488237, loss@max: 4.067120, Top1S acc: 87.234039, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 2.769673, loss@max: 4.135376, Top1S acc: 87.234039, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 2.185287, loss@max: 3.982085, Top1S acc: 93.617020, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.840075, loss@max: 3.716122, Top1S acc: 93.617020, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.540198, loss@max: 3.747541, Top1S acc: 95.744675, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.912894, loss@max: 3.130172, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.884583, loss@max: 3.170089, Top1S acc: 97.872337, Top1T acc: 97.872337 Train:epoch: 14, loss@min: 1.452984, loss@max: 2.994762, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.240701, loss@max: 2.994472, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.243492, loss@max: 3.056381, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.322762, loss@max: 2.869005, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.475493, loss@max: 2.392636, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.740942, loss@max: 2.182681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.523725, loss@max: 2.128314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.401407, loss@max: 2.159813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.445522, loss@max: 2.293591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.327772, loss@max: 2.169160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.199491, loss@max: 2.149799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.110139, loss@max: 2.128949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.026396, LT: 3.730750, Top1S: 100.000000, Top1T: 29.846336Best acc: 29.846336 Train:epoch: 26, loss@min: 1.060695, loss@max: 2.091393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.023049, LT: 3.799755, Top1S: 100.000000, Top1T: 29.018913 Train:epoch: 27, loss@min: 1.335873, loss@max: 1.856441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.020465, LT: 3.765975, Top1S: 100.000000, Top1T: 28.664303 Train:epoch: 28, loss@min: 1.249691, loss@max: 1.770559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.018424, LT: 3.662312, Top1S: 100.000000, Top1T: 28.309692 Train:epoch: 29, loss@min: 1.313105, loss@max: 1.819679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.016795, LT: 3.492232, Top1S: 100.000000, Top1T: 30.141844Best acc: 30.141844 Train:epoch: 30, loss@min: 1.128618, loss@max: 1.796529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.015474, LT: 3.353161, Top1S: 100.000000, Top1T: 31.146572Best acc: 31.146572 Train:epoch: 31, loss@min: 1.010509, loss@max: 2.062960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.014380, LT: 3.249047, Top1S: 100.000000, Top1T: 32.624115Best acc: 32.624115 Train:epoch: 32, loss@min: 0.966151, loss@max: 2.018865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.013458, LT: 3.186547, Top1S: 100.000000, Top1T: 33.156029Best acc: 33.156029 Train:epoch: 33, loss@min: 0.958710, loss@max: 1.996299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.012673, LT: 3.167622, Top1S: 100.000000, Top1T: 33.392433Best acc: 33.392433 Train:epoch: 34, loss@min: 1.005105, loss@max: 1.858361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.011996, LT: 3.181410, Top1S: 100.000000, Top1T: 32.624115 Train:epoch: 35, loss@min: 1.045199, loss@max: 1.831330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.011406, LT: 3.216316, Top1S: 100.000000, Top1T: 31.914894 Train:epoch: 36, loss@min: 1.181715, loss@max: 1.751022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.010902, LT: 3.220305, Top1S: 100.000000, Top1T: 32.033096 Train:epoch: 37, loss@min: 1.128242, loss@max: 1.643718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.010455, LT: 3.180418, Top1S: 100.000000, Top1T: 31.973995 Train:epoch: 38, loss@min: 1.100630, loss@max: 1.584372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.010045, LT: 3.124625, Top1S: 100.000000, Top1T: 32.210403 Train:epoch: 39, loss@min: 1.053719, loss@max: 1.638883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.009668, LT: 3.078094, Top1S: 100.000000, Top1T: 33.037827 Train:epoch: 40, loss@min: 1.018356, loss@max: 1.841750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.009316, LT: 3.021246, Top1S: 100.000000, Top1T: 34.042553Best acc: 34.042553 Train:epoch: 41, loss@min: 0.901752, loss@max: 1.849309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.008983, LT: 2.988716, Top1S: 100.000000, Top1T: 33.924351 Train:epoch: 42, loss@min: 1.059263, loss@max: 1.664600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.008679, LT: 2.955051, Top1S: 100.000000, Top1T: 34.810875Best acc: 34.810875 Train:epoch: 43, loss@min: 1.033970, loss@max: 1.550915, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.008406, LT: 2.954685, Top1S: 100.000000, Top1T: 34.397163 Train:epoch: 44, loss@min: 1.100507, loss@max: 1.605381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.008156, LT: 2.966696, Top1S: 100.000000, Top1T: 33.451538 Train:epoch: 45, loss@min: 1.168035, loss@max: 1.577792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.007932, LT: 2.970814, Top1S: 100.000000, Top1T: 33.569740 Train:epoch: 46, loss@min: 1.006945, loss@max: 1.629994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.007731, LT: 2.951627, Top1S: 100.000000, Top1T: 33.806145 Train:epoch: 47, loss@min: 1.136057, loss@max: 1.543579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.007553, LT: 2.935605, Top1S: 100.000000, Top1T: 34.338062 Train:epoch: 48, loss@min: 1.091196, loss@max: 1.588105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.007393, LT: 2.918880, Top1S: 100.000000, Top1T: 34.692673 Train:epoch: 49, loss@min: 1.081839, loss@max: 1.616556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.007253, LT: 2.894529, Top1S: 100.000000, Top1T: 34.810875 Train:epoch: 50, loss@min: 0.987832, loss@max: 1.681303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.007128, LT: 2.880528, Top1S: 100.000000, Top1T: 34.633572 Train:epoch: 51, loss@min: 0.858742, loss@max: 1.828707, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.007011, LT: 2.884172, Top1S: 100.000000, Top1T: 34.574467 Train:epoch: 52, loss@min: 0.888642, loss@max: 1.824262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.006896, LT: 2.886735, Top1S: 100.000000, Top1T: 34.278961 Train:epoch: 53, loss@min: 0.949801, loss@max: 1.754336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.006789, LT: 2.864560, Top1S: 100.000000, Top1T: 35.047283Best acc: 35.047283 Train:epoch: 54, loss@min: 1.080297, loss@max: 1.605803, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Wed Jul 19 21:58:49 2023 ------------------------------------------- Train:epoch: 1, loss@min: 15.907506, loss@max: 6.355318, Top1S acc: 2.127660, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 9.033180, loss@max: 6.273305, Top1S acc: 19.148933, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 6.694017, loss@max: 6.238124, Top1S acc: 42.553188, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 5.154726, loss@max: 5.607470, Top1S acc: 68.085106, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 4.589194, loss@max: 4.813470, Top1S acc: 78.723404, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 4.232527, loss@max: 4.148111, Top1S acc: 82.978722, Top1T acc: 97.872337 Train:epoch: 7, loss@min: 3.488237, loss@max: 4.067120, Top1S acc: 87.234039, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 2.769673, loss@max: 4.135376, Top1S acc: 87.234039, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 2.185287, loss@max: 3.982085, Top1S acc: 93.617020, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.840075, loss@max: 3.716122, Top1S acc: 93.617020, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.540198, loss@max: 3.747541, Top1S acc: 95.744675, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.912894, loss@max: 3.130172, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.884583, loss@max: 3.170089, Top1S acc: 97.872337, Top1T acc: 97.872337 Train:epoch: 14, loss@min: 1.452984, loss@max: 2.994762, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.240701, loss@max: 2.994472, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.243492, loss@max: 3.056381, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.322762, loss@max: 2.869005, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.475493, loss@max: 2.392636, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.740942, loss@max: 2.182681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.523725, loss@max: 2.128314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.401407, loss@max: 2.159813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.445522, loss@max: 2.293591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.327772, loss@max: 2.169160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.199491, loss@max: 2.149799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.110139, loss@max: 2.128949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.141566, loss@max: 1.972745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.226265, loss@max: 1.920041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.260245, loss@max: 1.799594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.209997, loss@max: 1.723940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.119381, loss@max: 1.837008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.088407, loss@max: 1.980409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.914216, loss@max: 1.992102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.872060, loss@max: 2.097474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.915143, loss@max: 1.944278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.068237, loss@max: 1.758600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.149358, loss@max: 1.586374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.154511, loss@max: 1.575404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.275829, loss@max: 1.637667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.203669, loss@max: 1.667494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.958970, loss@max: 1.759636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.981451, loss@max: 1.723993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.924366, loss@max: 1.987109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.035815, loss@max: 1.840545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.159778, loss@max: 1.622241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.077281, loss@max: 1.516342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.124015, loss@max: 1.533292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.108726, loss@max: 1.684900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.016209, loss@max: 1.665824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.060337, loss@max: 1.647942, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.904127, loss@max: 1.701869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.959507, loss@max: 1.624433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.982044, loss@max: 1.641434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.117451, loss@max: 1.594323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.059622, loss@max: 1.593054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.061595, loss@max: 1.642965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.006288, loss@max: 1.563615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.966000, loss@max: 1.584129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.029658, loss@max: 1.594817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.013110, loss@max: 1.515485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.008146, loss@max: 1.584652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.987399, loss@max: 1.494702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.990106, loss@max: 1.525444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.930164, loss@max: 1.607787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.048555, loss@max: 1.551439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.037360, loss@max: 1.463434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.048955, loss@max: 1.492323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.991245, loss@max: 1.532315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.038309, loss@max: 1.491842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.988994, loss@max: 1.518354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.972664, loss@max: 1.570218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.918244, loss@max: 1.627627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.928157, loss@max: 1.552322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.925709, loss@max: 1.566126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.014822, loss@max: 1.427703, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.088455, loss@max: 1.443259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.048595, loss@max: 1.428446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.056784, loss@max: 1.402254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.031369, loss@max: 1.464081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.907882, loss@max: 1.573629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.944171, loss@max: 1.541991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.005620, LT: 2.708471, Top1S: 100.000000, Top1T: 37.174942Best acc: 37.174942 Train:epoch: 81, loss@min: 0.941279, loss@max: 1.531123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.005599, LT: 2.715255, Top1S: 100.000000, Top1T: 36.347519 Train:epoch: 82, loss@min: 0.942727, loss@max: 1.525493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.005577, LT: 2.720854, Top1S: 100.000000, Top1T: 36.938534 Train:epoch: 83, loss@min: 0.983761, loss@max: 1.477598, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.005556, LT: 2.723516, Top1S: 100.000000, Top1T: 36.820332 Train:epoch: 84, loss@min: 0.967600, loss@max: 1.482401, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 1000, "print_freq": 1, "savedir": "", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 70} ------------------------------------------- Wed Jul 19 22:02:28 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 1000, "print_freq": 1, "savedir": "", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 70} ------------------------------------------- Wed Jul 19 22:02:54 2023 ------------------------------------------- Train:epoch: 1, loss@min: 23.310684, loss@max: 7.812155, Top1S acc: 30.078125, Top1T acc: 21.875000 Train:epoch: 2, loss@min: 6.721107, loss@max: 5.055765, Top1S acc: 80.468750, Top1T acc: 80.078125 Train:epoch: 3, loss@min: 2.184988, loss@max: 4.326588, Top1S acc: 96.093750, Top1T acc: 94.531250 Train:epoch: 4, loss@min: 1.199330, loss@max: 4.140046, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 5, loss@min: 1.127598, loss@max: 3.585220, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 6, loss@min: 1.349505, loss@max: 3.137430, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.746162, loss@max: 3.076836, Top1S acc: 99.218750, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.982773, loss@max: 2.905159, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 9, loss@min: 1.724271, loss@max: 3.409305, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 10, loss@min: 2.011209, loss@max: 3.820245, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.794153, loss@max: 3.742729, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 1.869137, loss@max: 3.770051, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 1.963464, loss@max: 3.857318, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 2.301840, loss@max: 3.931254, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 1.942067, loss@max: 4.478577, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.933069, loss@max: 4.730865, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 17, loss@min: 2.294014, loss@max: 5.034386, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 2.198103, loss@max: 4.755720, Top1S acc: 99.609375, Top1T acc: 98.437500 Train:epoch: 19, loss@min: 2.443035, loss@max: 5.003241, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 2.495585, loss@max: 5.112150, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 2.636378, loss@max: 5.282465, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 2.736545, loss@max: 5.354982, Top1S acc: 99.218750, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 2.470978, loss@max: 5.363273, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 24, loss@min: 2.587514, loss@max: 5.614434, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 25, loss@min: 2.329253, loss@max: 5.831058, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 2.728153, loss@max: 5.494223, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 2.842090, loss@max: 5.631300, Top1S acc: 99.609375, Top1T acc: 98.437500 Train:epoch: 28, loss@min: 2.382347, loss@max: 5.856741, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 29, loss@min: 2.419075, loss@max: 6.212469, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 2.750238, loss@max: 6.263893, Top1S acc: 99.218750, Top1T acc: 98.828125 Train:epoch: 31, loss@min: 2.767541, loss@max: 5.519519, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 2.730284, loss@max: 6.498505, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 33, loss@min: 2.745820, loss@max: 6.492519, Top1S acc: 99.609375, Top1T acc: 98.437500 Train:epoch: 34, loss@min: 2.423782, loss@max: 6.617040, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 35, loss@min: 2.800854, loss@max: 5.602646, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 36, loss@min: 2.997896, loss@max: 6.318535, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 37, loss@min: 2.533977, loss@max: 6.308956, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 2.554392, loss@max: 6.141827, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 2.553592, loss@max: 6.030799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 2.430633, loss@max: 6.004865, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 2.638027, loss@max: 6.467285, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 42, loss@min: 2.330682, loss@max: 6.518169, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 2.823321, loss@max: 6.657168, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 2.584529, loss@max: 5.921921, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 45, loss@min: 2.263471, loss@max: 6.435896, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 2.618589, loss@max: 5.995687, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 47, loss@min: 2.766298, loss@max: 6.559908, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 2.434548, loss@max: 6.844301, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 2.583796, loss@max: 6.143155, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 50, loss@min: 2.940407, loss@max: 6.122622, Top1S acc: 99.609375, Top1T acc: 99.609375 Test:epoch: 50, LS: 0.009645, LT: 5.766173, Top1S: 99.799995, Top1T: 23.595999Best acc: 23.595999{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 1000, "print_freq": 1, "savedir": "", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 70} ------------------------------------------- Wed Jul 19 22:39:11 2023 ------------------------------------------- Train:epoch: 1, loss@min: 23.310686, loss@max: 7.812155, Top1S acc: 30.078125, Top1T acc: 21.875000 Train:epoch: 2, loss@min: 6.721107, loss@max: 5.055766, Top1S acc: 80.468750, Top1T acc: 80.078125 Train:epoch: 3, loss@min: 2.184988, loss@max: 4.326588, Top1S acc: 96.093750, Top1T acc: 94.531250 Train:epoch: 4, loss@min: 1.199331, loss@max: 4.140045, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 5, loss@min: 1.127598, loss@max: 3.585221, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 6, loss@min: 1.349507, loss@max: 3.137430, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.746176, loss@max: 3.076842, Top1S acc: 99.218750, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.982768, loss@max: 2.905161, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 9, loss@min: 1.724289, loss@max: 3.409291, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 10, loss@min: 2.011226, loss@max: 3.820205, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.794164, loss@max: 3.743101, Top1S acc: 99.609375, Top1T acc: 99.609375{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 22:43:49 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 22:44:35 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 22:45:00 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 22:45:23 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 22:46:33 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 22:46:58 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 22:49:01 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 1000, "print_freq": 1, "savedir": "", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 70} ------------------------------------------- Wed Jul 19 22:52:26 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Wed Jul 19 22:54:24 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.769701, loss@max: 2.062741, Top1S acc: 100.000000, Top1T acc: 70.212761 Train:epoch: 2, loss@min: 1.849647, loss@max: 1.846849, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 3, loss@min: 1.025522, loss@max: 1.531956, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 4, loss@min: 0.874593, loss@max: 1.326218, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.927130, loss@max: 1.265192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 0.923753, loss@max: 1.241526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.932732, loss@max: 1.218912, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.987199, loss@max: 1.184073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.062138, loss@max: 1.102634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.093396, loss@max: 1.173061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.891564, loss@max: 1.333240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.785287, loss@max: 1.468358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.882267, loss@max: 1.428806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.895783, loss@max: 1.395199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.891038, loss@max: 1.405565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.932154, loss@max: 1.367384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.996934, loss@max: 1.363427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.028201, loss@max: 1.346405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.968602, loss@max: 1.346597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.047663, loss@max: 1.340226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.957525, loss@max: 1.428505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.938369, loss@max: 1.423151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.965617, loss@max: 1.431614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.014481, loss@max: 1.339266, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.044442, loss@max: 1.411781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.002201, LT: 4.882364, Top1S: 100.000000, Top1T: 36.702129Best acc: 36.702129 Train:epoch: 26, loss@min: 0.948138, loss@max: 1.458632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.002187, LT: 4.847678, Top1S: 100.000000, Top1T: 36.820332Best acc: 36.820332 Train:epoch: 27, loss@min: 0.964019, loss@max: 1.394580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.002148, LT: 4.785159, Top1S: 100.000000, Top1T: 36.938534Best acc: 36.938534 Train:epoch: 28, loss@min: 1.054537, loss@max: 1.431787, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.002084, LT: 4.745613, Top1S: 100.000000, Top1T: 37.234043Best acc: 37.234043 Train:epoch: 29, loss@min: 0.974400, loss@max: 1.454678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.002037, LT: 4.716299, Top1S: 100.000000, Top1T: 36.997635 Train:epoch: 30, loss@min: 1.000459, loss@max: 1.497066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.002028, LT: 4.649207, Top1S: 100.000000, Top1T: 36.938534 Train:epoch: 31, loss@min: 0.942131, loss@max: 1.548987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.002024, LT: 4.568253, Top1S: 100.000000, Top1T: 37.234043 Train:epoch: 32, loss@min: 0.871195, loss@max: 1.601079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.001996, LT: 4.487827, Top1S: 100.000000, Top1T: 37.293144Best acc: 37.293144 Train:epoch: 33, loss@min: 0.930334, loss@max: 1.524673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.001963, LT: 4.414425, Top1S: 100.000000, Top1T: 37.470448Best acc: 37.470448 Train:epoch: 34, loss@min: 0.958492, loss@max: 1.449913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.001939, LT: 4.337243, Top1S: 100.000000, Top1T: 37.647755Best acc: 37.647755 Train:epoch: 35, loss@min: 1.011115, loss@max: 1.404846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.001923, LT: 4.264173, Top1S: 100.000000, Top1T: 37.411346 Train:epoch: 36, loss@min: 1.025864, loss@max: 1.388119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.001907, LT: 4.189148, Top1S: 100.000000, Top1T: 37.647755 Train:epoch: 37, loss@min: 1.099152, loss@max: 1.397639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.001891, LT: 4.120657, Top1S: 100.000000, Top1T: 37.588654 Train:epoch: 38, loss@min: 0.990954, loss@max: 1.377672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.001870, LT: 4.050975, Top1S: 100.000000, Top1T: 37.470448 Train:epoch: 39, loss@min: 0.929608, loss@max: 1.505782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.001857, LT: 3.956568, Top1S: 100.000000, Top1T: 37.470448 Train:epoch: 40, loss@min: 0.985032, loss@max: 1.404281, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.001861, LT: 3.895899, Top1S: 100.000000, Top1T: 37.234043 Train:epoch: 41, loss@min: 0.918290, loss@max: 1.455344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.001857, LT: 3.855608, Top1S: 100.000000, Top1T: 37.056736 Train:epoch: 42, loss@min: 0.926092, loss@max: 1.453636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.001839, LT: 3.818614, Top1S: 100.000000, Top1T: 37.115841 Train:epoch: 43, loss@min: 0.972218, loss@max: 1.391552, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.001820, LT: 3.784961, Top1S: 100.000000, Top1T: 37.056736 Train:epoch: 44, loss@min: 0.985987, loss@max: 1.407961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.001794, LT: 3.743580, Top1S: 100.000000, Top1T: 37.174942 Train:epoch: 45, loss@min: 0.977201, loss@max: 1.425870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.001767, LT: 3.699451, Top1S: 100.000000, Top1T: 36.938534 Train:epoch: 46, loss@min: 1.004458, loss@max: 1.394541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.001749, LT: 3.655217, Top1S: 100.000000, Top1T: 37.115841 Train:epoch: 47, loss@min: 1.007652, loss@max: 1.389983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.001745, LT: 3.612427, Top1S: 100.000000, Top1T: 37.293144 Train:epoch: 48, loss@min: 0.990141, loss@max: 1.400898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.001736, LT: 3.581149, Top1S: 100.000000, Top1T: 37.647755 Train:epoch: 49, loss@min: 0.964295, loss@max: 1.463344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.001721, LT: 3.564809, Top1S: 100.000000, Top1T: 37.588654 Train:epoch: 50, loss@min: 0.959174, loss@max: 1.441657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.001710, LT: 3.548752, Top1S: 100.000000, Top1T: 37.293144 Train:epoch: 51, loss@min: 0.894428, loss@max: 1.488973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.001696, LT: 3.523856, Top1S: 100.000000, Top1T: 36.997635 Train:epoch: 52, loss@min: 0.951264, loss@max: 1.428723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.001684, LT: 3.491287, Top1S: 100.000000, Top1T: 37.234043 Train:epoch: 53, loss@min: 0.981573, loss@max: 1.418781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.001672, LT: 3.452788, Top1S: 100.000000, Top1T: 37.529552 Train:epoch: 54, loss@min: 1.004372, loss@max: 1.366928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.001663, LT: 3.414892, Top1S: 100.000000, Top1T: 37.647755 Train:epoch: 55, loss@min: 0.984217, loss@max: 1.385773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.001654, LT: 3.370220, Top1S: 100.000000, Top1T: 37.765957Best acc: 37.765957 Train:epoch: 56, loss@min: 0.967703, loss@max: 1.408178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.001644, LT: 3.332331, Top1S: 100.000000, Top1T: 37.825058Best acc: 37.825058 Train:epoch: 57, loss@min: 0.958587, loss@max: 1.412986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.001628, LT: 3.294227, Top1S: 100.000000, Top1T: 37.884159Best acc: 37.884159 Train:epoch: 58, loss@min: 0.935894, loss@max: 1.428758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.001610, LT: 3.261765, Top1S: 100.000000, Top1T: 37.825058 Train:epoch: 59, loss@min: 0.941758, loss@max: 1.398875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.001591, LT: 3.229049, Top1S: 100.000000, Top1T: 37.825058 Train:epoch: 60, loss@min: 0.929023, loss@max: 1.416115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.001576, LT: 3.201597, Top1S: 100.000000, Top1T: 37.943264Best acc: 37.943264 Train:epoch: 61, loss@min: 0.944076, loss@max: 1.388768, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.001564, LT: 3.170361, Top1S: 100.000000, Top1T: 38.002365Best acc: 38.002365 Train:epoch: 62, loss@min: 1.000663, loss@max: 1.359341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.001558, LT: 3.146531, Top1S: 100.000000, Top1T: 38.061466Best acc: 38.061466 Train:epoch: 63, loss@min: 0.993796, loss@max: 1.376000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001554, LT: 3.123364, Top1S: 100.000000, Top1T: 38.238770Best acc: 38.238770 Train:epoch: 64, loss@min: 0.965375, loss@max: 1.401617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001551, LT: 3.100501, Top1S: 100.000000, Top1T: 38.356976Best acc: 38.356976 Train:epoch: 65, loss@min: 0.965110, loss@max: 1.399062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001546, LT: 3.078129, Top1S: 100.000000, Top1T: 38.534279Best acc: 38.534279 Train:epoch: 66, loss@min: 0.938705, loss@max: 1.417317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001539, LT: 3.057353, Top1S: 100.000000, Top1T: 38.888889Best acc: 38.888889 Train:epoch: 67, loss@min: 0.967316, loss@max: 1.386192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001532, LT: 3.036208, Top1S: 100.000000, Top1T: 39.007092Best acc: 39.007092 Train:epoch: 68, loss@min: 0.943139, loss@max: 1.418046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001525, LT: 3.011342, Top1S: 100.000000, Top1T: 39.125294Best acc: 39.125294 Train:epoch: 69, loss@min: 0.948982, loss@max: 1.408683, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001518, LT: 2.989063, Top1S: 100.000000, Top1T: 39.302601Best acc: 39.302601 Train:epoch: 70, loss@min: 0.957679, loss@max: 1.370132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001510, LT: 2.971057, Top1S: 100.000000, Top1T: 39.302601 Train:epoch: 71, loss@min: 0.955257, loss@max: 1.395190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001502, LT: 2.957236, Top1S: 100.000000, Top1T: 39.361702Best acc: 39.361702 Train:epoch: 72, loss@min: 0.969446, loss@max: 1.374294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001493, LT: 2.948142, Top1S: 100.000000, Top1T: 39.420803Best acc: 39.420803 Train:epoch: 73, loss@min: 0.957963, loss@max: 1.387691, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001483, LT: 2.938990, Top1S: 100.000000, Top1T: 39.420803 Train:epoch: 74, loss@min: 0.960027, loss@max: 1.376176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001475, LT: 2.930134, Top1S: 100.000000, Top1T: 39.420803 Train:epoch: 75, loss@min: 0.952518, loss@max: 1.378265, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.001467, LT: 2.920116, Top1S: 100.000000, Top1T: 39.539005Best acc: 39.539005 Train:epoch: 76, loss@min: 0.948536, loss@max: 1.386744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001462, LT: 2.907494, Top1S: 100.000000, Top1T: 39.716312Best acc: 39.716312 Train:epoch: 77, loss@min: 0.947640, loss@max: 1.377027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.001459, LT: 2.896216, Top1S: 100.000000, Top1T: 39.893616Best acc: 39.893616 Train:epoch: 78, loss@min: 0.952852, loss@max: 1.377446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.001458, LT: 2.884355, Top1S: 100.000000, Top1T: 39.775414 Train:epoch: 79, loss@min: 0.947083, loss@max: 1.391401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.001456, LT: 2.873037, Top1S: 100.000000, Top1T: 39.893616 Train:epoch: 80, loss@min: 0.956679, loss@max: 1.380112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001453, LT: 2.862797, Top1S: 100.000000, Top1T: 40.189125Best acc: 40.189125 Train:epoch: 81, loss@min: 0.961080, loss@max: 1.376570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001448, LT: 2.855390, Top1S: 100.000000, Top1T: 40.307327Best acc: 40.307327 Train:epoch: 82, loss@min: 0.950064, loss@max: 1.381504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001442, LT: 2.850044, Top1S: 100.000000, Top1T: 40.189125 Train:epoch: 83, loss@min: 0.947498, loss@max: 1.386890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001435, LT: 2.846110, Top1S: 100.000000, Top1T: 40.070923 Train:epoch: 84, loss@min: 0.951850, loss@max: 1.382994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001429, LT: 2.843230, Top1S: 100.000000, Top1T: 40.070923 Train:epoch: 85, loss@min: 0.964449, loss@max: 1.367416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001422, LT: 2.840738, Top1S: 100.000000, Top1T: 40.070923 Train:epoch: 86, loss@min: 0.942542, loss@max: 1.386054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001415, LT: 2.837830, Top1S: 100.000000, Top1T: 40.189125 Train:epoch: 87, loss@min: 0.949310, loss@max: 1.374986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001409, LT: 2.834851, Top1S: 100.000000, Top1T: 40.189125 Train:epoch: 88, loss@min: 0.932777, loss@max: 1.389242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001404, LT: 2.830049, Top1S: 100.000000, Top1T: 40.307327 Train:epoch: 89, loss@min: 0.935405, loss@max: 1.394494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001400, LT: 2.823627, Top1S: 100.000000, Top1T: 40.425533Best acc: 40.425533 Train:epoch: 90, loss@min: 0.953077, loss@max: 1.369912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001397, LT: 2.817479, Top1S: 100.000000, Top1T: 40.425533 Train:epoch: 91, loss@min: 0.959657, loss@max: 1.367150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001395, LT: 2.810611, Top1S: 100.000000, Top1T: 40.366432 Train:epoch: 92, loss@min: 0.973374, loss@max: 1.352760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001394, LT: 2.803631, Top1S: 100.000000, Top1T: 40.425533 Train:epoch: 93, loss@min: 0.950776, loss@max: 1.365668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001393, LT: 2.797816, Top1S: 100.000000, Top1T: 40.661938Best acc: 40.661938 Train:epoch: 94, loss@min: 0.955046, loss@max: 1.366032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001392, LT: 2.792855, Top1S: 100.000000, Top1T: 40.780144Best acc: 40.780144 Train:epoch: 95, loss@min: 0.952214, loss@max: 1.365954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001391, LT: 2.788954, Top1S: 100.000000, Top1T: 40.780144 Train:epoch: 96, loss@min: 0.951427, loss@max: 1.366339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001388, LT: 2.785740, Top1S: 100.000000, Top1T: 40.898346Best acc: 40.898346 Train:epoch: 97, loss@min: 0.945843, loss@max: 1.369664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001384, LT: 2.783563, Top1S: 100.000000, Top1T: 40.839245 Train:epoch: 98, loss@min: 0.963554, loss@max: 1.354635, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001381, LT: 2.782249, Top1S: 100.000000, Top1T: 40.780144 Train:epoch: 99, loss@min: 0.959216, loss@max: 1.358708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001377, LT: 2.781234, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 100, loss@min: 0.948267, loss@max: 1.366372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001373, LT: 2.779822, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 101, loss@min: 0.943637, loss@max: 1.376128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001369, LT: 2.779046, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 102, loss@min: 0.952644, loss@max: 1.363338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001365, LT: 2.778844, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 103, loss@min: 0.939709, loss@max: 1.377308, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001362, LT: 2.777938, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 104, loss@min: 0.949140, loss@max: 1.369569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001357, LT: 2.777731, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 105, loss@min: 0.939981, loss@max: 1.371661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001353, LT: 2.777510, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 106, loss@min: 0.932878, loss@max: 1.378044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001350, LT: 2.777037, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 107, loss@min: 0.941056, loss@max: 1.370759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001347, LT: 2.776506, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 108, loss@min: 0.950938, loss@max: 1.364099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001346, LT: 2.776314, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 109, loss@min: 0.955361, loss@max: 1.361004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001345, LT: 2.776230, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 110, loss@min: 0.958831, loss@max: 1.357059, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001344, LT: 2.775456, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 111, loss@min: 0.944259, loss@max: 1.370031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001344, LT: 2.773973, Top1S: 100.000000, Top1T: 40.602837 Train:epoch: 112, loss@min: 0.961583, loss@max: 1.351006, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001344, LT: 2.772329, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 113, loss@min: 0.957552, loss@max: 1.354781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001344, LT: 2.770816, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 114, loss@min: 0.955039, loss@max: 1.357320, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001343, LT: 2.769662, Top1S: 100.000000, Top1T: 40.721039 Train:epoch: 115, loss@min: 0.945279, loss@max: 1.367845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001341, LT: 2.769146, Top1S: 100.000000, Top1T: 40.780144 Train:epoch: 116, loss@min: 0.952612, loss@max: 1.360865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001339, LT: 2.768878, Top1S: 100.000000, Top1T: 40.780144 Train:epoch: 117, loss@min: 0.958475, loss@max: 1.352828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001338, LT: 2.768793, Top1S: 100.000000, Top1T: 40.780144 Train:epoch: 118, loss@min: 0.935194, loss@max: 1.378341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001336, LT: 2.768445, Top1S: 100.000000, Top1T: 40.721039 Train:epoch: 119, loss@min: 0.937513, loss@max: 1.377388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001334, LT: 2.768188, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 120, loss@min: 0.942135, loss@max: 1.367557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001332, LT: 2.768012, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 121, loss@min: 0.948771, loss@max: 1.365315, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001331, LT: 2.767816, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 122, loss@min: 0.945777, loss@max: 1.367897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001329, LT: 2.767685, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 123, loss@min: 0.947416, loss@max: 1.364644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001328, LT: 2.767536, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 124, loss@min: 0.939901, loss@max: 1.372759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001326, LT: 2.767238, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 125, loss@min: 0.938962, loss@max: 1.375279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001325, LT: 2.766977, Top1S: 100.000000, Top1T: 40.602837 Train:epoch: 126, loss@min: 0.943886, loss@max: 1.367511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001324, LT: 2.766735, Top1S: 100.000000, Top1T: 40.602837 Train:epoch: 127, loss@min: 0.939504, loss@max: 1.373424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001322, LT: 2.766423, Top1S: 100.000000, Top1T: 40.602837 Train:epoch: 128, loss@min: 0.940811, loss@max: 1.373143, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001321, LT: 2.766062, Top1S: 100.000000, Top1T: 40.602837 Train:epoch: 129, loss@min: 0.949296, loss@max: 1.361372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001321, LT: 2.765791, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 130, loss@min: 0.946802, loss@max: 1.362292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001320, LT: 2.765586, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 131, loss@min: 0.929298, loss@max: 1.382469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001320, LT: 2.765468, Top1S: 100.000000, Top1T: 40.602837 Train:epoch: 132, loss@min: 0.952861, loss@max: 1.358272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001320, LT: 2.765497, Top1S: 100.000000, Top1T: 40.602837 Train:epoch: 133, loss@min: 0.946781, loss@max: 1.364141, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001319, LT: 2.765528, Top1S: 100.000000, Top1T: 40.602837 Train:epoch: 134, loss@min: 0.949128, loss@max: 1.363221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001319, LT: 2.765550, Top1S: 100.000000, Top1T: 40.602837 Train:epoch: 135, loss@min: 0.945462, loss@max: 1.369685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001319, LT: 2.765542, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 136, loss@min: 0.975683, loss@max: 1.337270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001319, LT: 2.765536, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 137, loss@min: 0.963211, loss@max: 1.348889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001319, LT: 2.765525, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 138, loss@min: 0.951650, loss@max: 1.357248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001319, LT: 2.765498, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 139, loss@min: 0.954703, loss@max: 1.356877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001319, LT: 2.765470, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 140, loss@min: 0.963219, loss@max: 1.349585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001319, LT: 2.765455, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 141, loss@min: 0.955360, loss@max: 1.355136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001319, LT: 2.765437, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 142, loss@min: 0.952069, loss@max: 1.358880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001319, LT: 2.765422, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 143, loss@min: 0.943104, loss@max: 1.366495, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001319, LT: 2.765394, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 144, loss@min: 0.945108, loss@max: 1.363337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001319, LT: 2.765374, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 145, loss@min: 0.949777, loss@max: 1.362571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001319, LT: 2.765363, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 146, loss@min: 0.947815, loss@max: 1.363072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001319, LT: 2.765359, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 147, loss@min: 0.950449, loss@max: 1.361208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001319, LT: 2.765356, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 148, loss@min: 0.953235, loss@max: 1.356952, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001319, LT: 2.765354, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 149, loss@min: 0.949766, loss@max: 1.362399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001319, LT: 2.765354, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 150, loss@min: 0.945404, loss@max: 1.365376, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001319, LT: 2.765354, Top1S: 100.000000, Top1T: 40.543736 ------------------------------------------- Wed Jul 19 23:41:11 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Thu Jul 20 00:16:33 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.769700, loss@max: 2.062741, Top1S acc: 100.000000, Top1T acc: 70.212761 Train:epoch: 2, loss@min: 1.849650, loss@max: 1.846849, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 3, loss@min: 1.025524, loss@max: 1.531956, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 4, loss@min: 0.874592, loss@max: 1.326218, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.927129, loss@max: 1.265194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 0.923752, loss@max: 1.241526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.932735, loss@max: 1.218908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.987198, loss@max: 1.184072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.062137, loss@max: 1.102634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.093393, loss@max: 1.173061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.891562, loss@max: 1.333243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.785285, loss@max: 1.468357, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.882270, loss@max: 1.428797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.895791, loss@max: 1.395193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.891035, loss@max: 1.405565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.932144, loss@max: 1.367397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.996941, loss@max: 1.363427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.028202, loss@max: 1.346403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.968594, loss@max: 1.346610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.047680, loss@max: 1.340222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.957522, loss@max: 1.428497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.938359, loss@max: 1.423159, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.965595, loss@max: 1.431622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.014503, loss@max: 1.339240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.044448, loss@max: 1.411777, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.002201, LT: 4.882374, Top1S: 100.000000, Top1T: 36.702129Best acc: 36.702129 Train:epoch: 26, loss@min: 0.948121, loss@max: 1.458636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.002187, LT: 4.847693, Top1S: 100.000000, Top1T: 36.820332Best acc: 36.820332 Train:epoch: 27, loss@min: 0.963991, loss@max: 1.394594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.002148, LT: 4.785192, Top1S: 100.000000, Top1T: 36.938534Best acc: 36.938534 Train:epoch: 28, loss@min: 1.054561, loss@max: 1.431741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.002084, LT: 4.745648, Top1S: 100.000000, Top1T: 37.234043Best acc: 37.234043 Train:epoch: 29, loss@min: 0.974439, loss@max: 1.454631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.002037, LT: 4.716307, Top1S: 100.000000, Top1T: 36.997635 Train:epoch: 30, loss@min: 1.000419, loss@max: 1.497089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.002028, LT: 4.649211, Top1S: 100.000000, Top1T: 36.938534 Train:epoch: 31, loss@min: 0.942110, loss@max: 1.549036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.002024, LT: 4.568268, Top1S: 100.000000, Top1T: 37.234043 Train:epoch: 32, loss@min: 0.871227, loss@max: 1.601034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.001996, LT: 4.487840, Top1S: 100.000000, Top1T: 37.293144Best acc: 37.293144 Train:epoch: 33, loss@min: 0.930372, loss@max: 1.524668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.001963, LT: 4.414415, Top1S: 100.000000, Top1T: 37.470448Best acc: 37.470448 Train:epoch: 34, loss@min: 0.958458, loss@max: 1.449922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.001939, LT: 4.337225, Top1S: 100.000000, Top1T: 37.647755Best acc: 37.647755 Train:epoch: 35, loss@min: 1.011084, loss@max: 1.404934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.001923, LT: 4.264169, Top1S: 100.000000, Top1T: 37.411346 Train:epoch: 36, loss@min: 1.025917, loss@max: 1.388030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.001907, LT: 4.189141, Top1S: 100.000000, Top1T: 37.647755 Train:epoch: 37, loss@min: 1.099146, loss@max: 1.397657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.001891, LT: 4.120650, Top1S: 100.000000, Top1T: 37.588654 Train:epoch: 38, loss@min: 0.990959, loss@max: 1.377679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.001870, LT: 4.050963, Top1S: 100.000000, Top1T: 37.470448 Train:epoch: 39, loss@min: 0.929582, loss@max: 1.505789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.001857, LT: 3.956558, Top1S: 100.000000, Top1T: 37.470448 Train:epoch: 40, loss@min: 0.985008, loss@max: 1.404328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.001861, LT: 3.895898, Top1S: 100.000000, Top1T: 37.234043 Train:epoch: 41, loss@min: 0.918301, loss@max: 1.455329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.001857, LT: 3.855609, Top1S: 100.000000, Top1T: 37.056736 Train:epoch: 42, loss@min: 0.926097, loss@max: 1.453647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.001839, LT: 3.818623, Top1S: 100.000000, Top1T: 37.115841 Train:epoch: 43, loss@min: 0.972250, loss@max: 1.391493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.001820, LT: 3.784969, Top1S: 100.000000, Top1T: 37.056736 Train:epoch: 44, loss@min: 0.986074, loss@max: 1.407969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.001794, LT: 3.743562, Top1S: 100.000000, Top1T: 37.174942 Train:epoch: 45, loss@min: 0.977139, loss@max: 1.425889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.001767, LT: 3.699425, Top1S: 100.000000, Top1T: 36.938534 Train:epoch: 46, loss@min: 1.004409, loss@max: 1.394572, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.001749, LT: 3.655194, Top1S: 100.000000, Top1T: 37.115841 Train:epoch: 47, loss@min: 1.007654, loss@max: 1.390010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.001745, LT: 3.612413, Top1S: 100.000000, Top1T: 37.293144 Train:epoch: 48, loss@min: 0.990167, loss@max: 1.400856, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.001736, LT: 3.581144, Top1S: 100.000000, Top1T: 37.647755 Train:epoch: 49, loss@min: 0.964312, loss@max: 1.463306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.001721, LT: 3.564810, Top1S: 100.000000, Top1T: 37.588654 Train:epoch: 50, loss@min: 0.959216, loss@max: 1.441651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.001710, LT: 3.548743, Top1S: 100.000000, Top1T: 37.293144 Train:epoch: 51, loss@min: 0.894436, loss@max: 1.488994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.001696, LT: 3.523830, Top1S: 100.000000, Top1T: 36.997635 Train:epoch: 52, loss@min: 0.951215, loss@max: 1.428782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.001684, LT: 3.491260, Top1S: 100.000000, Top1T: 37.234043 Train:epoch: 53, loss@min: 0.981537, loss@max: 1.418834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.001672, LT: 3.452768, Top1S: 100.000000, Top1T: 37.529552 Train:epoch: 54, loss@min: 1.004387, loss@max: 1.366921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.001663, LT: 3.414874, Top1S: 100.000000, Top1T: 37.647755 Train:epoch: 55, loss@min: 0.984237, loss@max: 1.385762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.001654, LT: 3.370204, Top1S: 100.000000, Top1T: 37.765957Best acc: 37.765957 Train:epoch: 56, loss@min: 0.967734, loss@max: 1.408156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.001644, LT: 3.332312, Top1S: 100.000000, Top1T: 37.825058Best acc: 37.825058 Train:epoch: 57, loss@min: 0.958626, loss@max: 1.412949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.001628, LT: 3.294197, Top1S: 100.000000, Top1T: 37.884159Best acc: 37.884159 Train:epoch: 58, loss@min: 0.935889, loss@max: 1.428768, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.001610, LT: 3.261725, Top1S: 100.000000, Top1T: 37.825058 Train:epoch: 59, loss@min: 0.941734, loss@max: 1.398902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.001591, LT: 3.229006, Top1S: 100.000000, Top1T: 37.825058 Train:epoch: 60, loss@min: 0.928988, loss@max: 1.416161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.001576, LT: 3.201558, Top1S: 100.000000, Top1T: 37.943264Best acc: 37.943264 Train:epoch: 61, loss@min: 0.944066, loss@max: 1.388779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.001564, LT: 3.170324, Top1S: 100.000000, Top1T: 38.002365Best acc: 38.002365 Train:epoch: 62, loss@min: 1.000660, loss@max: 1.359347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.001558, LT: 3.146499, Top1S: 100.000000, Top1T: 38.061466Best acc: 38.061466 Train:epoch: 63, loss@min: 0.993832, loss@max: 1.375989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001554, LT: 3.123331, Top1S: 100.000000, Top1T: 38.238770Best acc: 38.238770 Train:epoch: 64, loss@min: 0.965402, loss@max: 1.401591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001551, LT: 3.100464, Top1S: 100.000000, Top1T: 38.356976Best acc: 38.356976 Train:epoch: 65, loss@min: 0.965119, loss@max: 1.399058, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001546, LT: 3.078088, Top1S: 100.000000, Top1T: 38.534279Best acc: 38.534279 Train:epoch: 66, loss@min: 0.938706, loss@max: 1.417311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001539, LT: 3.057310, Top1S: 100.000000, Top1T: 38.888889Best acc: 38.888889 Train:epoch: 67, loss@min: 0.967303, loss@max: 1.386203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001532, LT: 3.036165, Top1S: 100.000000, Top1T: 39.007092Best acc: 39.007092 Train:epoch: 68, loss@min: 0.943122, loss@max: 1.418058, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001525, LT: 3.011300, Top1S: 100.000000, Top1T: 39.125294Best acc: 39.125294 Train:epoch: 69, loss@min: 0.948956, loss@max: 1.408692, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001518, LT: 2.989024, Top1S: 100.000000, Top1T: 39.361702Best acc: 39.361702 Train:epoch: 70, loss@min: 0.957650, loss@max: 1.370146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001510, LT: 2.971023, Top1S: 100.000000, Top1T: 39.302601 Train:epoch: 71, loss@min: 0.955265, loss@max: 1.395183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001502, LT: 2.957204, Top1S: 100.000000, Top1T: 39.361702 Train:epoch: 72, loss@min: 0.969464, loss@max: 1.374274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001493, LT: 2.948111, Top1S: 100.000000, Top1T: 39.420803Best acc: 39.420803 Train:epoch: 73, loss@min: 0.957993, loss@max: 1.387665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001483, LT: 2.938956, Top1S: 100.000000, Top1T: 39.420803 Train:epoch: 74, loss@min: 0.960042, loss@max: 1.376156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001475, LT: 2.930098, Top1S: 100.000000, Top1T: 39.420803 Train:epoch: 75, loss@min: 0.952521, loss@max: 1.378262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.001467, LT: 2.920077, Top1S: 100.000000, Top1T: 39.539005Best acc: 39.539005 Train:epoch: 76, loss@min: 0.948541, loss@max: 1.386745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001462, LT: 2.907450, Top1S: 100.000000, Top1T: 39.716312Best acc: 39.716312 Train:epoch: 77, loss@min: 0.947637, loss@max: 1.377028, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.001459, LT: 2.896170, Top1S: 100.000000, Top1T: 39.834515Best acc: 39.834515 Train:epoch: 78, loss@min: 0.952829, loss@max: 1.377466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.001458, LT: 2.884307, Top1S: 100.000000, Top1T: 39.775414 Train:epoch: 79, loss@min: 0.947051, loss@max: 1.391436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.001456, LT: 2.872990, Top1S: 100.000000, Top1T: 39.893616Best acc: 39.893616 Train:epoch: 80, loss@min: 0.956668, loss@max: 1.380127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001453, LT: 2.862753, Top1S: 100.000000, Top1T: 40.189125Best acc: 40.189125 Train:epoch: 81, loss@min: 0.961079, loss@max: 1.376576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001448, LT: 2.855349, Top1S: 100.000000, Top1T: 40.307327Best acc: 40.307327 Train:epoch: 82, loss@min: 0.950055, loss@max: 1.381518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001442, LT: 2.850007, Top1S: 100.000000, Top1T: 40.189125 Train:epoch: 83, loss@min: 0.947518, loss@max: 1.386870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001435, LT: 2.846073, Top1S: 100.000000, Top1T: 40.070923 Train:epoch: 84, loss@min: 0.951882, loss@max: 1.382974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001429, LT: 2.843191, Top1S: 100.000000, Top1T: 40.070923 Train:epoch: 85, loss@min: 0.964487, loss@max: 1.367385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001422, LT: 2.840697, Top1S: 100.000000, Top1T: 40.070923 Train:epoch: 86, loss@min: 0.942540, loss@max: 1.386056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001415, LT: 2.837785, Top1S: 100.000000, Top1T: 40.189125 Train:epoch: 87, loss@min: 0.949314, loss@max: 1.374983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001409, LT: 2.834805, Top1S: 100.000000, Top1T: 40.189125 Train:epoch: 88, loss@min: 0.932766, loss@max: 1.389259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001404, LT: 2.830002, Top1S: 100.000000, Top1T: 40.307327 Train:epoch: 89, loss@min: 0.935391, loss@max: 1.394510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001400, LT: 2.823582, Top1S: 100.000000, Top1T: 40.425533Best acc: 40.425533 Train:epoch: 90, loss@min: 0.953063, loss@max: 1.369935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001397, LT: 2.817434, Top1S: 100.000000, Top1T: 40.425533 Train:epoch: 91, loss@min: 0.959649, loss@max: 1.367154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001395, LT: 2.810567, Top1S: 100.000000, Top1T: 40.366432 Train:epoch: 92, loss@min: 0.973361, loss@max: 1.352771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001394, LT: 2.803588, Top1S: 100.000000, Top1T: 40.425533 Train:epoch: 93, loss@min: 0.950772, loss@max: 1.365672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001393, LT: 2.797775, Top1S: 100.000000, Top1T: 40.661938Best acc: 40.661938 Train:epoch: 94, loss@min: 0.955048, loss@max: 1.366033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001392, LT: 2.792815, Top1S: 100.000000, Top1T: 40.780144Best acc: 40.780144 Train:epoch: 95, loss@min: 0.952224, loss@max: 1.365941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001391, LT: 2.788916, Top1S: 100.000000, Top1T: 40.780144 Train:epoch: 96, loss@min: 0.951451, loss@max: 1.366317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001388, LT: 2.785702, Top1S: 100.000000, Top1T: 40.898346Best acc: 40.898346 Train:epoch: 97, loss@min: 0.945842, loss@max: 1.369664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001385, LT: 2.783525, Top1S: 100.000000, Top1T: 40.839245 Train:epoch: 98, loss@min: 0.963549, loss@max: 1.354641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001381, LT: 2.782210, Top1S: 100.000000, Top1T: 40.780144 Train:epoch: 99, loss@min: 0.959228, loss@max: 1.358702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001377, LT: 2.781194, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 100, loss@min: 0.948280, loss@max: 1.366363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001373, LT: 2.779780, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 101, loss@min: 0.943630, loss@max: 1.376140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001369, LT: 2.779003, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 102, loss@min: 0.952635, loss@max: 1.363356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001365, LT: 2.778801, Top1S: 100.000000, Top1T: 40.661938 Train:epoch: 103, loss@min: 0.939708, loss@max: 1.377312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001362, LT: 2.777894, Top1S: 100.000000, Top1T: 40.543736 Train:epoch: 104, loss@min: 0.949124, loss@max: 1.369589, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Thu Jul 20 00:49:26 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Thu Jul 20 00:51:59 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 25} ------------------------------------------- Thu Jul 20 00:53:18 2023 ------------------------------------------- Train:epoch: 1, loss@min: 31.414665, loss@max: 17.171955, Top1S acc: 100.000000, Top1T acc: 40.425533 Train:epoch: 2, loss@min: 13.810851, loss@max: 9.328197, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 3, loss@min: 9.755646, loss@max: 3.023526, Top1S acc: 100.000000, Top1T acc: 74.468086 Train:epoch: 4, loss@min: 6.844236, loss@max: 2.501989, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 5, loss@min: 4.341712, loss@max: 4.372353, Top1S acc: 100.000000, Top1T acc: 82.978722 Train:epoch: 6, loss@min: 1.929257, loss@max: 4.570292, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 7, loss@min: 1.021189, loss@max: 3.868469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.243650, loss@max: 3.105379, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 9, loss@min: 1.353013, loss@max: 2.223726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 2.488775, loss@max: 1.891441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 2.459271, loss@max: 1.927090, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 12, loss@min: 1.075986, loss@max: 1.999198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.431832, loss@max: 2.669907, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 14, loss@min: 1.711948, loss@max: 2.736327, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 15, loss@min: 1.770764, loss@max: 2.446580, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 16, loss@min: 1.369578, loss@max: 2.030984, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 17, loss@min: 1.163645, loss@max: 1.898700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.290480, loss@max: 1.884693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.372385, loss@max: 1.790220, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.223047, loss@max: 1.715858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.085594, loss@max: 1.722240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.117864, loss@max: 1.775159, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.217566, loss@max: 1.705714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.581543, loss@max: 1.778556, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 25, loss@min: 0.961903, loss@max: 1.806649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.000000, LT: 32.044591, Top1S: 100.000000, Top1T: 35.579197Best acc: 35.579197 Train:epoch: 26, loss@min: 0.896367, loss@max: 1.801133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.000000, LT: 32.771912, Top1S: 100.000000, Top1T: 35.047283 Train:epoch: 27, loss@min: 0.943262, loss@max: 1.664575, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.000000, LT: 33.529978, Top1S: 100.000000, Top1T: 34.397163 Train:epoch: 28, loss@min: 1.252638, loss@max: 1.513173, Top1S acc: 100.000000, Top1T acc: 97.872337{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 00:55:02 2023 ------------------------------------------- Train:epoch: 1, loss@min: 31.414654, loss@max: 17.171946, Top1S acc: 100.000000, Top1T acc: 40.425533 Train:epoch: 2, loss@min: 13.810854, loss@max: 9.328182, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 3, loss@min: 9.755611, loss@max: 3.023518, Top1S acc: 100.000000, Top1T acc: 74.468086 Train:epoch: 4, loss@min: 6.844229, loss@max: 2.501989, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 5, loss@min: 4.341832, loss@max: 4.372361, Top1S acc: 100.000000, Top1T acc: 82.978722 Train:epoch: 6, loss@min: 1.929329, loss@max: 4.570244, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 7, loss@min: 1.020993, loss@max: 3.868465, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.243669, loss@max: 3.105462, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 9, loss@min: 1.353039, loss@max: 2.223470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 2.488921, loss@max: 1.890985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 2.459444, loss@max: 1.926853, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 12, loss@min: 1.074750, loss@max: 1.999396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.431697, loss@max: 2.670528, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 14, loss@min: 1.711941, loss@max: 2.736159, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 15, loss@min: 1.771196, loss@max: 2.445953, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 16, loss@min: 1.369168, loss@max: 2.030828, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 17, loss@min: 1.163056, loss@max: 1.899175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.290358, loss@max: 1.884708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.372673, loss@max: 1.789896, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.223495, loss@max: 1.715962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.084778, loss@max: 1.722551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.117923, loss@max: 1.775311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.218100, loss@max: 1.705276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.581832, loss@max: 1.778075, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 25, loss@min: 0.961557, loss@max: 1.806773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.907058, loss@max: 1.792283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.953494, loss@max: 1.629534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.135233, loss@max: 1.496122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.138566, loss@max: 1.419887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.126613, loss@max: 1.477714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.066495, loss@max: 1.489798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.262886, loss@max: 1.514689, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 33, loss@min: 0.987815, loss@max: 1.541149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.916727, loss@max: 1.615113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.897851, loss@max: 1.633343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.948188, loss@max: 1.514199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.336755, loss@max: 1.555952, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 38, loss@min: 1.038145, loss@max: 1.396408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.395713, loss@max: 1.496801, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 40, loss@min: 1.000993, loss@max: 1.421098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.208863, loss@max: 1.464966, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 42, loss@min: 0.997712, loss@max: 1.451431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.949525, loss@max: 1.471127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.927312, loss@max: 1.458911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.986159, loss@max: 1.401997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.947080, loss@max: 1.436322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.959536, loss@max: 1.446103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.022280, loss@max: 1.437770, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 49, loss@min: 0.978751, loss@max: 1.405525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.001646, loss@max: 1.394305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.000783, loss@max: 1.395337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.127909, loss@max: 1.453203, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 53, loss@min: 0.967773, loss@max: 1.401095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.963013, loss@max: 1.427851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.164267, loss@max: 1.536744, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 56, loss@min: 1.445529, loss@max: 1.600335, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 57, loss@min: 0.910526, loss@max: 1.441822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.943682, loss@max: 1.445728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.020449, loss@max: 1.369724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.018628, loss@max: 1.332970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.999894, loss@max: 1.345726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.968787, loss@max: 1.389628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.965502, loss@max: 1.381130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.926033, loss@max: 1.416230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.519803, loss@max: 1.564231, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 66, loss@min: 0.929374, loss@max: 1.437476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.917201, loss@max: 1.454731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.940978, loss@max: 1.423592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.940413, loss@max: 1.391834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.960512, loss@max: 1.378949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.012685, loss@max: 1.341652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.014145, loss@max: 1.337458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.986993, loss@max: 1.347717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.939662, loss@max: 1.395617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.931009, loss@max: 1.402652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.926635, loss@max: 1.437555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.907723, loss@max: 1.434080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.923629, loss@max: 1.423980, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.983168, loss@max: 1.386454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.961462, loss@max: 1.372792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000000, LT: 35.183573, Top1S: 100.000000, Top1T: 35.460995Best acc: 35.460995 Train:epoch: 81, loss@min: 0.998578, loss@max: 1.337513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000000, LT: 35.215410, Top1S: 100.000000, Top1T: 35.460995 Train:epoch: 82, loss@min: 0.972428, loss@max: 1.372210, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 00:59:43 2023 ------------------------------------------- Train:epoch: 1, loss@min: 144.491989, loss@max: 46.000893, Top1S acc: 70.212761, Top1T acc: 44.680851 Train:epoch: 2, loss@min: 110.306396, loss@max: 34.330433, Top1S acc: 72.340424, Top1T acc: 57.446808 Train:epoch: 3, loss@min: 87.190430, loss@max: 23.361067, Top1S acc: 82.978722, Top1T acc: 78.723404 Train:epoch: 4, loss@min: 67.929871, loss@max: 18.802891, Top1S acc: 82.978722, Top1T acc: 89.361702 Train:epoch: 5, loss@min: 55.652542, loss@max: 17.089470, Top1S acc: 82.978722, Top1T acc: 87.234039 Train:epoch: 6, loss@min: 43.682514, loss@max: 14.302523, Top1S acc: 82.978722, Top1T acc: 93.617020 Train:epoch: 7, loss@min: 32.190987, loss@max: 11.745637, Top1S acc: 87.234039, Top1T acc: 97.872337 Train:epoch: 8, loss@min: 24.676609, loss@max: 9.478466, Top1S acc: 89.361702, Top1T acc: 97.872337 Train:epoch: 9, loss@min: 18.281507, loss@max: 7.419738, Top1S acc: 91.489357, Top1T acc: 95.744675 Train:epoch: 10, loss@min: 12.742295, loss@max: 5.907627, Top1S acc: 91.489357, Top1T acc: 97.872337 Train:epoch: 11, loss@min: 6.604439, loss@max: 4.640396, Top1S acc: 91.489357, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 2.632803, loss@max: 3.781785, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.220414, loss@max: 3.212892, Top1S acc: 97.872337, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 2.026699, loss@max: 3.075573, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 15, loss@min: 1.739690, loss@max: 2.784297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.566773, loss@max: 2.461854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 2.968101, loss@max: 2.600320, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 18, loss@min: 1.437253, loss@max: 2.130531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.432625, loss@max: 2.062592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.392982, loss@max: 2.120144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.283518, loss@max: 2.096298, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.173136, loss@max: 1.900994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.189813, loss@max: 1.822293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.521554, loss@max: 1.826466, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 25, loss@min: 1.240359, loss@max: 1.842459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.089463, loss@max: 1.909079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.938627, loss@max: 1.906520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.021841, loss@max: 1.824203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.195479, loss@max: 1.665839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.280371, loss@max: 1.595334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.087562, loss@max: 1.602764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.757323, loss@max: 1.787514, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 33, loss@min: 1.084023, loss@max: 1.650130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.056926, loss@max: 1.655470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.028668, loss@max: 1.578924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.104308, loss@max: 1.504061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.033515, loss@max: 1.579234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.008772, loss@max: 1.642555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.041644, loss@max: 1.570512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.021381, loss@max: 1.477232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.044561, loss@max: 1.447755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.010835, loss@max: 1.501126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.024619, loss@max: 1.512811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.954562, loss@max: 1.500688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.001085, loss@max: 1.445440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.025797, loss@max: 1.455853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.999893, loss@max: 1.489680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.971406, loss@max: 1.488687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.994834, loss@max: 1.434587, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.990211, loss@max: 1.392140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.039864, loss@max: 1.471523, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 52, loss@min: 0.935227, loss@max: 1.456280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.909182, loss@max: 1.466945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.989642, loss@max: 1.443089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.988849, loss@max: 1.400410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.988235, loss@max: 1.377961, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.994882, loss@max: 1.372703, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.988075, loss@max: 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0.958858, loss@max: 1.399048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.982137, loss@max: 1.367121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.981656, loss@max: 1.357425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.957970, loss@max: 1.369697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.936007, loss@max: 1.400964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.948913, loss@max: 1.403543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.922733, loss@max: 1.409340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.935675, loss@max: 1.407702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.946457, loss@max: 1.374659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.976694, loss@max: 1.347673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.963724, loss@max: 1.366240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.958363, loss@max: 1.375777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.965380, loss@max: 1.363042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000000, LT: 44.130592, Top1S: 100.000000, Top1T: 39.302601Best acc: 39.302601 Train:epoch: 81, loss@min: 0.951417, loss@max: 1.369884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000000, LT: 44.129287, Top1S: 100.000000, Top1T: 39.302601 Train:epoch: 82, loss@min: 0.944038, loss@max: 1.373063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000000, LT: 44.128551, Top1S: 100.000000, Top1T: 39.361702Best acc: 39.361702 Train:epoch: 83, loss@min: 0.938539, loss@max: 1.388365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000000, LT: 44.129136, Top1S: 100.000000, Top1T: 39.479904Best acc: 39.479904 Train:epoch: 84, loss@min: 0.950527, loss@max: 1.383647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000000, LT: 44.053857, Top1S: 100.000000, Top1T: 39.420803 Train:epoch: 85, loss@min: 0.936065, loss@max: 1.400118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000000, LT: 43.994427, Top1S: 100.000000, Top1T: 39.479904 Train:epoch: 86, loss@min: 0.952001, loss@max: 1.368357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000000, LT: 43.948808, Top1S: 100.000000, Top1T: 39.539005Best acc: 39.539005 Train:epoch: 87, loss@min: 0.948146, loss@max: 1.369228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000000, LT: 43.913108, Top1S: 100.000000, Top1T: 39.539005 Train:epoch: 88, loss@min: 0.954802, loss@max: 1.363604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000000, LT: 43.882819, Top1S: 100.000000, Top1T: 39.539005 Train:epoch: 89, loss@min: 0.970380, loss@max: 1.351282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000000, LT: 43.861183, Top1S: 100.000000, Top1T: 39.598110Best acc: 39.598110 Train:epoch: 90, loss@min: 0.955267, loss@max: 1.361014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000000, LT: 43.845565, Top1S: 100.000000, Top1T: 39.539005 Train:epoch: 91, loss@min: 0.927410, loss@max: 1.384429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000000, LT: 43.832677, Top1S: 100.000000, Top1T: 39.657211Best acc: 39.657211 Train:epoch: 92, loss@min: 0.944228, loss@max: 1.374617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000000, LT: 43.822541, Top1S: 100.000000, Top1T: 39.598110 Train:epoch: 93, loss@min: 0.937263, loss@max: 1.374233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000000, LT: 43.816246, Top1S: 100.000000, Top1T: 39.657211 Train:epoch: 94, loss@min: 0.951740, loss@max: 1.370739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000000, LT: 43.811301, Top1S: 100.000000, Top1T: 39.657211 Train:epoch: 95, loss@min: 0.947084, loss@max: 1.362008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000000, LT: 43.810272, Top1S: 100.000000, Top1T: 39.657211 Train:epoch: 96, loss@min: 0.944723, loss@max: 1.363627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000000, LT: 43.811778, Top1S: 100.000000, Top1T: 39.775414Best acc: 39.775414 Train:epoch: 97, loss@min: 0.968543, loss@max: 1.341314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000000, LT: 43.814046, Top1S: 100.000000, Top1T: 39.775414 Train:epoch: 98, loss@min: 0.957259, loss@max: 1.354718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000000, LT: 43.814551, Top1S: 100.000000, Top1T: 39.834515Best acc: 39.834515 Train:epoch: 99, loss@min: 0.939962, loss@max: 1.375472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000000, LT: 43.813332, Top1S: 100.000000, Top1T: 39.834515 Train:epoch: 100, loss@min: 0.944118, loss@max: 1.366717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000000, LT: 43.812197, Top1S: 100.000000, Top1T: 39.775414 Train:epoch: 101, loss@min: 0.939011, loss@max: 1.370001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000000, LT: 43.811096, Top1S: 100.000000, Top1T: 39.775414 Train:epoch: 102, loss@min: 0.944049, loss@max: 1.369706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000000, LT: 43.809494, Top1S: 100.000000, Top1T: 39.775414 Train:epoch: 103, loss@min: 0.949701, loss@max: 1.359521, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 01:10:24 2023 ------------------------------------------- Train:epoch: 1, loss@min: 13.813072, loss@max: 5.923485, Top1S acc: 6.382978, Top1T acc: 40.425533 Train:epoch: 2, loss@min: 8.684572, loss@max: 6.148730, Top1S acc: 29.787233, Top1T acc: 85.106377 Train:epoch: 3, loss@min: 6.981390, loss@max: 6.150578, Top1S acc: 51.063828, Top1T acc: 87.234039 Train:epoch: 4, loss@min: 5.490473, loss@max: 5.344212, Top1S acc: 72.340424, Top1T acc: 95.744675 Train:epoch: 5, loss@min: 4.669875, loss@max: 4.403610, Top1S acc: 85.106377, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 4.149633, loss@max: 3.801527, Top1S acc: 91.489357, Top1T acc: 97.872337 Train:epoch: 7, loss@min: 3.400483, loss@max: 3.449110, Top1S acc: 97.872337, Top1T acc: 97.872337 Train:epoch: 8, loss@min: 2.384699, loss@max: 3.459041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.475563, loss@max: 3.979004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.137277, loss@max: 3.908786, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.973973, loss@max: 3.713643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.168131, loss@max: 3.331244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.249551, loss@max: 2.851042, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 14, loss@min: 1.335408, loss@max: 2.662167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.372932, loss@max: 2.491436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.150417, loss@max: 2.432773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.986008, loss@max: 2.344169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.068403, loss@max: 2.223908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.236722, loss@max: 2.049959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.356705, loss@max: 2.056016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.346761, loss@max: 1.879644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.288049, loss@max: 1.891646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.299153, loss@max: 1.880631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.208197, loss@max: 1.846504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.193889, loss@max: 1.786535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.090866, loss@max: 1.868569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.086249, loss@max: 1.769167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.167520, loss@max: 1.813895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.231238, loss@max: 1.756599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.120834, loss@max: 1.743870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.922292, loss@max: 1.889859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.934669, loss@max: 1.924871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.936803, loss@max: 1.934701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.920904, loss@max: 1.872685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.921366, loss@max: 1.832774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.039759, loss@max: 1.715593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.099244, loss@max: 1.655713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.271659, loss@max: 1.577074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.148642, loss@max: 1.612856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.144328, loss@max: 1.656077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.048586, loss@max: 1.712122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.985198, loss@max: 1.727143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.999960, loss@max: 1.692763, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.986881, loss@max: 1.612513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.026315, loss@max: 1.619951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.051925, loss@max: 1.551117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.113582, loss@max: 1.521340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.055303, loss@max: 1.549155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.025477, loss@max: 1.580550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.003094, loss@max: 1.629845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.979748, loss@max: 1.623881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.948803, loss@max: 1.675922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.908676, loss@max: 1.661650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.901280, loss@max: 1.619526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.927603, loss@max: 1.677296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.079285, loss@max: 1.530830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.083612, loss@max: 1.451932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.044368, loss@max: 1.458684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.109473, loss@max: 1.433179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.055920, loss@max: 1.558341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.959207, loss@max: 1.555893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.933974, loss@max: 1.607143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.972389, loss@max: 1.583611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.980557, loss@max: 1.576895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.994783, loss@max: 1.557785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.996599, loss@max: 1.521859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.049228, loss@max: 1.487531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.972394, loss@max: 1.525558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.967967, loss@max: 1.574003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.974145, loss@max: 1.544637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.010790, loss@max: 1.536158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.034198, loss@max: 1.448764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.049506, loss@max: 1.479782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.982491, loss@max: 1.539453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.012316, loss@max: 1.500814, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.959184, loss@max: 1.552083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.973300, loss@max: 1.494758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.938637, loss@max: 1.527048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.948119, loss@max: 1.528694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.938524, loss@max: 1.554155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.004263, LT: 2.616278, Top1S: 100.000000, Top1T: 37.588654Best acc: 37.588654 Train:epoch: 81, loss@min: 0.990075, loss@max: 1.509733, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.004247, LT: 2.605252, Top1S: 100.000000, Top1T: 38.061466Best acc: 38.061466 Train:epoch: 82, loss@min: 0.993611, loss@max: 1.453318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.004231, LT: 2.589682, Top1S: 100.000000, Top1T: 38.416077Best acc: 38.416077 Train:epoch: 83, loss@min: 1.075478, loss@max: 1.438055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.004216, LT: 2.572059, Top1S: 100.000000, Top1T: 38.770687Best acc: 38.770687 Train:epoch: 84, loss@min: 1.056596, loss@max: 1.472645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.004201, LT: 2.558602, Top1S: 100.000000, Top1T: 38.356976 Train:epoch: 85, loss@min: 1.076734, loss@max: 1.417610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.004190, LT: 2.553206, Top1S: 100.000000, Top1T: 37.588654 Train:epoch: 86, loss@min: 1.011035, loss@max: 1.451213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.004178, LT: 2.554792, Top1S: 100.000000, Top1T: 37.115841 Train:epoch: 87, loss@min: 0.925395, loss@max: 1.523863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.004166, LT: 2.566945, Top1S: 100.000000, Top1T: 37.234043 Train:epoch: 88, loss@min: 0.921468, loss@max: 1.537314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.004153, LT: 2.577224, Top1S: 100.000000, Top1T: 37.234043 Train:epoch: 89, loss@min: 1.008563, loss@max: 1.479198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.004141, LT: 2.582320, Top1S: 100.000000, Top1T: 37.056736 Train:epoch: 90, loss@min: 0.965684, loss@max: 1.519928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.004129, LT: 2.582237, Top1S: 100.000000, Top1T: 36.938534 Train:epoch: 91, loss@min: 0.914214, loss@max: 1.518951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.004115, LT: 2.579960, Top1S: 100.000000, Top1T: 37.174942 Train:epoch: 92, loss@min: 0.891553, loss@max: 1.528306, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 01:43:39 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.083559, loss@max: 2.057126, Top1S acc: 100.000000, Top1T acc: 67.187500 Train:epoch: 2, loss@min: 2.261189, loss@max: 1.475255, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 3, loss@min: 1.787001, loss@max: 1.348593, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 4, loss@min: 1.281260, loss@max: 1.326329, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 5, loss@min: 1.070572, loss@max: 1.326809, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 6, loss@min: 1.025038, loss@max: 1.264650, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 7, loss@min: 1.101483, loss@max: 1.170155, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 8, loss@min: 0.965160, loss@max: 1.235639, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 9, loss@min: 0.928126, loss@max: 1.224288, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 0.952602, loss@max: 1.242311, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 0.926935, loss@max: 1.259034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.925161, loss@max: 1.287123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.953513, loss@max: 1.264845, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 0.951288, loss@max: 1.312983, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.932600, loss@max: 1.346041, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.975732, loss@max: 1.300237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.899603, loss@max: 1.402167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.991211, loss@max: 1.299091, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.940067, loss@max: 1.355031, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.927864, loss@max: 1.351111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.995002, loss@max: 1.312844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.913409, loss@max: 1.340410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.932529, loss@max: 1.358530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.929144, loss@max: 1.348600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.951475, loss@max: 1.339857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.955327, loss@max: 1.336665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.947463, loss@max: 1.326484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.943993, loss@max: 1.364829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.961055, loss@max: 1.314197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.928660, loss@max: 1.354712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.929150, loss@max: 1.369871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.936176, loss@max: 1.359590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.974868, loss@max: 1.326532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.947634, loss@max: 1.338262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.924808, loss@max: 1.381361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.954031, loss@max: 1.334499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.935821, loss@max: 1.369796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.943099, loss@max: 1.355900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.949375, loss@max: 1.351108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.933782, loss@max: 1.373821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.964586, loss@max: 1.336323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.933688, loss@max: 1.383610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.942544, loss@max: 1.373044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.957991, loss@max: 1.348313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.948455, loss@max: 1.359573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.940741, loss@max: 1.365327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.966647, loss@max: 1.345203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.950119, loss@max: 1.358607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944363, loss@max: 1.370577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.958216, loss@max: 1.354317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.948254, loss@max: 1.355507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.949509, loss@max: 1.364450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.951191, loss@max: 1.361116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.937661, loss@max: 1.367852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943710, loss@max: 1.367660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.954216, loss@max: 1.355084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.953577, loss@max: 1.364935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.949316, loss@max: 1.365334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953451, loss@max: 1.358471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.941882, loss@max: 1.368223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.939109, loss@max: 1.377324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954158, loss@max: 1.364829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.955952, loss@max: 1.357227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.935800, loss@max: 1.374500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.949229, loss@max: 1.364413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.952773, loss@max: 1.356968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.942048, loss@max: 1.371565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.943442, loss@max: 1.369851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.949839, loss@max: 1.363547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.945247, loss@max: 1.366834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.943909, loss@max: 1.364900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.946589, loss@max: 1.363232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.946614, loss@max: 1.364410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.943977, loss@max: 1.367486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.952232, loss@max: 1.361848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.943022, loss@max: 1.369074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.949735, loss@max: 1.360714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.952572, loss@max: 1.355800, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.948186, loss@max: 1.362317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.941587, loss@max: 1.370026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000625, LT: 1.775815, Top1S: 100.000000, Top1T: 66.371155Best acc: 66.371155 Train:epoch: 81, loss@min: 0.940483, loss@max: 1.369138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000619, LT: 1.777553, Top1S: 100.000000, Top1T: 66.666664Best acc: 66.666664 Train:epoch: 82, loss@min: 0.949752, loss@max: 1.359750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000616, LT: 1.780365, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 83, loss@min: 0.949125, loss@max: 1.359702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000614, LT: 1.785958, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 84, loss@min: 0.944947, loss@max: 1.365409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000609, LT: 1.788172, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 85, loss@min: 0.954749, loss@max: 1.353903, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000607, LT: 1.790614, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 86, loss@min: 0.946331, loss@max: 1.362966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000606, LT: 1.795141, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 87, loss@min: 0.939355, loss@max: 1.370458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000601, LT: 1.797273, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 88, loss@min: 0.951421, loss@max: 1.356715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000597, LT: 1.798830, Top1S: 100.000000, Top1T: 66.725769Best acc: 66.725769 Train:epoch: 89, loss@min: 0.948588, loss@max: 1.358010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000596, LT: 1.801299, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 90, loss@min: 0.948218, loss@max: 1.358620, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 02:03:57 2023 ------------------------------------------- Train:epoch: 1, loss@min: 16.328150, loss@max: 4.512946, Top1S acc: 100.000000, Top1T acc: 51.063828 Train:epoch: 2, loss@min: 16.261015, loss@max: 4.580336, Top1S acc: 100.000000, Top1T acc: 68.085106 Train:epoch: 3, loss@min: 16.196140, loss@max: 4.648044, Top1S acc: 100.000000, Top1T acc: 78.723404 Train:epoch: 4, loss@min: 16.133663, loss@max: 4.715710, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 5, loss@min: 16.063293, loss@max: 4.780763, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 6, loss@min: 15.995989, loss@max: 4.846465, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 7, loss@min: 15.925858, loss@max: 4.909388, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 8, loss@min: 15.857934, loss@max: 4.972199, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 9, loss@min: 15.772053, loss@max: 5.030142, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 10, loss@min: 15.706202, loss@max: 5.091008, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 15.617722, loss@max: 5.145719, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 12, loss@min: 15.559392, loss@max: 5.205604, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 13, loss@min: 15.460615, loss@max: 5.254140, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 14, loss@min: 15.391162, loss@max: 5.308066, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 15, loss@min: 15.291878, loss@max: 5.352664, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 16, loss@min: 15.189894, loss@max: 5.396318, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 17, loss@min: 15.106283, loss@max: 5.441863, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 18, loss@min: 15.005235, loss@max: 5.482455, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 19, loss@min: 14.885600, loss@max: 5.515195, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 20, loss@min: 14.814219, loss@max: 5.556555, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 21, loss@min: 14.709263, loss@max: 5.590131, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 22, loss@min: 14.579208, loss@max: 5.612978, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 23, loss@min: 14.481051, loss@max: 5.644549, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 24, loss@min: 14.403831, loss@max: 5.676739, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 25, loss@min: 14.235711, loss@max: 5.688148, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 26, loss@min: 14.145951, loss@max: 5.714910, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 27, loss@min: 14.047199, loss@max: 5.735945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 13.893802, loss@max: 5.743761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 13.787267, loss@max: 5.760173, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 30, loss@min: 13.643105, loss@max: 5.763659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 13.518488, loss@max: 5.775454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 13.405882, loss@max: 5.782739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 13.184337, loss@max: 5.763300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 13.045223, loss@max: 5.759959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 12.892119, loss@max: 5.758545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 12.792786, loss@max: 5.757778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 12.634840, loss@max: 5.745767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 12.503278, loss@max: 5.740042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 12.365284, loss@max: 5.726789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 12.198993, loss@max: 5.704635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 12.092752, loss@max: 5.690920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 11.860440, loss@max: 5.652320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 11.715626, loss@max: 5.628280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 11.550639, loss@max: 5.594938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 11.435122, loss@max: 5.577520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 11.280163, loss@max: 5.544434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 11.091060, loss@max: 5.497083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 10.933363, loss@max: 5.459398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 10.830511, loss@max: 5.430202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 10.664082, loss@max: 5.378185, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 10.531384, loss@max: 5.346097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 10.415945, loss@max: 5.308959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 10.224863, loss@max: 5.238180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 10.121119, loss@max: 5.207909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 10.026344, loss@max: 5.160301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 9.866146, loss@max: 5.113201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 9.827221, loss@max: 5.073966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 9.613265, loss@max: 4.993401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 9.579696, loss@max: 4.968929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 9.451100, loss@max: 4.902128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 9.323253, loss@max: 4.842702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 9.221684, loss@max: 4.776122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 9.168050, loss@max: 4.742218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 9.122195, loss@max: 4.711792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 8.980268, loss@max: 4.625170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 8.936785, loss@max: 4.602929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 8.898619, loss@max: 4.552580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 8.855906, loss@max: 4.540994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 8.680837, loss@max: 4.401759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 8.639510, loss@max: 4.377173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 8.558236, loss@max: 4.310897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 8.526956, loss@max: 4.263150, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 8.452702, loss@max: 4.209603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 8.419510, loss@max: 4.164507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 8.412061, loss@max: 4.148472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 8.384577, loss@max: 4.120447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 8.324262, loss@max: 4.059886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 8.300221, loss@max: 4.018338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 8.288266, loss@max: 3.997907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 8.236092, loss@max: 3.936531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 3.302777, LT: 2.481982, Top1S: 100.000000, Top1T: 38.593380Best acc: 38.593380 Train:epoch: 81, loss@min: 8.235271, loss@max: 3.921454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 3.300259, LT: 2.476916, Top1S: 100.000000, Top1T: 38.593380 Train:epoch: 82, loss@min: 8.219655, loss@max: 3.910114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 3.297805, LT: 2.472046, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 83, loss@min: 8.155233, loss@max: 3.842684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 3.295415, LT: 2.467473, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 84, loss@min: 8.182042, loss@max: 3.851883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 3.293091, LT: 2.463199, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 85, loss@min: 8.155107, loss@max: 3.804540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 3.290831, LT: 2.459234, Top1S: 100.000000, Top1T: 38.416077 Train:epoch: 86, loss@min: 8.122036, loss@max: 3.763963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 3.288633, LT: 2.455491, Top1S: 100.000000, Top1T: 38.356976 Train:epoch: 87, loss@min: 8.078895, loss@max: 3.732944, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 3.286497, LT: 2.452051, Top1S: 100.000000, Top1T: 38.297871 Train:epoch: 88, loss@min: 8.061296, loss@max: 3.692028, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 90} ------------------------------------------- Thu Jul 20 02:08:16 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.569833, loss@max: 2.041420, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.737159, loss@max: 1.743044, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.193694, loss@max: 1.571515, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.924670, loss@max: 1.451747, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.894867, loss@max: 1.344644, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 0.907802, loss@max: 1.312354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.956321, loss@max: 1.212828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.997056, loss@max: 1.158758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.019014, loss@max: 1.143799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.044206, loss@max: 1.198156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.918311, loss@max: 1.261195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.851317, loss@max: 1.339796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.869818, loss@max: 1.392550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.913747, loss@max: 1.334041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.940439, loss@max: 1.377507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.943502, loss@max: 1.382186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.894018, loss@max: 1.415909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.991902, loss@max: 1.380917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.941923, loss@max: 1.324172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.001104, loss@max: 1.261517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.952239, loss@max: 1.381375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.958566, loss@max: 1.397288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.908015, loss@max: 1.444177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.931090, loss@max: 1.353524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.054458, loss@max: 1.335761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.037380, loss@max: 1.340740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.908276, loss@max: 1.477787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.888235, loss@max: 1.542880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.904956, loss@max: 1.503553, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.949665, loss@max: 1.356651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.972570, loss@max: 1.324167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.004718, loss@max: 1.334219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.028344, loss@max: 1.413501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.981059, loss@max: 1.385595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.916150, loss@max: 1.408244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.958348, loss@max: 1.494203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.961967, loss@max: 1.433822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.024150, loss@max: 1.410594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.929717, loss@max: 1.465096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.889391, loss@max: 1.493654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.995086, loss@max: 1.435091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.025783, loss@max: 1.413154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.047614, loss@max: 1.450505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.986051, loss@max: 1.408849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.986801, loss@max: 1.422931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.007356, loss@max: 1.407439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.925179, loss@max: 1.537179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.955289, loss@max: 1.469673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.961942, loss@max: 1.590762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.972107, loss@max: 1.476213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.003530, loss@max: 1.463372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.975297, loss@max: 1.480902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.977604, loss@max: 1.483490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.962116, loss@max: 1.560983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.958568, loss@max: 1.525479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.019336, loss@max: 1.476930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.053164, loss@max: 1.461892, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.983671, loss@max: 1.503494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.960083, loss@max: 1.469990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.016044, loss@max: 1.472076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.999298, loss@max: 1.480438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.024138, loss@max: 1.393523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.939067, loss@max: 1.506033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.901314, loss@max: 1.557124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.966342, loss@max: 1.452810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.960430, loss@max: 1.481168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.925690, loss@max: 1.506518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.981404, loss@max: 1.413909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.073889, loss@max: 1.392771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.050983, loss@max: 1.385977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.940644, loss@max: 1.475853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.974730, loss@max: 1.459664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.949354, loss@max: 1.447625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.948254, loss@max: 1.474277, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.967811, loss@max: 1.451213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.962283, loss@max: 1.499571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.965969, loss@max: 1.433402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.999968, loss@max: 1.424493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.952837, loss@max: 1.433368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.973459, loss@max: 1.455119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.992869, loss@max: 1.436133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.964214, loss@max: 1.440542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.961440, loss@max: 1.429722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.964378, loss@max: 1.425385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.983223, loss@max: 1.398739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.968308, loss@max: 1.430763, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.966109, loss@max: 1.393559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.954811, loss@max: 1.432392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.964955, loss@max: 1.428416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.995712, loss@max: 1.383207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001245, LT: 2.476249, Top1S: 100.000000, Top1T: 44.267139Best acc: 44.267139 Train:epoch: 91, loss@min: 0.977418, loss@max: 1.384057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001242, LT: 2.474427, Top1S: 100.000000, Top1T: 44.503548Best acc: 44.503548 Train:epoch: 92, loss@min: 0.955377, loss@max: 1.450169, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001239, LT: 2.471914, Top1S: 100.000000, Top1T: 44.680851Best acc: 44.680851 Train:epoch: 93, loss@min: 0.929214, loss@max: 1.469254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001234, LT: 2.468767, Top1S: 100.000000, Top1T: 44.621750 Train:epoch: 94, loss@min: 0.953549, loss@max: 1.407104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001229, LT: 2.465494, Top1S: 100.000000, Top1T: 44.621750 Train:epoch: 95, loss@min: 0.925300, loss@max: 1.450772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001225, LT: 2.462975, Top1S: 100.000000, Top1T: 44.444443 Train:epoch: 96, loss@min: 0.925823, loss@max: 1.445717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001221, LT: 2.461895, Top1S: 100.000000, Top1T: 44.503548 Train:epoch: 97, loss@min: 0.967130, loss@max: 1.389436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001218, LT: 2.461748, Top1S: 100.000000, Top1T: 44.562649 Train:epoch: 98, loss@min: 0.972191, loss@max: 1.385454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001215, LT: 2.461343, Top1S: 100.000000, Top1T: 44.621750 Train:epoch: 99, loss@min: 0.988440, loss@max: 1.378327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001212, LT: 2.460559, Top1S: 100.000000, Top1T: 44.503548 Train:epoch: 100, loss@min: 0.967120, loss@max: 1.390177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001210, LT: 2.459313, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 101, loss@min: 0.972790, loss@max: 1.387912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001208, LT: 2.457687, Top1S: 100.000000, Top1T: 44.503548 Train:epoch: 102, loss@min: 0.966691, loss@max: 1.401239, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 30} ------------------------------------------- Thu Jul 20 02:14:19 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.569833, loss@max: 2.041420, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.737159, loss@max: 1.743044, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.193694, loss@max: 1.571515, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.924670, loss@max: 1.451747, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.894867, loss@max: 1.344644, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 0.907802, loss@max: 1.312354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.956321, loss@max: 1.212828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.997056, loss@max: 1.158758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.019014, loss@max: 1.143799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.044206, loss@max: 1.198156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.918311, loss@max: 1.261195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.851317, loss@max: 1.339796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.869818, loss@max: 1.392550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.913747, loss@max: 1.334041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.940439, loss@max: 1.377507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.943502, loss@max: 1.382186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.894018, loss@max: 1.415909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.991902, loss@max: 1.380917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.941923, loss@max: 1.324172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.001104, loss@max: 1.261517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.952239, loss@max: 1.381375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.958566, loss@max: 1.397288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.908015, loss@max: 1.444177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.931090, loss@max: 1.353524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.054458, loss@max: 1.335761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.037380, loss@max: 1.340740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.908276, loss@max: 1.477787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.888235, loss@max: 1.542880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.904956, loss@max: 1.503553, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.949665, loss@max: 1.356651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.001981, LT: 2.745343, Top1S: 100.000000, Top1T: 43.026005Best acc: 43.026005 Train:epoch: 31, loss@min: 0.987588, loss@max: 1.346755, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 60} ------------------------------------------- Thu Jul 20 02:15:29 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.569833, loss@max: 2.041420, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.737159, loss@max: 1.743044, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.193694, loss@max: 1.571515, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.924670, loss@max: 1.451747, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.894867, loss@max: 1.344644, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 0.907802, loss@max: 1.312354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.956321, loss@max: 1.212828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.997056, loss@max: 1.158758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.019014, loss@max: 1.143799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.044206, loss@max: 1.198156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.918311, loss@max: 1.261195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.851317, loss@max: 1.339796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.869818, loss@max: 1.392550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.913747, loss@max: 1.334041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.940439, loss@max: 1.377507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.943502, loss@max: 1.382186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.894018, loss@max: 1.415909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.991902, loss@max: 1.380917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.941923, loss@max: 1.324172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.001104, loss@max: 1.261517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.952239, loss@max: 1.381375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.958566, loss@max: 1.397288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.908015, loss@max: 1.444177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.931090, loss@max: 1.353524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.054458, loss@max: 1.335761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.037380, loss@max: 1.340740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.908276, loss@max: 1.477787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.888235, loss@max: 1.542880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.904956, loss@max: 1.503553, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.949665, loss@max: 1.356651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.972570, loss@max: 1.324167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.004718, loss@max: 1.334219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.028344, loss@max: 1.413501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.981059, loss@max: 1.385595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.916150, loss@max: 1.408244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.958348, loss@max: 1.494203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.961967, loss@max: 1.433822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.024150, loss@max: 1.410594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.929717, loss@max: 1.465096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.889391, loss@max: 1.493654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.995086, loss@max: 1.435091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.025783, loss@max: 1.413154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.047614, loss@max: 1.450505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.986051, loss@max: 1.408849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.986801, loss@max: 1.422931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.007356, loss@max: 1.407439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.925179, loss@max: 1.537179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.955289, loss@max: 1.469673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.961942, loss@max: 1.590762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.972107, loss@max: 1.476213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.003530, loss@max: 1.463372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.975297, loss@max: 1.480902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.977604, loss@max: 1.483490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.962116, loss@max: 1.560983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.958568, loss@max: 1.525479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.019336, loss@max: 1.476930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.053164, loss@max: 1.461892, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.983671, loss@max: 1.503494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.960083, loss@max: 1.469990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.016044, loss@max: 1.472076, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.001399, LT: 2.576689, Top1S: 100.000000, Top1T: 44.503548Best acc: 44.503548 Train:epoch: 61, loss@min: 0.957871, loss@max: 1.535522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.001390, LT: 2.576231, Top1S: 100.000000, Top1T: 44.503548 Train:epoch: 62, loss@min: 0.984935, loss@max: 1.507855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.001385, LT: 2.573934, Top1S: 100.000000, Top1T: 44.385342 Train:epoch: 63, loss@min: 0.978730, loss@max: 1.486807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001385, LT: 2.564217, Top1S: 100.000000, Top1T: 44.621750Best acc: 44.621750 Train:epoch: 64, loss@min: 1.031519, loss@max: 1.461318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001385, LT: 2.556624, Top1S: 100.000000, Top1T: 44.444443 Train:epoch: 65, loss@min: 0.982194, loss@max: 1.472959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001380, LT: 2.552626, Top1S: 100.000000, Top1T: 44.680851Best acc: 44.680851 Train:epoch: 66, loss@min: 0.970765, loss@max: 1.490131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001371, LT: 2.554522, Top1S: 100.000000, Top1T: 44.858154Best acc: 44.858154 Train:epoch: 67, loss@min: 0.984625, loss@max: 1.424069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001360, LT: 2.554144, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 68, loss@min: 0.946308, loss@max: 1.515684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001350, LT: 2.548509, Top1S: 100.000000, Top1T: 44.621750 Train:epoch: 69, loss@min: 0.993555, loss@max: 1.498763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001339, LT: 2.537389, Top1S: 100.000000, Top1T: 44.621750 Train:epoch: 70, loss@min: 0.943124, loss@max: 1.472978, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001331, LT: 2.525730, Top1S: 100.000000, Top1T: 44.917259Best acc: 44.917259 Train:epoch: 71, loss@min: 1.037575, loss@max: 1.398176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001325, LT: 2.521435, Top1S: 100.000000, Top1T: 44.917259 Train:epoch: 72, loss@min: 0.961145, loss@max: 1.491739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001320, LT: 2.516835, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 73, loss@min: 0.967380, loss@max: 1.452605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001314, LT: 2.514968, Top1S: 100.000000, Top1T: 45.153664Best acc: 45.153664 Train:epoch: 74, loss@min: 0.963699, loss@max: 1.426712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001308, LT: 2.513955, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 75, loss@min: 0.925580, loss@max: 1.518556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.001301, LT: 2.513420, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 76, loss@min: 0.929269, loss@max: 1.501054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001296, LT: 2.509831, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 77, loss@min: 1.002565, loss@max: 1.418799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.001291, LT: 2.507306, Top1S: 100.000000, Top1T: 44.917259 Train:epoch: 78, loss@min: 0.977277, loss@max: 1.448806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.001288, LT: 2.501991, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 79, loss@min: 0.960345, loss@max: 1.449975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.001286, LT: 2.496761, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 80, loss@min: 1.001133, loss@max: 1.420160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001282, LT: 2.492583, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 81, loss@min: 0.970719, loss@max: 1.450934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001275, LT: 2.487041, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 82, loss@min: 0.992414, loss@max: 1.417270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001268, LT: 2.483320, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 83, loss@min: 0.963517, loss@max: 1.437772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001262, LT: 2.480257, Top1S: 100.000000, Top1T: 45.212765Best acc: 45.212765 Train:epoch: 84, loss@min: 0.990636, loss@max: 1.403472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001259, LT: 2.475901, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 85, loss@min: 0.984131, loss@max: 1.419930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001256, LT: 2.473348, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 86, loss@min: 0.966790, loss@max: 1.402263, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001252, LT: 2.470982, Top1S: 100.000000, Top1T: 45.330971Best acc: 45.330971 Train:epoch: 87, loss@min: 0.966601, loss@max: 1.448340, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001249, LT: 2.470656, Top1S: 100.000000, Top1T: 45.449173Best acc: 45.449173 Train:epoch: 88, loss@min: 0.958845, loss@max: 1.442835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001247, LT: 2.468264, Top1S: 100.000000, Top1T: 45.330971 Train:epoch: 89, loss@min: 0.928083, loss@max: 1.464352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001247, LT: 2.463180, Top1S: 100.000000, Top1T: 45.567375Best acc: 45.567375 Train:epoch: 90, loss@min: 0.948637, loss@max: 1.415457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001247, LT: 2.459171, Top1S: 100.000000, Top1T: 45.449173 Train:epoch: 91, loss@min: 0.948163, loss@max: 1.412911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001245, LT: 2.456772, Top1S: 100.000000, Top1T: 45.390072 Train:epoch: 92, loss@min: 0.912016, loss@max: 1.489612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001241, LT: 2.454484, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 93, loss@min: 0.968697, loss@max: 1.423638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001235, LT: 2.453377, Top1S: 100.000000, Top1T: 45.390072 Train:epoch: 94, loss@min: 0.959015, loss@max: 1.404174, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001229, LT: 2.453587, Top1S: 100.000000, Top1T: 45.390072 Train:epoch: 95, loss@min: 0.982094, loss@max: 1.381058, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001223, LT: 2.454229, Top1S: 100.000000, Top1T: 45.271866 Train:epoch: 96, loss@min: 0.955748, loss@max: 1.406149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001219, LT: 2.454762, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 97, loss@min: 0.971643, loss@max: 1.400274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001214, LT: 2.452713, Top1S: 100.000000, Top1T: 45.271866 Train:epoch: 98, loss@min: 1.008408, loss@max: 1.374459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001212, LT: 2.450571, Top1S: 100.000000, Top1T: 45.567375 Train:epoch: 99, loss@min: 0.984348, loss@max: 1.359388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001210, LT: 2.448254, Top1S: 100.000000, Top1T: 45.508274 Train:epoch: 100, loss@min: 0.971685, loss@max: 1.359049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001209, LT: 2.446500, Top1S: 100.000000, Top1T: 45.508274 Train:epoch: 101, loss@min: 0.999270, loss@max: 1.378737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001209, LT: 2.445524, Top1S: 100.000000, Top1T: 45.567375 Train:epoch: 102, loss@min: 0.947139, loss@max: 1.417231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001208, LT: 2.445537, Top1S: 100.000000, Top1T: 45.685577Best acc: 45.685577 Train:epoch: 103, loss@min: 0.929855, loss@max: 1.418754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001207, LT: 2.444839, Top1S: 100.000000, Top1T: 45.744682Best acc: 45.744682 Train:epoch: 104, loss@min: 0.922345, loss@max: 1.441969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001206, LT: 2.444356, Top1S: 100.000000, Top1T: 45.626476 Train:epoch: 105, loss@min: 0.936793, loss@max: 1.399701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001204, LT: 2.443189, Top1S: 100.000000, Top1T: 45.449173 Train:epoch: 106, loss@min: 0.955874, loss@max: 1.390882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001203, LT: 2.442079, Top1S: 100.000000, Top1T: 45.271866 Train:epoch: 107, loss@min: 0.931059, loss@max: 1.404534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001201, LT: 2.440576, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 108, loss@min: 0.925867, loss@max: 1.431901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001198, LT: 2.439190, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 109, loss@min: 0.940217, loss@max: 1.434837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001196, LT: 2.438328, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 110, loss@min: 0.965171, loss@max: 1.372153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001194, LT: 2.437419, Top1S: 100.000000, Top1T: 45.330971 Train:epoch: 111, loss@min: 0.984046, loss@max: 1.355685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001193, LT: 2.437591, Top1S: 100.000000, Top1T: 45.330971 Train:epoch: 112, loss@min: 0.959223, loss@max: 1.384138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001191, LT: 2.437874, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 113, loss@min: 0.962971, loss@max: 1.374143, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001190, LT: 2.438137, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 114, loss@min: 0.940554, loss@max: 1.387444, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001190, LT: 2.438201, Top1S: 100.000000, Top1T: 45.330971 Train:epoch: 115, loss@min: 0.958705, loss@max: 1.368725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001189, LT: 2.438244, Top1S: 100.000000, Top1T: 45.271866 Train:epoch: 116, loss@min: 0.995082, loss@max: 1.345946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001189, LT: 2.438251, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 117, loss@min: 0.981219, loss@max: 1.366276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001188, LT: 2.438399, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 118, loss@min: 0.950165, loss@max: 1.392163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001187, LT: 2.438068, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 119, loss@min: 0.946000, loss@max: 1.402966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001187, LT: 2.438113, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 120, loss@min: 0.949605, loss@max: 1.380100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001186, LT: 2.438362, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 121, loss@min: 0.933345, loss@max: 1.394054, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 60} ------------------------------------------- Thu Jul 20 02:51:57 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.807690, loss@max: 2.132195, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.238816, loss@max: 1.612197, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.818653, loss@max: 1.355072, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.431978, loss@max: 1.457589, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.271059, loss@max: 1.410251, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.196052, loss@max: 1.305311, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.124145, loss@max: 1.298017, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.133901, loss@max: 1.294018, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.008143, loss@max: 1.292642, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.019453, loss@max: 1.253726, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.006048, loss@max: 1.259361, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.950055, loss@max: 1.294760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.972028, loss@max: 1.280222, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.963695, loss@max: 1.293110, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.931030, loss@max: 1.307257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.971434, loss@max: 1.285431, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.948193, loss@max: 1.315802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.943466, loss@max: 1.329109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.942532, loss@max: 1.328727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.968131, loss@max: 1.319439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.932676, loss@max: 1.392961, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.014458, loss@max: 1.328951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.964474, loss@max: 1.403740, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.977668, loss@max: 1.374834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.961543, loss@max: 1.393626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968752, loss@max: 1.379517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.938255, loss@max: 1.409586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.982247, loss@max: 1.385039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.959366, loss@max: 1.404649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.000643, loss@max: 1.388893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.962220, loss@max: 1.435753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.952937, loss@max: 1.472977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.005491, loss@max: 1.458949, Top1S acc: 100.000000, Top1T acc: 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1.423872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.994560, loss@max: 1.398939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943502, loss@max: 1.428755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.964944, loss@max: 1.399719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.957942, loss@max: 1.416741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.958909, loss@max: 1.410702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.969546, loss@max: 1.394513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.979283, loss@max: 1.394478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000697, LT: 1.644043, Top1S: 100.000000, Top1T: 67.375885Best acc: 67.375885 Train:epoch: 61, loss@min: 0.946095, loss@max: 1.426550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000686, LT: 1.646818, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 62, loss@min: 0.957915, loss@max: 1.404685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000683, LT: 1.652355, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 63, loss@min: 0.962401, loss@max: 1.397677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000676, LT: 1.655494, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 64, loss@min: 0.966098, loss@max: 1.404198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000669, LT: 1.658510, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 65, loss@min: 0.957327, loss@max: 1.401998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000669, LT: 1.659408, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 66, loss@min: 0.951701, loss@max: 1.395738, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000660, LT: 1.660467, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 67, loss@min: 0.971468, loss@max: 1.381164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000655, LT: 1.661641, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 68, loss@min: 0.946577, loss@max: 1.408590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000653, LT: 1.664290, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 69, loss@min: 0.953763, loss@max: 1.389215, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000649, LT: 1.666843, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 70, loss@min: 0.980788, loss@max: 1.368140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000647, LT: 1.670310, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 71, loss@min: 0.957552, loss@max: 1.385748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000643, LT: 1.670939, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 72, loss@min: 0.940222, loss@max: 1.411104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 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LS: 0.000602, LT: 1.707995, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 84, loss@min: 0.937398, loss@max: 1.393419, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000599, LT: 1.710608, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 85, loss@min: 0.941635, loss@max: 1.387996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000594, LT: 1.713661, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 86, loss@min: 0.954190, loss@max: 1.376192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000592, LT: 1.715481, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 87, loss@min: 0.955925, loss@max: 1.367050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000592, LT: 1.717162, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 88, loss@min: 0.948164, loss@max: 1.377382, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000589, LT: 1.717939, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 89, loss@min: 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LS: 0.000575, LT: 1.727987, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 95, loss@min: 0.947325, loss@max: 1.374629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000573, LT: 1.729079, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 96, loss@min: 0.958608, loss@max: 1.364627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000571, LT: 1.729897, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 97, loss@min: 0.943839, loss@max: 1.382287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000570, LT: 1.732069, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 98, loss@min: 0.948772, loss@max: 1.371715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000568, LT: 1.733776, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 99, loss@min: 0.945235, loss@max: 1.376017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000567, LT: 1.734553, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 100, loss@min: 0.955373, loss@max: 1.363425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000566, LT: 1.735814, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 101, loss@min: 0.952730, loss@max: 1.369381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000564, LT: 1.737883, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 102, loss@min: 0.951249, loss@max: 1.368058, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000561, LT: 1.739897, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 103, loss@min: 0.956757, loss@max: 1.359974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000560, LT: 1.741099, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 104, loss@min: 0.950217, loss@max: 1.367894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000558, LT: 1.741746, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 105, loss@min: 0.954309, loss@max: 1.365561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000557, LT: 1.742343, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 106, loss@min: 0.953572, loss@max: 1.366205, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000556, LT: 1.743512, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 107, loss@min: 0.957587, loss@max: 1.360164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000556, LT: 1.745147, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 108, loss@min: 0.942460, loss@max: 1.375938, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000555, LT: 1.746873, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 109, loss@min: 0.942726, loss@max: 1.376317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000553, LT: 1.748403, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 110, loss@min: 0.950317, loss@max: 1.367988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000552, LT: 1.749463, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 111, loss@min: 0.950166, loss@max: 1.369150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000551, LT: 1.751292, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 112, loss@min: 0.952753, loss@max: 1.367471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000550, LT: 1.753406, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 113, loss@min: 0.947465, loss@max: 1.368571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000549, LT: 1.754414, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 114, loss@min: 0.947299, loss@max: 1.371423, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000548, LT: 1.754752, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 115, loss@min: 0.945316, loss@max: 1.371514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000548, LT: 1.755280, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 116, loss@min: 0.947870, loss@max: 1.369725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000547, LT: 1.755954, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 117, loss@min: 0.952772, loss@max: 1.364157, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000547, LT: 1.756349, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 118, loss@min: 0.953427, loss@max: 1.365269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000546, LT: 1.756747, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 119, loss@min: 0.952995, loss@max: 1.363409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000545, LT: 1.757231, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 120, loss@min: 0.952925, loss@max: 1.365861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000545, LT: 1.757954, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 121, loss@min: 0.949649, loss@max: 1.366210, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000544, LT: 1.758645, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 122, loss@min: 0.951330, loss@max: 1.362089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000543, LT: 1.759070, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 123, loss@min: 0.946929, loss@max: 1.370388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000543, LT: 1.759381, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 124, loss@min: 0.948421, loss@max: 1.367869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000542, LT: 1.759405, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 125, loss@min: 0.955373, loss@max: 1.362800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000542, LT: 1.759463, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 126, loss@min: 0.950935, loss@max: 1.366413, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000542, LT: 1.759957, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 127, loss@min: 0.949384, loss@max: 1.370566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000541, LT: 1.760497, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 128, loss@min: 0.948135, loss@max: 1.365230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000541, LT: 1.760861, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 129, loss@min: 0.948639, loss@max: 1.367033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000541, LT: 1.761121, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 130, loss@min: 0.948865, loss@max: 1.370864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000541, LT: 1.761135, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 131, loss@min: 0.950313, loss@max: 1.362231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000540, LT: 1.761148, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 132, loss@min: 0.950882, loss@max: 1.364584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000540, LT: 1.761411, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 133, loss@min: 0.949353, loss@max: 1.366439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000540, LT: 1.761769, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 134, loss@min: 0.952658, loss@max: 1.362132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000540, LT: 1.762135, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 135, loss@min: 0.950725, loss@max: 1.364745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000540, LT: 1.762521, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 136, loss@min: 0.950354, loss@max: 1.369567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000539, LT: 1.762876, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 137, loss@min: 0.954491, loss@max: 1.361916, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000539, LT: 1.763134, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 138, loss@min: 0.943072, loss@max: 1.368633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000539, LT: 1.763230, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 139, loss@min: 0.945455, loss@max: 1.365373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000539, LT: 1.763261, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 140, loss@min: 0.945823, loss@max: 1.366511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000539, LT: 1.763264, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 141, loss@min: 0.947261, loss@max: 1.366538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000539, LT: 1.763294, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 142, loss@min: 0.949276, loss@max: 1.367539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000539, LT: 1.763338, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 143, loss@min: 0.954251, loss@max: 1.366164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000539, LT: 1.763348, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 144, loss@min: 0.950258, loss@max: 1.366401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000539, LT: 1.763362, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 145, loss@min: 0.949356, loss@max: 1.361675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000539, LT: 1.763371, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 146, loss@min: 0.947594, loss@max: 1.368010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000539, LT: 1.763378, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 147, loss@min: 0.950951, loss@max: 1.368375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000539, LT: 1.763386, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 148, loss@min: 0.950797, loss@max: 1.362504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000539, LT: 1.763389, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 149, loss@min: 0.950616, loss@max: 1.365341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000539, LT: 1.763389, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 150, loss@min: 0.944727, loss@max: 1.368964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000539, LT: 1.763389, Top1S: 100.000000, Top1T: 67.139481 ------------------------------------------- Thu Jul 20 03:48:19 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 30} ------------------------------------------- Thu Jul 20 05:54:03 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.807690, loss@max: 2.132195, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.238816, loss@max: 1.612197, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.818653, loss@max: 1.355072, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.431978, loss@max: 1.457589, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.271059, loss@max: 1.410251, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.196052, loss@max: 1.305311, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.124145, loss@max: 1.298017, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.133901, loss@max: 1.294018, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.008143, loss@max: 1.292642, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.019453, loss@max: 1.253726, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.006048, loss@max: 1.259361, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.950055, loss@max: 1.294760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.972028, loss@max: 1.280222, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.963695, loss@max: 1.293110, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.931030, loss@max: 1.307257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.971434, loss@max: 1.285431, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.948193, loss@max: 1.315802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.943466, loss@max: 1.329109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.942532, loss@max: 1.328727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.968131, loss@max: 1.319439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.932676, loss@max: 1.392961, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.014458, loss@max: 1.328951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.964474, loss@max: 1.403740, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.977668, loss@max: 1.374834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.961543, loss@max: 1.393626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968752, loss@max: 1.379517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.938255, loss@max: 1.409586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.982247, loss@max: 1.385039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.959366, loss@max: 1.404649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.000643, loss@max: 1.388893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.000995, LT: 1.650392, Top1S: 100.000000, Top1T: 67.139481Best acc: 67.139481 Train:epoch: 31, loss@min: 0.962527, loss@max: 1.434996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.000983, LT: 1.647174, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 32, loss@min: 0.952711, loss@max: 1.472353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.000960, LT: 1.655505, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 33, loss@min: 1.005684, loss@max: 1.458542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.000938, LT: 1.647694, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 34, loss@min: 0.966121, loss@max: 1.451974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.000927, LT: 1.645386, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 35, loss@min: 0.983557, loss@max: 1.494066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.000906, LT: 1.635379, Top1S: 100.000000, Top1T: 67.198578Best acc: 67.198578 Train:epoch: 36, loss@min: 0.952248, loss@max: 1.484078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.000904, LT: 1.628249, Top1S: 100.000000, Top1T: 67.434990Best acc: 67.434990 Train:epoch: 37, loss@min: 0.977390, loss@max: 1.443898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.000904, LT: 1.633688, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 38, loss@min: 1.006583, loss@max: 1.427625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.000889, LT: 1.618763, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 39, loss@min: 0.912398, loss@max: 1.507820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.000874, LT: 1.626764, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 40, loss@min: 1.011095, loss@max: 1.412377, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.000856, LT: 1.621633, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 41, loss@min: 0.992762, loss@max: 1.424438, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 41, LS: 0.000851, LT: 1.616692, Top1S: 100.000000, Top1T: 67.789597Best acc: 67.789597 Train:epoch: 42, loss@min: 0.906943, loss@max: 1.508440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.000844, LT: 1.618210, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 43, loss@min: 1.020454, loss@max: 1.368261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.000827, LT: 1.625632, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 44, loss@min: 0.947992, loss@max: 1.446244, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.000825, LT: 1.621486, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 45, loss@min: 0.984296, loss@max: 1.431931, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.000812, LT: 1.620364, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 46, loss@min: 0.988445, loss@max: 1.431103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.000794, LT: 1.617305, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 47, loss@min: 0.953274, loss@max: 1.481224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.000792, LT: 1.615510, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 48, loss@min: 0.973492, loss@max: 1.422099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.000784, LT: 1.616356, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 49, loss@min: 0.983648, loss@max: 1.413711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.000771, LT: 1.615850, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 50, loss@min: 0.961921, loss@max: 1.441632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000768, LT: 1.616101, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 51, loss@min: 0.954643, loss@max: 1.433381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.000762, LT: 1.620005, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 52, loss@min: 0.983414, loss@max: 1.399210, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.000750, LT: 1.621900, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 53, loss@min: 0.977296, loss@max: 1.429200, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000744, LT: 1.621918, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 54, loss@min: 0.952568, loss@max: 1.437308, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.000734, LT: 1.627272, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 55, loss@min: 0.974508, loss@max: 1.401755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.000730, LT: 1.632568, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 56, loss@min: 0.964636, loss@max: 1.425557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.000725, LT: 1.627037, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 57, loss@min: 0.949949, loss@max: 1.415594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000717, LT: 1.627428, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 58, loss@min: 0.965900, loss@max: 1.404981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000708, LT: 1.630253, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 59, loss@min: 0.988165, loss@max: 1.388574, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000703, LT: 1.626912, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 60, loss@min: 0.943442, loss@max: 1.451669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000699, LT: 1.632877, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 61, loss@min: 0.960933, loss@max: 1.400067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000690, LT: 1.634180, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 62, loss@min: 0.956531, loss@max: 1.421764, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000685, LT: 1.638343, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 63, loss@min: 0.973745, loss@max: 1.398190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000679, LT: 1.647546, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 64, loss@min: 0.951666, loss@max: 1.406647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000679, LT: 1.649236, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 65, loss@min: 0.932297, loss@max: 1.431035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000677, LT: 1.647743, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 66, loss@min: 0.969958, loss@max: 1.378536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000667, LT: 1.653807, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 67, loss@min: 0.973188, loss@max: 1.392179, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000663, LT: 1.661017, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 68, loss@min: 0.953426, loss@max: 1.432909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000662, LT: 1.658542, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 69, loss@min: 0.951912, loss@max: 1.400108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000661, LT: 1.657000, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 70, loss@min: 0.966276, loss@max: 1.389067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000655, LT: 1.663054, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 71, loss@min: 0.963944, loss@max: 1.381234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000650, LT: 1.662253, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 72, loss@min: 0.938559, loss@max: 1.411080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000646, LT: 1.661744, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 73, loss@min: 0.956270, loss@max: 1.388129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000644, LT: 1.669539, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 74, loss@min: 0.960782, loss@max: 1.380592, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000640, LT: 1.673452, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 75, loss@min: 0.940380, loss@max: 1.396573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000635, LT: 1.671525, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 76, loss@min: 0.954282, loss@max: 1.383072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000632, LT: 1.676438, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 77, loss@min: 0.969859, loss@max: 1.367465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000628, LT: 1.683533, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 78, loss@min: 0.954455, loss@max: 1.381967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000625, LT: 1.683878, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 79, loss@min: 0.946667, loss@max: 1.387880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000622, LT: 1.687274, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 80, loss@min: 0.955108, loss@max: 1.381624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000616, LT: 1.691911, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 81, loss@min: 0.961165, loss@max: 1.372467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000613, LT: 1.691849, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 82, loss@min: 0.946526, loss@max: 1.388864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000611, LT: 1.692151, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 83, loss@min: 0.954214, loss@max: 1.375906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000607, LT: 1.696018, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 84, loss@min: 0.941227, loss@max: 1.385869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000604, LT: 1.700355, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 85, loss@min: 0.937017, loss@max: 1.389886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000602, LT: 1.700793, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 86, loss@min: 0.948371, loss@max: 1.381328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000599, LT: 1.703243, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 87, loss@min: 0.958911, loss@max: 1.367692, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000597, LT: 1.706591, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 88, loss@min: 0.953920, loss@max: 1.374937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000596, LT: 1.705066, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 89, loss@min: 0.954027, loss@max: 1.375612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000594, LT: 1.706846, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 90, loss@min: 0.951865, loss@max: 1.372650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000591, LT: 1.709693, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 91, loss@min: 0.945879, loss@max: 1.380227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000589, LT: 1.712403, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 92, loss@min: 0.953272, loss@max: 1.373685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000586, LT: 1.714617, Top1S: 100.000000, Top1T: 67.553192{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 30} ------------------------------------------- Thu Jul 20 07:15:44 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.807830, loss@max: 2.129513, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.245480, loss@max: 1.602491, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.812638, loss@max: 1.356809, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 4, loss@min: 1.428599, loss@max: 1.456176, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 5, loss@min: 1.268103, loss@max: 1.407562, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.189361, loss@max: 1.307069, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.120169, loss@max: 1.296196, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.137949, loss@max: 1.286884, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.001200, loss@max: 1.294859, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.012443, loss@max: 1.256653, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.008739, loss@max: 1.254385, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.952344, loss@max: 1.288294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.959779, loss@max: 1.283297, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.957370, loss@max: 1.292079, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.930236, loss@max: 1.304638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.965919, loss@max: 1.282482, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.950147, loss@max: 1.312279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.938386, loss@max: 1.334545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.949843, loss@max: 1.312876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.959093, loss@max: 1.322395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.942749, loss@max: 1.370617, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.007452, loss@max: 1.323591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.945748, loss@max: 1.408221, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.972331, loss@max: 1.367483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.976934, loss@max: 1.356845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.941248, loss@max: 1.404229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.961697, loss@max: 1.391118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.978051, loss@max: 1.396369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.953340, loss@max: 1.417962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.975762, loss@max: 1.408605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.000217, LT: 1.649029, Top1S: 100.000000, Top1T: 67.080376Best acc: 67.080376{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 30} ------------------------------------------- Thu Jul 20 08:31:20 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.568613, loss@max: 2.041855, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.734047, loss@max: 1.745458, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.191265, loss@max: 1.571675, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.926011, loss@max: 1.447019, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.900505, loss@max: 1.336651, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 0.913592, loss@max: 1.304173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.957866, loss@max: 1.207551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.993839, loss@max: 1.158224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.012698, loss@max: 1.146653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.036850, loss@max: 1.200909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.912598, loss@max: 1.263043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.848357, loss@max: 1.339797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.867624, loss@max: 1.390698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.913189, loss@max: 1.333328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.938954, loss@max: 1.375469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.942020, loss@max: 1.378541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.891386, loss@max: 1.412617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.988696, loss@max: 1.379045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.939122, loss@max: 1.322231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.998792, loss@max: 1.260102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.952476, loss@max: 1.378383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.955894, loss@max: 1.392997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.904732, loss@max: 1.442265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.927535, loss@max: 1.352550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.049940, loss@max: 1.335489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.036047, loss@max: 1.341521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.908578, loss@max: 1.476426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.888236, loss@max: 1.536294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.901877, loss@max: 1.500426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.945483, loss@max: 1.354352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.000623, LT: 2.747529, Top1S: 100.000000, Top1T: 43.085106Best acc: 43.085106 Train:epoch: 31, loss@min: 0.982551, loss@max: 1.345741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.000595, LT: 2.758982, Top1S: 100.000000, Top1T: 42.848701 Train:epoch: 32, loss@min: 1.019077, loss@max: 1.349505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.000564, LT: 2.757481, Top1S: 100.000000, Top1T: 42.730495 Train:epoch: 33, loss@min: 1.060857, loss@max: 1.426060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.000542, LT: 2.742860, Top1S: 100.000000, Top1T: 42.907803 Train:epoch: 34, loss@min: 0.937430, loss@max: 1.456056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.000523, LT: 2.723407, Top1S: 100.000000, Top1T: 42.789597 Train:epoch: 35, loss@min: 0.920661, loss@max: 1.428315, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 30} ------------------------------------------- Thu Jul 20 08:33:58 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.564231, loss@max: 2.041515, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.732760, loss@max: 1.742365, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.191013, loss@max: 1.570219, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.924013, loss@max: 1.449452, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.895615, loss@max: 1.341739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 0.909062, loss@max: 1.310106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.956667, loss@max: 1.211952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.996563, loss@max: 1.159097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.018335, loss@max: 1.144386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.044770, loss@max: 1.198734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.917984, loss@max: 1.262385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.850356, loss@max: 1.341900, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 10} ------------------------------------------- Thu Jul 20 08:34:20 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.564231, loss@max: 2.041514, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.732761, loss@max: 1.742367, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.191010, loss@max: 1.570221, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.924013, loss@max: 1.449451, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.895615, loss@max: 1.341739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 0.909062, loss@max: 1.310106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.956665, loss@max: 1.211954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.996564, loss@max: 1.159095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.018337, loss@max: 1.144385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.044770, loss@max: 1.198734, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 10, LS: 0.002910, LT: 2.447932, Top1S: 100.000000, Top1T: 44.858154Best acc: 44.858154 Train:epoch: 11, loss@min: 0.903600, loss@max: 1.278514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 11, LS: 0.002869, LT: 2.469658, Top1S: 100.000000, Top1T: 44.267139 Train:epoch: 12, loss@min: 0.928584, loss@max: 1.323494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 12, LS: 0.002840, LT: 2.489052, Top1S: 100.000000, Top1T: 44.089836 Train:epoch: 13, loss@min: 0.887980, loss@max: 1.393892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 13, LS: 0.002750, LT: 2.511372, Top1S: 100.000000, Top1T: 44.267139 Train:epoch: 14, loss@min: 0.862204, loss@max: 1.421576, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 10} ------------------------------------------- Thu Jul 20 08:36:16 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.569833, loss@max: 2.041421, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.737159, loss@max: 1.743042, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.193693, loss@max: 1.571516, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.924669, loss@max: 1.451747, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.894866, loss@max: 1.344643, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 0.907802, loss@max: 1.312353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.956322, loss@max: 1.212827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.997054, loss@max: 1.158758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.019013, loss@max: 1.143799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.044206, loss@max: 1.198155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 10, LS: 0.002915, LT: 2.446183, Top1S: 100.000000, Top1T: 44.858154Best acc: 44.858154 Train:epoch: 11, loss@min: 0.904096, loss@max: 1.277311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 11, LS: 0.002873, LT: 2.467833, Top1S: 100.000000, Top1T: 44.267139 Train:epoch: 12, loss@min: 0.928460, loss@max: 1.322047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 12, LS: 0.002845, LT: 2.486795, Top1S: 100.000000, Top1T: 44.030731 Train:epoch: 13, loss@min: 0.888579, loss@max: 1.392615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 13, LS: 0.002758, LT: 2.508418, Top1S: 100.000000, Top1T: 44.326241 Train:epoch: 14, loss@min: 0.861694, loss@max: 1.420367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 14, LS: 0.002652, LT: 2.547451, Top1S: 100.000000, Top1T: 44.030731 Train:epoch: 15, loss@min: 0.846212, loss@max: 1.432806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 15, LS: 0.002622, LT: 2.582145, Top1S: 100.000000, Top1T: 44.030731 Train:epoch: 16, loss@min: 0.959324, loss@max: 1.376682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 16, LS: 0.002629, LT: 2.608166, Top1S: 100.000000, Top1T: 44.030731 Train:epoch: 17, loss@min: 0.959577, loss@max: 1.368177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 17, LS: 0.002610, LT: 2.625454, Top1S: 100.000000, Top1T: 43.794327 Train:epoch: 18, loss@min: 0.960516, loss@max: 1.324679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 18, LS: 0.002543, LT: 2.638661, Top1S: 100.000000, Top1T: 43.676125 Train:epoch: 19, loss@min: 1.075121, loss@max: 1.287487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 19, LS: 0.002449, LT: 2.644407, Top1S: 100.000000, Top1T: 43.735226 Train:epoch: 20, loss@min: 0.962398, loss@max: 1.364823, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 20, LS: 0.002363, LT: 2.652277, Top1S: 100.000000, Top1T: 43.912529 Train:epoch: 21, loss@min: 0.944691, loss@max: 1.393744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 21, LS: 0.002296, LT: 2.661512, Top1S: 100.000000, Top1T: 43.617020 Train:epoch: 22, loss@min: 1.003058, loss@max: 1.381883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 22, LS: 0.002236, LT: 2.676325, Top1S: 100.000000, Top1T: 43.498817 Train:epoch: 23, loss@min: 0.929792, loss@max: 1.391574, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 23, LS: 0.002183, LT: 2.690623, Top1S: 100.000000, Top1T: 43.498817 Train:epoch: 24, loss@min: 0.961138, loss@max: 1.327071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 0.002145, LT: 2.708080, Top1S: 100.000000, Top1T: 43.203308 Train:epoch: 25, loss@min: 0.929654, loss@max: 1.435601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.002113, LT: 2.718753, Top1S: 100.000000, Top1T: 43.321514 Train:epoch: 26, loss@min: 0.908560, loss@max: 1.408479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.002073, LT: 2.722731, Top1S: 100.000000, Top1T: 43.498817 Train:epoch: 27, loss@min: 1.016201, loss@max: 1.354429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.002043, LT: 2.708102, Top1S: 100.000000, Top1T: 43.557919 Train:epoch: 28, loss@min: 1.027360, loss@max: 1.308313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.002015, LT: 2.704148, Top1S: 100.000000, Top1T: 43.380615 Train:epoch: 29, loss@min: 0.936386, loss@max: 1.452518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.001972, LT: 2.711940, Top1S: 100.000000, Top1T: 43.498817 Train:epoch: 30, loss@min: 0.927621, loss@max: 1.410709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.001928, LT: 2.726906, Top1S: 100.000000, Top1T: 43.439716 Train:epoch: 31, loss@min: 0.913386, loss@max: 1.423554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.001877, LT: 2.736455, Top1S: 100.000000, Top1T: 43.085106 Train:epoch: 32, loss@min: 0.965253, loss@max: 1.428864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.001838, LT: 2.742991, Top1S: 100.000000, Top1T: 43.262413 Train:epoch: 33, loss@min: 0.922428, loss@max: 1.415477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.001818, LT: 2.737335, Top1S: 100.000000, Top1T: 43.617020 Train:epoch: 34, loss@min: 0.952386, loss@max: 1.410117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.001792, LT: 2.724836, Top1S: 100.000000, Top1T: 43.557919 Train:epoch: 35, loss@min: 1.038878, loss@max: 1.387652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.001768, LT: 2.721284, Top1S: 100.000000, Top1T: 43.735226 Train:epoch: 36, loss@min: 1.103993, loss@max: 1.396138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.001743, LT: 2.728012, Top1S: 100.000000, Top1T: 43.794327 Train:epoch: 37, loss@min: 0.990169, loss@max: 1.391222, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.001708, LT: 2.729870, Top1S: 100.000000, Top1T: 43.735226 Train:epoch: 38, loss@min: 0.968370, loss@max: 1.463641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.001678, LT: 2.723949, Top1S: 100.000000, Top1T: 43.676125 Train:epoch: 39, loss@min: 0.923845, loss@max: 1.530502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.001671, LT: 2.713235, Top1S: 100.000000, Top1T: 43.557919 Train:epoch: 40, loss@min: 0.973613, loss@max: 1.444690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.001670, LT: 2.696376, Top1S: 100.000000, Top1T: 43.971630 Train:epoch: 41, loss@min: 0.962518, loss@max: 1.461105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.001657, LT: 2.687005, Top1S: 100.000000, Top1T: 44.030731 Train:epoch: 42, loss@min: 0.968856, loss@max: 1.431799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.001637, LT: 2.687725, Top1S: 100.000000, Top1T: 43.676125 Train:epoch: 43, loss@min: 0.978771, loss@max: 1.509525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.001614, LT: 2.692425, Top1S: 100.000000, Top1T: 43.617020 Train:epoch: 44, loss@min: 0.961225, loss@max: 1.451044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.001588, LT: 2.692802, Top1S: 100.000000, Top1T: 43.439716 Train:epoch: 45, loss@min: 0.937545, loss@max: 1.417140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.001562, LT: 2.691357, Top1S: 100.000000, Top1T: 43.617020 Train:epoch: 46, loss@min: 0.979729, loss@max: 1.470313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.001544, LT: 2.682097, Top1S: 100.000000, Top1T: 43.853428 Train:epoch: 47, loss@min: 1.043893, loss@max: 1.444056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.001532, LT: 2.671153, Top1S: 100.000000, Top1T: 43.912529 Train:epoch: 48, loss@min: 1.001503, loss@max: 1.468256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.001527, LT: 2.665039, Top1S: 100.000000, Top1T: 43.853428 Train:epoch: 49, loss@min: 0.994861, loss@max: 1.436616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.001521, LT: 2.653533, Top1S: 100.000000, Top1T: 43.735226 Train:epoch: 50, loss@min: 0.946074, loss@max: 1.466408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.001516, LT: 2.632462, Top1S: 100.000000, Top1T: 44.030731 Train:epoch: 51, loss@min: 0.987210, loss@max: 1.454544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.001504, LT: 2.618499, Top1S: 100.000000, Top1T: 44.267139 Train:epoch: 52, loss@min: 1.001797, loss@max: 1.463609, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.001488, LT: 2.609517, Top1S: 100.000000, Top1T: 44.089836 Train:epoch: 53, loss@min: 0.944659, loss@max: 1.519964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.001473, LT: 2.610280, Top1S: 100.000000, Top1T: 43.794327 Train:epoch: 54, loss@min: 0.981481, loss@max: 1.484413, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.001461, LT: 2.612977, Top1S: 100.000000, Top1T: 44.089836 Train:epoch: 55, loss@min: 1.025455, loss@max: 1.460741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.001454, LT: 2.622643, Top1S: 100.000000, Top1T: 43.794327 Train:epoch: 56, loss@min: 1.017349, loss@max: 1.481810, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.001450, LT: 2.624393, Top1S: 100.000000, Top1T: 43.853428 Train:epoch: 57, loss@min: 0.987967, loss@max: 1.488633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.001441, LT: 2.620225, Top1S: 100.000000, Top1T: 43.971630 Train:epoch: 58, loss@min: 0.933818, loss@max: 1.497139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.001428, LT: 2.610704, Top1S: 100.000000, Top1T: 43.912529 Train:epoch: 59, loss@min: 0.937073, loss@max: 1.576711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.001413, LT: 2.601517, Top1S: 100.000000, Top1T: 43.676125 Train:epoch: 60, loss@min: 0.984264, loss@max: 1.490155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.001397, LT: 2.597136, Top1S: 100.000000, Top1T: 43.735226 Train:epoch: 61, loss@min: 0.952324, loss@max: 1.531434, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.001388, LT: 2.592877, Top1S: 100.000000, Top1T: 43.203308 Train:epoch: 62, loss@min: 1.055780, loss@max: 1.460523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.001390, LT: 2.584263, Top1S: 100.000000, Top1T: 43.321514 Train:epoch: 63, loss@min: 1.016207, loss@max: 1.469638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001387, LT: 2.573426, Top1S: 100.000000, Top1T: 43.912529 Train:epoch: 64, loss@min: 1.066179, loss@max: 1.470693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001376, LT: 2.562398, Top1S: 100.000000, Top1T: 44.267139 Train:epoch: 65, loss@min: 1.025684, loss@max: 1.419674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001362, LT: 2.558264, Top1S: 100.000000, Top1T: 44.444443 Train:epoch: 66, loss@min: 0.926900, loss@max: 1.549576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001347, LT: 2.561362, Top1S: 100.000000, Top1T: 43.912529 Train:epoch: 67, loss@min: 0.945397, loss@max: 1.545648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001338, LT: 2.561434, Top1S: 100.000000, Top1T: 43.794327 Train:epoch: 68, loss@min: 0.972949, loss@max: 1.468929, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001332, LT: 2.560131, Top1S: 100.000000, Top1T: 43.617020 Train:epoch: 69, loss@min: 0.989648, loss@max: 1.439127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001326, LT: 2.554416, Top1S: 100.000000, Top1T: 43.794327 Train:epoch: 70, loss@min: 0.957183, loss@max: 1.452135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001323, LT: 2.545742, Top1S: 100.000000, Top1T: 44.208038 Train:epoch: 71, loss@min: 0.930374, loss@max: 1.507232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001319, LT: 2.533917, Top1S: 100.000000, Top1T: 44.562649 Train:epoch: 72, loss@min: 0.948199, loss@max: 1.488268, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001311, LT: 2.522893, Top1S: 100.000000, Top1T: 44.562649 Train:epoch: 73, loss@min: 0.982603, loss@max: 1.473325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001302, LT: 2.518334, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 74, loss@min: 1.012761, loss@max: 1.424726, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 10} ------------------------------------------- Thu Jul 20 09:00:18 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.569833, loss@max: 2.041420, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.737159, loss@max: 1.743044, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.193694, loss@max: 1.571515, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.924670, loss@max: 1.451747, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.894867, loss@max: 1.344644, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 0.907802, loss@max: 1.312354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.956321, loss@max: 1.212828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.997056, loss@max: 1.158758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.019014, loss@max: 1.143799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.044206, loss@max: 1.198156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 10, LS: 0.002915, LT: 2.609087, Top1S: 100.000000, Top1T: 43.528366Best acc: 43.528366 Train:epoch: 11, loss@min: 0.904096, loss@max: 1.277311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 11, LS: 0.002873, LT: 2.637492, Top1S: 100.000000, Top1T: 43.351063 Train:epoch: 12, loss@min: 0.928460, loss@max: 1.322047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 12, LS: 0.002845, LT: 2.661325, Top1S: 100.000000, Top1T: 43.528366 Train:epoch: 13, loss@min: 0.888576, loss@max: 1.392618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 13, LS: 0.002758, LT: 2.682772, Top1S: 100.000000, Top1T: 42.996452 Train:epoch: 14, loss@min: 0.861693, loss@max: 1.420365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 14, LS: 0.002652, LT: 2.721434, Top1S: 100.000000, Top1T: 42.907799 Train:epoch: 15, loss@min: 0.846215, loss@max: 1.432803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 15, LS: 0.002622, LT: 2.755489, Top1S: 100.000000, Top1T: 42.907799 Train:epoch: 16, loss@min: 0.959325, loss@max: 1.376682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 16, LS: 0.002629, LT: 2.785116, Top1S: 100.000000, Top1T: 42.907799 Train:epoch: 17, loss@min: 0.959577, loss@max: 1.368173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 17, LS: 0.002610, LT: 2.806295, Top1S: 100.000000, Top1T: 42.907799 Train:epoch: 18, loss@min: 0.960518, loss@max: 1.324677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 18, LS: 0.002543, LT: 2.822772, Top1S: 100.000000, Top1T: 43.351063 Train:epoch: 19, loss@min: 1.075121, loss@max: 1.287486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 19, LS: 0.002449, LT: 2.830829, Top1S: 100.000000, Top1T: 43.794323Best acc: 43.794323 Train:epoch: 20, loss@min: 0.962396, loss@max: 1.364824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 20, LS: 0.002363, LT: 2.838406, Top1S: 100.000000, Top1T: 44.148933Best acc: 44.148933 Train:epoch: 21, loss@min: 0.944692, loss@max: 1.393740, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 21, LS: 0.002296, LT: 2.848173, Top1S: 100.000000, Top1T: 44.414894Best acc: 44.414894 Train:epoch: 22, loss@min: 1.003061, loss@max: 1.381886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 22, LS: 0.002236, LT: 2.864822, Top1S: 100.000000, Top1T: 44.326241 Train:epoch: 23, loss@min: 0.929786, loss@max: 1.391582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 23, LS: 0.002183, LT: 2.879476, Top1S: 100.000000, Top1T: 44.326241 Train:epoch: 24, loss@min: 0.961136, loss@max: 1.327072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 0.002145, LT: 2.896605, Top1S: 100.000000, Top1T: 43.882977 Train:epoch: 25, loss@min: 0.929652, loss@max: 1.435603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.002113, LT: 2.905938, Top1S: 100.000000, Top1T: 43.705673 Train:epoch: 26, loss@min: 0.908561, loss@max: 1.408479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.002073, LT: 2.909564, Top1S: 100.000000, Top1T: 43.971630 Train:epoch: 27, loss@min: 1.016207, loss@max: 1.354427, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.002043, LT: 2.893205, Top1S: 100.000000, Top1T: 44.592197Best acc: 44.592197 Train:epoch: 28, loss@min: 1.027364, loss@max: 1.308311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.002015, LT: 2.890483, Top1S: 100.000000, Top1T: 44.414894 Train:epoch: 29, loss@min: 0.936388, loss@max: 1.452519, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.001972, LT: 2.898396, Top1S: 100.000000, Top1T: 43.882977 Train:epoch: 30, loss@min: 0.927620, loss@max: 1.410715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.001928, LT: 2.913889, Top1S: 100.000000, Top1T: 44.060284 Train:epoch: 31, loss@min: 0.913378, loss@max: 1.423561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.001877, LT: 2.921702, Top1S: 100.000000, Top1T: 43.794323 Train:epoch: 32, loss@min: 0.965246, loss@max: 1.428870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.001838, LT: 2.925996, Top1S: 100.000000, Top1T: 43.794323 Train:epoch: 33, loss@min: 0.922432, loss@max: 1.415473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.001818, LT: 2.918059, Top1S: 100.000000, Top1T: 43.705673 Train:epoch: 34, loss@min: 0.952391, loss@max: 1.410110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.001792, LT: 2.903437, Top1S: 100.000000, Top1T: 43.705673 Train:epoch: 35, loss@min: 1.038876, loss@max: 1.387655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.001768, LT: 2.897386, Top1S: 100.000000, Top1T: 43.971630 Train:epoch: 36, loss@min: 1.103991, loss@max: 1.396142, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.001743, LT: 2.903087, Top1S: 100.000000, Top1T: 44.060284 Train:epoch: 37, loss@min: 0.990165, loss@max: 1.391226, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.001708, LT: 2.904693, Top1S: 100.000000, Top1T: 44.060284 Train:epoch: 38, loss@min: 0.968372, loss@max: 1.463643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.001678, LT: 2.899363, Top1S: 100.000000, Top1T: 44.237587 Train:epoch: 39, loss@min: 0.923845, loss@max: 1.530505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.001671, LT: 2.889891, Top1S: 100.000000, Top1T: 44.148933 Train:epoch: 40, loss@min: 0.973612, loss@max: 1.444693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.001670, LT: 2.870957, Top1S: 100.000000, Top1T: 43.794323 Train:epoch: 41, loss@min: 0.962518, loss@max: 1.461108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.001657, LT: 2.857247, Top1S: 100.000000, Top1T: 44.060284 Train:epoch: 42, loss@min: 0.968863, loss@max: 1.431802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.001637, LT: 2.854462, Top1S: 100.000000, Top1T: 44.326241 Train:epoch: 43, loss@min: 0.978763, loss@max: 1.509518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.001614, LT: 2.857769, Top1S: 100.000000, Top1T: 44.148933 Train:epoch: 44, loss@min: 0.961228, loss@max: 1.451039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.001588, LT: 2.857379, Top1S: 100.000000, Top1T: 44.592197 Train:epoch: 45, loss@min: 0.937560, loss@max: 1.417139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.001562, LT: 2.856067, Top1S: 100.000000, Top1T: 44.503544 Train:epoch: 46, loss@min: 0.979735, loss@max: 1.470304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.001544, LT: 2.847597, Top1S: 100.000000, Top1T: 44.148933 Train:epoch: 47, loss@min: 1.043895, loss@max: 1.444056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.001532, LT: 2.836177, Top1S: 100.000000, Top1T: 44.148933 Train:epoch: 48, loss@min: 1.001497, loss@max: 1.468272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.001527, LT: 2.827942, Top1S: 100.000000, Top1T: 44.769501Best acc: 44.769501 Train:epoch: 49, loss@min: 0.994848, loss@max: 1.436629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.001521, LT: 2.815945, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 50, loss@min: 0.946063, loss@max: 1.466425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.001516, LT: 2.794003, Top1S: 100.000000, Top1T: 44.769501 Train:epoch: 51, loss@min: 0.987212, loss@max: 1.454543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.001504, LT: 2.780140, Top1S: 100.000000, Top1T: 45.124111Best acc: 45.124111 Train:epoch: 52, loss@min: 1.001805, loss@max: 1.463601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.001488, LT: 2.770752, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 53, loss@min: 0.944667, loss@max: 1.519961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.001473, LT: 2.770631, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 54, loss@min: 0.981491, loss@max: 1.484422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.001461, LT: 2.771144, Top1S: 100.000000, Top1T: 44.769501 Train:epoch: 55, loss@min: 1.025455, loss@max: 1.460749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.001454, LT: 2.781142, Top1S: 100.000000, Top1T: 44.414894 Train:epoch: 56, loss@min: 1.017337, loss@max: 1.481800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.001450, LT: 2.783351, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 57, loss@min: 0.987954, loss@max: 1.488655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.001441, LT: 2.779239, Top1S: 100.000000, Top1T: 44.503544 Train:epoch: 58, loss@min: 0.933818, loss@max: 1.497137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.001428, LT: 2.766366, Top1S: 100.000000, Top1T: 44.503544 Train:epoch: 59, loss@min: 0.937071, loss@max: 1.576717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.001413, LT: 2.753069, Top1S: 100.000000, Top1T: 44.592197 Train:epoch: 60, loss@min: 0.984273, loss@max: 1.490168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.001397, LT: 2.745547, Top1S: 100.000000, Top1T: 44.414894 Train:epoch: 61, loss@min: 0.952328, loss@max: 1.531432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.001388, LT: 2.740639, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 62, loss@min: 1.055789, loss@max: 1.460517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.001390, LT: 2.733193, Top1S: 100.000000, Top1T: 44.592197 Train:epoch: 63, loss@min: 1.016208, loss@max: 1.469630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001387, LT: 2.723105, Top1S: 100.000000, Top1T: 44.592197 Train:epoch: 64, loss@min: 1.066179, loss@max: 1.470680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001376, LT: 2.711755, Top1S: 100.000000, Top1T: 44.592197 Train:epoch: 65, loss@min: 1.025689, loss@max: 1.419666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001362, LT: 2.707920, Top1S: 100.000000, Top1T: 44.503544 Train:epoch: 66, loss@min: 0.926892, loss@max: 1.549604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001347, LT: 2.711913, Top1S: 100.000000, Top1T: 44.237587 Train:epoch: 67, loss@min: 0.945393, loss@max: 1.545660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001338, LT: 2.712728, Top1S: 100.000000, Top1T: 44.592197 Train:epoch: 68, loss@min: 0.972948, loss@max: 1.468926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001332, LT: 2.711656, Top1S: 100.000000, Top1T: 44.414894 Train:epoch: 69, loss@min: 0.989656, loss@max: 1.439124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001327, LT: 2.705851, Top1S: 100.000000, Top1T: 44.592197 Train:epoch: 70, loss@min: 0.957187, loss@max: 1.452129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001323, LT: 2.696185, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 71, loss@min: 0.930382, loss@max: 1.507247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001319, LT: 2.682980, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 72, loss@min: 0.948197, loss@max: 1.488273, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001311, LT: 2.670628, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 73, loss@min: 0.982583, loss@max: 1.473338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001302, LT: 2.664783, Top1S: 100.000000, Top1T: 45.390068Best acc: 45.390068 Train:epoch: 74, loss@min: 1.012751, loss@max: 1.424746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001293, LT: 2.664128, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 75, loss@min: 1.007053, loss@max: 1.439625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.001287, LT: 2.663121, Top1S: 100.000000, Top1T: 44.769501 Train:epoch: 76, loss@min: 1.040771, loss@max: 1.428596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001284, LT: 2.663031, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 77, loss@min: 1.004550, loss@max: 1.486112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.001282, LT: 2.664432, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 78, loss@min: 0.988118, loss@max: 1.480995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.001276, LT: 2.662730, Top1S: 100.000000, Top1T: 44.769501 Train:epoch: 79, loss@min: 0.974889, loss@max: 1.480917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.001269, LT: 2.657899, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 80, loss@min: 0.992180, loss@max: 1.457073, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001264, LT: 2.653500, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 81, loss@min: 0.962755, loss@max: 1.461840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001262, LT: 2.646746, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 82, loss@min: 0.920877, loss@max: 1.480731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001260, LT: 2.642590, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 83, loss@min: 0.980157, loss@max: 1.441818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001259, LT: 2.638260, Top1S: 100.000000, Top1T: 45.567375Best acc: 45.567375 Train:epoch: 84, loss@min: 0.950317, loss@max: 1.469907, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001254, LT: 2.633602, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 85, loss@min: 0.968301, loss@max: 1.442139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001247, LT: 2.630246, Top1S: 100.000000, Top1T: 45.567375 Train:epoch: 86, loss@min: 0.976341, loss@max: 1.455387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001241, LT: 2.628858, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 87, loss@min: 0.996113, loss@max: 1.437486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001237, LT: 2.628379, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 88, loss@min: 0.982329, loss@max: 1.417935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001233, LT: 2.627594, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 89, loss@min: 0.977432, loss@max: 1.389682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001231, LT: 2.627304, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 90, loss@min: 1.004742, loss@max: 1.403775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001230, LT: 2.625342, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 91, loss@min: 0.982262, loss@max: 1.418429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001230, LT: 2.623600, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 92, loss@min: 0.964950, loss@max: 1.427720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001229, LT: 2.621302, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 93, loss@min: 0.967169, loss@max: 1.440797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001227, LT: 2.619097, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 94, loss@min: 0.913885, loss@max: 1.465985, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001224, LT: 2.616823, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 95, loss@min: 0.949229, loss@max: 1.397056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001220, LT: 2.615521, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 96, loss@min: 0.928453, loss@max: 1.427354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001217, LT: 2.613328, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 97, loss@min: 0.965425, loss@max: 1.420893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001213, LT: 2.611421, Top1S: 100.000000, Top1T: 45.478722 Train:epoch: 98, loss@min: 0.970619, loss@max: 1.428635, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001210, LT: 2.610208, Top1S: 100.000000, Top1T: 45.567375 Train:epoch: 99, loss@min: 0.932368, loss@max: 1.470357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001207, LT: 2.608103, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 100, loss@min: 0.966005, loss@max: 1.388147, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001205, LT: 2.605464, 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loss@max: 1.382968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001200, LT: 2.595143, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 107, loss@min: 1.026392, loss@max: 1.345824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001199, LT: 2.594135, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 108, loss@min: 0.982734, loss@max: 1.353276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001198, LT: 2.593313, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 109, loss@min: 0.963662, loss@max: 1.371897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001197, LT: 2.592919, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 110, loss@min: 0.976579, loss@max: 1.376505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001196, LT: 2.593846, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 111, loss@min: 0.937341, loss@max: 1.423606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001195, LT: 2.594380, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 112, loss@min: 0.925777, loss@max: 1.415867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001193, LT: 2.595225, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 113, loss@min: 0.966722, loss@max: 1.375502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001192, LT: 2.595556, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 114, loss@min: 0.941423, loss@max: 1.414469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001191, LT: 2.594852, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 115, loss@min: 0.929615, loss@max: 1.409009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001189, LT: 2.593572, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 116, loss@min: 0.959661, loss@max: 1.370227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001188, LT: 2.591946, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 117, loss@min: 0.926689, loss@max: 1.411157, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001187, LT: 2.590433, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 118, loss@min: 0.950235, loss@max: 1.384133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001186, LT: 2.589083, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 119, loss@min: 0.957249, loss@max: 1.384737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001186, LT: 2.587903, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 120, loss@min: 0.940323, loss@max: 1.391490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001185, LT: 2.586933, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 121, loss@min: 0.951078, loss@max: 1.388487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001184, LT: 2.586334, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 122, loss@min: 0.953822, loss@max: 1.374754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001183, LT: 2.585875, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 123, loss@min: 0.960145, loss@max: 1.378050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001183, LT: 2.585457, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 124, loss@min: 0.963652, loss@max: 1.369255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001182, LT: 2.585348, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 125, loss@min: 0.960760, loss@max: 1.359798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001181, LT: 2.585318, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 126, loss@min: 0.962721, loss@max: 1.381008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001181, LT: 2.585260, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 127, loss@min: 0.950951, loss@max: 1.375975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001180, LT: 2.585153, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 128, loss@min: 0.927496, loss@max: 1.399477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001179, LT: 2.585134, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 129, loss@min: 0.964099, loss@max: 1.366477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001179, LT: 2.585193, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 130, loss@min: 0.910742, loss@max: 1.418550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001178, LT: 2.585291, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 131, loss@min: 0.964407, loss@max: 1.371871, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001178, LT: 2.585266, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 132, loss@min: 0.939566, loss@max: 1.398523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001177, LT: 2.585152, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 133, loss@min: 0.925172, loss@max: 1.409020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001177, LT: 2.585116, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 134, loss@min: 0.968493, loss@max: 1.365252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001176, LT: 2.585118, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 135, loss@min: 0.968132, loss@max: 1.355892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001176, LT: 2.584984, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 136, loss@min: 0.961847, loss@max: 1.364639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001176, LT: 2.584876, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 137, loss@min: 0.952645, loss@max: 1.369003, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001176, LT: 2.584834, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 138, loss@min: 0.953426, loss@max: 1.370790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001176, LT: 2.584852, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 139, loss@min: 0.960873, loss@max: 1.377988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001175, LT: 2.584846, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 140, loss@min: 0.961792, loss@max: 1.359530, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001175, LT: 2.584815, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 141, loss@min: 0.958737, loss@max: 1.366062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001175, LT: 2.584760, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 142, loss@min: 0.962298, loss@max: 1.358515, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001175, LT: 2.584713, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 143, loss@min: 0.954486, loss@max: 1.364999, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001175, LT: 2.584673, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 144, loss@min: 0.937473, loss@max: 1.387020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001175, LT: 2.584639, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 145, loss@min: 0.956958, loss@max: 1.369112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001175, LT: 2.584622, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 146, loss@min: 0.965404, loss@max: 1.354591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001175, LT: 2.584617, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 147, loss@min: 0.968631, loss@max: 1.352816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001175, LT: 2.584618, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 148, loss@min: 0.948007, loss@max: 1.368793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001175, LT: 2.584617, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 149, loss@min: 0.938581, loss@max: 1.388049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001175, LT: 2.584617, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 150, loss@min: 0.970432, loss@max: 1.354547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001175, LT: 2.584617, Top1S: 100.000000, Top1T: 45.390068 ------------------------------------------- Thu Jul 20 09:35:35 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 10} ------------------------------------------- Thu Jul 20 13:38:53 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.566427, loss@max: 2.040534, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.734218, loss@max: 1.742282, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.191665, loss@max: 1.570980, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.923456, loss@max: 1.451190, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.893931, loss@max: 1.343987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 0.907328, loss@max: 1.311689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.956301, loss@max: 1.212177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.997102, loss@max: 1.158330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.018918, loss@max: 1.143359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.043979, loss@max: 1.198034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 10, LS: 0.002913, LT: 2.609586, Top1S: 100.000000, Top1T: 43.528366Best acc: 43.528366 Train:epoch: 11, loss@min: 0.904075, loss@max: 1.277474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 11, LS: 0.002871, LT: 2.638071, Top1S: 100.000000, Top1T: 43.351063 Train:epoch: 12, loss@min: 0.928312, loss@max: 1.322062, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 13:39:50 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.566427, loss@max: 2.040534, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.734218, loss@max: 1.742282, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.191665, loss@max: 1.570980, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.923456, loss@max: 1.451190, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.893931, loss@max: 1.343987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 0.907328, loss@max: 1.311689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.956301, loss@max: 1.212177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.997102, loss@max: 1.158330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.018918, loss@max: 1.143359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.043979, loss@max: 1.198034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.918293, loss@max: 1.261342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.851337, loss@max: 1.339764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.869666, loss@max: 1.392187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.914027, loss@max: 1.333826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.940656, loss@max: 1.377282, Top1S acc: 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1.335881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.037431, loss@max: 1.340857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.908718, loss@max: 1.477339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.888397, loss@max: 1.541942, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.905010, loss@max: 1.502759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.949410, loss@max: 1.356609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.971976, loss@max: 1.324035, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.004321, loss@max: 1.334234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.028635, loss@max: 1.413463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.981027, loss@max: 1.385822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.916272, loss@max: 1.407298, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.959429, loss@max: 1.492711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.962918, loss@max: 1.433664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.023278, loss@max: 1.410780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.929562, loss@max: 1.465097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.889302, loss@max: 1.493605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.994231, loss@max: 1.435546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.025005, loss@max: 1.413256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.046880, loss@max: 1.449461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.986073, loss@max: 1.408335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.987674, loss@max: 1.422162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.007395, loss@max: 1.406116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.926130, loss@max: 1.535357, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.955175, loss@max: 1.468163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.961850, loss@max: 1.588980, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.971687, loss@max: 1.474434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.003345, loss@max: 1.462810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.972994, loss@max: 1.479995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.975743, loss@max: 1.481994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.961026, loss@max: 1.559853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.958299, loss@max: 1.522723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.020595, loss@max: 1.474074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.053042, loss@max: 1.461104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.982533, loss@max: 1.501007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.960510, loss@max: 1.467218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.015212, loss@max: 1.469857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.999396, loss@max: 1.478889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.023790, loss@max: 1.392515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.939595, loss@max: 1.505852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.902065, loss@max: 1.555948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.964767, loss@max: 1.454620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.957685, loss@max: 1.480365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.924424, loss@max: 1.506356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.980483, loss@max: 1.413191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.073570, loss@max: 1.390808, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.050588, loss@max: 1.385068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.942090, loss@max: 1.476121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.975118, loss@max: 1.459161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.947622, loss@max: 1.445811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.947265, loss@max: 1.472558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.967397, loss@max: 1.450188, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.963648, loss@max: 1.496442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.967085, loss@max: 1.431362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.000666, loss@max: 1.423445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.952350, loss@max: 1.433183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.971232, loss@max: 1.452681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001276, LT: 2.666785, Top1S: 100.000000, Top1T: 45.035461Best acc: 45.035461 Train:epoch: 81, loss@min: 0.947115, loss@max: 1.467426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001269, LT: 2.655077, Top1S: 100.000000, Top1T: 45.390068Best acc: 45.390068 Train:epoch: 82, loss@min: 0.995377, loss@max: 1.445240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001262, LT: 2.641967, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 83, loss@min: 1.010829, loss@max: 1.421604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001258, LT: 2.630598, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 84, loss@min: 0.993027, loss@max: 1.398337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001255, LT: 2.622519, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 85, loss@min: 0.961609, loss@max: 1.419601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001254, LT: 2.618521, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 86, loss@min: 0.951049, loss@max: 1.454955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001252, LT: 2.616114, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 87, loss@min: 0.976179, loss@max: 1.429907, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001250, LT: 2.616175, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 88, loss@min: 0.964051, loss@max: 1.439675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001248, LT: 2.618234, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 89, loss@min: 0.945609, loss@max: 1.435756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001245, LT: 2.621459, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 90, loss@min: 0.923586, loss@max: 1.465266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001241, LT: 2.624638, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 91, loss@min: 0.942226, loss@max: 1.417779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001235, LT: 2.626537, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 92, loss@min: 0.958966, loss@max: 1.416925, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001230, LT: 2.624885, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 93, loss@min: 0.959169, loss@max: 1.453454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001226, LT: 2.620523, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 94, loss@min: 0.975861, loss@max: 1.423762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001222, LT: 2.616359, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 95, loss@min: 0.985987, loss@max: 1.356030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001219, LT: 2.612933, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 96, loss@min: 0.959333, loss@max: 1.379888, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001216, LT: 2.608998, Top1S: 100.000000, Top1T: 44.769501 Train:epoch: 97, loss@min: 1.031713, loss@max: 1.358807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001214, LT: 2.606699, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 98, loss@min: 0.940636, loss@max: 1.435430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001211, LT: 2.602485, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 99, loss@min: 0.963279, loss@max: 1.450745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001208, LT: 2.598233, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 100, loss@min: 0.962810, loss@max: 1.424935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001205, LT: 2.595745, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 101, loss@min: 0.960620, loss@max: 1.438987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001203, LT: 2.595458, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 102, loss@min: 0.939749, loss@max: 1.435796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001202, LT: 2.596347, Top1S: 100.000000, Top1T: 44.769501 Train:epoch: 103, loss@min: 0.960589, loss@max: 1.399287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001201, LT: 2.598889, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 104, loss@min: 0.946784, loss@max: 1.443212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001199, LT: 2.601145, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 105, loss@min: 0.963767, loss@max: 1.404506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001198, LT: 2.603149, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 106, loss@min: 0.962613, loss@max: 1.402488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001197, LT: 2.605262, Top1S: 100.000000, Top1T: 44.769501 Train:epoch: 107, loss@min: 0.950557, loss@max: 1.412187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001195, LT: 2.605013, Top1S: 100.000000, Top1T: 44.769501 Train:epoch: 108, loss@min: 0.956988, loss@max: 1.382796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001194, LT: 2.603417, Top1S: 100.000000, Top1T: 44.769501 Train:epoch: 109, loss@min: 0.972619, loss@max: 1.377137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001193, LT: 2.601351, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 110, loss@min: 0.959301, loss@max: 1.382349, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001191, LT: 2.599361, Top1S: 100.000000, Top1T: 44.946808 Train:epoch: 111, loss@min: 0.993124, loss@max: 1.357884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001190, LT: 2.597016, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 112, loss@min: 0.962679, loss@max: 1.393155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001189, LT: 2.595021, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 113, loss@min: 0.931997, loss@max: 1.402351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001187, LT: 2.593461, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 114, loss@min: 0.930975, loss@max: 1.415480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001185, LT: 2.591828, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 115, loss@min: 0.937523, loss@max: 1.408250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001183, LT: 2.590420, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 116, loss@min: 0.954661, loss@max: 1.374955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001182, LT: 2.588961, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 117, loss@min: 0.936384, loss@max: 1.400521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001180, LT: 2.587713, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 118, loss@min: 0.956179, loss@max: 1.394668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001179, LT: 2.586567, Top1S: 100.000000, Top1T: 45.478722Best acc: 45.478722 Train:epoch: 119, loss@min: 0.956345, loss@max: 1.377255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001177, LT: 2.585992, Top1S: 100.000000, Top1T: 45.478722 Train:epoch: 120, loss@min: 0.947132, loss@max: 1.390681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001177, LT: 2.585689, Top1S: 100.000000, Top1T: 45.478722 Train:epoch: 121, loss@min: 0.966249, loss@max: 1.365680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001176, LT: 2.585548, Top1S: 100.000000, Top1T: 45.390068 Train:epoch: 122, loss@min: 0.951229, loss@max: 1.379315, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001175, LT: 2.585480, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 123, loss@min: 0.946330, loss@max: 1.409798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001175, LT: 2.585613, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 124, loss@min: 0.956343, loss@max: 1.391785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001174, LT: 2.585893, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 125, loss@min: 0.957262, loss@max: 1.369858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001174, LT: 2.586155, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 126, loss@min: 0.942900, loss@max: 1.385669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001174, LT: 2.586419, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 127, loss@min: 0.943635, loss@max: 1.386654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001174, LT: 2.586580, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 128, loss@min: 0.936427, loss@max: 1.390821, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001173, LT: 2.586639, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 129, loss@min: 0.958681, loss@max: 1.375967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001173, LT: 2.586592, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 130, loss@min: 0.974072, loss@max: 1.356457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001173, LT: 2.586641, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 131, loss@min: 0.938408, loss@max: 1.389062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001172, LT: 2.586680, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 132, loss@min: 0.941615, loss@max: 1.406454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001172, LT: 2.586445, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 133, loss@min: 0.943980, loss@max: 1.376087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001172, LT: 2.586288, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 134, loss@min: 0.958439, loss@max: 1.363393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001172, LT: 2.586185, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 135, loss@min: 0.932993, loss@max: 1.394302, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001171, LT: 2.586053, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 136, loss@min: 0.957270, loss@max: 1.377173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001171, LT: 2.585822, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 137, loss@min: 0.963488, loss@max: 1.357006, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001171, LT: 2.585639, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 138, loss@min: 0.953219, loss@max: 1.371002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001171, LT: 2.585477, Top1S: 100.000000, Top1T: 45.124111 Train:epoch: 139, loss@min: 0.946145, loss@max: 1.384222, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001171, LT: 2.585324, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 140, loss@min: 0.968300, loss@max: 1.359983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001170, LT: 2.585229, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 141, loss@min: 0.960715, loss@max: 1.374809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001170, LT: 2.585108, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 142, loss@min: 0.963650, loss@max: 1.364501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001170, LT: 2.585012, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 143, loss@min: 0.972458, loss@max: 1.356739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001170, LT: 2.584937, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 144, loss@min: 0.934170, loss@max: 1.400516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001170, LT: 2.584892, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 145, loss@min: 0.949661, loss@max: 1.378756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001170, LT: 2.584872, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 146, loss@min: 0.956334, loss@max: 1.369949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001170, LT: 2.584869, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 147, loss@min: 0.948405, loss@max: 1.376433, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001170, LT: 2.584868, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 148, loss@min: 0.983827, loss@max: 1.348636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001170, LT: 2.584865, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 149, loss@min: 0.960198, loss@max: 1.376898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001170, LT: 2.584865, Top1S: 100.000000, Top1T: 45.301418 Train:epoch: 150, loss@min: 0.929538, loss@max: 1.395458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001170, LT: 2.584865, Top1S: 100.000000, Top1T: 45.301418 ------------------------------------------- Thu Jul 20 13:58:52 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 14:05:28 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.648182, loss@max: 1.797819, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 2.166778, loss@max: 1.773278, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 3, loss@min: 1.235194, loss@max: 1.683963, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 1.028994, loss@max: 1.593446, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.921261, loss@max: 1.436838, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 6, loss@min: 0.946684, loss@max: 1.276817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.034591, loss@max: 1.184425, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 8, loss@min: 1.023074, loss@max: 1.126835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.002227, loss@max: 1.121343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.938759, loss@max: 1.190937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.906956, loss@max: 1.233811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.880394, loss@max: 1.258559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.880084, loss@max: 1.264590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.890884, loss@max: 1.267106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.901909, loss@max: 1.254644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.887575, loss@max: 1.281523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.899222, loss@max: 1.288595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.922746, loss@max: 1.259779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.944391, loss@max: 1.244531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.956742, loss@max: 1.237289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.950748, loss@max: 1.250382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.917712, loss@max: 1.295383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.889102, loss@max: 1.368311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.910548, loss@max: 1.331684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.942849, loss@max: 1.288057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.947951, loss@max: 1.313601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.949881, loss@max: 1.298122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.950784, loss@max: 1.309326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.945536, loss@max: 1.313426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.917833, loss@max: 1.354212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.938493, loss@max: 1.334427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.939438, loss@max: 1.343282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.947805, loss@max: 1.332479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.930570, loss@max: 1.356156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.963149, loss@max: 1.331005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.952401, loss@max: 1.338298, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.928478, loss@max: 1.377292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.947357, loss@max: 1.360128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.963285, loss@max: 1.360848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.921177, loss@max: 1.385368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.972939, loss@max: 1.345322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.989232, loss@max: 1.340088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.966808, loss@max: 1.372696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.943472, loss@max: 1.383764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.935322, loss@max: 1.403226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.946051, loss@max: 1.406797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.954340, loss@max: 1.383298, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.944793, loss@max: 1.392430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.939164, loss@max: 1.397419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.956135, loss@max: 1.394511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.975729, loss@max: 1.358768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.985823, loss@max: 1.345572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.962819, loss@max: 1.385856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.939789, loss@max: 1.417659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943452, loss@max: 1.400124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948622, loss@max: 1.409538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.970853, loss@max: 1.381743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.956691, loss@max: 1.406999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.955795, loss@max: 1.408956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.963465, loss@max: 1.408538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.959291, loss@max: 1.398551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.952713, loss@max: 1.406505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.924184, loss@max: 1.439613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.977845, loss@max: 1.391010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.984626, loss@max: 1.369111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.964991, loss@max: 1.385995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.958296, loss@max: 1.390461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.960186, loss@max: 1.415708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956591, loss@max: 1.412665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.945639, loss@max: 1.403135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.960754, loss@max: 1.394869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.948804, loss@max: 1.410391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.964376, loss@max: 1.404144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.958315, loss@max: 1.399263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956504, loss@max: 1.416838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.964112, loss@max: 1.382349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.974331, loss@max: 1.368095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.945496, loss@max: 1.396809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.966374, loss@max: 1.406281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.958108, loss@max: 1.394688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001118, LT: 2.730537, Top1S: 100.000000, Top1T: 49.172577Best acc: 49.172577 Train:epoch: 81, loss@min: 0.949328, loss@max: 1.381706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001113, LT: 2.730120, Top1S: 100.000000, Top1T: 49.349880Best acc: 49.349880 Train:epoch: 82, loss@min: 0.943821, loss@max: 1.390230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001109, LT: 2.728285, Top1S: 100.000000, Top1T: 49.349880 Train:epoch: 83, loss@min: 0.953342, loss@max: 1.396736, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001104, LT: 2.722591, Top1S: 100.000000, Top1T: 49.468086Best acc: 49.468086 Train:epoch: 84, loss@min: 0.958198, loss@max: 1.377775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001099, LT: 2.716986, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 85, loss@min: 0.953546, loss@max: 1.389897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001095, LT: 2.713583, Top1S: 100.000000, Top1T: 49.231678 Train:epoch: 86, loss@min: 0.941850, loss@max: 1.389681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001091, LT: 2.712134, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 87, loss@min: 0.947274, loss@max: 1.385120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001087, LT: 2.712685, Top1S: 100.000000, Top1T: 49.527187Best acc: 49.527187 Train:epoch: 88, loss@min: 0.963969, loss@max: 1.375852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001084, LT: 2.713945, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 89, loss@min: 0.961470, loss@max: 1.372977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001082, LT: 2.714723, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 90, loss@min: 0.969407, loss@max: 1.371769, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001081, LT: 2.714229, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 91, loss@min: 0.945016, loss@max: 1.391929, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001079, LT: 2.713282, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 92, loss@min: 0.932547, loss@max: 1.403256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001076, LT: 2.711813, Top1S: 100.000000, Top1T: 49.231678 Train:epoch: 93, loss@min: 0.949282, loss@max: 1.382260, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001073, LT: 2.710069, Top1S: 100.000000, Top1T: 49.172577 Train:epoch: 94, loss@min: 0.948609, loss@max: 1.387301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001070, LT: 2.707662, Top1S: 100.000000, Top1T: 49.290779 Train:epoch: 95, loss@min: 0.961886, loss@max: 1.367046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001067, LT: 2.706048, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 96, loss@min: 0.955869, loss@max: 1.372951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001065, LT: 2.704980, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 97, loss@min: 0.957246, loss@max: 1.369206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001062, LT: 2.704131, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 98, loss@min: 0.967569, loss@max: 1.360823, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001059, LT: 2.702847, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 99, loss@min: 0.954689, loss@max: 1.372064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001057, LT: 2.702657, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 100, loss@min: 0.933804, loss@max: 1.393981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001054, LT: 2.701996, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 101, loss@min: 0.949056, loss@max: 1.374820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001052, LT: 2.701299, Top1S: 100.000000, Top1T: 49.645390Best acc: 49.645390 Train:epoch: 102, loss@min: 0.933660, loss@max: 1.391500, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001050, LT: 2.700705, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 103, loss@min: 0.950435, loss@max: 1.379913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001048, LT: 2.700684, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 104, loss@min: 0.941478, loss@max: 1.386173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001045, LT: 2.700118, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 105, loss@min: 0.959273, loss@max: 1.364259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001043, LT: 2.699250, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 106, loss@min: 0.968821, loss@max: 1.356528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001042, LT: 2.697651, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 107, loss@min: 0.968155, loss@max: 1.351154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001041, LT: 2.695710, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 108, loss@min: 0.954339, loss@max: 1.368114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001040, LT: 2.694347, Top1S: 100.000000, Top1T: 49.645390 Train:epoch: 109, loss@min: 0.940742, loss@max: 1.386310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001039, LT: 2.693277, Top1S: 100.000000, Top1T: 49.704491Best acc: 49.704491 Train:epoch: 110, loss@min: 0.944623, loss@max: 1.374693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001038, LT: 2.692962, Top1S: 100.000000, Top1T: 49.704491 Train:epoch: 111, loss@min: 0.953848, loss@max: 1.364411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001037, LT: 2.693215, Top1S: 100.000000, Top1T: 49.704491 Train:epoch: 112, loss@min: 0.941161, loss@max: 1.374306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001036, LT: 2.693973, Top1S: 100.000000, Top1T: 49.704491 Train:epoch: 113, loss@min: 0.931162, loss@max: 1.386943, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001035, LT: 2.694285, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 114, loss@min: 0.937173, loss@max: 1.377760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001033, LT: 2.693923, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 115, loss@min: 0.945998, loss@max: 1.365884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001032, LT: 2.693382, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 116, loss@min: 0.960126, loss@max: 1.357373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001030, LT: 2.693002, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 117, loss@min: 0.953897, loss@max: 1.361747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001029, LT: 2.692391, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 118, loss@min: 0.957637, loss@max: 1.357543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001028, LT: 2.692358, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 119, loss@min: 0.953536, loss@max: 1.363894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001027, LT: 2.692245, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 120, loss@min: 0.960809, loss@max: 1.353702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001026, LT: 2.692280, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 121, loss@min: 0.951549, loss@max: 1.365470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001025, LT: 2.692344, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 122, loss@min: 0.950591, loss@max: 1.366494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001025, LT: 2.692579, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 123, loss@min: 0.941193, loss@max: 1.371309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001024, LT: 2.692631, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 124, loss@min: 0.937237, loss@max: 1.375816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001024, LT: 2.692484, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 125, loss@min: 0.936129, loss@max: 1.377323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001024, LT: 2.692202, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 126, loss@min: 0.951345, loss@max: 1.374651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001023, LT: 2.691514, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 127, loss@min: 0.955535, loss@max: 1.352726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001023, LT: 2.691113, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 128, loss@min: 0.940920, loss@max: 1.370658, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001022, LT: 2.690676, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 129, loss@min: 0.939191, loss@max: 1.376173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001022, LT: 2.690176, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 130, loss@min: 0.943317, loss@max: 1.367586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001021, LT: 2.689659, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 131, loss@min: 0.946859, loss@max: 1.367382, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001021, LT: 2.689097, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 132, loss@min: 0.944376, loss@max: 1.368159, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001021, LT: 2.688640, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 133, loss@min: 0.945539, loss@max: 1.365628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001020, LT: 2.688331, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 134, loss@min: 0.953172, loss@max: 1.358805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001020, LT: 2.688156, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 135, loss@min: 0.930513, loss@max: 1.380201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001020, LT: 2.688124, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 136, loss@min: 0.943810, loss@max: 1.367604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001019, LT: 2.688138, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 137, loss@min: 0.946972, loss@max: 1.365464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001019, LT: 2.688224, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 138, loss@min: 0.953150, loss@max: 1.357819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001019, LT: 2.688340, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 139, loss@min: 0.955883, loss@max: 1.355212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001019, LT: 2.688448, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 140, loss@min: 0.945590, loss@max: 1.366088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001019, LT: 2.688562, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 141, loss@min: 0.955649, loss@max: 1.356432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001019, LT: 2.688662, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 142, loss@min: 0.959575, loss@max: 1.352196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001018, LT: 2.688744, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 143, loss@min: 0.943984, loss@max: 1.367038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001018, LT: 2.688806, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 144, loss@min: 0.948886, loss@max: 1.361976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001018, LT: 2.688846, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 145, loss@min: 0.953712, loss@max: 1.355601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001018, LT: 2.688873, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 146, loss@min: 0.961062, loss@max: 1.350930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001018, LT: 2.688892, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 147, loss@min: 0.951922, loss@max: 1.360833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001018, LT: 2.688900, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 148, loss@min: 0.950763, loss@max: 1.361731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001018, LT: 2.688903, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 149, loss@min: 0.957763, loss@max: 1.352099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001018, LT: 2.688904, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 150, loss@min: 0.948906, loss@max: 1.363184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001018, LT: 2.688904, Top1S: 100.000000, Top1T: 49.527187 ------------------------------------------- Thu Jul 20 14:34:29 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 16:17:20 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.648179, loss@max: 1.797819, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 2.166775, loss@max: 1.773277, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 3, loss@min: 1.235194, loss@max: 1.683964, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 1.028993, loss@max: 1.593448, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.921261, loss@max: 1.436839, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 6, loss@min: 0.946684, loss@max: 1.276816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.034591, loss@max: 1.184424, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 8, loss@min: 1.023075, loss@max: 1.126834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.002228, loss@max: 1.121342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.938758, loss@max: 1.190938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.906954, loss@max: 1.233813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.880394, loss@max: 1.258559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.880085, loss@max: 1.264589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.890885, loss@max: 1.267105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.901910, loss@max: 1.254643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.887575, loss@max: 1.281522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.899222, loss@max: 1.288596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.922744, loss@max: 1.259780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.944392, loss@max: 1.244531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.956744, loss@max: 1.237288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.950749, loss@max: 1.250380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.917711, loss@max: 1.295384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.889101, loss@max: 1.368311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.910547, loss@max: 1.331684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.942848, loss@max: 1.288058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.947952, loss@max: 1.313602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.949883, loss@max: 1.298121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.950784, loss@max: 1.309326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.945536, loss@max: 1.313426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.917833, loss@max: 1.354212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.938492, loss@max: 1.334427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.939438, loss@max: 1.343282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.947805, loss@max: 1.332476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.930572, loss@max: 1.356156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.963149, loss@max: 1.331005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.952402, loss@max: 1.338301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.928475, loss@max: 1.377294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.947359, loss@max: 1.360127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.963285, loss@max: 1.360848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.921175, loss@max: 1.385369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.972939, loss@max: 1.345321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.989234, loss@max: 1.340086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.966807, loss@max: 1.372698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.943473, loss@max: 1.383762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.935323, loss@max: 1.403227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.946050, loss@max: 1.406796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.954339, loss@max: 1.383303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.944793, loss@max: 1.392429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.939163, loss@max: 1.397419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.956135, loss@max: 1.394512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.975728, loss@max: 1.358769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.985822, loss@max: 1.345575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.962819, loss@max: 1.385855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.939792, loss@max: 1.417654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943457, loss@max: 1.400118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948624, loss@max: 1.409543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.970849, loss@max: 1.381748, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.956686, loss@max: 1.407008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.955791, loss@max: 1.408959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.963468, loss@max: 1.408532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.959295, loss@max: 1.398547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.952715, loss@max: 1.406504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.924181, loss@max: 1.439613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.977840, loss@max: 1.391014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.984628, loss@max: 1.369110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.964994, loss@max: 1.385992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.958306, loss@max: 1.390452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.960188, loss@max: 1.415707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956588, loss@max: 1.412671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.945628, loss@max: 1.403140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.960752, loss@max: 1.394873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.948807, loss@max: 1.410388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.964383, loss@max: 1.404136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.958320, loss@max: 1.399257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956504, loss@max: 1.416843, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.964105, loss@max: 1.382360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.974323, loss@max: 1.368097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.945493, loss@max: 1.396811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.966384, loss@max: 1.406281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.958115, loss@max: 1.394685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001118, LT: 2.730539, Top1S: 100.000000, Top1T: 49.172577Best acc: 49.172577 Train:epoch: 81, loss@min: 0.949334, loss@max: 1.381702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001113, LT: 2.730122, Top1S: 100.000000, Top1T: 49.349880Best acc: 49.349880 Train:epoch: 82, loss@min: 0.943827, loss@max: 1.390223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001109, LT: 2.728286, Top1S: 100.000000, Top1T: 49.349880 Train:epoch: 83, loss@min: 0.953339, loss@max: 1.396744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001104, LT: 2.722592, Top1S: 100.000000, Top1T: 49.468086Best acc: 49.468086 Train:epoch: 84, loss@min: 0.958192, loss@max: 1.377784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001099, LT: 2.716987, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 85, loss@min: 0.953542, loss@max: 1.389906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001095, LT: 2.713585, Top1S: 100.000000, Top1T: 49.231678 Train:epoch: 86, loss@min: 0.941844, loss@max: 1.389688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001091, LT: 2.712135, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 87, loss@min: 0.947276, loss@max: 1.385120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001087, LT: 2.712687, Top1S: 100.000000, Top1T: 49.527187Best acc: 49.527187 Train:epoch: 88, loss@min: 0.963975, loss@max: 1.375852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001084, LT: 2.713946, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 89, loss@min: 0.961474, loss@max: 1.372973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001082, LT: 2.714724, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 90, loss@min: 0.969412, loss@max: 1.371766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001081, LT: 2.714229, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 91, loss@min: 0.945018, loss@max: 1.391930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001079, LT: 2.713281, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 92, loss@min: 0.932551, loss@max: 1.403256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001076, LT: 2.711813, Top1S: 100.000000, Top1T: 49.231678 Train:epoch: 93, loss@min: 0.949282, loss@max: 1.382262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001073, LT: 2.710068, Top1S: 100.000000, Top1T: 49.172577 Train:epoch: 94, loss@min: 0.948605, loss@max: 1.387304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001070, LT: 2.707662, Top1S: 100.000000, Top1T: 49.290779 Train:epoch: 95, loss@min: 0.961883, loss@max: 1.367048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001067, LT: 2.706049, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 96, loss@min: 0.955867, loss@max: 1.372953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001065, LT: 2.704982, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 97, loss@min: 0.957245, loss@max: 1.369208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001062, LT: 2.704133, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 98, loss@min: 0.967570, loss@max: 1.360824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001059, LT: 2.702849, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 99, loss@min: 0.954687, loss@max: 1.372066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001057, LT: 2.702658, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 100, loss@min: 0.933801, loss@max: 1.393984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001054, LT: 2.701996, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 101, loss@min: 0.949057, loss@max: 1.374819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001052, LT: 2.701299, Top1S: 100.000000, Top1T: 49.645390Best acc: 49.645390 Train:epoch: 102, loss@min: 0.933661, loss@max: 1.391500, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001050, LT: 2.700705, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 103, loss@min: 0.950435, loss@max: 1.379912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001048, LT: 2.700684, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 104, loss@min: 0.941478, loss@max: 1.386173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001045, LT: 2.700119, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 105, loss@min: 0.959276, loss@max: 1.364256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001043, LT: 2.699251, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 106, loss@min: 0.968821, loss@max: 1.356527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001042, LT: 2.697651, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 107, loss@min: 0.968159, loss@max: 1.351149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001041, LT: 2.695711, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 108, loss@min: 0.954338, loss@max: 1.368115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001040, LT: 2.694348, Top1S: 100.000000, Top1T: 49.645390 Train:epoch: 109, loss@min: 0.940747, loss@max: 1.386305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001039, LT: 2.693278, Top1S: 100.000000, Top1T: 49.704491Best acc: 49.704491 Train:epoch: 110, loss@min: 0.944623, loss@max: 1.374696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001038, LT: 2.692962, Top1S: 100.000000, Top1T: 49.704491 Train:epoch: 111, loss@min: 0.953846, loss@max: 1.364414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001037, LT: 2.693215, Top1S: 100.000000, Top1T: 49.704491 Train:epoch: 112, loss@min: 0.941158, loss@max: 1.374310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001036, LT: 2.693974, Top1S: 100.000000, Top1T: 49.704491 Train:epoch: 113, loss@min: 0.931160, loss@max: 1.386946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001035, LT: 2.694285, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 114, loss@min: 0.937173, loss@max: 1.377758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001033, LT: 2.693923, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 115, loss@min: 0.945996, loss@max: 1.365885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001032, LT: 2.693383, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 116, loss@min: 0.960127, loss@max: 1.357371, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001030, LT: 2.693002, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 117, loss@min: 0.953899, loss@max: 1.361747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001029, LT: 2.692391, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 118, loss@min: 0.957638, loss@max: 1.357542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001028, LT: 2.692358, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 119, loss@min: 0.953534, loss@max: 1.363896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001027, LT: 2.692246, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 120, loss@min: 0.960809, loss@max: 1.353701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001026, LT: 2.692280, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 121, loss@min: 0.951548, loss@max: 1.365471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001025, LT: 2.692345, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 122, loss@min: 0.950592, loss@max: 1.366494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001025, LT: 2.692580, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 123, loss@min: 0.941193, loss@max: 1.371309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001024, LT: 2.692631, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 124, loss@min: 0.937238, loss@max: 1.375816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001024, LT: 2.692485, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 125, loss@min: 0.936129, loss@max: 1.377323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001024, LT: 2.692202, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 126, loss@min: 0.951346, loss@max: 1.374650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001023, LT: 2.691514, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 127, loss@min: 0.955534, loss@max: 1.352727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001023, LT: 2.691113, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 128, loss@min: 0.940920, loss@max: 1.370659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001022, LT: 2.690677, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 129, loss@min: 0.939192, loss@max: 1.376173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001022, LT: 2.690177, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 130, loss@min: 0.943316, loss@max: 1.367588, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001021, LT: 2.689659, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 131, loss@min: 0.946858, loss@max: 1.367384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001021, LT: 2.689098, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 132, loss@min: 0.944375, loss@max: 1.368161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001021, LT: 2.688641, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 133, loss@min: 0.945538, loss@max: 1.365628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001020, LT: 2.688331, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 134, loss@min: 0.953173, loss@max: 1.358803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001020, LT: 2.688156, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 135, loss@min: 0.930511, loss@max: 1.380203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001020, LT: 2.688124, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 136, loss@min: 0.943812, loss@max: 1.367602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001019, LT: 2.688138, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 137, loss@min: 0.946971, loss@max: 1.365464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001019, LT: 2.688225, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 138, loss@min: 0.953150, loss@max: 1.357818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001019, LT: 2.688340, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 139, loss@min: 0.955886, loss@max: 1.355210, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001019, LT: 2.688448, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 140, loss@min: 0.945590, loss@max: 1.366089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001019, LT: 2.688562, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 141, loss@min: 0.955650, loss@max: 1.356431, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001019, LT: 2.688662, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 142, loss@min: 0.959575, loss@max: 1.352196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001018, LT: 2.688744, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 143, loss@min: 0.943983, loss@max: 1.367039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001018, LT: 2.688806, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 144, loss@min: 0.948885, loss@max: 1.361977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001018, LT: 2.688846, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 145, loss@min: 0.953709, loss@max: 1.355604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001018, LT: 2.688873, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 146, loss@min: 0.961063, loss@max: 1.350928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001018, LT: 2.688892, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 147, loss@min: 0.951923, loss@max: 1.360832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001018, LT: 2.688901, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 148, loss@min: 0.950763, loss@max: 1.361731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001018, LT: 2.688903, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 149, loss@min: 0.957763, loss@max: 1.352100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001018, LT: 2.688904, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 150, loss@min: 0.948906, loss@max: 1.363183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001018, LT: 2.688904, Top1S: 100.000000, Top1T: 49.527187{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 110, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 30, "valepoch": 100} ------------------------------------------- Thu Jul 20 16:47:59 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.648179, loss@max: 1.812049, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 2.169251, loss@max: 1.797428, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 3, loss@min: 1.240278, loss@max: 1.711733, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 1.036534, loss@max: 1.621244, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.931383, loss@max: 1.462962, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 6, loss@min: 0.959338, loss@max: 1.301784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.048526, loss@max: 1.210837, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 8, loss@min: 1.037346, loss@max: 1.152995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.017000, loss@max: 1.148617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.951418, loss@max: 1.225018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.923238, loss@max: 1.266323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.897942, loss@max: 1.289957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.897131, loss@max: 1.301263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.902692, loss@max: 1.308372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.915119, loss@max: 1.296342, Top1S acc: 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Train:epoch: 45, loss@min: 0.945410, loss@max: 1.409230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.927262, loss@max: 1.426140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.942857, loss@max: 1.412643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.951135, loss@max: 1.407210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.947229, loss@max: 1.401880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.962534, loss@max: 1.389679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.975808, loss@max: 1.364194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.981670, loss@max: 1.373727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.952147, loss@max: 1.398740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.941291, loss@max: 1.409107, Top1S acc: 100.000000, 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loss@min: 0.935130, loss@max: 1.388263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.941543, loss@max: 1.385015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.935374, loss@max: 1.382221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.949338, loss@max: 1.375032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.948574, loss@max: 1.369246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.948049, loss@max: 1.369348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.952500, loss@max: 1.366440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.951033, loss@max: 1.367016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.962743, loss@max: 1.359050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.955650, loss@max: 1.358541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.950717, loss@max: 1.363233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.949798, loss@max: 1.363038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.952639, loss@max: 1.364557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.944221, loss@max: 1.371060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.955356, loss@max: 1.362591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.945947, loss@max: 1.373097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.950579, loss@max: 1.365767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001227, LT: 2.718350, Top1S: 100.000000, Top1T: 49.822697Best acc: 49.822697 Train:epoch: 101, loss@min: 0.947788, loss@max: 1.364959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001227, LT: 2.718138, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 102, loss@min: 0.940081, loss@max: 1.372838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001227, LT: 2.717983, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 103, loss@min: 0.956944, loss@max: 1.357047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001227, LT: 2.717889, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 104, loss@min: 0.948916, loss@max: 1.365785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001227, LT: 2.717818, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 105, loss@min: 0.938786, loss@max: 1.375779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001227, LT: 2.717767, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 106, loss@min: 0.947515, loss@max: 1.368224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001227, LT: 2.717740, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 107, loss@min: 0.945120, loss@max: 1.365261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001227, LT: 2.717725, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 108, loss@min: 0.956911, loss@max: 1.361696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001227, LT: 2.717717, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 109, loss@min: 0.954171, loss@max: 1.360106, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001227, LT: 2.717716, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 110, loss@min: 0.936529, loss@max: 1.378450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001227, LT: 2.717716, Top1S: 100.000000, Top1T: 49.822697{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 110, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 30, "valepoch": 100} ------------------------------------------- Thu Jul 20 16:55:42 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.648179, loss@max: 1.812049, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 2.169251, loss@max: 1.797428, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 3, loss@min: 1.240278, loss@max: 1.711733, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 1.036534, loss@max: 1.621244, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.931383, loss@max: 1.462962, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 6, loss@min: 0.959338, loss@max: 1.301784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.048526, loss@max: 1.210837, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 8, loss@min: 1.037346, loss@max: 1.152995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.017000, loss@max: 1.148617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.951418, loss@max: 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loss@max: 1.422807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.943614, loss@max: 1.405336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.961224, loss@max: 1.396765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.968744, loss@max: 1.388155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.946826, loss@max: 1.382547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.963916, loss@max: 1.384328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.984374, loss@max: 1.364828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.946162, loss@max: 1.397715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.949787, loss@max: 1.390733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.948249, loss@max: 1.386964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.944082, loss@max: 1.391472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.946420, loss@max: 1.385963, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.957486, loss@max: 1.383807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.947874, loss@max: 1.388803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.954507, loss@max: 1.385140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.956378, loss@max: 1.374637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.962004, loss@max: 1.365083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.967699, loss@max: 1.359271, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.979549, loss@max: 1.352557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.964769, loss@max: 1.373138, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954976, loss@max: 1.370957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.947590, loss@max: 1.383433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.940355, loss@max: 1.388444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.947899, loss@max: 1.376322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.938874, loss@max: 1.389586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.935130, loss@max: 1.388263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.941543, loss@max: 1.385015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.935374, loss@max: 1.382221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.949338, loss@max: 1.375032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.948574, loss@max: 1.369246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.948049, loss@max: 1.369348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.952500, loss@max: 1.366440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.951033, loss@max: 1.367016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.962743, loss@max: 1.359050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.955650, loss@max: 1.358541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.950717, loss@max: 1.363233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.949798, loss@max: 1.363038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.952639, loss@max: 1.364557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.944221, loss@max: 1.371060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.955356, loss@max: 1.362591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.945947, loss@max: 1.373097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.950579, loss@max: 1.365767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001227, LT: 2.718350, Top1S: 100.000000, Top1T: 49.822697Best acc: 49.822697 Train:epoch: 101, loss@min: 0.947788, loss@max: 1.364959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001227, LT: 2.718138, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 102, loss@min: 0.940081, loss@max: 1.372838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001227, LT: 2.717983, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 103, loss@min: 0.956944, loss@max: 1.357047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001227, LT: 2.717889, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 104, loss@min: 0.948916, loss@max: 1.365785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001227, LT: 2.717818, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 105, loss@min: 0.938786, loss@max: 1.375779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001227, LT: 2.717767, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 106, loss@min: 0.947515, loss@max: 1.368224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001227, LT: 2.717740, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 107, loss@min: 0.945120, loss@max: 1.365261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001227, LT: 2.717725, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 108, loss@min: 0.956911, loss@max: 1.361696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001227, LT: 2.717717, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 109, loss@min: 0.954171, loss@max: 1.360106, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001227, LT: 2.717716, Top1S: 100.000000, Top1T: 49.822697 Train:epoch: 110, loss@min: 0.936529, loss@max: 1.378450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001227, LT: 2.717716, Top1S: 100.000000, Top1T: 49.822697{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 30, "valepoch": 99} ------------------------------------------- Thu Jul 20 17:20:00 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.648179, loss@max: 1.817382, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 2.170170, loss@max: 1.806445, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 3, loss@min: 1.242182, loss@max: 1.722011, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 1.039329, loss@max: 1.631446, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.934967, loss@max: 1.472590, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 6, loss@min: 0.963737, loss@max: 1.311038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.053195, loss@max: 1.220598, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 8, loss@min: 1.042046, loss@max: 1.162591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.021799, loss@max: 1.158569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.955594, loss@max: 1.237077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.928604, loss@max: 1.277381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.903648, loss@max: 1.300769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.902096, loss@max: 1.314137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.905968, loss@max: 1.322311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.919244, loss@max: 1.309994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.905276, loss@max: 1.336456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.918988, loss@max: 1.342683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.943878, loss@max: 1.312997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.965447, loss@max: 1.296475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.984627, loss@max: 1.281236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.967039, loss@max: 1.304090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.935822, loss@max: 1.352261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.901833, loss@max: 1.428157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.924794, loss@max: 1.386191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.958639, loss@max: 1.339481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968736, loss@max: 1.361407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.957348, loss@max: 1.350781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.961997, loss@max: 1.368254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.952910, loss@max: 1.362873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.938298, loss@max: 1.399137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.952376, loss@max: 1.379454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.949098, loss@max: 1.385494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.969064, loss@max: 1.363113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.950016, loss@max: 1.385371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968181, loss@max: 1.375627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.962875, loss@max: 1.376376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.941371, loss@max: 1.409383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.948596, loss@max: 1.400519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952604, loss@max: 1.400099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.919991, loss@max: 1.421489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.967884, loss@max: 1.383582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.990768, loss@max: 1.352874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.982447, loss@max: 1.374106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.982821, loss@max: 1.371470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.959167, loss@max: 1.401548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.931691, loss@max: 1.425747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.931979, loss@max: 1.414544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.937520, loss@max: 1.414824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.939347, loss@max: 1.411646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.960571, loss@max: 1.388764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.979233, loss@max: 1.357890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.993383, loss@max: 1.363487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.954156, loss@max: 1.391792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.942525, loss@max: 1.402143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.955966, loss@max: 1.389294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.952939, loss@max: 1.392257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.965334, loss@max: 1.386807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.953590, loss@max: 1.402358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.937618, loss@max: 1.409352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.947889, loss@max: 1.396893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.946056, loss@max: 1.396379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954344, loss@max: 1.395252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.945199, loss@max: 1.388758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.961460, loss@max: 1.372303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.988025, loss@max: 1.356525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.955150, loss@max: 1.373842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.964252, loss@max: 1.372880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.959170, loss@max: 1.374465, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.945092, loss@max: 1.388368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.935613, loss@max: 1.391812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.939603, loss@max: 1.388268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.932533, loss@max: 1.394954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.936023, loss@max: 1.386564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.939553, loss@max: 1.388105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.949073, loss@max: 1.375927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.964232, loss@max: 1.364027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.982938, loss@max: 1.343664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.971116, loss@max: 1.352519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.964975, loss@max: 1.353541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.967580, loss@max: 1.355529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.960254, loss@max: 1.357421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.960520, loss@max: 1.358212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.959975, loss@max: 1.359361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.946023, loss@max: 1.367823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.949321, loss@max: 1.365783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.937052, loss@max: 1.380598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.951977, loss@max: 1.368573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.943036, loss@max: 1.371426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.934580, loss@max: 1.378871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.941309, loss@max: 1.373837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.934683, loss@max: 1.379140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.942342, loss@max: 1.371820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.939161, loss@max: 1.373472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.936485, loss@max: 1.378580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.932741, loss@max: 1.380354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.943008, loss@max: 1.375053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.933069, loss@max: 1.382289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.943026, loss@max: 1.374394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.936868, loss@max: 1.381657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001302, LT: 2.721424, Top1S: 100.000000, Top1T: 49.822697Best acc: 49.822697 Train:epoch: 100, loss@min: 0.935138, loss@max: 1.382751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001302, LT: 2.721424, Top1S: 100.000000, Top1T: 49.822697{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 30, "valepoch": 99} ------------------------------------------- Thu Jul 20 17:24:58 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.648179, loss@max: 1.817382, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 2.170170, loss@max: 1.806445, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 3, loss@min: 1.242182, loss@max: 1.722011, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 1.039329, loss@max: 1.631446, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.934967, loss@max: 1.472590, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 6, loss@min: 0.963737, loss@max: 1.311038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.053195, loss@max: 1.220598, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 8, loss@min: 1.042046, loss@max: 1.162591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.021799, loss@max: 1.158569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.955594, loss@max: 1.237077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.928604, loss@max: 1.277381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.903648, loss@max: 1.300769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.902096, loss@max: 1.314137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.905968, loss@max: 1.322311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.919244, loss@max: 1.309994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.905276, loss@max: 1.336456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.918988, loss@max: 1.342683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.943878, loss@max: 1.312997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.965447, loss@max: 1.296475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.984627, loss@max: 1.281236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.967039, loss@max: 1.304090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.935822, loss@max: 1.352261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.901833, loss@max: 1.428157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.924794, loss@max: 1.386191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.958639, loss@max: 1.339481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968736, loss@max: 1.361407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.957348, loss@max: 1.350781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.961997, loss@max: 1.368254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.952910, loss@max: 1.362873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.938298, loss@max: 1.399137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.952376, loss@max: 1.379454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.949098, loss@max: 1.385494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.969064, loss@max: 1.363113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.950016, loss@max: 1.385371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968181, loss@max: 1.375627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.962875, loss@max: 1.376376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.941371, loss@max: 1.409383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.948596, loss@max: 1.400519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952604, loss@max: 1.400099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.919991, loss@max: 1.421489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.967884, loss@max: 1.383582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.990768, loss@max: 1.352874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.982447, loss@max: 1.374106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.982821, loss@max: 1.371470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.959167, loss@max: 1.401548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.931691, loss@max: 1.425747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.931979, loss@max: 1.414544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.937520, loss@max: 1.414824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.939347, loss@max: 1.411646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.960571, loss@max: 1.388764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.979233, loss@max: 1.357890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.993383, loss@max: 1.363487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.954156, loss@max: 1.391792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.942525, loss@max: 1.402143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.955966, loss@max: 1.389294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.952939, loss@max: 1.392257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.965334, loss@max: 1.386807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.953590, loss@max: 1.402358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.937618, loss@max: 1.409352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.947889, loss@max: 1.396893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.946056, loss@max: 1.396379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954344, loss@max: 1.395252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.945199, loss@max: 1.388758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.961460, loss@max: 1.372303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.988025, loss@max: 1.356525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.955150, loss@max: 1.373842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.964252, loss@max: 1.372880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.959170, loss@max: 1.374465, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.945092, loss@max: 1.388368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.935613, loss@max: 1.391812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.939603, loss@max: 1.388268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.932533, loss@max: 1.394954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.936023, loss@max: 1.386564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.939553, loss@max: 1.388105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.949073, loss@max: 1.375927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.964232, loss@max: 1.364027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.982938, loss@max: 1.343664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.971116, loss@max: 1.352519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.964975, loss@max: 1.353541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.967580, loss@max: 1.355529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.960254, loss@max: 1.357421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.960520, loss@max: 1.358212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.959975, loss@max: 1.359361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.946023, loss@max: 1.367823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.949321, loss@max: 1.365783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.937052, loss@max: 1.380598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.951977, loss@max: 1.368573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.943036, loss@max: 1.371426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.934580, loss@max: 1.378871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.941309, loss@max: 1.373837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.934683, loss@max: 1.379140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.942342, loss@max: 1.371820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.939161, loss@max: 1.373472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.936485, loss@max: 1.378580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.932741, loss@max: 1.380354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.943008, loss@max: 1.375053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.933069, loss@max: 1.382289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.943026, loss@max: 1.374394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.936868, loss@max: 1.381657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001302, LT: 2.721424, Top1S: 100.000000, Top1T: 49.822697Best acc: 49.822697 Train:epoch: 100, loss@min: 0.935138, loss@max: 1.382751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001302, LT: 2.721424, Top1S: 100.000000, Top1T: 49.822697{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 100, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 30, "valepoch": 99} ------------------------------------------- Thu Jul 20 17:28:51 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.648179, loss@max: 1.817382, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 2.170170, loss@max: 1.806445, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 3, loss@min: 1.242182, loss@max: 1.722011, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 1.039329, loss@max: 1.631446, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.934967, loss@max: 1.472590, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 6, loss@min: 0.963737, loss@max: 1.311038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.053195, loss@max: 1.220598, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 8, loss@min: 1.042046, loss@max: 1.162591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.021799, loss@max: 1.158569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.955594, loss@max: 1.237077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.928604, loss@max: 1.277381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.903648, loss@max: 1.300769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.902096, loss@max: 1.314137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.905968, loss@max: 1.322311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.919244, loss@max: 1.309994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.905276, loss@max: 1.336456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.918988, loss@max: 1.342683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.943878, loss@max: 1.312997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.965447, loss@max: 1.296475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.984627, loss@max: 1.281236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.967039, loss@max: 1.304090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.935822, loss@max: 1.352261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.901833, loss@max: 1.428157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.924794, loss@max: 1.386191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.958639, loss@max: 1.339481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968736, loss@max: 1.361407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.957348, loss@max: 1.350781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.961997, loss@max: 1.368254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.952910, 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loss@min: 0.952604, loss@max: 1.400099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.919991, loss@max: 1.421489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.967884, loss@max: 1.383582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.990768, loss@max: 1.352874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.982447, loss@max: 1.374106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.982821, loss@max: 1.371470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.959167, loss@max: 1.401548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.931691, loss@max: 1.425747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.931979, loss@max: 1.414544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.937520, loss@max: 1.414824, Top1S acc: 100.000000, Top1T acc: 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1.374465, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.945092, loss@max: 1.388368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.935613, loss@max: 1.391812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.939603, loss@max: 1.388268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.932533, loss@max: 1.394954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.936023, loss@max: 1.386564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.939553, loss@max: 1.388105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.949073, loss@max: 1.375927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.964232, loss@max: 1.364027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.982938, loss@max: 1.343664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.971116, loss@max: 1.352519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.964975, loss@max: 1.353541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.967580, loss@max: 1.355529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.960254, loss@max: 1.357421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.960520, loss@max: 1.358212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.959975, loss@max: 1.359361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.946023, loss@max: 1.367823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.949321, loss@max: 1.365783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.937052, loss@max: 1.380598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.951977, loss@max: 1.368573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.943036, loss@max: 1.371426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.934580, loss@max: 1.378871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.941309, loss@max: 1.373837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.934683, loss@max: 1.379140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.942342, loss@max: 1.371820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.939161, loss@max: 1.373472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.936485, loss@max: 1.378580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.932741, loss@max: 1.380354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.943008, loss@max: 1.375053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.933069, loss@max: 1.382289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.943026, loss@max: 1.374394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.936868, loss@max: 1.381657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001302, LT: 2.721424, Top1S: 100.000000, Top1T: 49.822697Best acc: 49.822697 Train:epoch: 100, loss@min: 0.935138, loss@max: 1.382751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001302, LT: 2.721424, Top1S: 100.000000, Top1T: 49.822697 ------------------------------------------- Thu Jul 20 18:14:30 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 18:51:01 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.648179, loss@max: 1.797819, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 2.166775, loss@max: 1.773277, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 3, loss@min: 1.235194, loss@max: 1.683964, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 1.028993, loss@max: 1.593448, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.921261, loss@max: 1.436839, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 6, loss@min: 0.946684, loss@max: 1.276816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.034591, loss@max: 1.184424, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 8, loss@min: 1.023075, loss@max: 1.126834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.002228, loss@max: 1.121342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.938758, loss@max: 1.190938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.906954, loss@max: 1.233813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.880394, loss@max: 1.258559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.880085, loss@max: 1.264589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.890885, loss@max: 1.267105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.901910, loss@max: 1.254643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.887575, loss@max: 1.281522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.899222, loss@max: 1.288596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.922744, loss@max: 1.259780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.944392, loss@max: 1.244531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.956744, loss@max: 1.237288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.950749, loss@max: 1.250380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.917711, loss@max: 1.295384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.889101, loss@max: 1.368311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.910547, loss@max: 1.331684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.942848, loss@max: 1.288058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.947952, loss@max: 1.313602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.949883, loss@max: 1.298121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.950784, loss@max: 1.309326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.945536, loss@max: 1.313426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.917833, loss@max: 1.354212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.938492, loss@max: 1.334427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.939438, loss@max: 1.343282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.947805, loss@max: 1.332476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.930572, loss@max: 1.356156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.963149, loss@max: 1.331005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.952402, loss@max: 1.338301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.928475, loss@max: 1.377294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.947359, loss@max: 1.360127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.963285, loss@max: 1.360848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.921175, loss@max: 1.385369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.972939, loss@max: 1.345321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.989234, loss@max: 1.340086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.966807, loss@max: 1.372698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.943473, loss@max: 1.383762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.935323, loss@max: 1.403227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.946050, loss@max: 1.406796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.954339, loss@max: 1.383303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.944793, loss@max: 1.392429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.939163, loss@max: 1.397419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.956135, loss@max: 1.394512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.975728, loss@max: 1.358769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.985822, loss@max: 1.345575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.962819, loss@max: 1.385855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.939792, loss@max: 1.417654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943457, loss@max: 1.400118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948624, loss@max: 1.409543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.970849, loss@max: 1.381748, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.956686, loss@max: 1.407008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.955791, loss@max: 1.408959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.963468, loss@max: 1.408532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.959295, loss@max: 1.398547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.952715, loss@max: 1.406504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.924181, loss@max: 1.439613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.977840, loss@max: 1.391014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.984628, loss@max: 1.369110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.964994, loss@max: 1.385992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.958306, loss@max: 1.390452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.960188, loss@max: 1.415707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956588, loss@max: 1.412671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.945628, loss@max: 1.403140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.960752, loss@max: 1.394873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.948807, loss@max: 1.410388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.964383, loss@max: 1.404136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.958320, loss@max: 1.399257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956504, loss@max: 1.416843, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.964105, loss@max: 1.382360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.974323, loss@max: 1.368097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.945493, loss@max: 1.396811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.966384, loss@max: 1.406281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.958115, loss@max: 1.394685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001118, LT: 2.730539, Top1S: 100.000000, Top1T: 49.172577Best acc: 49.172577 Train:epoch: 81, loss@min: 0.949334, loss@max: 1.381702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001113, LT: 2.730122, Top1S: 100.000000, Top1T: 49.349880Best acc: 49.349880 Train:epoch: 82, loss@min: 0.943827, loss@max: 1.390223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001109, LT: 2.728286, Top1S: 100.000000, Top1T: 49.349880 Train:epoch: 83, loss@min: 0.953339, loss@max: 1.396744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001104, LT: 2.722592, Top1S: 100.000000, Top1T: 49.468086Best acc: 49.468086 Train:epoch: 84, loss@min: 0.958192, loss@max: 1.377784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001099, LT: 2.716987, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 85, loss@min: 0.953542, loss@max: 1.389906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001095, LT: 2.713585, Top1S: 100.000000, Top1T: 49.231678 Train:epoch: 86, loss@min: 0.941844, loss@max: 1.389688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001091, LT: 2.712135, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 87, loss@min: 0.947276, loss@max: 1.385120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001087, LT: 2.712687, Top1S: 100.000000, Top1T: 49.527187Best acc: 49.527187 Train:epoch: 88, loss@min: 0.963975, loss@max: 1.375852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001084, LT: 2.713946, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 89, loss@min: 0.961474, loss@max: 1.372973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001082, LT: 2.714724, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 90, loss@min: 0.969412, loss@max: 1.371766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001081, LT: 2.714229, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 91, loss@min: 0.945018, loss@max: 1.391930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001079, LT: 2.713281, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 92, loss@min: 0.932551, loss@max: 1.403256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001076, LT: 2.711813, Top1S: 100.000000, Top1T: 49.231678 Train:epoch: 93, loss@min: 0.949282, loss@max: 1.382262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001073, LT: 2.710068, Top1S: 100.000000, Top1T: 49.172577 Train:epoch: 94, loss@min: 0.948605, loss@max: 1.387304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001070, LT: 2.707662, Top1S: 100.000000, Top1T: 49.290779 Train:epoch: 95, loss@min: 0.961883, loss@max: 1.367048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001067, LT: 2.706049, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 96, loss@min: 0.955867, loss@max: 1.372953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001065, LT: 2.704982, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 97, loss@min: 0.957245, loss@max: 1.369208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001062, LT: 2.704133, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 98, loss@min: 0.967570, loss@max: 1.360824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001059, LT: 2.702849, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 99, loss@min: 0.954687, loss@max: 1.372066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001057, LT: 2.702658, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 100, loss@min: 0.933801, loss@max: 1.393984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001054, LT: 2.701996, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 101, loss@min: 0.949057, loss@max: 1.374819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001052, LT: 2.701299, Top1S: 100.000000, Top1T: 49.645390Best acc: 49.645390 Train:epoch: 102, loss@min: 0.933661, loss@max: 1.391500, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001050, LT: 2.700705, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 103, loss@min: 0.950435, loss@max: 1.379912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001048, LT: 2.700684, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 104, loss@min: 0.941478, loss@max: 1.386173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001045, LT: 2.700119, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 105, loss@min: 0.959276, loss@max: 1.364256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001043, LT: 2.699251, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 106, loss@min: 0.968821, loss@max: 1.356527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001042, LT: 2.697651, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 107, loss@min: 0.968159, loss@max: 1.351149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001041, LT: 2.695711, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 108, loss@min: 0.954338, loss@max: 1.368115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001040, LT: 2.694348, Top1S: 100.000000, Top1T: 49.645390 Train:epoch: 109, loss@min: 0.940747, loss@max: 1.386305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001039, LT: 2.693278, Top1S: 100.000000, Top1T: 49.704491Best acc: 49.704491 Train:epoch: 110, loss@min: 0.944623, loss@max: 1.374696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001038, LT: 2.692962, Top1S: 100.000000, Top1T: 49.704491 Train:epoch: 111, loss@min: 0.953846, loss@max: 1.364414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001037, LT: 2.693215, Top1S: 100.000000, Top1T: 49.704491 Train:epoch: 112, loss@min: 0.941158, loss@max: 1.374310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001036, LT: 2.693974, Top1S: 100.000000, Top1T: 49.704491 Train:epoch: 113, loss@min: 0.931160, loss@max: 1.386946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001035, LT: 2.694285, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 114, loss@min: 0.937173, loss@max: 1.377758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001033, LT: 2.693923, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 115, loss@min: 0.945996, loss@max: 1.365885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001032, LT: 2.693383, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 116, loss@min: 0.960127, loss@max: 1.357371, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001030, LT: 2.693002, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 117, loss@min: 0.953899, loss@max: 1.361747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001029, LT: 2.692391, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 118, loss@min: 0.957638, loss@max: 1.357542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001028, LT: 2.692358, Top1S: 100.000000, Top1T: 49.408985 Train:epoch: 119, loss@min: 0.953534, loss@max: 1.363896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001027, LT: 2.692246, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 120, loss@min: 0.960809, loss@max: 1.353701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001026, LT: 2.692280, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 121, loss@min: 0.951548, loss@max: 1.365471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001025, LT: 2.692345, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 122, loss@min: 0.950592, loss@max: 1.366494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001025, LT: 2.692580, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 123, loss@min: 0.941193, loss@max: 1.371309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001024, LT: 2.692631, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 124, loss@min: 0.937238, loss@max: 1.375816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001024, LT: 2.692485, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 125, loss@min: 0.936129, loss@max: 1.377323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001024, LT: 2.692202, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 126, loss@min: 0.951346, loss@max: 1.374650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001023, LT: 2.691514, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 127, loss@min: 0.955534, loss@max: 1.352727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001023, LT: 2.691113, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 128, loss@min: 0.940920, loss@max: 1.370659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001022, LT: 2.690677, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 129, loss@min: 0.939192, loss@max: 1.376173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001022, LT: 2.690177, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 130, loss@min: 0.943316, loss@max: 1.367588, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001021, LT: 2.689659, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 131, loss@min: 0.946858, loss@max: 1.367384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001021, LT: 2.689098, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 132, loss@min: 0.944375, loss@max: 1.368161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001021, LT: 2.688641, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 133, loss@min: 0.945538, loss@max: 1.365628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001020, LT: 2.688331, Top1S: 100.000000, Top1T: 49.468086 Train:epoch: 134, loss@min: 0.953173, loss@max: 1.358803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001020, LT: 2.688156, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 135, loss@min: 0.930511, loss@max: 1.380203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001020, LT: 2.688124, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 136, loss@min: 0.943812, loss@max: 1.367602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001019, LT: 2.688138, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 137, loss@min: 0.946971, loss@max: 1.365464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001019, LT: 2.688225, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 138, loss@min: 0.953150, loss@max: 1.357818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001019, LT: 2.688340, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 139, loss@min: 0.955886, loss@max: 1.355210, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001019, LT: 2.688448, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 140, loss@min: 0.945590, loss@max: 1.366089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001019, LT: 2.688562, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 141, loss@min: 0.955650, loss@max: 1.356431, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001019, LT: 2.688662, Top1S: 100.000000, Top1T: 49.586288 Train:epoch: 142, loss@min: 0.959575, loss@max: 1.352196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001018, LT: 2.688744, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 143, loss@min: 0.943983, loss@max: 1.367039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001018, LT: 2.688806, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 144, loss@min: 0.948885, loss@max: 1.361977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001018, LT: 2.688846, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 145, loss@min: 0.953709, loss@max: 1.355604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001018, LT: 2.688873, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 146, loss@min: 0.961063, loss@max: 1.350928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001018, LT: 2.688892, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 147, loss@min: 0.951923, loss@max: 1.360832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001018, LT: 2.688901, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 148, loss@min: 0.950763, loss@max: 1.361731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001018, LT: 2.688903, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 149, loss@min: 0.957763, loss@max: 1.352100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001018, LT: 2.688904, Top1S: 100.000000, Top1T: 49.527187 Train:epoch: 150, loss@min: 0.948906, loss@max: 1.363183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001018, LT: 2.688904, Top1S: 100.000000, Top1T: 49.527187 ------------------------------------------- Thu Jul 20 20:03:36 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 20:37:34 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.569833, loss@max: 2.041421, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.737159, loss@max: 1.743042, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.193693, loss@max: 1.571516, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.924669, loss@max: 1.451747, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.894866, loss@max: 1.344643, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 0.907802, loss@max: 1.312353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.956322, loss@max: 1.212827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.997054, loss@max: 1.158758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.019013, loss@max: 1.143799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.044206, loss@max: 1.198155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.918312, loss@max: 1.261194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.851317, loss@max: 1.339795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.869817, loss@max: 1.392548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.913750, loss@max: 1.334041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.940439, loss@max: 1.377506, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.943503, loss@max: 1.382187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.894016, loss@max: 1.415911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.991902, loss@max: 1.380918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.941925, loss@max: 1.324173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.001106, loss@max: 1.261514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.952239, loss@max: 1.381376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.958564, loss@max: 1.397287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.908011, loss@max: 1.444181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.931090, loss@max: 1.353524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.054458, loss@max: 1.335761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.037382, loss@max: 1.340741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.908277, loss@max: 1.477788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.888236, loss@max: 1.542876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.904958, loss@max: 1.503552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.949667, loss@max: 1.356652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.972569, loss@max: 1.324166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.004714, loss@max: 1.334223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.028346, loss@max: 1.413498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.981062, loss@max: 1.385595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.916152, loss@max: 1.408244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.958349, loss@max: 1.494198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.961969, loss@max: 1.433820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.024155, loss@max: 1.410595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.929711, loss@max: 1.465098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.889381, loss@max: 1.493662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.995083, loss@max: 1.435098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.025784, loss@max: 1.413154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.047615, loss@max: 1.450499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.986057, loss@max: 1.408840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.986810, loss@max: 1.422933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.007359, loss@max: 1.407441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.925168, loss@max: 1.537192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.955285, loss@max: 1.469671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.961946, loss@max: 1.590765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.972117, loss@max: 1.476211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.003538, loss@max: 1.463366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.975295, loss@max: 1.480894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.977601, loss@max: 1.483489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.962115, loss@max: 1.560997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.958561, loss@max: 1.525483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.019325, loss@max: 1.476929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.053164, loss@max: 1.461893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.983679, loss@max: 1.503495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.960091, loss@max: 1.469981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.016053, loss@max: 1.472062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.999296, loss@max: 1.480440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.024140, loss@max: 1.393526, 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loss@max: 1.459653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.949359, loss@max: 1.447622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.948250, loss@max: 1.474279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.967801, loss@max: 1.451217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.962277, loss@max: 1.499570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.965965, loss@max: 1.433400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.999968, loss@max: 1.424485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.952834, loss@max: 1.433373, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.973463, loss@max: 1.455114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001277, LT: 2.516634, Top1S: 100.000000, Top1T: 44.385342Best acc: 44.385342 Train:epoch: 81, loss@min: 0.949318, loss@max: 1.469055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001270, LT: 2.506745, Top1S: 100.000000, Top1T: 44.267139 Train:epoch: 82, loss@min: 0.999150, loss@max: 1.445670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001264, LT: 2.494725, Top1S: 100.000000, Top1T: 44.444443Best acc: 44.444443 Train:epoch: 83, loss@min: 1.011441, loss@max: 1.422545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001259, LT: 2.484770, Top1S: 100.000000, Top1T: 44.680851Best acc: 44.680851 Train:epoch: 84, loss@min: 0.992661, loss@max: 1.399579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001256, LT: 2.476834, Top1S: 100.000000, Top1T: 44.799053Best acc: 44.799053 Train:epoch: 85, loss@min: 0.961058, loss@max: 1.421963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001255, LT: 2.471734, Top1S: 100.000000, Top1T: 44.799053 Train:epoch: 86, loss@min: 0.951130, loss@max: 1.457774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001253, LT: 2.468262, Top1S: 100.000000, Top1T: 44.799053 Train:epoch: 87, loss@min: 0.976013, loss@max: 1.434139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001252, LT: 2.467536, Top1S: 100.000000, Top1T: 44.503548 Train:epoch: 88, loss@min: 0.964401, loss@max: 1.443165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001249, LT: 2.468569, Top1S: 100.000000, Top1T: 44.444443 Train:epoch: 89, loss@min: 0.945703, loss@max: 1.438612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001246, LT: 2.470846, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 90, loss@min: 0.923116, loss@max: 1.467570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001242, LT: 2.473154, Top1S: 100.000000, Top1T: 44.858154Best acc: 44.858154 Train:epoch: 91, loss@min: 0.942198, loss@max: 1.418729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001237, LT: 2.474379, Top1S: 100.000000, Top1T: 44.799053 Train:epoch: 92, loss@min: 0.959974, loss@max: 1.418744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001231, LT: 2.472715, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 93, loss@min: 0.960694, loss@max: 1.455170, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001227, LT: 2.468897, Top1S: 100.000000, Top1T: 44.917259Best acc: 44.917259 Train:epoch: 94, loss@min: 0.977578, loss@max: 1.425696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001223, LT: 2.465144, Top1S: 100.000000, Top1T: 44.976360Best acc: 44.976360 Train:epoch: 95, loss@min: 0.986871, loss@max: 1.356255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001220, LT: 2.462216, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 96, loss@min: 0.959446, loss@max: 1.380808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001217, LT: 2.459214, Top1S: 100.000000, Top1T: 44.799053 Train:epoch: 97, loss@min: 1.032924, loss@max: 1.360074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001215, LT: 2.457399, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 98, loss@min: 0.939700, loss@max: 1.437599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001212, LT: 2.453875, Top1S: 100.000000, Top1T: 45.271866Best acc: 45.271866 Train:epoch: 99, loss@min: 0.963156, loss@max: 1.452702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001209, LT: 2.449840, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 100, loss@min: 0.962815, loss@max: 1.426889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001206, LT: 2.447208, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 101, loss@min: 0.961668, loss@max: 1.441619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001204, LT: 2.446506, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 102, loss@min: 0.940022, loss@max: 1.437491, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001203, LT: 2.446967, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 103, loss@min: 0.961088, loss@max: 1.401831, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001202, LT: 2.449003, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 104, loss@min: 0.946918, loss@max: 1.445241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001200, LT: 2.450747, Top1S: 100.000000, Top1T: 45.330971Best acc: 45.330971 Train:epoch: 105, loss@min: 0.963414, loss@max: 1.405947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001199, LT: 2.452282, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 106, loss@min: 0.962575, loss@max: 1.403672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001198, LT: 2.454228, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 107, loss@min: 0.950624, loss@max: 1.413608, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001196, LT: 2.454306, Top1S: 100.000000, Top1T: 44.799053 Train:epoch: 108, loss@min: 0.957952, loss@max: 1.383722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001195, LT: 2.452874, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 109, loss@min: 0.973432, loss@max: 1.378029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001194, LT: 2.451116, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 110, loss@min: 0.960249, loss@max: 1.382555, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001193, LT: 2.449479, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 111, loss@min: 0.994308, loss@max: 1.358641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001191, LT: 2.447595, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 112, loss@min: 0.961776, loss@max: 1.394850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001190, LT: 2.446011, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 113, loss@min: 0.931944, loss@max: 1.403442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001188, LT: 2.444804, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 114, loss@min: 0.930740, loss@max: 1.416458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001186, LT: 2.443407, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 115, loss@min: 0.937315, loss@max: 1.409425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001184, LT: 2.442056, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 116, loss@min: 0.955213, loss@max: 1.375312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001183, LT: 2.440592, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 117, loss@min: 0.936436, loss@max: 1.401111, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001181, LT: 2.439362, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 118, loss@min: 0.956607, loss@max: 1.395491, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001180, LT: 2.438420, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 119, loss@min: 0.956894, loss@max: 1.377353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001179, LT: 2.437854, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 120, loss@min: 0.947379, loss@max: 1.391643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001178, LT: 2.437595, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 121, loss@min: 0.966359, loss@max: 1.366227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001177, LT: 2.437575, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 122, loss@min: 0.951496, loss@max: 1.380049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001176, LT: 2.437660, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 123, loss@min: 0.946660, loss@max: 1.410790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001176, LT: 2.437825, Top1S: 100.000000, Top1T: 45.271866 Train:epoch: 124, loss@min: 0.956610, loss@max: 1.392733, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001176, LT: 2.438072, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 125, loss@min: 0.957538, loss@max: 1.370177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001175, LT: 2.438230, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 126, loss@min: 0.943036, loss@max: 1.386112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001175, LT: 2.438406, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 127, loss@min: 0.943377, loss@max: 1.387484, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001175, LT: 2.438565, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 128, loss@min: 0.935511, loss@max: 1.392072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001175, LT: 2.438595, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 129, loss@min: 0.959388, loss@max: 1.375967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001174, LT: 2.438500, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 130, loss@min: 0.974003, loss@max: 1.357149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001174, LT: 2.438473, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 131, loss@min: 0.937537, loss@max: 1.390411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001174, LT: 2.438469, Top1S: 100.000000, Top1T: 44.917259 Train:epoch: 132, loss@min: 0.941633, loss@max: 1.407571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001173, LT: 2.438215, Top1S: 100.000000, Top1T: 44.917259 Train:epoch: 133, loss@min: 0.943677, loss@max: 1.376593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001173, LT: 2.438055, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 134, loss@min: 0.958614, loss@max: 1.363694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001173, LT: 2.437940, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 135, loss@min: 0.932634, loss@max: 1.395181, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001173, LT: 2.437812, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 136, loss@min: 0.957843, loss@max: 1.377414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001172, LT: 2.437606, Top1S: 100.000000, Top1T: 45.035461 Train:epoch: 137, loss@min: 0.963371, loss@max: 1.357615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001172, LT: 2.437439, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 138, loss@min: 0.953667, loss@max: 1.371098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001172, LT: 2.437302, Top1S: 100.000000, Top1T: 45.094563 Train:epoch: 139, loss@min: 0.945854, loss@max: 1.385083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001172, LT: 2.437166, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 140, loss@min: 0.968450, loss@max: 1.360585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001172, LT: 2.437072, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 141, loss@min: 0.960999, loss@max: 1.375592, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001171, LT: 2.436962, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 142, loss@min: 0.964385, loss@max: 1.364210, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001171, LT: 2.436886, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 143, loss@min: 0.973331, loss@max: 1.356162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001171, LT: 2.436823, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 144, loss@min: 0.934559, loss@max: 1.400842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001171, LT: 2.436788, Top1S: 100.000000, Top1T: 45.212765 Train:epoch: 145, loss@min: 0.949488, loss@max: 1.379569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001171, LT: 2.436775, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 146, loss@min: 0.956932, loss@max: 1.370019, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001171, LT: 2.436774, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 147, loss@min: 0.948121, loss@max: 1.377168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001171, LT: 2.436774, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 148, loss@min: 0.984751, loss@max: 1.348306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001171, LT: 2.436773, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 149, loss@min: 0.960236, loss@max: 1.377288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001171, LT: 2.436773, Top1S: 100.000000, Top1T: 45.153664 Train:epoch: 150, loss@min: 0.929635, loss@max: 1.395873, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001171, LT: 2.436773, Top1S: 100.000000, Top1T: 45.153664 ------------------------------------------- Thu Jul 20 21:50:11 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 22:05:00 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.473384, loss@max: 1.912194, Top1S acc: 100.000000, Top1T acc: 59.574467 Train:epoch: 2, loss@min: 2.377423, loss@max: 1.942900, Top1S acc: 100.000000, Top1T acc: 76.595734 Train:epoch: 3, loss@min: 1.769677, loss@max: 1.868451, Top1S acc: 100.000000, Top1T acc: 85.638298 Train:epoch: 4, loss@min: 1.335117, loss@max: 1.676224, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 5, loss@min: 1.172940, loss@max: 1.478090, Top1S acc: 100.000000, Top1T acc: 96.808510 Train:epoch: 6, loss@min: 1.164493, loss@max: 1.331423, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 7, loss@min: 1.113678, loss@max: 1.224973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.065926, loss@max: 1.190177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.010004, loss@max: 1.213506, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.957196, loss@max: 1.242163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.922025, loss@max: 1.291362, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 12, loss@min: 0.887869, loss@max: 1.296414, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.909253, loss@max: 1.261963, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.919586, loss@max: 1.257678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.940898, loss@max: 1.245305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.931983, loss@max: 1.262966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.946339, loss@max: 1.265705, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 18, loss@min: 0.931392, loss@max: 1.259560, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.934526, loss@max: 1.270037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.915115, loss@max: 1.289149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.933191, loss@max: 1.291795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.914353, loss@max: 1.305411, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.919249, loss@max: 1.302169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.943623, loss@max: 1.290515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.945263, loss@max: 1.282704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.942124, loss@max: 1.297224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.950044, loss@max: 1.298029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.931179, loss@max: 1.319055, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.928616, loss@max: 1.321588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.927335, loss@max: 1.331340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.938811, loss@max: 1.319027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.945062, loss@max: 1.323715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.943266, loss@max: 1.325388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.945049, loss@max: 1.330653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940402, loss@max: 1.337017, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.945582, loss@max: 1.332143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.955207, loss@max: 1.326371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.934071, loss@max: 1.350400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.927659, loss@max: 1.358244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.940214, loss@max: 1.356076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.958586, loss@max: 1.328821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.972540, loss@max: 1.332308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.928228, loss@max: 1.369695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.935746, loss@max: 1.361329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.948143, loss@max: 1.348969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.970585, loss@max: 1.334864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.955146, loss@max: 1.356112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.929194, loss@max: 1.377543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.939454, loss@max: 1.361658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.957333, loss@max: 1.352285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.941699, loss@max: 1.366426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.940480, loss@max: 1.366778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.953514, loss@max: 1.367901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.953971, loss@max: 1.361781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.949008, loss@max: 1.371556, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.955755, loss@max: 1.358977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.954641, loss@max: 1.366151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.947923, loss@max: 1.371190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.955016, loss@max: 1.363178, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.960208, loss@max: 1.365396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.945413, loss@max: 1.373233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.935752, loss@max: 1.383074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.940737, loss@max: 1.386042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.948130, loss@max: 1.377090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.960882, loss@max: 1.370292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.957823, loss@max: 1.364480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.960418, loss@max: 1.370502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.955941, loss@max: 1.369720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.950475, loss@max: 1.379263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.941258, loss@max: 1.392984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.949512, loss@max: 1.373381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.955719, loss@max: 1.369176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.952276, loss@max: 1.374079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.951247, loss@max: 1.380275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.944816, loss@max: 1.384605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.949706, loss@max: 1.376653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.942555, loss@max: 1.379936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.954958, loss@max: 1.370528, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.956053, loss@max: 1.368653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.959410, loss@max: 1.362149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000997, LT: 2.046848, Top1S: 100.000000, Top1T: 60.460995Best acc: 60.460995 Train:epoch: 81, loss@min: 0.961775, loss@max: 1.362450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000992, LT: 2.048267, Top1S: 100.000000, Top1T: 60.638298Best acc: 60.638298 Train:epoch: 82, loss@min: 0.952826, loss@max: 1.375625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000987, LT: 2.049962, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 83, loss@min: 0.946834, loss@max: 1.379370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000982, LT: 2.050426, Top1S: 100.000000, Top1T: 60.283688 Train:epoch: 84, loss@min: 0.947469, loss@max: 1.373136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000977, LT: 2.049204, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 85, loss@min: 0.943847, loss@max: 1.378752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000971, LT: 2.046461, Top1S: 100.000000, Top1T: 60.342789 Train:epoch: 86, loss@min: 0.945669, loss@max: 1.378816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000966, LT: 2.044111, Top1S: 100.000000, Top1T: 60.460995 Train:epoch: 87, loss@min: 0.942311, loss@max: 1.380049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000960, LT: 2.044074, Top1S: 100.000000, Top1T: 60.342789 Train:epoch: 88, loss@min: 0.952182, loss@max: 1.369570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000955, LT: 2.046629, Top1S: 100.000000, Top1T: 60.342789 Train:epoch: 89, loss@min: 0.967224, loss@max: 1.353721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000952, LT: 2.048425, Top1S: 100.000000, Top1T: 60.342789 Train:epoch: 90, loss@min: 0.949723, loss@max: 1.370203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000950, LT: 2.049388, Top1S: 100.000000, Top1T: 60.460995 Train:epoch: 91, loss@min: 0.951422, loss@max: 1.369813, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000949, LT: 2.049322, Top1S: 100.000000, Top1T: 60.460995 Train:epoch: 92, loss@min: 0.940742, loss@max: 1.374603, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 22:16:24 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.473370, loss@max: 1.912198, Top1S acc: 100.000000, Top1T acc: 59.574467 Train:epoch: 2, loss@min: 2.377418, loss@max: 1.942904, Top1S acc: 100.000000, Top1T acc: 76.595734 Train:epoch: 3, loss@min: 1.769679, loss@max: 1.868451, Top1S acc: 100.000000, Top1T acc: 85.638298 Train:epoch: 4, loss@min: 1.335118, loss@max: 1.676221, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 5, loss@min: 1.172943, loss@max: 1.478087, Top1S acc: 100.000000, Top1T acc: 96.808510 Train:epoch: 6, loss@min: 1.164489, loss@max: 1.331421, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 7, loss@min: 1.113675, loss@max: 1.224973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.065926, loss@max: 1.190177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.010001, loss@max: 1.213508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.957195, loss@max: 1.242161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.922025, loss@max: 1.291362, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 12, loss@min: 0.887869, loss@max: 1.296415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.909253, loss@max: 1.261962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.919583, loss@max: 1.257679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.940897, loss@max: 1.245306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.931982, loss@max: 1.262966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.946345, loss@max: 1.265697, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 18, loss@min: 0.931397, loss@max: 1.259555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.934526, loss@max: 1.270035, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.915110, loss@max: 1.289155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.933186, loss@max: 1.291803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.914352, loss@max: 1.305411, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.919253, loss@max: 1.302165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.943624, loss@max: 1.290514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.945261, loss@max: 1.282705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.942122, loss@max: 1.297229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.950044, loss@max: 1.298028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.931182, loss@max: 1.319051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.928620, loss@max: 1.321582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.927337, loss@max: 1.331338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.938808, loss@max: 1.319029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.945056, loss@max: 1.323719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.943262, loss@max: 1.325395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.945048, loss@max: 1.330652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940406, loss@max: 1.337014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.945586, loss@max: 1.332142, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.955207, loss@max: 1.326371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.934071, loss@max: 1.350401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.927656, loss@max: 1.358246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.940212, loss@max: 1.356076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.958592, loss@max: 1.328820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.972545, loss@max: 1.332309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.928224, loss@max: 1.369697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.935742, loss@max: 1.361339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.948143, loss@max: 1.348972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.970587, loss@max: 1.334860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.955156, loss@max: 1.356111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.929197, loss@max: 1.377542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.939452, loss@max: 1.361660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.957328, loss@max: 1.352295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.941694, loss@max: 1.366432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.940481, loss@max: 1.366777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.953524, loss@max: 1.367894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.953975, loss@max: 1.361776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.949007, loss@max: 1.371559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.955748, loss@max: 1.358985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.954635, loss@max: 1.366160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.947926, loss@max: 1.371190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.955027, loss@max: 1.363170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.960208, loss@max: 1.365394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.945410, loss@max: 1.373238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.935749, loss@max: 1.383077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.940737, loss@max: 1.386045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.948130, loss@max: 1.377088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.960886, loss@max: 1.370285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.957824, loss@max: 1.364478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.960416, loss@max: 1.370503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.955939, loss@max: 1.369718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.950472, loss@max: 1.379264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.941257, loss@max: 1.392982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.949516, loss@max: 1.373374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.955721, loss@max: 1.369172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.952272, loss@max: 1.374083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.951246, loss@max: 1.380271, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.944815, loss@max: 1.384604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.949707, loss@max: 1.376654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.942554, loss@max: 1.379936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.954960, loss@max: 1.370525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.956053, loss@max: 1.368651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.959412, loss@max: 1.362148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000997, LT: 2.046844, Top1S: 100.000000, Top1T: 60.460995Best acc: 60.460995 Train:epoch: 81, loss@min: 0.961774, loss@max: 1.362451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000992, LT: 2.048263, Top1S: 100.000000, Top1T: 60.638298Best acc: 60.638298 Train:epoch: 82, loss@min: 0.952822, loss@max: 1.375627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000987, LT: 2.049959, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 83, loss@min: 0.946833, loss@max: 1.379370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000982, LT: 2.050424, Top1S: 100.000000, Top1T: 60.283688 Train:epoch: 84, loss@min: 0.947467, loss@max: 1.373137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000976, LT: 2.049202, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 85, loss@min: 0.943849, loss@max: 1.378748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000971, LT: 2.046459, Top1S: 100.000000, Top1T: 60.342789 Train:epoch: 86, loss@min: 0.945670, loss@max: 1.378812, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000966, LT: 2.044108, Top1S: 100.000000, Top1T: 60.460995 Train:epoch: 87, loss@min: 0.942313, loss@max: 1.380048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000960, LT: 2.044071, Top1S: 100.000000, Top1T: 60.342789 Train:epoch: 88, loss@min: 0.952183, loss@max: 1.369570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000955, LT: 2.046625, Top1S: 100.000000, Top1T: 60.342789 Train:epoch: 89, loss@min: 0.967223, loss@max: 1.353721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000952, LT: 2.048421, Top1S: 100.000000, Top1T: 60.342789 Train:epoch: 90, loss@min: 0.949722, loss@max: 1.370203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000950, LT: 2.049385, Top1S: 100.000000, Top1T: 60.460995 Train:epoch: 91, loss@min: 0.951419, loss@max: 1.369815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000949, LT: 2.049320, Top1S: 100.000000, Top1T: 60.460995 Train:epoch: 92, loss@min: 0.940742, loss@max: 1.374603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000948, LT: 2.048359, Top1S: 100.000000, Top1T: 60.401890 Train:epoch: 93, loss@min: 0.935451, loss@max: 1.383387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000946, LT: 2.046547, Top1S: 100.000000, Top1T: 60.579197 Train:epoch: 94, loss@min: 0.951862, loss@max: 1.365598, Top1S acc: 100.000000, Top1T acc: 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Train:epoch: 100, loss@min: 0.952902, loss@max: 1.364832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000922, LT: 2.045107, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 101, loss@min: 0.946183, loss@max: 1.370546, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000921, LT: 2.045575, Top1S: 100.000000, Top1T: 60.579197 Train:epoch: 102, loss@min: 0.942745, loss@max: 1.374973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000920, LT: 2.045398, Top1S: 100.000000, Top1T: 60.638298 Train:epoch: 103, loss@min: 0.954903, loss@max: 1.360425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000918, LT: 2.044750, Top1S: 100.000000, Top1T: 60.579197 Train:epoch: 104, loss@min: 0.948345, loss@max: 1.365420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000917, LT: 2.044241, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 105, loss@min: 0.939839, loss@max: 1.374551, Top1S acc: 100.000000, 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loss@min: 0.949992, loss@max: 1.360046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000890, LT: 2.043130, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 128, loss@min: 0.951965, loss@max: 1.357109, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000890, LT: 2.042912, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 129, loss@min: 0.951258, loss@max: 1.358618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000890, LT: 2.042868, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 130, loss@min: 0.945840, loss@max: 1.363618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000889, LT: 2.042894, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 131, loss@min: 0.949019, loss@max: 1.360482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000889, LT: 2.042902, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 132, loss@min: 0.948078, loss@max: 1.362646, Top1S acc: 100.000000, Top1T acc: 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acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000887, LT: 2.043710, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 144, loss@min: 0.948151, loss@max: 1.360748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000887, LT: 2.043703, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 145, loss@min: 0.946390, loss@max: 1.361239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000887, LT: 2.043699, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 146, loss@min: 0.948470, loss@max: 1.360777, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000887, LT: 2.043697, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 147, loss@min: 0.943847, loss@max: 1.363679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000887, LT: 2.043696, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 148, loss@min: 0.948559, loss@max: 1.360863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000887, LT: 2.043696, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 149, loss@min: 0.947785, loss@max: 1.361358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000887, LT: 2.043696, Top1S: 100.000000, Top1T: 60.520096 Train:epoch: 150, loss@min: 0.947143, loss@max: 1.361351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000887, LT: 2.043696, Top1S: 100.000000, Top1T: 60.520096 ------------------------------------------- Thu Jul 20 23:31:37 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Thu Jul 20 23:34:08 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.272624, loss@max: 2.351310, Top1S acc: 100.000000, Top1T acc: 53.191486 Train:epoch: 2, loss@min: 2.926847, loss@max: 2.032495, Top1S acc: 100.000000, Top1T acc: 71.808510 Train:epoch: 3, loss@min: 1.841167, loss@max: 1.781330, Top1S acc: 100.000000, Top1T acc: 83.510628 Train:epoch: 4, loss@min: 1.263510, loss@max: 1.528752, Top1S acc: 100.000000, Top1T acc: 93.085106 Train:epoch: 5, loss@min: 1.098588, loss@max: 1.353270, Top1S acc: 100.000000, Top1T acc: 96.808510 Train:epoch: 6, loss@min: 1.072982, loss@max: 1.247110, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 7, loss@min: 1.086017, loss@max: 1.178072, Top1S acc: 100.000000, Top1T acc: 98.404251 Train:epoch: 8, loss@min: 1.040192, loss@max: 1.141087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.998771, loss@max: 1.171505, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 10, loss@min: 0.936045, loss@max: 1.218475, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 11, loss@min: 0.894522, loss@max: 1.282810, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 12, loss@min: 0.857147, loss@max: 1.297263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.888712, loss@max: 1.259143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.886942, loss@max: 1.266354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.911749, loss@max: 1.242174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.907371, loss@max: 1.262914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.973758, loss@max: 1.241377, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 18, loss@min: 0.943811, loss@max: 1.241647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.927631, loss@max: 1.271729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.903069, loss@max: 1.299991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.992048, loss@max: 1.291339, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 22, loss@min: 0.950295, loss@max: 1.282231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.910566, loss@max: 1.311312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.887399, loss@max: 1.364925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.955276, loss@max: 1.289721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.970719, loss@max: 1.285428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.944688, loss@max: 1.358073, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 28, loss@min: 0.904583, loss@max: 1.368109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.973150, loss@max: 1.318476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.994793, loss@max: 1.296647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.921571, loss@max: 1.368242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.902721, loss@max: 1.385018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.960342, loss@max: 1.335529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.977732, loss@max: 1.325848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.948650, loss@max: 1.361513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.918888, loss@max: 1.388151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.964853, loss@max: 1.346593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.957896, loss@max: 1.371768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.928062, loss@max: 1.377585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.947224, loss@max: 1.387063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.989899, loss@max: 1.334340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.970863, loss@max: 1.335282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.937300, loss@max: 1.387310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.915176, loss@max: 1.411143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.956422, loss@max: 1.358479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.999964, loss@max: 1.344803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.946479, loss@max: 1.385352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.926579, loss@max: 1.407399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944706, loss@max: 1.380530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.970471, loss@max: 1.360788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.972803, loss@max: 1.365142, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.940727, loss@max: 1.393362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.938000, loss@max: 1.398345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.954082, loss@max: 1.370046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.977032, loss@max: 1.353735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.963695, loss@max: 1.367309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.939862, loss@max: 1.387033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.935468, loss@max: 1.389660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.930359, loss@max: 1.400081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.963405, loss@max: 1.360234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.975954, loss@max: 1.350554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.969137, loss@max: 1.358450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.948812, loss@max: 1.388535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.936834, loss@max: 1.389456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.927834, loss@max: 1.407969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.965686, loss@max: 1.367356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.973296, loss@max: 1.358511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.967745, loss@max: 1.356765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.949076, loss@max: 1.381797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.927840, loss@max: 1.398475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.931722, loss@max: 1.396896, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.957459, loss@max: 1.372499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.967810, loss@max: 1.354042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.971346, loss@max: 1.345737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.954596, loss@max: 1.370680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.944349, loss@max: 1.378012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.919062, loss@max: 1.400699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.950195, loss@max: 1.367960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.948216, loss@max: 1.371472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.957346, loss@max: 1.360353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001239, LT: 2.765581, Top1S: 100.000000, Top1T: 57.801418Best acc: 57.801418 Train:epoch: 81, loss@min: 0.965605, loss@max: 1.351228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001237, LT: 2.761310, Top1S: 100.000000, Top1T: 57.742317 Train:epoch: 82, loss@min: 0.957902, loss@max: 1.357303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001233, LT: 2.758197, Top1S: 100.000000, Top1T: 57.919621Best acc: 57.919621 Train:epoch: 83, loss@min: 0.943303, loss@max: 1.374704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001227, LT: 2.752888, Top1S: 100.000000, Top1T: 57.919621 Train:epoch: 84, loss@min: 0.943634, loss@max: 1.376857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001220, LT: 2.746197, Top1S: 100.000000, Top1T: 57.978722Best acc: 57.978722 Train:epoch: 85, loss@min: 0.948807, loss@max: 1.365824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001214, LT: 2.739806, Top1S: 100.000000, Top1T: 57.978722 Train:epoch: 86, loss@min: 0.946496, loss@max: 1.369897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001210, LT: 2.734618, Top1S: 100.000000, Top1T: 57.860519 Train:epoch: 87, loss@min: 0.946201, loss@max: 1.370250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001207, LT: 2.730343, Top1S: 100.000000, Top1T: 57.919621 Train:epoch: 88, loss@min: 0.953659, loss@max: 1.363581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001205, LT: 2.727115, Top1S: 100.000000, Top1T: 57.978722 Train:epoch: 89, loss@min: 0.951331, loss@max: 1.361189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001202, LT: 2.724242, Top1S: 100.000000, Top1T: 58.037827Best acc: 58.037827 Train:epoch: 90, loss@min: 0.949212, loss@max: 1.366287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001199, LT: 2.721439, Top1S: 100.000000, Top1T: 58.037827 Train:epoch: 91, loss@min: 0.947586, loss@max: 1.370325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001195, LT: 2.718284, Top1S: 100.000000, Top1T: 58.037827 Train:epoch: 92, loss@min: 0.938936, loss@max: 1.371698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001191, LT: 2.714519, Top1S: 100.000000, Top1T: 57.978722 Train:epoch: 93, loss@min: 0.944373, loss@max: 1.369833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001189, LT: 2.710847, Top1S: 100.000000, Top1T: 58.037827 Train:epoch: 94, loss@min: 0.955997, loss@max: 1.359375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001187, LT: 2.707476, Top1S: 100.000000, Top1T: 58.215130Best acc: 58.215130 Train:epoch: 95, loss@min: 0.947852, loss@max: 1.366065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001186, LT: 2.704122, Top1S: 100.000000, Top1T: 58.156029 Train:epoch: 96, loss@min: 0.954038, loss@max: 1.361480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001183, LT: 2.701048, Top1S: 100.000000, Top1T: 58.096928 Train:epoch: 97, loss@min: 0.950812, loss@max: 1.362354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001181, LT: 2.699310, Top1S: 100.000000, Top1T: 58.096928 Train:epoch: 98, loss@min: 0.938949, loss@max: 1.371485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001178, LT: 2.698169, Top1S: 100.000000, Top1T: 58.037827 Train:epoch: 99, loss@min: 0.949060, loss@max: 1.360901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001175, LT: 2.697232, Top1S: 100.000000, Top1T: 58.037827 Train:epoch: 100, loss@min: 0.951207, loss@max: 1.361317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001172, LT: 2.696614, Top1S: 100.000000, Top1T: 58.037827 Train:epoch: 101, loss@min: 0.953280, loss@max: 1.357353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001170, LT: 2.695887, Top1S: 100.000000, Top1T: 58.096928 Train:epoch: 102, loss@min: 0.952014, loss@max: 1.358079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001168, LT: 2.694883, Top1S: 100.000000, Top1T: 58.037827 Train:epoch: 103, loss@min: 0.951485, loss@max: 1.359612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001165, LT: 2.693342, Top1S: 100.000000, Top1T: 58.037827 Train:epoch: 104, loss@min: 0.951769, loss@max: 1.358864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001163, LT: 2.691766, Top1S: 100.000000, Top1T: 58.037827 Train:epoch: 105, loss@min: 0.945782, loss@max: 1.365104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001161, LT: 2.689840, Top1S: 100.000000, Top1T: 57.978722 Train:epoch: 106, loss@min: 0.941822, loss@max: 1.367923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001159, LT: 2.687782, Top1S: 100.000000, Top1T: 58.037827 Train:epoch: 107, loss@min: 0.945428, loss@max: 1.363945, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001157, LT: 2.685900, Top1S: 100.000000, Top1T: 58.096928 Train:epoch: 108, loss@min: 0.947339, loss@max: 1.361996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001156, LT: 2.684666, Top1S: 100.000000, Top1T: 58.156029 Train:epoch: 109, loss@min: 0.939314, loss@max: 1.371403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001154, LT: 2.684076, Top1S: 100.000000, Top1T: 58.156029 Train:epoch: 110, loss@min: 0.948553, loss@max: 1.361242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001152, LT: 2.684005, Top1S: 100.000000, Top1T: 58.096928 Train:epoch: 111, loss@min: 0.945613, loss@max: 1.362593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001150, LT: 2.684260, Top1S: 100.000000, Top1T: 58.096928 Train:epoch: 112, loss@min: 0.945619, loss@max: 1.364089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001149, LT: 2.684405, Top1S: 100.000000, Top1T: 58.096928 Train:epoch: 113, loss@min: 0.944395, loss@max: 1.364585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001147, LT: 2.684262, Top1S: 100.000000, Top1T: 58.156029 Train:epoch: 114, loss@min: 0.954189, loss@max: 1.355751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001146, LT: 2.683810, Top1S: 100.000000, Top1T: 58.156029 Train:epoch: 115, loss@min: 0.954263, loss@max: 1.353995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001145, LT: 2.683090, Top1S: 100.000000, Top1T: 58.156029 Train:epoch: 116, loss@min: 0.939597, loss@max: 1.370093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001143, LT: 2.682124, Top1S: 100.000000, Top1T: 58.156029 Train:epoch: 117, loss@min: 0.950322, loss@max: 1.358620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001142, LT: 2.680924, Top1S: 100.000000, Top1T: 58.274231Best acc: 58.274231 Train:epoch: 118, loss@min: 0.946170, loss@max: 1.361720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001142, LT: 2.679885, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 119, loss@min: 0.948903, loss@max: 1.360001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001141, LT: 2.679004, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 120, loss@min: 0.955606, loss@max: 1.353490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001140, LT: 2.678585, Top1S: 100.000000, Top1T: 58.215130 Train:epoch: 121, loss@min: 0.947432, loss@max: 1.360492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001139, LT: 2.678351, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 122, loss@min: 0.947973, loss@max: 1.360847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001139, LT: 2.678243, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 123, loss@min: 0.947949, loss@max: 1.359399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001138, LT: 2.678190, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 124, loss@min: 0.944021, loss@max: 1.362451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001137, LT: 2.678058, Top1S: 100.000000, Top1T: 58.333332Best acc: 58.333332 Train:epoch: 125, loss@min: 0.939852, loss@max: 1.368194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001136, LT: 2.677831, Top1S: 100.000000, Top1T: 58.392433Best acc: 58.392433 Train:epoch: 126, loss@min: 0.943452, loss@max: 1.363637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001136, LT: 2.677494, Top1S: 100.000000, Top1T: 58.392433 Train:epoch: 127, loss@min: 0.947132, loss@max: 1.359605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001135, LT: 2.677164, Top1S: 100.000000, Top1T: 58.392433 Train:epoch: 128, loss@min: 0.948678, loss@max: 1.358716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001134, LT: 2.676895, Top1S: 100.000000, Top1T: 58.392433 Train:epoch: 129, loss@min: 0.948294, loss@max: 1.358418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001134, LT: 2.676616, Top1S: 100.000000, Top1T: 58.392433 Train:epoch: 130, loss@min: 0.948641, loss@max: 1.358576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001133, LT: 2.676317, Top1S: 100.000000, Top1T: 58.392433 Train:epoch: 131, loss@min: 0.943602, loss@max: 1.363583, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001133, LT: 2.676024, Top1S: 100.000000, Top1T: 58.392433 Train:epoch: 132, loss@min: 0.950981, loss@max: 1.356611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001133, LT: 2.675837, Top1S: 100.000000, Top1T: 58.392433 Train:epoch: 133, loss@min: 0.948216, loss@max: 1.360004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001132, LT: 2.675682, Top1S: 100.000000, Top1T: 58.392433 Train:epoch: 134, loss@min: 0.949864, loss@max: 1.356805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001132, LT: 2.675531, Top1S: 100.000000, Top1T: 58.333332 Train:epoch: 135, loss@min: 0.947188, loss@max: 1.359731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001132, LT: 2.675433, Top1S: 100.000000, Top1T: 58.333332 Train:epoch: 136, loss@min: 0.947391, loss@max: 1.359593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001132, LT: 2.675397, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 137, loss@min: 0.949840, loss@max: 1.357326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001131, LT: 2.675398, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 138, loss@min: 0.953073, loss@max: 1.353968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001131, LT: 2.675413, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 139, loss@min: 0.948446, loss@max: 1.358078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001131, LT: 2.675432, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 140, loss@min: 0.949419, loss@max: 1.356852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001131, LT: 2.675454, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 141, loss@min: 0.949714, loss@max: 1.356678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001131, LT: 2.675465, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 142, loss@min: 0.946951, loss@max: 1.360575, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001131, LT: 2.675481, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 143, loss@min: 0.949473, loss@max: 1.356920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001131, LT: 2.675488, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 144, loss@min: 0.942626, loss@max: 1.364131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001131, LT: 2.675487, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 145, loss@min: 0.943908, loss@max: 1.362188, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001131, LT: 2.675489, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 146, loss@min: 0.944949, loss@max: 1.361766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001131, LT: 2.675490, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 147, loss@min: 0.943452, loss@max: 1.362596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001131, LT: 2.675491, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 148, loss@min: 0.947293, loss@max: 1.360224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001131, LT: 2.675490, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 149, loss@min: 0.945214, loss@max: 1.361793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001131, LT: 2.675490, Top1S: 100.000000, Top1T: 58.274231 Train:epoch: 150, loss@min: 0.943884, loss@max: 1.362919, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001131, LT: 2.675490, Top1S: 100.000000, Top1T: 58.274231{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Fri Jul 21 00:45:48 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.169346, loss@max: 2.060075, Top1S acc: 100.000000, Top1T acc: 52.127659 Train:epoch: 2, loss@min: 3.557128, loss@max: 2.068042, Top1S acc: 100.000000, Top1T acc: 67.021271 Train:epoch: 3, loss@min: 2.089439, loss@max: 1.966040, Top1S acc: 100.000000, Top1T acc: 84.574463 Train:epoch: 4, loss@min: 1.527895, loss@max: 1.848328, Top1S acc: 100.000000, Top1T acc: 93.085106 Train:epoch: 5, loss@min: 1.249304, loss@max: 1.690219, Top1S acc: 100.000000, Top1T acc: 94.680847 Train:epoch: 6, loss@min: 1.169662, loss@max: 1.538387, Top1S acc: 100.000000, Top1T acc: 97.340424 Train:epoch: 7, loss@min: 1.048495, loss@max: 1.439091, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 8, loss@min: 1.026238, loss@max: 1.439367, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 9, loss@min: 0.903292, loss@max: 1.480181, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 10, loss@min: 0.861422, loss@max: 1.495868, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.880312, loss@max: 1.439629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.938730, loss@max: 1.382625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.021369, loss@max: 1.313701, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 14, loss@min: 1.057544, loss@max: 1.256306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.022649, loss@max: 1.251905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.972594, loss@max: 1.306781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.985713, loss@max: 1.313411, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.923793, loss@max: 1.341279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.939973, loss@max: 1.323091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.968658, loss@max: 1.316779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.975046, loss@max: 1.298382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.959859, loss@max: 1.327906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.890335, loss@max: 1.386464, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.903940, loss@max: 1.367694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.901290, loss@max: 1.361397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.964440, loss@max: 1.331647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.949366, loss@max: 1.342846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.927688, loss@max: 1.359271, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.942191, loss@max: 1.363762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.926491, loss@max: 1.367493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.968103, loss@max: 1.337894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.984344, loss@max: 1.319705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.963512, loss@max: 1.326824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.954576, loss@max: 1.347636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.954163, loss@max: 1.354318, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.918962, loss@max: 1.388162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.940792, loss@max: 1.375260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.958026, loss@max: 1.342688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.977400, loss@max: 1.326971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.974966, loss@max: 1.335323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.932480, loss@max: 1.377685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.926140, loss@max: 1.390668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.953070, loss@max: 1.357814, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.958122, loss@max: 1.354163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.949571, loss@max: 1.359080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.947033, loss@max: 1.376051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.947266, loss@max: 1.368853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.930017, loss@max: 1.379855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945231, loss@max: 1.370506, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.959730, loss@max: 1.357615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.950279, loss@max: 1.370397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.942303, loss@max: 1.372800, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.942618, loss@max: 1.372184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.954152, loss@max: 1.364050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.976941, loss@max: 1.342596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.967310, loss@max: 1.353339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.952877, loss@max: 1.368964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.945913, loss@max: 1.376410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.924397, loss@max: 1.395210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.945488, loss@max: 1.372715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.964673, loss@max: 1.357640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.962941, loss@max: 1.358805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.950635, loss@max: 1.376653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.947043, loss@max: 1.382126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.948266, loss@max: 1.374023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.945385, loss@max: 1.373779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.943790, loss@max: 1.372876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.947838, loss@max: 1.373906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.946523, loss@max: 1.376898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.952183, loss@max: 1.364557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.969340, loss@max: 1.357349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.955956, loss@max: 1.363720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.944392, loss@max: 1.372658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.931670, loss@max: 1.387064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.944020, loss@max: 1.375530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.960947, loss@max: 1.359320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.967506, loss@max: 1.353671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.955123, loss@max: 1.363309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.953580, loss@max: 1.364645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.944622, loss@max: 1.373183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001244, LT: 2.200487, Top1S: 100.000000, Top1T: 59.929077Best acc: 59.929077 Train:epoch: 81, loss@min: 0.954782, loss@max: 1.361507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001240, LT: 2.198150, Top1S: 100.000000, Top1T: 59.929077 Train:epoch: 82, loss@min: 0.945835, loss@max: 1.371718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001237, LT: 2.196644, Top1S: 100.000000, Top1T: 59.929077 Train:epoch: 83, loss@min: 0.939860, loss@max: 1.377549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001232, LT: 2.196237, Top1S: 100.000000, Top1T: 59.929077 Train:epoch: 84, loss@min: 0.943508, loss@max: 1.374982, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Fri Jul 21 00:51:08 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.817227, loss@max: 1.986650, Top1S acc: 100.000000, Top1T acc: 53.723404 Train:epoch: 2, loss@min: 3.328426, loss@max: 1.994871, Top1S acc: 100.000000, Top1T acc: 64.893616 Train:epoch: 3, loss@min: 2.482274, loss@max: 2.124331, Top1S acc: 100.000000, Top1T acc: 77.659569 Train:epoch: 4, loss@min: 1.926564, loss@max: 2.192037, Top1S acc: 100.000000, Top1T acc: 82.446808 Train:epoch: 5, loss@min: 1.364664, loss@max: 2.107507, Top1S acc: 100.000000, Top1T acc: 90.957443 Train:epoch: 6, loss@min: 1.112571, loss@max: 1.974981, Top1S acc: 100.000000, Top1T acc: 97.340424 Train:epoch: 7, loss@min: 1.039614, loss@max: 1.872110, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 8, loss@min: 1.064729, loss@max: 1.737206, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 9, loss@min: 0.996761, loss@max: 1.617570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.999752, loss@max: 1.506460, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 11, loss@min: 1.024380, loss@max: 1.435007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.035638, loss@max: 1.403788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.053443, loss@max: 1.379429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.023563, loss@max: 1.348634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.022258, loss@max: 1.342166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.034937, loss@max: 1.320406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.034764, loss@max: 1.296844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.998763, loss@max: 1.300357, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.995992, loss@max: 1.318865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.977440, loss@max: 1.335168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.947366, loss@max: 1.344485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.911402, loss@max: 1.388451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.897334, loss@max: 1.391825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.918073, loss@max: 1.376363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.911227, loss@max: 1.388859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.928329, loss@max: 1.369053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.946370, loss@max: 1.373606, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.940736, loss@max: 1.355289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.939468, loss@max: 1.368641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.942078, loss@max: 1.362733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.970825, loss@max: 1.332744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.986598, loss@max: 1.319898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.987031, loss@max: 1.324454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.979251, loss@max: 1.327739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.975820, loss@max: 1.328305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.962018, loss@max: 1.345748, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.936922, loss@max: 1.373288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.911000, loss@max: 1.398823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.941440, loss@max: 1.372191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.946165, loss@max: 1.365242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.937962, loss@max: 1.374377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.951572, loss@max: 1.359388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.948118, loss@max: 1.372693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.939152, loss@max: 1.374824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.945604, loss@max: 1.368111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.944261, loss@max: 1.374679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.971702, loss@max: 1.351233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.948854, loss@max: 1.362210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.952429, loss@max: 1.365995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.960679, loss@max: 1.352057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.963351, loss@max: 1.355255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.945078, loss@max: 1.373693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.944502, loss@max: 1.378250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.944555, loss@max: 1.381055, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.961587, loss@max: 1.359427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.960763, loss@max: 1.360311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.950805, loss@max: 1.377822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.954430, loss@max: 1.373334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.945183, loss@max: 1.383177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.935776, loss@max: 1.383051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.953691, loss@max: 1.375773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.948686, loss@max: 1.374362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.955275, loss@max: 1.371784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.951240, loss@max: 1.373273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.949022, loss@max: 1.377349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.948991, loss@max: 1.369883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.951032, loss@max: 1.372872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.950886, loss@max: 1.378710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.960444, loss@max: 1.363817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.960532, loss@max: 1.358873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.959621, loss@max: 1.360253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.956814, loss@max: 1.368628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.954262, loss@max: 1.369363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.938488, loss@max: 1.380154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.942425, loss@max: 1.380115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.947832, loss@max: 1.374239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.950989, loss@max: 1.370852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.951472, loss@max: 1.376776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.966201, loss@max: 1.354204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.941971, loss@max: 1.379140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001227, LT: 1.946061, Top1S: 100.000000, Top1T: 61.170212Best acc: 61.170212 Train:epoch: 81, loss@min: 0.957084, loss@max: 1.361906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001223, LT: 1.945296, Top1S: 100.000000, Top1T: 61.052010 Train:epoch: 82, loss@min: 0.939398, loss@max: 1.380180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001218, LT: 1.945052, Top1S: 100.000000, Top1T: 61.170212 Train:epoch: 83, loss@min: 0.940523, loss@max: 1.385821, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001212, LT: 1.945365, Top1S: 100.000000, Top1T: 61.347519Best acc: 61.347519 Train:epoch: 84, loss@min: 0.942603, loss@max: 1.380403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001207, LT: 1.945522, Top1S: 100.000000, Top1T: 61.347519 Train:epoch: 85, loss@min: 0.952371, loss@max: 1.367313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001202, LT: 1.945877, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 86, loss@min: 0.959478, loss@max: 1.360004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001197, LT: 1.946542, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 87, loss@min: 0.958667, loss@max: 1.363261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001191, LT: 1.946771, Top1S: 100.000000, Top1T: 61.170212 Train:epoch: 88, loss@min: 0.958091, loss@max: 1.361599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001186, LT: 1.947026, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 89, loss@min: 0.952980, loss@max: 1.367854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001181, LT: 1.946996, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 90, loss@min: 0.951847, loss@max: 1.367292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001176, LT: 1.946339, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 91, loss@min: 0.940659, loss@max: 1.377645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001172, LT: 1.944813, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 92, loss@min: 0.948409, loss@max: 1.371130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001167, LT: 1.943925, Top1S: 100.000000, Top1T: 61.288418 Train:epoch: 93, loss@min: 0.953772, loss@max: 1.366747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001163, LT: 1.944397, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 94, loss@min: 0.942493, loss@max: 1.379077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001159, LT: 1.945509, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 95, loss@min: 0.947636, loss@max: 1.374201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001155, LT: 1.947531, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 96, loss@min: 0.950884, loss@max: 1.369590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001151, LT: 1.949518, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 97, loss@min: 0.951954, loss@max: 1.365353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001149, LT: 1.950846, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 98, loss@min: 0.961887, loss@max: 1.356542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001147, LT: 1.950661, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 99, loss@min: 0.956021, loss@max: 1.364751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001146, LT: 1.949104, Top1S: 100.000000, Top1T: 61.170212 Train:epoch: 100, loss@min: 0.947670, loss@max: 1.374223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001144, LT: 1.947358, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 101, loss@min: 0.941835, loss@max: 1.376523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001141, LT: 1.945941, Top1S: 100.000000, Top1T: 61.347519 Train:epoch: 102, loss@min: 0.946422, loss@max: 1.373459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001137, LT: 1.945079, Top1S: 100.000000, Top1T: 61.347519 Train:epoch: 103, loss@min: 0.946487, loss@max: 1.374430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001133, LT: 1.944845, Top1S: 100.000000, Top1T: 61.406620Best acc: 61.406620 Train:epoch: 104, loss@min: 0.946641, loss@max: 1.369044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001129, LT: 1.944668, Top1S: 100.000000, Top1T: 61.406620 Train:epoch: 105, loss@min: 0.957016, loss@max: 1.364148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001125, LT: 1.944788, Top1S: 100.000000, Top1T: 61.347519 Train:epoch: 106, loss@min: 0.946872, loss@max: 1.371951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001123, LT: 1.945174, Top1S: 100.000000, Top1T: 61.288418 Train:epoch: 107, loss@min: 0.955344, loss@max: 1.360890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001122, LT: 1.945497, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 108, loss@min: 0.950262, loss@max: 1.370446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001121, LT: 1.945682, Top1S: 100.000000, Top1T: 61.288418 Train:epoch: 109, loss@min: 0.953028, loss@max: 1.365202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001120, LT: 1.945693, Top1S: 100.000000, Top1T: 61.288418 Train:epoch: 110, loss@min: 0.947742, loss@max: 1.369770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001119, LT: 1.945743, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 111, loss@min: 0.946955, loss@max: 1.370281, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001118, LT: 1.945842, Top1S: 100.000000, Top1T: 61.170212 Train:epoch: 112, loss@min: 0.937997, loss@max: 1.376498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001116, LT: 1.945901, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 113, loss@min: 0.941333, loss@max: 1.374478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001114, LT: 1.945816, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 114, loss@min: 0.951634, loss@max: 1.365543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001113, LT: 1.945537, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 115, loss@min: 0.954071, loss@max: 1.362450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001111, LT: 1.945270, Top1S: 100.000000, Top1T: 61.288418 Train:epoch: 116, loss@min: 0.953436, loss@max: 1.361251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001109, LT: 1.945126, Top1S: 100.000000, Top1T: 61.288418 Train:epoch: 117, loss@min: 0.947072, loss@max: 1.367998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001108, LT: 1.945206, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 118, loss@min: 0.948192, loss@max: 1.368401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001106, LT: 1.945336, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 119, loss@min: 0.952711, loss@max: 1.365896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001105, LT: 1.945373, Top1S: 100.000000, Top1T: 61.170212 Train:epoch: 120, loss@min: 0.956760, loss@max: 1.357453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001104, LT: 1.945561, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 121, loss@min: 0.946044, loss@max: 1.367260, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001103, LT: 1.945720, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 122, loss@min: 0.946238, loss@max: 1.366629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001102, LT: 1.945979, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 123, loss@min: 0.945790, loss@max: 1.367741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001101, LT: 1.946206, Top1S: 100.000000, Top1T: 61.111111 Train:epoch: 124, loss@min: 0.951469, loss@max: 1.360883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001101, LT: 1.946448, Top1S: 100.000000, Top1T: 61.170212 Train:epoch: 125, loss@min: 0.955863, loss@max: 1.358014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001100, LT: 1.946664, Top1S: 100.000000, Top1T: 61.170212 Train:epoch: 126, loss@min: 0.951599, loss@max: 1.361070, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001099, LT: 1.946841, Top1S: 100.000000, Top1T: 61.170212 Train:epoch: 127, loss@min: 0.942937, loss@max: 1.370259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001099, LT: 1.947003, Top1S: 100.000000, Top1T: 61.170212 Train:epoch: 128, loss@min: 0.950122, loss@max: 1.363608, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001098, LT: 1.947063, Top1S: 100.000000, Top1T: 61.170212 Train:epoch: 129, loss@min: 0.948887, loss@max: 1.366305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001098, LT: 1.947093, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 130, loss@min: 0.953976, loss@max: 1.361621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001097, LT: 1.947099, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 131, loss@min: 0.947189, loss@max: 1.367230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001097, LT: 1.947115, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 132, loss@min: 0.952715, loss@max: 1.359515, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001096, LT: 1.947094, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 133, loss@min: 0.948803, loss@max: 1.363386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001096, LT: 1.947017, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 134, loss@min: 0.949890, loss@max: 1.362218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001096, LT: 1.946970, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 135, loss@min: 0.941546, loss@max: 1.371207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001095, LT: 1.946909, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 136, loss@min: 0.951396, loss@max: 1.361225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001095, LT: 1.946834, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 137, loss@min: 0.950712, loss@max: 1.367594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001095, LT: 1.946746, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 138, loss@min: 0.949399, loss@max: 1.364053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001095, LT: 1.946683, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 139, loss@min: 0.957246, loss@max: 1.358598, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001094, LT: 1.946636, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 140, loss@min: 0.948348, loss@max: 1.365238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001094, LT: 1.946608, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 141, loss@min: 0.950992, loss@max: 1.362406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001094, LT: 1.946586, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 142, loss@min: 0.944873, loss@max: 1.367133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001094, LT: 1.946577, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 143, loss@min: 0.945110, loss@max: 1.366428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001094, LT: 1.946571, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 144, loss@min: 0.942661, loss@max: 1.369443, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001094, LT: 1.946563, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 145, loss@min: 0.947908, loss@max: 1.364301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001094, LT: 1.946555, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 146, loss@min: 0.945892, loss@max: 1.366606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001094, LT: 1.946550, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 147, loss@min: 0.951217, loss@max: 1.361777, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001094, LT: 1.946549, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 148, loss@min: 0.945451, loss@max: 1.367362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001094, LT: 1.946547, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 149, loss@min: 0.947649, loss@max: 1.364913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001094, LT: 1.946547, Top1S: 100.000000, Top1T: 61.229313 Train:epoch: 150, loss@min: 0.942036, loss@max: 1.370182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001094, LT: 1.946547, Top1S: 100.000000, Top1T: 61.229313{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Fri Jul 21 01:39:38 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.771604, loss@max: 2.344281, Top1S acc: 100.000000, Top1T acc: 57.421875 Train:epoch: 2, loss@min: 2.319231, loss@max: 2.410744, Top1S acc: 100.000000, Top1T acc: 74.218750 Train:epoch: 3, loss@min: 1.974409, loss@max: 1.944598, Top1S acc: 100.000000, Top1T acc: 82.812500 Train:epoch: 4, loss@min: 1.793675, loss@max: 1.701621, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 5, loss@min: 1.702555, loss@max: 1.471105, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 6, loss@min: 1.428566, loss@max: 1.386528, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 7, loss@min: 1.207571, loss@max: 1.413440, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 8, loss@min: 1.041636, loss@max: 1.490636, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.076326, loss@max: 1.451098, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 10, loss@min: 1.042990, loss@max: 1.340429, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.121862, loss@max: 1.293358, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 12, loss@min: 0.961375, loss@max: 1.367535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.991958, loss@max: 1.326154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.975264, loss@max: 1.323314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.932753, loss@max: 1.345448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.989537, loss@max: 1.289395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.972666, loss@max: 1.299333, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 0.950048, loss@max: 1.336294, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 0.941656, loss@max: 1.330779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.980116, loss@max: 1.329350, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 21, loss@min: 0.973945, loss@max: 1.329765, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.944653, loss@max: 1.328589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.000368, loss@max: 1.322597, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.939076, loss@max: 1.370917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.954612, loss@max: 1.332406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.959747, loss@max: 1.372755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.970735, loss@max: 1.341807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.945464, loss@max: 1.390589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.967530, loss@max: 1.364635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.973828, loss@max: 1.386913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.995731, loss@max: 1.419955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.923475, loss@max: 1.471314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.993616, loss@max: 1.422214, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 0.990589, loss@max: 1.387697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.966848, loss@max: 1.437146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.003624, loss@max: 1.433014, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 1.014368, loss@max: 1.434909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.924246, loss@max: 1.487142, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.991405, loss@max: 1.428780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.990740, loss@max: 1.441557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.942993, loss@max: 1.496062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.984147, loss@max: 1.458615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.984901, loss@max: 1.451943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.978656, loss@max: 1.449144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.996292, loss@max: 1.427343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.953006, loss@max: 1.425790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.990568, loss@max: 1.422736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.981276, loss@max: 1.439772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.974334, loss@max: 1.435228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.950140, loss@max: 1.421980, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.982090, loss@max: 1.407766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.958137, loss@max: 1.447578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.007874, loss@max: 1.389328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.957851, loss@max: 1.429464, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.968891, loss@max: 1.418573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.991553, loss@max: 1.398304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.948706, loss@max: 1.436877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.966930, loss@max: 1.403210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.995355, loss@max: 1.393371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.963592, loss@max: 1.417219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.962830, loss@max: 1.454783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.979810, loss@max: 1.410424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.968385, loss@max: 1.405435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.955340, loss@max: 1.423123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.960049, loss@max: 1.406842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.967226, loss@max: 1.397988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.974284, loss@max: 1.393193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.941662, loss@max: 1.421549, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.960947, loss@max: 1.399410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.965355, loss@max: 1.405291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.955536, loss@max: 1.432000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953751, loss@max: 1.397885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.972808, loss@max: 1.385129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.947548, loss@max: 1.401755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.960797, loss@max: 1.393029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.958748, loss@max: 1.398603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954163, loss@max: 1.389753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.958476, loss@max: 1.394478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.959981, loss@max: 1.387230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.958110, loss@max: 1.386074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000678, LT: 1.678900, Top1S: 100.000000, Top1T: 66.962173Best acc: 66.962173 Train:epoch: 81, loss@min: 0.958920, loss@max: 1.382574, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000674, LT: 1.681016, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 82, loss@min: 0.955380, loss@max: 1.385453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000670, LT: 1.685349, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 83, loss@min: 0.957682, loss@max: 1.383337, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 20} ------------------------------------------- Fri Jul 21 01:55:22 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.771604, loss@max: 2.344281, Top1S acc: 100.000000, Top1T acc: 57.421875 Train:epoch: 2, loss@min: 2.319232, loss@max: 2.410744, Top1S acc: 100.000000, Top1T acc: 74.218750 Train:epoch: 3, loss@min: 1.974409, loss@max: 1.944598, Top1S acc: 100.000000, Top1T acc: 82.812500 Train:epoch: 4, loss@min: 1.793676, loss@max: 1.701621, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 5, loss@min: 1.702555, loss@max: 1.471105, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 6, loss@min: 1.428565, loss@max: 1.386530, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 7, loss@min: 1.207573, loss@max: 1.413438, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 8, loss@min: 1.041637, loss@max: 1.490635, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.076326, loss@max: 1.451098, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 10, loss@min: 1.042989, loss@max: 1.340430, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.121862, loss@max: 1.293357, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 12, loss@min: 0.961375, loss@max: 1.367533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.991957, loss@max: 1.326155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.975266, loss@max: 1.323313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.932751, loss@max: 1.345448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.989536, loss@max: 1.289395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.972667, loss@max: 1.299333, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 0.950047, loss@max: 1.336294, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 0.941658, loss@max: 1.330778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.980117, loss@max: 1.329349, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 20, LS: 0.001564, LT: 1.515803, Top1S: 100.000000, Top1T: 66.548462Best acc: 66.548462 Train:epoch: 21, loss@min: 0.974401, loss@max: 1.329225, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 21, LS: 0.001550, LT: 1.525429, Top1S: 100.000000, Top1T: 66.607567Best acc: 66.607567 Train:epoch: 22, loss@min: 0.945607, loss@max: 1.326944, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 22, LS: 0.001475, LT: 1.551643, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 23, loss@min: 0.998431, loss@max: 1.320731, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 23, LS: 0.001422, LT: 1.553310, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 24, loss@min: 0.936938, loss@max: 1.375966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 0.001410, LT: 1.555311, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 25, loss@min: 0.950990, loss@max: 1.334785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.001346, LT: 1.567341, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 26, loss@min: 0.960565, loss@max: 1.371160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.001316, LT: 1.570636, Top1S: 100.000000, Top1T: 66.666664Best acc: 66.666664 Train:epoch: 27, loss@min: 0.982253, loss@max: 1.340375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.001277, LT: 1.571274, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 28, loss@min: 0.939979, loss@max: 1.403480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.001237, LT: 1.584537, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 29, loss@min: 0.974401, loss@max: 1.369876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.001200, LT: 1.602147, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 30, loss@min: 0.980819, loss@max: 1.388479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.001204, LT: 1.612593, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 31, loss@min: 0.988692, loss@max: 1.427099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.001185, LT: 1.614414, Top1S: 100.000000, Top1T: 66.962173Best acc: 66.962173 Train:epoch: 32, loss@min: 0.931316, loss@max: 1.460940, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.001146, LT: 1.630073, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 33, loss@min: 0.995064, loss@max: 1.430219, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 33, LS: 0.001116, LT: 1.622719, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 34, loss@min: 0.987686, loss@max: 1.386147, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.001100, LT: 1.623004, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 35, loss@min: 0.979552, loss@max: 1.424872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.001071, LT: 1.616332, Top1S: 100.000000, Top1T: 67.080376Best acc: 67.080376 Train:epoch: 36, loss@min: 0.974655, loss@max: 1.460668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.001041, LT: 1.621473, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 37, loss@min: 0.960412, loss@max: 1.457221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.001053, LT: 1.623502, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 38, loss@min: 0.939580, loss@max: 1.454725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.001017, LT: 1.626737, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 39, loss@min: 1.017437, loss@max: 1.390526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.001001, LT: 1.625451, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 40, loss@min: 0.948695, loss@max: 1.504699, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.000987, LT: 1.624523, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 41, loss@min: 1.016880, loss@max: 1.450448, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 41, LS: 0.000960, LT: 1.621192, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 42, loss@min: 0.951365, loss@max: 1.470176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.000959, LT: 1.625511, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 43, loss@min: 0.985862, loss@max: 1.449810, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.000942, LT: 1.621457, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 44, loss@min: 1.031798, loss@max: 1.400619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.000921, LT: 1.631171, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 45, loss@min: 0.973462, loss@max: 1.475957, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 45, LS: 0.000924, LT: 1.620967, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 46, loss@min: 0.976627, loss@max: 1.473835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.000898, LT: 1.615851, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 47, loss@min: 1.007922, loss@max: 1.431396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.000894, LT: 1.621738, Top1S: 100.000000, Top1T: 67.375885Best acc: 67.375885 Train:epoch: 48, loss@min: 0.968222, loss@max: 1.455396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.000891, LT: 1.617015, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 49, loss@min: 0.959020, loss@max: 1.456458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.000865, LT: 1.622528, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 50, loss@min: 0.991458, loss@max: 1.410586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000860, LT: 1.622384, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 51, loss@min: 0.975404, loss@max: 1.419726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.000859, LT: 1.632979, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 52, loss@min: 0.953534, loss@max: 1.437927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.000853, LT: 1.635327, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 53, loss@min: 1.001379, loss@max: 1.435638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000835, LT: 1.625106, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 54, loss@min: 0.942927, loss@max: 1.472260, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.000825, LT: 1.637048, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 55, loss@min: 0.953155, loss@max: 1.439777, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.000815, LT: 1.632799, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 56, loss@min: 0.960475, loss@max: 1.467468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.000806, LT: 1.628070, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 57, loss@min: 0.973974, loss@max: 1.431482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000799, LT: 1.631201, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 58, loss@min: 0.966602, loss@max: 1.444406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000795, LT: 1.627269, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 59, loss@min: 0.952668, loss@max: 1.427887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000789, LT: 1.626996, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 60, loss@min: 0.953093, loss@max: 1.443887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000786, LT: 1.630318, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 61, loss@min: 0.981379, loss@max: 1.410130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000777, LT: 1.627961, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 62, loss@min: 0.985656, loss@max: 1.413280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000772, LT: 1.629522, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 63, loss@min: 0.963723, loss@max: 1.418671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000768, LT: 1.638179, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 64, loss@min: 0.964583, loss@max: 1.410173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000754, LT: 1.637286, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 65, loss@min: 0.959372, loss@max: 1.451464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000754, LT: 1.636868, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 66, loss@min: 0.955016, loss@max: 1.434255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000755, LT: 1.644927, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 67, loss@min: 0.935820, loss@max: 1.460688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000745, LT: 1.642940, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 68, loss@min: 1.006702, loss@max: 1.395203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000739, LT: 1.639721, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 69, loss@min: 0.967390, loss@max: 1.394100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000740, LT: 1.649005, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 70, loss@min: 0.949921, loss@max: 1.423663, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000729, LT: 1.650707, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 71, loss@min: 0.976533, loss@max: 1.392875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000721, LT: 1.649276, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 72, loss@min: 0.971533, loss@max: 1.390244, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000721, LT: 1.650509, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 73, loss@min: 0.953808, loss@max: 1.417045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000715, LT: 1.653177, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 74, loss@min: 0.957298, loss@max: 1.404423, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000707, LT: 1.654233, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 75, loss@min: 0.969607, loss@max: 1.394304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000708, LT: 1.655162, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 76, loss@min: 0.960243, loss@max: 1.395540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000706, LT: 1.658509, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 77, loss@min: 0.951826, loss@max: 1.407102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000699, LT: 1.663355, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 78, loss@min: 0.953419, loss@max: 1.393107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000694, LT: 1.666365, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 79, loss@min: 0.969556, loss@max: 1.377678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000691, LT: 1.666083, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 80, loss@min: 0.962968, loss@max: 1.383683, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000684, LT: 1.669290, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 81, loss@min: 0.944828, loss@max: 1.412197, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000678, LT: 1.672603, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 82, loss@min: 0.955977, loss@max: 1.386950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000677, LT: 1.673152, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 83, loss@min: 0.968582, loss@max: 1.371365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000677, LT: 1.672705, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 84, loss@min: 0.951721, loss@max: 1.384690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000675, LT: 1.675144, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 85, loss@min: 0.953090, loss@max: 1.381155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000670, LT: 1.678316, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 86, loss@min: 0.958452, loss@max: 1.377952, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000666, LT: 1.679515, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 87, loss@min: 0.951272, loss@max: 1.378306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000663, LT: 1.679234, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 88, loss@min: 0.954734, loss@max: 1.376262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000660, LT: 1.680843, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 89, loss@min: 0.966884, loss@max: 1.370691, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000658, LT: 1.683556, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 90, loss@min: 0.943521, loss@max: 1.384893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000657, LT: 1.686044, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 91, loss@min: 0.947906, loss@max: 1.388127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000655, LT: 1.687539, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 92, loss@min: 0.950380, loss@max: 1.380292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000651, LT: 1.688043, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 93, loss@min: 0.959837, loss@max: 1.370694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000648, LT: 1.689871, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 94, loss@min: 0.950305, loss@max: 1.392499, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 0.000646, LT: 1.692228, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 95, loss@min: 0.950729, loss@max: 1.377808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000644, LT: 1.692655, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 96, loss@min: 0.956176, loss@max: 1.376354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000642, LT: 1.693603, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 97, loss@min: 0.963335, loss@max: 1.372196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000640, LT: 1.696647, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 98, loss@min: 0.947946, loss@max: 1.376714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000637, LT: 1.698508, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 99, loss@min: 0.950816, loss@max: 1.373390, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000635, LT: 1.699459, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 100, loss@min: 0.953918, loss@max: 1.370711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000633, LT: 1.700893, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 101, loss@min: 0.949775, loss@max: 1.376992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000631, LT: 1.702818, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 102, loss@min: 0.942116, loss@max: 1.382309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000629, LT: 1.704255, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 103, loss@min: 0.955851, loss@max: 1.364823, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000628, LT: 1.704821, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 104, loss@min: 0.956261, loss@max: 1.364430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000626, LT: 1.705618, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 105, loss@min: 0.947686, loss@max: 1.376845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000625, LT: 1.706980, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 106, loss@min: 0.949285, loss@max: 1.373946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000623, LT: 1.708930, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 107, loss@min: 0.947178, loss@max: 1.375296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000622, LT: 1.710552, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 108, loss@min: 0.952584, loss@max: 1.369496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000621, LT: 1.711984, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 109, loss@min: 0.947397, loss@max: 1.375637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000620, LT: 1.714171, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 110, loss@min: 0.955073, loss@max: 1.367756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000619, LT: 1.716098, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 111, loss@min: 0.952571, loss@max: 1.370558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000618, LT: 1.717046, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 112, loss@min: 0.953250, loss@max: 1.372425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000617, LT: 1.717513, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 113, loss@min: 0.950374, loss@max: 1.369467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000616, LT: 1.718077, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 114, loss@min: 0.950098, loss@max: 1.371152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000614, LT: 1.719261, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 115, loss@min: 0.951878, loss@max: 1.370713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000613, LT: 1.720457, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 116, loss@min: 0.951607, loss@max: 1.370702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000612, LT: 1.721462, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 117, loss@min: 0.953046, loss@max: 1.366391, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000612, LT: 1.722029, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 118, loss@min: 0.949290, loss@max: 1.373744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000611, LT: 1.722598, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 119, loss@min: 0.951444, loss@max: 1.370774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000610, LT: 1.722891, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 120, loss@min: 0.948639, loss@max: 1.376251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000609, LT: 1.723251, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 121, loss@min: 0.944030, loss@max: 1.377409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000608, LT: 1.723478, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 122, loss@min: 0.949369, loss@max: 1.367664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000607, LT: 1.723704, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 123, loss@min: 0.954277, loss@max: 1.367198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000607, LT: 1.724001, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 124, loss@min: 0.949739, loss@max: 1.369954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000606, LT: 1.724262, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 125, loss@min: 0.955692, loss@max: 1.365388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000606, LT: 1.724313, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 126, loss@min: 0.951729, loss@max: 1.371795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000606, LT: 1.724712, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 127, loss@min: 0.952206, loss@max: 1.370541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000605, LT: 1.725078, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 128, loss@min: 0.951712, loss@max: 1.365345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000605, LT: 1.725472, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 129, loss@min: 0.948953, loss@max: 1.370394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000604, LT: 1.725876, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 130, loss@min: 0.953291, loss@max: 1.370385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000604, LT: 1.726236, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 131, loss@min: 0.949153, loss@max: 1.366642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000604, LT: 1.726516, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 132, loss@min: 0.952644, loss@max: 1.368204, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000604, LT: 1.726853, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 133, loss@min: 0.955234, loss@max: 1.364248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000604, LT: 1.727137, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 134, loss@min: 0.955681, loss@max: 1.363406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000603, LT: 1.727443, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 135, loss@min: 0.948523, loss@max: 1.371223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000603, LT: 1.727746, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 136, loss@min: 0.950769, loss@max: 1.373540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000603, LT: 1.728024, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 137, loss@min: 0.949443, loss@max: 1.371655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000603, LT: 1.728187, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 138, loss@min: 0.947453, loss@max: 1.367591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000603, LT: 1.728201, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 139, loss@min: 0.951509, loss@max: 1.363622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000603, LT: 1.728246, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 140, loss@min: 0.951195, loss@max: 1.365721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000603, LT: 1.728286, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 141, loss@min: 0.951201, loss@max: 1.366470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000602, LT: 1.728341, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 142, loss@min: 0.951092, loss@max: 1.369633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000602, LT: 1.728416, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 143, loss@min: 0.955976, loss@max: 1.372712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000602, LT: 1.728442, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 144, loss@min: 0.951937, loss@max: 1.368193, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000602, LT: 1.728451, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 145, loss@min: 0.948772, loss@max: 1.366310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000602, LT: 1.728452, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 146, loss@min: 0.952078, loss@max: 1.367529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000602, LT: 1.728456, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 147, loss@min: 0.946634, loss@max: 1.376220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000602, LT: 1.728462, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 148, loss@min: 0.953620, loss@max: 1.363010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000602, LT: 1.728466, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 149, loss@min: 0.958357, loss@max: 1.360632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000602, LT: 1.728466, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 150, loss@min: 0.951748, loss@max: 1.365278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000602, LT: 1.728466, Top1S: 100.000000, Top1T: 67.257683 ------------------------------------------- Fri Jul 21 03:48:55 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Fri Jul 21 11:39:29 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.771605, loss@max: 2.344281, Top1S acc: 100.000000, Top1T acc: 57.421875 Train:epoch: 2, loss@min: 2.319230, loss@max: 2.410744, Top1S acc: 100.000000, Top1T acc: 74.218750 Train:epoch: 3, loss@min: 1.974408, loss@max: 1.944598, Top1S acc: 100.000000, Top1T acc: 82.812500 Train:epoch: 4, loss@min: 1.793676, loss@max: 1.701621, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 5, loss@min: 1.702555, loss@max: 1.471104, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 6, loss@min: 1.428565, loss@max: 1.386529, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 7, loss@min: 1.207571, loss@max: 1.413438, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 8, loss@min: 1.041636, loss@max: 1.490635, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.076325, loss@max: 1.451098, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 10, loss@min: 1.042989, loss@max: 1.340430, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.121861, loss@max: 1.293358, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 12, loss@min: 0.961377, loss@max: 1.367532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.991958, loss@max: 1.326154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.975264, loss@max: 1.323314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.932752, loss@max: 1.345448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.989538, loss@max: 1.289394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.972666, loss@max: 1.299334, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 0.950047, loss@max: 1.336295, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 0.941658, loss@max: 1.330776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.980116, loss@max: 1.329350, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 21, loss@min: 0.973950, loss@max: 1.329762, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.944650, loss@max: 1.328595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.000373, loss@max: 1.322599, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.939072, loss@max: 1.370944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.954629, loss@max: 1.332402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.959730, loss@max: 1.372786, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.970796, loss@max: 1.341766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.945412, loss@max: 1.390656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.967669, loss@max: 1.364603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.973803, loss@max: 1.387141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.995651, loss@max: 1.419963, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.923628, loss@max: 1.470844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.993541, loss@max: 1.423011, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 0.990988, loss@max: 1.387812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.967024, loss@max: 1.436776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.003436, loss@max: 1.433637, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 1.014846, loss@max: 1.435115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.924223, loss@max: 1.486857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.991454, loss@max: 1.428760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.990787, loss@max: 1.441514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.943008, loss@max: 1.495688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.984117, loss@max: 1.458569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.984687, loss@max: 1.452033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.978722, loss@max: 1.448877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.996249, loss@max: 1.427359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.952990, loss@max: 1.425794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.990543, loss@max: 1.422763, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.981325, loss@max: 1.439757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.974362, loss@max: 1.435234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.950157, loss@max: 1.421886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.982179, loss@max: 1.407721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.958045, loss@max: 1.447687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.007921, loss@max: 1.389211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.957869, loss@max: 1.429456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.968892, loss@max: 1.418583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.991704, loss@max: 1.398098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.948498, loss@max: 1.436962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.966956, loss@max: 1.403202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.995450, loss@max: 1.392972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.963473, loss@max: 1.417243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.962717, loss@max: 1.454954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.979827, loss@max: 1.410293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.968394, loss@max: 1.405418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.955257, loss@max: 1.423222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.960103, loss@max: 1.406868, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.967361, loss@max: 1.397897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.974214, loss@max: 1.393310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.941648, loss@max: 1.421628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.961011, loss@max: 1.399331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.965343, loss@max: 1.405416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.955518, loss@max: 1.432115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953785, loss@max: 1.397938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.972736, loss@max: 1.385274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.947500, loss@max: 1.401784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.960881, loss@max: 1.393126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.958701, loss@max: 1.398643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954197, loss@max: 1.389752, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.958580, loss@max: 1.394442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.959881, loss@max: 1.387262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.958117, loss@max: 1.386097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000678, LT: 1.678925, Top1S: 100.000000, Top1T: 66.962173Best acc: 66.962173 Train:epoch: 81, loss@min: 0.959061, loss@max: 1.382337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000674, LT: 1.681047, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 82, loss@min: 0.955223, loss@max: 1.385577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000670, LT: 1.685366, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 83, loss@min: 0.957661, loss@max: 1.383350, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000669, LT: 1.687549, Top1S: 100.000000, Top1T: 67.021278Best acc: 67.021278 Train:epoch: 84, loss@min: 0.968225, loss@max: 1.379246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000663, LT: 1.690190, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 85, loss@min: 0.956057, loss@max: 1.375178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000655, LT: 1.692510, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 86, loss@min: 0.961029, loss@max: 1.379078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000655, LT: 1.694048, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 87, loss@min: 0.953142, loss@max: 1.382609, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000655, LT: 1.694345, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 88, loss@min: 0.961690, loss@max: 1.371341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000650, LT: 1.694757, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 89, loss@min: 0.948639, loss@max: 1.381289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000648, LT: 1.695263, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 90, loss@min: 0.941767, loss@max: 1.386165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000648, LT: 1.695038, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 91, loss@min: 0.953204, loss@max: 1.376097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000645, LT: 1.697800, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 92, loss@min: 0.957007, loss@max: 1.369428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000641, LT: 1.701159, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 93, loss@min: 0.952748, loss@max: 1.378258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000640, LT: 1.704046, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 94, loss@min: 0.950101, loss@max: 1.379867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000639, LT: 1.705264, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 95, loss@min: 0.951753, loss@max: 1.375897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000637, LT: 1.707759, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 96, loss@min: 0.951574, loss@max: 1.375807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000634, LT: 1.711351, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 97, loss@min: 0.958025, loss@max: 1.374192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000633, LT: 1.714850, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 98, loss@min: 0.947437, loss@max: 1.378951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000630, LT: 1.717347, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 99, loss@min: 0.952525, loss@max: 1.374531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000628, LT: 1.718409, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 100, loss@min: 0.955040, loss@max: 1.370527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000626, LT: 1.719151, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 101, loss@min: 0.949228, loss@max: 1.376615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000624, LT: 1.720297, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 102, loss@min: 0.947312, loss@max: 1.375063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000622, LT: 1.721638, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 103, loss@min: 0.953117, loss@max: 1.368508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000621, LT: 1.721141, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 104, loss@min: 0.953754, loss@max: 1.370902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000619, LT: 1.720632, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 105, loss@min: 0.951185, loss@max: 1.372104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000618, LT: 1.721451, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 106, loss@min: 0.951319, loss@max: 1.374261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000616, LT: 1.722383, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 107, loss@min: 0.946803, loss@max: 1.376030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000615, LT: 1.722685, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 108, loss@min: 0.949147, loss@max: 1.374408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000614, LT: 1.722920, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 109, loss@min: 0.948068, loss@max: 1.370525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000612, LT: 1.722881, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 110, loss@min: 0.949038, loss@max: 1.369879, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000611, LT: 1.723595, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 111, loss@min: 0.949686, loss@max: 1.369303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000609, LT: 1.724638, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 112, loss@min: 0.950157, loss@max: 1.366542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000608, LT: 1.725687, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 113, loss@min: 0.946728, loss@max: 1.375332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000607, LT: 1.726582, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 114, loss@min: 0.957563, loss@max: 1.365223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000607, LT: 1.727247, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 115, loss@min: 0.952908, loss@max: 1.369213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000606, LT: 1.727992, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 116, loss@min: 0.951083, loss@max: 1.370098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000605, LT: 1.728693, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 117, loss@min: 0.957658, loss@max: 1.366323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000604, LT: 1.729660, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 118, loss@min: 0.948858, loss@max: 1.373333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000603, LT: 1.730328, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 119, loss@min: 0.948359, loss@max: 1.368031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000602, LT: 1.731040, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 120, loss@min: 0.957765, loss@max: 1.364823, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000602, LT: 1.731395, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 121, loss@min: 0.951531, loss@max: 1.364560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000601, LT: 1.731960, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 122, loss@min: 0.948284, loss@max: 1.369942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000601, LT: 1.732425, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 123, loss@min: 0.948960, loss@max: 1.372830, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000600, LT: 1.733004, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 124, loss@min: 0.955451, loss@max: 1.364982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000599, LT: 1.733411, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 125, loss@min: 0.951708, loss@max: 1.368039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000599, LT: 1.733617, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 126, loss@min: 0.952183, loss@max: 1.365306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000599, LT: 1.734037, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 127, loss@min: 0.946787, loss@max: 1.373757, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000598, LT: 1.734518, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 128, loss@min: 0.948698, loss@max: 1.369102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000598, LT: 1.735189, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 129, loss@min: 0.948076, loss@max: 1.369589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000597, LT: 1.735692, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 130, loss@min: 0.948688, loss@max: 1.367336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000597, LT: 1.735928, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 131, loss@min: 0.948179, loss@max: 1.373369, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000597, LT: 1.736037, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 132, loss@min: 0.952991, loss@max: 1.369306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000597, LT: 1.736047, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 133, loss@min: 0.955157, loss@max: 1.369631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000596, LT: 1.736137, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 134, loss@min: 0.952906, loss@max: 1.363970, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000596, LT: 1.736310, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 135, loss@min: 0.949184, loss@max: 1.372144, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000596, LT: 1.736590, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 136, loss@min: 0.954031, loss@max: 1.368199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000596, LT: 1.736905, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 137, loss@min: 0.949568, loss@max: 1.369172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000596, LT: 1.737157, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 138, loss@min: 0.947529, loss@max: 1.366703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000596, LT: 1.737320, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 139, loss@min: 0.946938, loss@max: 1.368037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000596, LT: 1.737400, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 140, loss@min: 0.952586, loss@max: 1.365099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000595, LT: 1.737442, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 141, loss@min: 0.951309, loss@max: 1.366029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000595, LT: 1.737460, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 142, loss@min: 0.962060, loss@max: 1.369884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000595, LT: 1.737457, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 143, loss@min: 0.947881, loss@max: 1.370855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000595, LT: 1.737435, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 144, loss@min: 0.951967, loss@max: 1.362996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000595, LT: 1.737426, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 145, loss@min: 0.948016, loss@max: 1.367669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000595, LT: 1.737425, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 146, loss@min: 0.948874, loss@max: 1.367778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000595, LT: 1.737431, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 147, loss@min: 0.948963, loss@max: 1.367108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000595, LT: 1.737436, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 148, loss@min: 0.947958, loss@max: 1.368042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000595, LT: 1.737438, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 149, loss@min: 0.953091, loss@max: 1.363639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000595, LT: 1.737438, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 150, loss@min: 0.947988, loss@max: 1.367532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000595, LT: 1.737438, Top1S: 100.000000, Top1T: 66.725769{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 40, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 10} ------------------------------------------- Fri Jul 21 13:08:10 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.771713, loss@max: 2.492224, Top1S acc: 100.000000, Top1T acc: 57.421875 Train:epoch: 2, loss@min: 2.344797, loss@max: 2.619868, Top1S acc: 100.000000, Top1T acc: 74.609375 Train:epoch: 3, loss@min: 2.037456, loss@max: 2.149171, Top1S acc: 100.000000, Top1T acc: 82.031250 Train:epoch: 4, loss@min: 1.850826, loss@max: 1.941986, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 5, loss@min: 1.755437, loss@max: 1.759526, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 6, loss@min: 1.497177, loss@max: 1.653529, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 7, loss@min: 1.267248, loss@max: 1.686821, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 8, loss@min: 1.123911, loss@max: 1.758549, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.178864, loss@max: 1.692955, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 10, loss@min: 1.100448, loss@max: 1.598336, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 10, LS: 0.002728, LT: 1.372613, Top1S: 100.000000, Top1T: 65.839241Best acc: 65.839241 Train:epoch: 11, loss@min: 1.166419, loss@max: 1.548838, Top1S acc: 100.000000, Top1T acc: 97.656250 Test:epoch: 11, LS: 0.002746, LT: 1.389464, Top1S: 100.000000, Top1T: 65.898346Best acc: 65.898346 Train:epoch: 12, loss@min: 1.070039, loss@max: 1.512499, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 80} ------------------------------------------- Fri Jul 21 13:11:34 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.998389, loss@max: 2.131699, Top1S acc: 100.000000, Top1T acc: 57.446808 Train:epoch: 2, loss@min: 2.584524, loss@max: 1.914264, Top1S acc: 100.000000, Top1T acc: 80.851067 Train:epoch: 3, loss@min: 1.426268, loss@max: 1.895852, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 4, loss@min: 1.188441, loss@max: 1.951605, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.980094, loss@max: 1.903850, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 0.961334, loss@max: 1.777287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.948484, loss@max: 1.712826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.918802, loss@max: 1.582727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.948752, loss@max: 1.597871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.084975, loss@max: 1.546224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.964124, loss@max: 1.575911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.917424, loss@max: 1.536222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.923189, loss@max: 1.476888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.901050, loss@max: 1.508092, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.044464, loss@max: 1.379736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.060202, loss@max: 1.379265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.071140, loss@max: 1.334866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.099979, loss@max: 1.252890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.103024, loss@max: 1.242351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.028356, loss@max: 1.348446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.940705, loss@max: 1.395492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.929649, loss@max: 1.429233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.932988, loss@max: 1.490219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.890171, loss@max: 1.487239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.959316, loss@max: 1.405338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.966625, loss@max: 1.420371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.034651, loss@max: 1.372640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.045707, loss@max: 1.413806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.871171, loss@max: 1.540171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.887620, loss@max: 1.547531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.880394, loss@max: 1.503163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.969859, loss@max: 1.409317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.015957, loss@max: 1.364336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.078525, loss@max: 1.351809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.976168, loss@max: 1.394888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.025746, loss@max: 1.374198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.973726, loss@max: 1.407885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.988373, loss@max: 1.476235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.975581, loss@max: 1.450935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.011439, loss@max: 1.431776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.974925, loss@max: 1.534198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.004175, loss@max: 1.445111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.924781, loss@max: 1.458843, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.993605, loss@max: 1.443796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.992292, loss@max: 1.511349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.920463, loss@max: 1.504533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.922115, loss@max: 1.508847, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.033145, loss@max: 1.426404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.999750, loss@max: 1.426025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.966494, loss@max: 1.468936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.013530, loss@max: 1.400494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.968706, loss@max: 1.485152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.982951, loss@max: 1.478479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.986419, loss@max: 1.446471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.991965, loss@max: 1.425413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.952954, loss@max: 1.515276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.968952, loss@max: 1.495376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.954745, loss@max: 1.484055, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.977379, loss@max: 1.444838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.955799, loss@max: 1.480460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.979912, loss@max: 1.445105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.986293, loss@max: 1.458076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.983605, loss@max: 1.504456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.069507, loss@max: 1.441042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.008928, loss@max: 1.417002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.987399, loss@max: 1.486667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.954260, loss@max: 1.475520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.957764, loss@max: 1.463864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.917290, loss@max: 1.484678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.896364, loss@max: 1.490711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.979708, loss@max: 1.431780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.012249, loss@max: 1.357118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.995734, loss@max: 1.425431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.981347, loss@max: 1.451036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.954901, loss@max: 1.417182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.926319, loss@max: 1.451156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.934739, loss@max: 1.432818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.960715, loss@max: 1.406787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.011989, loss@max: 1.391273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.000234, loss@max: 1.383067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001529, LT: 2.550018, Top1S: 100.000000, Top1T: 44.680851Best acc: 44.680851 Train:epoch: 81, loss@min: 0.978053, loss@max: 1.415682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001524, LT: 2.551779, Top1S: 100.000000, Top1T: 44.621750 Train:epoch: 82, loss@min: 0.996087, loss@max: 1.367771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001520, LT: 2.554639, Top1S: 100.000000, Top1T: 44.739952Best acc: 44.739952 Train:epoch: 83, loss@min: 0.945336, loss@max: 1.413460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001514, LT: 2.556492, Top1S: 100.000000, Top1T: 44.799053Best acc: 44.799053 Train:epoch: 84, loss@min: 0.945682, loss@max: 1.456963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001507, LT: 2.554854, Top1S: 100.000000, Top1T: 44.858154Best acc: 44.858154 Train:epoch: 85, loss@min: 0.947640, loss@max: 1.470279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001498, LT: 2.550332, Top1S: 100.000000, Top1T: 44.976360Best acc: 44.976360 Train:epoch: 86, loss@min: 0.959002, loss@max: 1.439984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001488, LT: 2.545167, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 87, loss@min: 0.963733, loss@max: 1.444774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001478, LT: 2.539457, Top1S: 100.000000, Top1T: 44.799053 Train:epoch: 88, loss@min: 0.968442, loss@max: 1.396269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001470, LT: 2.535087, Top1S: 100.000000, Top1T: 44.562649 Train:epoch: 89, loss@min: 0.937228, loss@max: 1.431176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001465, LT: 2.531650, Top1S: 100.000000, Top1T: 44.621750 Train:epoch: 90, loss@min: 0.997161, loss@max: 1.383295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001460, LT: 2.530232, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 91, loss@min: 1.007880, loss@max: 1.421739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001457, LT: 2.529207, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 92, loss@min: 0.961598, loss@max: 1.406242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001455, LT: 2.529173, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 93, loss@min: 1.014149, loss@max: 1.376115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001456, LT: 2.531058, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 94, loss@min: 0.935937, loss@max: 1.448684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001456, LT: 2.533608, Top1S: 100.000000, Top1T: 45.094563Best acc: 45.094563 Train:epoch: 95, loss@min: 0.968143, loss@max: 1.400600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001455, LT: 2.535300, Top1S: 100.000000, Top1T: 44.917259 Train:epoch: 96, loss@min: 0.920737, loss@max: 1.481992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001452, LT: 2.535179, Top1S: 100.000000, Top1T: 44.917259 Train:epoch: 97, loss@min: 0.940627, loss@max: 1.458497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001447, LT: 2.532956, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 98, loss@min: 0.931395, loss@max: 1.463062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001441, LT: 2.529651, Top1S: 100.000000, Top1T: 44.799053 Train:epoch: 99, loss@min: 0.936230, loss@max: 1.435077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001436, LT: 2.525697, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 100, loss@min: 0.941387, loss@max: 1.427535, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001431, LT: 2.520773, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 101, loss@min: 0.948759, loss@max: 1.431160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001428, LT: 2.515772, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 102, loss@min: 0.963646, loss@max: 1.407661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001424, LT: 2.511776, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 103, loss@min: 1.016706, loss@max: 1.386490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001420, LT: 2.509950, Top1S: 100.000000, Top1T: 44.917259 Train:epoch: 104, loss@min: 0.981971, loss@max: 1.393273, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001416, LT: 2.509297, Top1S: 100.000000, Top1T: 44.917259 Train:epoch: 105, loss@min: 1.013612, loss@max: 1.372044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001413, LT: 2.508805, Top1S: 100.000000, Top1T: 44.976360 Train:epoch: 106, loss@min: 0.977771, loss@max: 1.379875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001411, LT: 2.508137, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 107, loss@min: 1.007417, loss@max: 1.368919, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001409, LT: 2.508161, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 108, loss@min: 0.937855, loss@max: 1.418852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001408, LT: 2.508899, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 109, loss@min: 0.960417, loss@max: 1.375603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001407, LT: 2.509403, Top1S: 100.000000, Top1T: 44.858154 Train:epoch: 110, loss@min: 0.930581, loss@max: 1.422282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001406, LT: 2.509105, Top1S: 100.000000, Top1T: 44.917259 Train:epoch: 111, loss@min: 0.922206, loss@max: 1.428952, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001404, LT: 2.508879, Top1S: 100.000000, Top1T: 44.799053 Train:epoch: 112, loss@min: 0.918252, loss@max: 1.430469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001402, LT: 2.507619, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 113, loss@min: 0.940401, loss@max: 1.400804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001400, LT: 2.506012, Top1S: 100.000000, Top1T: 44.621750 Train:epoch: 114, loss@min: 0.940853, loss@max: 1.395320, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001398, LT: 2.504547, Top1S: 100.000000, Top1T: 44.562649 Train:epoch: 115, loss@min: 0.963711, loss@max: 1.388857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001396, LT: 2.502773, Top1S: 100.000000, Top1T: 44.562649 Train:epoch: 116, loss@min: 0.947808, loss@max: 1.395416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001394, LT: 2.500888, Top1S: 100.000000, Top1T: 44.562649 Train:epoch: 117, loss@min: 0.941222, loss@max: 1.388050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001392, LT: 2.499053, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 118, loss@min: 0.985969, loss@max: 1.356519, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001391, LT: 2.497440, Top1S: 100.000000, Top1T: 44.799053 Train:epoch: 119, loss@min: 0.951051, loss@max: 1.381864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001390, LT: 2.496577, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 120, loss@min: 0.946297, loss@max: 1.384790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001388, LT: 2.496298, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 121, loss@min: 0.936547, loss@max: 1.395329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001387, LT: 2.496407, Top1S: 100.000000, Top1T: 44.739952 Train:epoch: 122, loss@min: 0.947635, loss@max: 1.382986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001385, LT: 2.496661, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 123, loss@min: 0.950397, loss@max: 1.373176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001384, LT: 2.497325, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 124, loss@min: 0.973429, loss@max: 1.358661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001384, LT: 2.497729, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 125, loss@min: 0.979727, loss@max: 1.352992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001383, LT: 2.498155, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 126, loss@min: 0.981779, loss@max: 1.345259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001383, LT: 2.498460, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 127, loss@min: 0.951139, loss@max: 1.375411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001383, LT: 2.498672, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 128, loss@min: 0.961785, loss@max: 1.366939, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001383, LT: 2.498859, Top1S: 100.000000, Top1T: 44.680851 Train:epoch: 129, loss@min: 0.976852, loss@max: 1.357795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001383, LT: 2.498886, Top1S: 100.000000, Top1T: 44.621750 Train:epoch: 130, loss@min: 0.947379, loss@max: 1.381951, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 50} ------------------------------------------- Fri Jul 21 13:32:46 2023 ------------------------------------------- Train:epoch: 1, loss@min: 12.512281, loss@max: 5.096835, Top1S acc: 51.953125, Top1T acc: 25.781250 Train:epoch: 2, loss@min: 6.316091, loss@max: 4.792511, Top1S acc: 91.015625, Top1T acc: 55.859375 Train:epoch: 3, loss@min: 3.828722, loss@max: 4.223326, Top1S acc: 100.000000, Top1T acc: 71.093750 Train:epoch: 4, loss@min: 2.588626, loss@max: 3.720883, Top1S acc: 100.000000, Top1T acc: 73.437500 Train:epoch: 5, loss@min: 2.018203, loss@max: 3.146324, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 6, loss@min: 1.971836, loss@max: 2.501296, Top1S acc: 100.000000, Top1T acc: 87.109375 Train:epoch: 7, loss@min: 1.765729, loss@max: 2.149782, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 8, loss@min: 1.735345, loss@max: 1.895240, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 9, loss@min: 1.422855, loss@max: 1.823511, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 10, loss@min: 1.268628, loss@max: 1.873140, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 11, loss@min: 1.175111, loss@max: 1.846010, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 12, loss@min: 1.093742, loss@max: 1.670310, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 13, loss@min: 1.186307, loss@max: 1.560073, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 14, loss@min: 1.104767, loss@max: 1.582523, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 1.055651, loss@max: 1.551419, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.051130, loss@max: 1.556282, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 0.997602, loss@max: 1.583459, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 18, loss@min: 1.043214, loss@max: 1.515179, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 1.037572, loss@max: 1.457750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.026549, loss@max: 1.506311, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.042081, loss@max: 1.537236, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 0.991179, loss@max: 1.498945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.002122, loss@max: 1.516109, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.983442, loss@max: 1.538953, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 1.006540, loss@max: 1.494115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.064817, loss@max: 1.444094, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.988037, loss@max: 1.501084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.027858, loss@max: 1.507299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.011313, loss@max: 1.470314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.022515, loss@max: 1.470628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.981346, loss@max: 1.524341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.017680, loss@max: 1.488740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.001634, loss@max: 1.556404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.979436, loss@max: 1.504398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.037099, loss@max: 1.492873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.991692, loss@max: 1.574429, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 1.011909, loss@max: 1.525212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.009941, loss@max: 1.556438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.032267, loss@max: 1.501582, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 0.991664, loss@max: 1.560532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.013369, loss@max: 1.490112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.054360, loss@max: 1.485178, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.951286, loss@max: 1.561402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.008597, loss@max: 1.500014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.999171, loss@max: 1.532749, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.956769, loss@max: 1.568509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.046298, loss@max: 1.474320, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 1.009989, loss@max: 1.501335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.956611, loss@max: 1.566335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.028044, loss@max: 1.480366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.002249, LT: 1.631354, Top1S: 100.000000, Top1T: 65.661942Best acc: 65.661942 Train:epoch: 51, loss@min: 0.993544, loss@max: 1.519453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.002250, LT: 1.641473, Top1S: 100.000000, Top1T: 65.425529 Train:epoch: 52, loss@min: 0.969399, loss@max: 1.577241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.002213, LT: 1.642640, Top1S: 100.000000, Top1T: 65.189125 Train:epoch: 53, loss@min: 0.990083, loss@max: 1.521178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.002175, LT: 1.643185, Top1S: 100.000000, Top1T: 65.661942 Train:epoch: 54, loss@min: 1.044849, loss@max: 1.466961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.002166, LT: 1.652256, Top1S: 100.000000, Top1T: 65.543732 Train:epoch: 55, loss@min: 0.996791, loss@max: 1.512243, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.002158, LT: 1.657657, Top1S: 100.000000, Top1T: 65.425529 Train:epoch: 56, loss@min: 0.973678, loss@max: 1.517375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.002117, LT: 1.649619, Top1S: 100.000000, Top1T: 65.721039Best acc: 65.721039 Train:epoch: 57, loss@min: 0.999617, loss@max: 1.504311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.002096, LT: 1.646108, Top1S: 100.000000, Top1T: 66.134750Best acc: 66.134750 Train:epoch: 58, loss@min: 1.015779, loss@max: 1.474811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.002076, LT: 1.648719, Top1S: 100.000000, Top1T: 65.780144 Train:epoch: 59, loss@min: 0.980237, loss@max: 1.519447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.002058, LT: 1.647256, Top1S: 100.000000, Top1T: 66.371155Best acc: 66.371155 Train:epoch: 60, loss@min: 0.969244, loss@max: 1.549632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.002034, LT: 1.638607, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 61, loss@min: 1.044044, loss@max: 1.452798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.002027, LT: 1.643561, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 62, loss@min: 0.990310, loss@max: 1.508020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.002008, LT: 1.652484, Top1S: 100.000000, Top1T: 65.721039 Train:epoch: 63, loss@min: 0.968303, loss@max: 1.508732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001978, LT: 1.646504, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 64, loss@min: 1.003551, loss@max: 1.507260, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001960, LT: 1.647019, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 65, loss@min: 0.991054, loss@max: 1.481927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001960, LT: 1.652215, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 66, loss@min: 0.979347, loss@max: 1.488327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001949, LT: 1.654168, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 67, loss@min: 0.978190, loss@max: 1.494134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001929, LT: 1.646917, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 68, loss@min: 1.005308, loss@max: 1.459514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001917, LT: 1.647205, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 69, loss@min: 0.988517, loss@max: 1.461506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001913, LT: 1.657570, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 70, loss@min: 0.961533, loss@max: 1.480342, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001879, LT: 1.651559, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 71, loss@min: 0.955739, loss@max: 1.493760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001858, LT: 1.643255, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 72, loss@min: 0.998428, loss@max: 1.443085, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001849, LT: 1.646699, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 73, loss@min: 0.986751, loss@max: 1.445612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001843, LT: 1.651214, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 74, loss@min: 0.984316, loss@max: 1.474839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001831, LT: 1.651140, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 75, loss@min: 0.956036, loss@max: 1.479937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.001809, LT: 1.654979, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 76, loss@min: 0.986951, loss@max: 1.444067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001799, LT: 1.663894, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 77, loss@min: 1.000953, loss@max: 1.427904, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.001799, LT: 1.664207, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 78, loss@min: 0.963576, loss@max: 1.460235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.001785, LT: 1.666807, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 79, loss@min: 0.993377, loss@max: 1.447159, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.001765, LT: 1.667820, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 80, loss@min: 0.995873, loss@max: 1.422911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001757, LT: 1.666633, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 81, loss@min: 0.982028, loss@max: 1.453945, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001750, LT: 1.669674, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 82, loss@min: 0.959510, loss@max: 1.456665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001744, LT: 1.671021, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 83, loss@min: 0.988275, loss@max: 1.432365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001740, LT: 1.671105, Top1S: 100.000000, Top1T: 65.780144 Train:epoch: 84, loss@min: 0.969145, loss@max: 1.440383, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001734, LT: 1.673447, Top1S: 100.000000, Top1T: 65.780144 Train:epoch: 85, loss@min: 0.987870, loss@max: 1.443316, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001724, LT: 1.676525, Top1S: 100.000000, Top1T: 65.780144 Train:epoch: 86, loss@min: 0.953787, loss@max: 1.470308, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001714, LT: 1.677809, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 87, loss@min: 0.986023, loss@max: 1.443388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001704, LT: 1.679814, Top1S: 100.000000, Top1T: 65.898346 Train:epoch: 88, loss@min: 0.994790, loss@max: 1.430991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001696, LT: 1.682648, Top1S: 100.000000, Top1T: 65.721039 Train:epoch: 89, loss@min: 0.959915, loss@max: 1.449971, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001687, LT: 1.678361, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 90, loss@min: 0.958050, loss@max: 1.451034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001678, LT: 1.681338, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 91, loss@min: 0.986103, loss@max: 1.433408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001672, LT: 1.685116, Top1S: 100.000000, Top1T: 65.839241 Train:epoch: 92, loss@min: 0.970193, loss@max: 1.438715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001666, LT: 1.682895, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 93, loss@min: 0.978077, loss@max: 1.433409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001656, LT: 1.681791, Top1S: 100.000000, Top1T: 65.661942 Train:epoch: 94, loss@min: 0.973266, loss@max: 1.435924, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 0.001646, LT: 1.684236, Top1S: 100.000000, Top1T: 65.661942 Train:epoch: 95, loss@min: 0.968059, loss@max: 1.432014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001636, LT: 1.684447, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 96, loss@min: 0.980771, loss@max: 1.426223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001634, LT: 1.683071, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 97, loss@min: 0.965860, loss@max: 1.447715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001632, LT: 1.682843, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 98, loss@min: 0.955181, loss@max: 1.432420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001624, LT: 1.683349, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 99, loss@min: 0.995981, loss@max: 1.400087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001618, LT: 1.685640, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 100, loss@min: 0.950658, loss@max: 1.439998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001616, LT: 1.687874, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 101, loss@min: 0.956877, loss@max: 1.443352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001611, LT: 1.688816, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 102, loss@min: 0.957385, loss@max: 1.443040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001602, LT: 1.688570, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 103, loss@min: 0.990816, loss@max: 1.395101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001595, LT: 1.688395, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 104, loss@min: 0.983179, loss@max: 1.409093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001594, LT: 1.690643, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 105, loss@min: 0.969252, loss@max: 1.428682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001595, LT: 1.692635, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 106, loss@min: 0.945896, loss@max: 1.453785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001588, LT: 1.691677, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 107, loss@min: 0.966135, loss@max: 1.425282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001579, LT: 1.690510, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 108, loss@min: 0.967472, loss@max: 1.421587, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001573, LT: 1.691469, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 109, loss@min: 0.962300, loss@max: 1.427523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001570, LT: 1.692835, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 110, loss@min: 0.982643, loss@max: 1.405755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001571, LT: 1.694219, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 111, loss@min: 0.959357, loss@max: 1.441282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001571, LT: 1.695645, Top1S: 100.000000, Top1T: 66.489365Best acc: 66.489365 Train:epoch: 112, loss@min: 0.975194, loss@max: 1.427962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001567, LT: 1.697026, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 113, loss@min: 0.953950, loss@max: 1.432526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001561, LT: 1.697772, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 114, loss@min: 0.978516, loss@max: 1.415628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001556, LT: 1.697560, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 115, loss@min: 0.951553, loss@max: 1.434132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001552, LT: 1.697330, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 116, loss@min: 0.972338, loss@max: 1.412979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001549, LT: 1.697380, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 117, loss@min: 0.969136, loss@max: 1.409262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001548, LT: 1.698612, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 118, loss@min: 0.965964, loss@max: 1.412982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001548, LT: 1.700414, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 119, loss@min: 0.961017, loss@max: 1.418517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001547, LT: 1.700624, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 120, loss@min: 0.949995, loss@max: 1.436081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001545, LT: 1.700028, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 121, loss@min: 0.956787, loss@max: 1.425338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001543, LT: 1.699578, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 122, loss@min: 0.970430, loss@max: 1.406384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001541, LT: 1.699692, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 123, loss@min: 0.953787, loss@max: 1.433661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001538, LT: 1.700613, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 124, loss@min: 0.966524, loss@max: 1.408482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001536, LT: 1.701356, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 125, loss@min: 0.962958, loss@max: 1.417982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001534, LT: 1.701858, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 126, loss@min: 0.963736, loss@max: 1.412524, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001533, LT: 1.701972, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 127, loss@min: 0.957381, loss@max: 1.412344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001533, LT: 1.701775, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 128, loss@min: 0.964086, loss@max: 1.403432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001532, LT: 1.701623, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 129, loss@min: 0.969273, loss@max: 1.405644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001532, LT: 1.701692, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 130, loss@min: 0.969981, loss@max: 1.419559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001531, LT: 1.701777, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 131, loss@min: 0.945541, loss@max: 1.423402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001530, LT: 1.701857, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 132, loss@min: 0.956444, loss@max: 1.425853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001529, LT: 1.702283, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 133, loss@min: 0.967995, loss@max: 1.404251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001528, LT: 1.702835, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 134, loss@min: 0.972340, loss@max: 1.404165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001527, LT: 1.703321, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 135, loss@min: 0.963816, loss@max: 1.409815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001526, LT: 1.703620, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 136, loss@min: 0.974570, loss@max: 1.410099, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 136, LS: 0.001526, LT: 1.703857, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 137, loss@min: 0.955710, loss@max: 1.427810, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001525, LT: 1.704163, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 138, loss@min: 0.950427, loss@max: 1.418001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001525, LT: 1.704413, Top1S: 100.000000, Top1T: 66.016548 Train:epoch: 139, loss@min: 0.969328, loss@max: 1.394529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001525, LT: 1.704556, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 140, loss@min: 0.965240, loss@max: 1.406485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001524, LT: 1.704699, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 141, loss@min: 0.963188, loss@max: 1.401769, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001524, LT: 1.704788, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 142, loss@min: 0.968754, loss@max: 1.411881, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001524, LT: 1.704837, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 143, loss@min: 0.973370, loss@max: 1.409750, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 0.001524, LT: 1.704857, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 144, loss@min: 0.960692, loss@max: 1.411847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001524, LT: 1.704855, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 145, loss@min: 0.967607, loss@max: 1.400463, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001524, LT: 1.704857, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 146, loss@min: 0.959743, loss@max: 1.419181, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001524, LT: 1.704851, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 147, loss@min: 0.967912, loss@max: 1.413050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001524, LT: 1.704839, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 148, loss@min: 0.961379, loss@max: 1.408905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001524, LT: 1.704831, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 149, loss@min: 0.959787, loss@max: 1.410012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001524, LT: 1.704828, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 150, loss@min: 0.960436, loss@max: 1.409331, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001524, LT: 1.704828, Top1S: 100.000000, Top1T: 66.134750 ------------------------------------------- Fri Jul 21 15:17:34 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 50} ------------------------------------------- Fri Jul 21 17:36:40 2023 ------------------------------------------- Train:epoch: 1, loss@min: 11.915180, loss@max: 5.772579, Top1S acc: 50.000000, Top1T acc: 39.062500 Train:epoch: 2, loss@min: 6.377913, loss@max: 4.616005, Top1S acc: 92.968750, Top1T acc: 65.234375 Train:epoch: 3, loss@min: 4.523086, loss@max: 4.047046, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 4, loss@min: 2.100648, loss@max: 3.838763, Top1S acc: 100.000000, Top1T acc: 83.593750 Train:epoch: 5, loss@min: 1.594074, loss@max: 3.406473, Top1S acc: 100.000000, Top1T acc: 87.109375 Train:epoch: 6, loss@min: 1.611327, loss@max: 2.495275, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 7, loss@min: 1.645392, loss@max: 2.063232, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 8, loss@min: 1.317633, loss@max: 2.004110, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 9, loss@min: 1.274298, loss@max: 1.763414, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 10, loss@min: 1.100803, loss@max: 1.806536, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 11, loss@min: 1.130862, loss@max: 1.659097, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 0.975680, loss@max: 1.677360, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 1.055825, loss@max: 1.534612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.022616, loss@max: 1.541280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.992758, loss@max: 1.491905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.977809, loss@max: 1.477022, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.967272, loss@max: 1.477287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.011757, loss@max: 1.461777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.945427, loss@max: 1.456739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.049428, loss@max: 1.446193, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 0.949284, loss@max: 1.520325, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.989961, loss@max: 1.471577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.963554, loss@max: 1.470581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.993847, loss@max: 1.399538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.899752, loss@max: 1.542316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.982573, loss@max: 1.397316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.985452, loss@max: 1.404068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.972996, loss@max: 1.445316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.003209, loss@max: 1.398534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.975953, loss@max: 1.432595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.951565, loss@max: 1.490881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.004030, loss@max: 1.437904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.929949, loss@max: 1.499635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.007891, loss@max: 1.406289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.941238, loss@max: 1.506514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.012097, loss@max: 1.463030, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.977941, loss@max: 1.483138, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.958800, loss@max: 1.486749, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.044923, loss@max: 1.410707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.929742, loss@max: 1.530926, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.023198, loss@max: 1.453118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.046191, loss@max: 1.484469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.927638, loss@max: 1.555335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.057369, loss@max: 1.435520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.923007, loss@max: 1.558084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.013975, loss@max: 1.472910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.026212, loss@max: 1.502533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.994632, loss@max: 1.434012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.963835, loss@max: 1.481992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.006623, loss@max: 1.428566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.002130, LT: 1.472619, Top1S: 100.000000, Top1T: 66.607567Best acc: 66.607567 Train:epoch: 51, loss@min: 0.955654, loss@max: 1.484760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.002107, LT: 1.473739, Top1S: 100.000000, Top1T: 67.139481Best acc: 67.139481 Train:epoch: 52, loss@min: 1.010884, loss@max: 1.452218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.002088, LT: 1.478250, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 53, loss@min: 0.948004, loss@max: 1.489228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.002064, LT: 1.491224, Top1S: 100.000000, Top1T: 67.257683Best acc: 67.257683 Train:epoch: 54, loss@min: 1.019541, loss@max: 1.415344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.002031, LT: 1.499699, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 55, loss@min: 0.932084, loss@max: 1.485187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.002010, LT: 1.490170, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 56, loss@min: 0.978070, loss@max: 1.433415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.001984, LT: 1.495781, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 57, loss@min: 0.953000, loss@max: 1.457323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.001968, LT: 1.496858, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 58, loss@min: 0.977687, loss@max: 1.444554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.001948, LT: 1.498933, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 59, loss@min: 0.950399, loss@max: 1.474720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.001938, LT: 1.497984, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 60, loss@min: 0.978164, loss@max: 1.441551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.001913, LT: 1.499768, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 61, loss@min: 1.004845, loss@max: 1.418247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.001890, LT: 1.500626, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 62, loss@min: 0.925240, loss@max: 1.517165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.001872, LT: 1.505384, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 63, loss@min: 1.000511, loss@max: 1.432652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001852, LT: 1.512844, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 64, loss@min: 0.981499, loss@max: 1.450542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001836, LT: 1.506976, Top1S: 100.000000, Top1T: 67.434990Best acc: 67.434990 Train:epoch: 65, loss@min: 0.976622, loss@max: 1.431272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001825, LT: 1.516655, Top1S: 100.000000, Top1T: 67.553192Best acc: 67.553192 Train:epoch: 66, loss@min: 0.953971, loss@max: 1.467164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001814, LT: 1.514747, Top1S: 100.000000, Top1T: 67.789597Best acc: 67.789597 Train:epoch: 67, loss@min: 0.979996, loss@max: 1.453143, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001797, LT: 1.511911, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 68, loss@min: 0.978302, loss@max: 1.446080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001784, LT: 1.525598, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 69, loss@min: 0.951097, loss@max: 1.447671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001772, LT: 1.517001, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 70, loss@min: 0.940915, loss@max: 1.461595, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001755, LT: 1.518069, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 71, loss@min: 0.949933, loss@max: 1.442518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001742, LT: 1.526972, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 72, loss@min: 0.983008, loss@max: 1.430502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001731, LT: 1.517143, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 73, loss@min: 0.960886, loss@max: 1.437538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001720, LT: 1.522447, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 74, loss@min: 0.959865, loss@max: 1.421241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001704, LT: 1.517813, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 75, loss@min: 0.982114, loss@max: 1.418919, Top1S acc: 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Train:epoch: 108, loss@min: 0.951529, loss@max: 1.388634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001448, LT: 1.607367, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 109, loss@min: 0.951540, loss@max: 1.388895, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001445, LT: 1.609502, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 110, loss@min: 0.955384, loss@max: 1.384242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001441, LT: 1.609688, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 111, loss@min: 0.947079, loss@max: 1.392195, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001438, LT: 1.610740, Top1S: 100.000000, Top1T: 67.848701 Train:epoch: 112, loss@min: 0.958880, loss@max: 1.393282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001435, LT: 1.612757, Top1S: 100.000000, Top1T: 67.848701 Train:epoch: 113, loss@min: 0.952298, loss@max: 1.388859, Top1S acc: 100.000000, 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Top1T: 67.494087 Train:epoch: 146, loss@min: 0.948085, loss@max: 1.385495, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001395, LT: 1.628720, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 147, loss@min: 0.959342, loss@max: 1.376470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001395, LT: 1.628729, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 148, loss@min: 0.951178, loss@max: 1.382071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001395, LT: 1.628737, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 149, loss@min: 0.952295, loss@max: 1.379727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001395, LT: 1.628740, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 150, loss@min: 0.954805, loss@max: 1.376956, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001395, LT: 1.628740, Top1S: 100.000000, Top1T: 67.494087 ------------------------------------------- Fri Jul 21 19:22:54 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 30, "valepoch": 50} ------------------------------------------- Fri Jul 21 21:29:47 2023 ------------------------------------------- Train:epoch: 1, loss@min: 13.813072, loss@max: 5.923485, Top1S acc: 6.382978, Top1T acc: 40.425533 Train:epoch: 2, loss@min: 8.684572, loss@max: 6.148730, Top1S acc: 29.787233, Top1T acc: 85.106377 Train:epoch: 3, loss@min: 6.981390, loss@max: 6.150578, Top1S acc: 51.063828, Top1T acc: 87.234039 Train:epoch: 4, loss@min: 5.490473, loss@max: 5.344212, Top1S acc: 72.340424, Top1T acc: 95.744675 Train:epoch: 5, loss@min: 4.669875, loss@max: 4.403610, Top1S acc: 85.106377, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 4.149633, loss@max: 3.801527, Top1S acc: 91.489357, Top1T acc: 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100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.986008, loss@max: 2.344169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.068403, loss@max: 2.223908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.236722, loss@max: 2.049959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.356705, loss@max: 2.056016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.346761, loss@max: 1.879644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.288049, loss@max: 1.891646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.299153, loss@max: 1.880631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.208197, loss@max: 1.846504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.193889, loss@max: 1.786535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.090866, loss@max: 1.868569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.086249, loss@max: 1.769167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.167520, loss@max: 1.813895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.231238, loss@max: 1.756599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.120834, loss@max: 1.743870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.922292, loss@max: 1.889859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.934669, loss@max: 1.924871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.936803, loss@max: 1.934701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.920904, loss@max: 1.872685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.921366, loss@max: 1.832774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.039759, loss@max: 1.715593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.099244, loss@max: 1.655713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.271659, loss@max: 1.577074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.148642, loss@max: 1.612856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.144328, loss@max: 1.656077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.048586, loss@max: 1.712122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.985198, loss@max: 1.727143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.999960, loss@max: 1.692763, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.986881, loss@max: 1.612513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.026315, loss@max: 1.619951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.051925, loss@max: 1.551117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.113582, loss@max: 1.521340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.055303, loss@max: 1.549155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.025477, loss@max: 1.580550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.003094, loss@max: 1.629845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.005303, LT: 2.727112, Top1S: 100.000000, Top1T: 35.815601Best acc: 35.815601 Train:epoch: 51, loss@min: 1.005499, loss@max: 1.635469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.005227, LT: 2.716672, Top1S: 100.000000, Top1T: 36.170212Best acc: 36.170212 Train:epoch: 52, loss@min: 0.951602, loss@max: 1.690325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.005160, LT: 2.717866, Top1S: 100.000000, Top1T: 36.406620Best acc: 36.406620 Train:epoch: 53, loss@min: 0.833751, loss@max: 1.759277, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.005094, LT: 2.729256, Top1S: 100.000000, Top1T: 36.702129Best acc: 36.702129 Train:epoch: 54, loss@min: 0.955122, loss@max: 1.622781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.005035, LT: 2.718610, Top1S: 100.000000, Top1T: 36.170212 Train:epoch: 55, loss@min: 1.068586, loss@max: 1.561383, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.004985, LT: 2.690607, Top1S: 100.000000, Top1T: 36.170212 Train:epoch: 56, loss@min: 1.036619, loss@max: 1.506964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.004945, LT: 2.664879, Top1S: 100.000000, Top1T: 36.524822 Train:epoch: 57, loss@min: 1.067669, loss@max: 1.444254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.004909, LT: 2.651884, Top1S: 100.000000, Top1T: 36.229313 Train:epoch: 58, loss@min: 1.013540, loss@max: 1.503997, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.004875, LT: 2.659045, Top1S: 100.000000, Top1T: 36.465721 Train:epoch: 59, loss@min: 0.966734, loss@max: 1.558319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.004841, LT: 2.670207, Top1S: 100.000000, Top1T: 36.938534Best acc: 36.938534 Train:epoch: 60, loss@min: 1.032833, loss@max: 1.482355, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.004807, LT: 2.673968, Top1S: 100.000000, Top1T: 36.583923 Train:epoch: 61, loss@min: 1.064795, loss@max: 1.495005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.004771, LT: 2.664335, Top1S: 100.000000, Top1T: 37.174942Best acc: 37.174942 Train:epoch: 62, loss@min: 0.991590, loss@max: 1.513352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.004732, LT: 2.651273, Top1S: 100.000000, Top1T: 37.234043Best acc: 37.234043 Train:epoch: 63, loss@min: 0.985172, loss@max: 1.518847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.004690, LT: 2.637820, Top1S: 100.000000, Top1T: 37.352245Best acc: 37.352245 Train:epoch: 64, loss@min: 0.949127, loss@max: 1.563392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.004647, LT: 2.626927, Top1S: 100.000000, Top1T: 37.293144 Train:epoch: 65, loss@min: 0.969593, loss@max: 1.541600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.004607, LT: 2.621743, Top1S: 100.000000, Top1T: 36.997635 Train:epoch: 66, loss@min: 0.980462, loss@max: 1.531048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.004573, LT: 2.616591, Top1S: 100.000000, Top1T: 36.347519 Train:epoch: 67, loss@min: 1.004531, loss@max: 1.557285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.004541, LT: 2.613673, Top1S: 100.000000, Top1T: 36.702129 Train:epoch: 68, loss@min: 0.948626, loss@max: 1.548675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.004512, LT: 2.620179, Top1S: 100.000000, Top1T: 36.761230 Train:epoch: 69, loss@min: 1.010359, loss@max: 1.467009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.004485, LT: 2.622159, Top1S: 100.000000, Top1T: 37.352245 Train:epoch: 70, loss@min: 1.001092, loss@max: 1.443047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.004461, LT: 2.625847, Top1S: 100.000000, Top1T: 37.588654Best acc: 37.588654 Train:epoch: 71, loss@min: 1.000794, loss@max: 1.468182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.004438, LT: 2.624869, Top1S: 100.000000, Top1T: 37.825058Best acc: 37.825058 Train:epoch: 72, loss@min: 1.043339, loss@max: 1.493061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.004416, LT: 2.615720, Top1S: 100.000000, Top1T: 37.706856 Train:epoch: 73, loss@min: 1.031589, loss@max: 1.505046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.004395, LT: 2.596735, Top1S: 100.000000, Top1T: 38.002365Best acc: 38.002365 Train:epoch: 74, loss@min: 0.937364, loss@max: 1.546348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.004375, LT: 2.586384, Top1S: 100.000000, Top1T: 37.234043 Train:epoch: 75, loss@min: 0.938751, loss@max: 1.556505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.004354, LT: 2.587729, Top1S: 100.000000, Top1T: 37.115841 Train:epoch: 76, loss@min: 0.975699, loss@max: 1.568870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.004335, LT: 2.595514, Top1S: 100.000000, Top1T: 37.470448 Train:epoch: 77, loss@min: 1.014690, loss@max: 1.482804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.004317, LT: 2.607352, Top1S: 100.000000, Top1T: 37.529552 Train:epoch: 78, loss@min: 0.985068, loss@max: 1.470460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.004299, LT: 2.615849, Top1S: 100.000000, Top1T: 38.120567Best acc: 38.120567 Train:epoch: 79, loss@min: 1.021134, loss@max: 1.501270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.004283, LT: 2.618053, Top1S: 100.000000, Top1T: 37.943264 Train:epoch: 80, loss@min: 0.949532, loss@max: 1.545908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.004266, LT: 2.615626, Top1S: 100.000000, Top1T: 37.765957 Train:epoch: 81, loss@min: 0.971827, loss@max: 1.489424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.004250, LT: 2.606675, Top1S: 100.000000, Top1T: 37.765957 Train:epoch: 82, loss@min: 0.995444, loss@max: 1.464675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.004234, LT: 2.593547, Top1S: 100.000000, Top1T: 38.179668Best acc: 38.179668 Train:epoch: 83, loss@min: 0.991649, loss@max: 1.415731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.004218, LT: 2.580944, Top1S: 100.000000, Top1T: 38.297871Best acc: 38.297871 Train:epoch: 84, loss@min: 0.994792, loss@max: 1.444416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.004204, LT: 2.575869, Top1S: 100.000000, Top1T: 38.179668 Train:epoch: 85, loss@min: 1.007001, loss@max: 1.477013, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.004190, LT: 2.571960, Top1S: 100.000000, Top1T: 38.120567 Train:epoch: 86, loss@min: 1.003304, loss@max: 1.470812, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.004177, LT: 2.574529, Top1S: 100.000000, Top1T: 38.061466 Train:epoch: 87, loss@min: 0.980695, loss@max: 1.463994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.004164, LT: 2.574850, Top1S: 100.000000, Top1T: 38.061466 Train:epoch: 88, loss@min: 0.963887, loss@max: 1.459675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.004151, LT: 2.578068, Top1S: 100.000000, Top1T: 38.238770 Train:epoch: 89, loss@min: 0.961177, loss@max: 1.482971, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.004137, LT: 2.580830, Top1S: 100.000000, Top1T: 38.534279Best acc: 38.534279 Train:epoch: 90, loss@min: 0.968752, loss@max: 1.516517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.004124, LT: 2.583374, Top1S: 100.000000, Top1T: 38.711582Best acc: 38.711582 Train:epoch: 91, loss@min: 0.932363, loss@max: 1.516950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.004110, LT: 2.585935, Top1S: 100.000000, Top1T: 38.356976 Train:epoch: 92, loss@min: 0.973010, loss@max: 1.464820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.004097, LT: 2.586579, Top1S: 100.000000, Top1T: 38.238770 Train:epoch: 93, loss@min: 0.984130, loss@max: 1.406874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.004086, LT: 2.584712, Top1S: 100.000000, Top1T: 38.356976 Train:epoch: 94, loss@min: 0.969307, loss@max: 1.425992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.004076, LT: 2.579583, Top1S: 100.000000, Top1T: 38.061466 Train:epoch: 95, loss@min: 1.019122, loss@max: 1.435256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.004067, LT: 2.568635, Top1S: 100.000000, Top1T: 38.120567 Train:epoch: 96, loss@min: 1.009912, loss@max: 1.440461, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.004059, LT: 2.557919, Top1S: 100.000000, Top1T: 38.120567 Train:epoch: 97, loss@min: 0.977523, loss@max: 1.432987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.004051, LT: 2.550896, Top1S: 100.000000, Top1T: 38.061466 Train:epoch: 98, loss@min: 0.938615, loss@max: 1.467458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.004042, LT: 2.549826, Top1S: 100.000000, Top1T: 38.416077 Train:epoch: 99, loss@min: 0.941618, loss@max: 1.451404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.004034, LT: 2.552437, Top1S: 100.000000, Top1T: 38.416077 Train:epoch: 100, loss@min: 0.987173, loss@max: 1.416144, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.004025, LT: 2.555847, Top1S: 100.000000, Top1T: 38.356976 Train:epoch: 101, loss@min: 0.950730, loss@max: 1.454317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.004016, LT: 2.557232, Top1S: 100.000000, Top1T: 38.593380 Train:epoch: 102, loss@min: 0.984089, loss@max: 1.440127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.004007, LT: 2.560307, Top1S: 100.000000, Top1T: 38.238770 Train:epoch: 103, loss@min: 0.940060, loss@max: 1.467300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.003997, LT: 2.563543, Top1S: 100.000000, Top1T: 38.120567 Train:epoch: 104, loss@min: 0.947397, loss@max: 1.453790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.003989, LT: 2.564520, Top1S: 100.000000, Top1T: 38.297871 Train:epoch: 105, loss@min: 0.964943, loss@max: 1.433557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.003982, LT: 2.561972, Top1S: 100.000000, Top1T: 38.297871 Train:epoch: 106, loss@min: 1.032774, loss@max: 1.383258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.003976, LT: 2.557014, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 107, loss@min: 0.990191, loss@max: 1.384924, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.003970, LT: 2.551532, Top1S: 100.000000, Top1T: 38.652481 Train:epoch: 108, loss@min: 0.969832, loss@max: 1.407952, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.003966, LT: 2.546787, Top1S: 100.000000, Top1T: 38.593380 Train:epoch: 109, loss@min: 0.983516, loss@max: 1.397793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.003961, LT: 2.544878, Top1S: 100.000000, Top1T: 38.593380 Train:epoch: 110, loss@min: 0.955127, loss@max: 1.428581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.003957, LT: 2.544834, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 111, loss@min: 0.931028, loss@max: 1.470138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.003951, LT: 2.547602, Top1S: 100.000000, Top1T: 38.297871 Train:epoch: 112, loss@min: 0.942545, loss@max: 1.438584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.003946, LT: 2.551648, Top1S: 100.000000, Top1T: 38.238770 Train:epoch: 113, loss@min: 0.971447, loss@max: 1.409519, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.003941, LT: 2.555425, Top1S: 100.000000, Top1T: 38.179668 Train:epoch: 114, loss@min: 0.951331, loss@max: 1.432693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.003935, LT: 2.558424, Top1S: 100.000000, Top1T: 38.179668 Train:epoch: 115, loss@min: 0.976622, loss@max: 1.401073, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.003930, LT: 2.559557, Top1S: 100.000000, Top1T: 38.297871 Train:epoch: 116, loss@min: 0.950740, loss@max: 1.418116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.003926, LT: 2.558798, Top1S: 100.000000, Top1T: 38.238770 Train:epoch: 117, loss@min: 0.945828, loss@max: 1.414289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.003921, LT: 2.557284, Top1S: 100.000000, Top1T: 38.179668 Train:epoch: 118, loss@min: 0.982071, loss@max: 1.399303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.003917, LT: 2.556813, Top1S: 100.000000, Top1T: 38.238770 Train:epoch: 119, loss@min: 0.973750, loss@max: 1.389598, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.003913, LT: 2.556527, Top1S: 100.000000, Top1T: 38.179668 Train:epoch: 120, loss@min: 0.979237, loss@max: 1.389618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.003910, LT: 2.555939, Top1S: 100.000000, Top1T: 38.120567 Train:epoch: 121, loss@min: 0.979011, loss@max: 1.400344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.003907, LT: 2.554984, Top1S: 100.000000, Top1T: 38.120567 Train:epoch: 122, loss@min: 0.957250, loss@max: 1.419871, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.003904, LT: 2.554419, Top1S: 100.000000, Top1T: 38.179668 Train:epoch: 123, loss@min: 0.969696, loss@max: 1.413959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.003901, LT: 2.553504, Top1S: 100.000000, Top1T: 38.238770 Train:epoch: 124, loss@min: 0.935395, loss@max: 1.434852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.003899, LT: 2.552456, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 125, loss@min: 0.957032, loss@max: 1.409191, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.003896, LT: 2.551097, Top1S: 100.000000, Top1T: 38.297871 Train:epoch: 126, loss@min: 0.949993, loss@max: 1.421213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.003894, LT: 2.549552, Top1S: 100.000000, Top1T: 38.356976 Train:epoch: 127, loss@min: 0.965616, loss@max: 1.412828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.003892, LT: 2.548921, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 128, loss@min: 0.985398, loss@max: 1.385691, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.003890, LT: 2.549095, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 129, loss@min: 0.966993, loss@max: 1.400339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.003888, LT: 2.549905, Top1S: 100.000000, Top1T: 38.416077 Train:epoch: 130, loss@min: 0.943212, loss@max: 1.408546, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.003887, LT: 2.550593, Top1S: 100.000000, Top1T: 38.416077 Train:epoch: 131, loss@min: 0.992068, loss@max: 1.407754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.003885, LT: 2.551103, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 132, loss@min: 0.942919, loss@max: 1.424991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.003884, LT: 2.551736, Top1S: 100.000000, Top1T: 38.593380 Train:epoch: 133, loss@min: 0.938083, loss@max: 1.427464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.003883, LT: 2.552179, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 134, loss@min: 0.971146, loss@max: 1.400478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.003882, LT: 2.552566, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 135, loss@min: 0.972595, loss@max: 1.412994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.003881, LT: 2.552916, Top1S: 100.000000, Top1T: 38.593380 Train:epoch: 136, loss@min: 0.967388, loss@max: 1.386637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.003880, LT: 2.553207, Top1S: 100.000000, Top1T: 38.593380 Train:epoch: 137, loss@min: 0.964064, loss@max: 1.402011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.003880, LT: 2.553533, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 138, loss@min: 0.967966, loss@max: 1.395718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.003879, LT: 2.553747, Top1S: 100.000000, Top1T: 38.593380 Train:epoch: 139, loss@min: 0.950475, loss@max: 1.419826, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.003879, LT: 2.553842, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 140, loss@min: 0.966584, loss@max: 1.400387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.003878, LT: 2.553949, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 141, loss@min: 0.967402, loss@max: 1.396724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.003878, LT: 2.554025, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 142, loss@min: 0.959525, loss@max: 1.398949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.003878, LT: 2.554135, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 143, loss@min: 0.939614, loss@max: 1.417981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.003878, LT: 2.554152, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 144, loss@min: 0.939635, loss@max: 1.417149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.003878, LT: 2.554181, Top1S: 100.000000, Top1T: 38.475178 Train:epoch: 145, loss@min: 0.968292, loss@max: 1.391685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.003877, LT: 2.554205, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 146, loss@min: 0.945671, loss@max: 1.398638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.003877, LT: 2.554212, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 147, loss@min: 0.947383, loss@max: 1.406132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.003877, LT: 2.554222, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 148, loss@min: 0.946314, loss@max: 1.411259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.003877, LT: 2.554225, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 149, loss@min: 0.937881, loss@max: 1.427886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.003877, LT: 2.554225, Top1S: 100.000000, Top1T: 38.534279 Train:epoch: 150, loss@min: 0.935798, loss@max: 1.422123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.003877, LT: 2.554225, Top1S: 100.000000, Top1T: 38.534279 ------------------------------------------- Fri Jul 21 22:54:05 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 30, "valepoch": 50} ------------------------------------------- Fri Jul 21 23:01:10 2023 ------------------------------------------- Train:epoch: 1, loss@min: 11.915181, loss@max: 5.772579, Top1S acc: 50.000000, Top1T acc: 39.062500 Train:epoch: 2, loss@min: 6.377916, loss@max: 4.616005, Top1S acc: 92.968750, Top1T acc: 65.234375 Train:epoch: 3, loss@min: 4.523087, loss@max: 4.047046, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 4, loss@min: 2.100650, loss@max: 3.838763, Top1S acc: 100.000000, Top1T acc: 83.593750 Train:epoch: 5, loss@min: 1.594077, loss@max: 3.406474, Top1S acc: 100.000000, Top1T acc: 87.109375 Train:epoch: 6, loss@min: 1.611326, loss@max: 2.495276, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 7, loss@min: 1.645394, loss@max: 2.063231, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 8, loss@min: 1.317633, loss@max: 2.004110, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 9, loss@min: 1.274297, loss@max: 1.763415, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 10, loss@min: 1.100804, loss@max: 1.806535, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 11, loss@min: 1.130862, loss@max: 1.659098, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 0.975681, loss@max: 1.677359, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 1.055823, loss@max: 1.534613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.022618, loss@max: 1.541279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.992757, loss@max: 1.491906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.977810, loss@max: 1.477021, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.967271, loss@max: 1.477287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.011757, loss@max: 1.461777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.945428, loss@max: 1.456735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.049423, loss@max: 1.446194, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 0.949286, loss@max: 1.520324, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.989962, loss@max: 1.471575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.963549, loss@max: 1.470582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.993850, loss@max: 1.399532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.899753, loss@max: 1.542319, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.982569, loss@max: 1.397316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.985453, loss@max: 1.404064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.973003, loss@max: 1.445321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.003208, loss@max: 1.398534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.975953, loss@max: 1.432591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.951559, loss@max: 1.490883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.004033, loss@max: 1.437902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.929949, loss@max: 1.499641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.007888, loss@max: 1.406295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.941241, loss@max: 1.506516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.012095, loss@max: 1.463033, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.977937, loss@max: 1.483144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.958805, loss@max: 1.486746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.044920, loss@max: 1.410715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.929749, loss@max: 1.530920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.023193, loss@max: 1.453127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.046198, loss@max: 1.484468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.927637, loss@max: 1.555327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.057370, loss@max: 1.435516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.923002, loss@max: 1.558082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.013980, loss@max: 1.472899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.026211, loss@max: 1.502530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.994623, loss@max: 1.434016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.963841, loss@max: 1.481978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.006616, loss@max: 1.428573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.002130, LT: 1.472622, Top1S: 100.000000, Top1T: 66.607567Best acc: 66.607567 Train:epoch: 51, loss@min: 0.955654, loss@max: 1.484758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.002107, LT: 1.473742, Top1S: 100.000000, Top1T: 67.139481Best acc: 67.139481 Train:epoch: 52, loss@min: 1.010888, loss@max: 1.452207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.002088, LT: 1.478253, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 53, loss@min: 0.947997, loss@max: 1.489229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.002063, LT: 1.491228, Top1S: 100.000000, Top1T: 67.257683Best acc: 67.257683 Train:epoch: 54, loss@min: 1.019545, loss@max: 1.415344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.002031, LT: 1.499703, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 55, loss@min: 0.932080, loss@max: 1.485191, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.002010, LT: 1.490172, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 56, loss@min: 0.978074, loss@max: 1.433414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.001984, LT: 1.495784, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 57, loss@min: 0.952992, loss@max: 1.457323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.001968, LT: 1.496862, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 58, loss@min: 0.977683, loss@max: 1.444561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.001948, LT: 1.498935, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 59, loss@min: 0.950406, loss@max: 1.474717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.001938, LT: 1.497988, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 60, loss@min: 0.978156, loss@max: 1.441559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.001913, LT: 1.499771, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 61, loss@min: 1.004853, loss@max: 1.418245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.001890, LT: 1.500627, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 62, loss@min: 0.925238, loss@max: 1.517159, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.001872, LT: 1.505386, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 63, loss@min: 1.000503, loss@max: 1.432659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001852, LT: 1.512845, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 64, loss@min: 0.981502, loss@max: 1.450538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001836, LT: 1.506977, Top1S: 100.000000, Top1T: 67.434990Best acc: 67.434990 Train:epoch: 65, loss@min: 0.976621, loss@max: 1.431273, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.001825, LT: 1.516655, Top1S: 100.000000, Top1T: 67.553192Best acc: 67.553192 Train:epoch: 66, loss@min: 0.953970, loss@max: 1.467163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001814, LT: 1.514747, Top1S: 100.000000, Top1T: 67.789597Best acc: 67.789597 Train:epoch: 67, loss@min: 0.979996, loss@max: 1.453135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001797, LT: 1.511912, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 68, loss@min: 0.978299, loss@max: 1.446081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001784, LT: 1.525599, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 69, loss@min: 0.951096, loss@max: 1.447667, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001773, LT: 1.517002, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 70, loss@min: 0.940917, loss@max: 1.461594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.001755, LT: 1.518069, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 71, loss@min: 0.949929, loss@max: 1.442521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.001742, LT: 1.526973, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 72, loss@min: 0.983006, loss@max: 1.430503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001731, LT: 1.517144, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 73, loss@min: 0.960892, loss@max: 1.437535, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001720, LT: 1.522447, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 74, loss@min: 0.959864, loss@max: 1.421240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001704, LT: 1.517814, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 75, loss@min: 0.982105, loss@max: 1.418926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.001692, LT: 1.516846, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 76, loss@min: 0.942016, loss@max: 1.457920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001683, LT: 1.527193, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 77, loss@min: 0.967017, loss@max: 1.419651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.001672, LT: 1.519632, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 78, loss@min: 0.971346, loss@max: 1.401037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.001655, LT: 1.521504, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 79, loss@min: 0.962452, loss@max: 1.409114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.001646, LT: 1.527314, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 80, loss@min: 0.944326, loss@max: 1.420054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001639, LT: 1.530389, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 81, loss@min: 0.981044, loss@max: 1.400545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001626, LT: 1.535137, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 82, loss@min: 0.960124, loss@max: 1.398963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001618, LT: 1.538170, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 83, loss@min: 0.972822, loss@max: 1.399199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001608, LT: 1.540512, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 84, loss@min: 0.971937, loss@max: 1.404657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001598, LT: 1.541978, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 85, loss@min: 0.956089, loss@max: 1.399340, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001588, LT: 1.550250, Top1S: 100.000000, Top1T: 67.730499 Train:epoch: 86, loss@min: 0.951101, loss@max: 1.405428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001579, LT: 1.552764, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 87, loss@min: 0.970558, loss@max: 1.389020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001571, LT: 1.556039, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 88, loss@min: 0.969917, loss@max: 1.384572, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001564, LT: 1.564151, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 89, loss@min: 0.934341, loss@max: 1.420718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001554, LT: 1.563372, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 90, loss@min: 0.970991, loss@max: 1.387499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001546, LT: 1.567788, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 91, loss@min: 0.961004, loss@max: 1.400120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001542, LT: 1.575202, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 92, loss@min: 0.949208, loss@max: 1.401952, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001534, LT: 1.570460, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 93, loss@min: 0.960472, loss@max: 1.396117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001526, LT: 1.571115, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 94, loss@min: 0.960545, loss@max: 1.394311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001519, LT: 1.578686, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 95, loss@min: 0.955140, loss@max: 1.391540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001511, LT: 1.576228, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 96, loss@min: 0.965730, loss@max: 1.389055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001506, LT: 1.576169, Top1S: 100.000000, Top1T: 67.789597 Train:epoch: 97, loss@min: 0.933490, loss@max: 1.418148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001500, LT: 1.582383, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 98, loss@min: 0.954751, loss@max: 1.389132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001493, LT: 1.583794, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 99, loss@min: 0.970445, loss@max: 1.375330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001488, LT: 1.586478, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 100, loss@min: 0.948214, loss@max: 1.395966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001485, LT: 1.591406, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 101, loss@min: 0.950605, loss@max: 1.396361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001479, LT: 1.594683, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 102, loss@min: 0.962831, loss@max: 1.380812, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001472, LT: 1.594361, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 103, loss@min: 0.967507, loss@max: 1.373303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001468, LT: 1.596484, Top1S: 100.000000, Top1T: 67.848701Best acc: 67.848701 Train:epoch: 104, loss@min: 0.959622, loss@max: 1.378909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001465, LT: 1.601493, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 105, loss@min: 0.956224, loss@max: 1.388748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001461, LT: 1.603255, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 106, loss@min: 0.947914, loss@max: 1.394589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001455, LT: 1.602130, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 107, loss@min: 0.955728, loss@max: 1.387898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001451, LT: 1.603533, Top1S: 100.000000, Top1T: 67.730499 Train:epoch: 108, loss@min: 0.951529, loss@max: 1.388634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001448, LT: 1.607366, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 109, loss@min: 0.951539, loss@max: 1.388896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001445, LT: 1.609502, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 110, loss@min: 0.955384, loss@max: 1.384242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001441, LT: 1.609688, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 111, loss@min: 0.947080, loss@max: 1.392194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001438, LT: 1.610739, Top1S: 100.000000, Top1T: 67.848701 Train:epoch: 112, loss@min: 0.958881, loss@max: 1.393281, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001435, LT: 1.612756, Top1S: 100.000000, Top1T: 67.848701 Train:epoch: 113, loss@min: 0.952298, loss@max: 1.388860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001431, LT: 1.613698, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 114, loss@min: 0.968724, loss@max: 1.371758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001429, LT: 1.615056, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 115, loss@min: 0.946119, loss@max: 1.396333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001426, LT: 1.615904, Top1S: 100.000000, Top1T: 67.730499 Train:epoch: 116, loss@min: 0.959734, loss@max: 1.378747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001424, LT: 1.616184, Top1S: 100.000000, Top1T: 67.789597 Train:epoch: 117, loss@min: 0.951966, loss@max: 1.387038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001422, LT: 1.616845, Top1S: 100.000000, Top1T: 67.730499 Train:epoch: 118, loss@min: 0.957417, loss@max: 1.377597, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001419, LT: 1.618411, Top1S: 100.000000, Top1T: 67.730499 Train:epoch: 119, loss@min: 0.953725, loss@max: 1.383242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001417, LT: 1.618987, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 120, loss@min: 0.944591, loss@max: 1.397773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001415, LT: 1.619269, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 121, loss@min: 0.954954, loss@max: 1.381092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001413, LT: 1.620009, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 122, loss@min: 0.952177, loss@max: 1.383080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001412, LT: 1.620642, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 123, loss@min: 0.942045, loss@max: 1.396396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001410, LT: 1.621702, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 124, loss@min: 0.963117, loss@max: 1.372808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001408, LT: 1.622402, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 125, loss@min: 0.951364, loss@max: 1.383675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001407, LT: 1.623098, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 126, loss@min: 0.948171, loss@max: 1.387335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001406, LT: 1.623812, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 127, loss@min: 0.952451, loss@max: 1.383077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001405, LT: 1.624026, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 128, loss@min: 0.953039, loss@max: 1.376348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001404, LT: 1.623989, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 129, loss@min: 0.957650, loss@max: 1.375000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001402, LT: 1.623962, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 130, loss@min: 0.957503, loss@max: 1.382074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001402, LT: 1.624105, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 131, loss@min: 0.948150, loss@max: 1.385161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001401, LT: 1.624513, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 132, loss@min: 0.948997, loss@max: 1.389226, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001400, LT: 1.625536, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 133, loss@min: 0.951062, loss@max: 1.381664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001400, LT: 1.626567, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 134, loss@min: 0.955152, loss@max: 1.377705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001399, LT: 1.627183, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 135, loss@min: 0.940507, loss@max: 1.390456, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001398, LT: 1.627495, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 136, loss@min: 0.953778, loss@max: 1.380038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001398, LT: 1.627647, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 137, loss@min: 0.952206, loss@max: 1.384190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001397, LT: 1.627867, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 138, loss@min: 0.949711, loss@max: 1.380108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001397, LT: 1.627992, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 139, loss@min: 0.955137, loss@max: 1.373820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001396, LT: 1.628120, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 140, loss@min: 0.961292, loss@max: 1.371557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001396, LT: 1.628247, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 141, loss@min: 0.957141, loss@max: 1.372277, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001396, LT: 1.628364, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 142, loss@min: 0.954566, loss@max: 1.377733, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001396, LT: 1.628470, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 143, loss@min: 0.957279, loss@max: 1.374017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001396, LT: 1.628584, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 144, loss@min: 0.947476, loss@max: 1.383470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001396, LT: 1.628649, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 145, loss@min: 0.958009, loss@max: 1.372712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001396, LT: 1.628697, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 146, loss@min: 0.948084, loss@max: 1.385496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001395, LT: 1.628720, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 147, loss@min: 0.959341, loss@max: 1.376470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001395, LT: 1.628729, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 148, loss@min: 0.951178, loss@max: 1.382071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001395, LT: 1.628737, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 149, loss@min: 0.952295, loss@max: 1.379727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001395, LT: 1.628739, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 150, loss@min: 0.954805, loss@max: 1.376957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001395, LT: 1.628740, Top1S: 100.000000, Top1T: 67.494087{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 80, "valepoch": 50} ------------------------------------------- Sat Jul 22 01:44:58 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 22 01:46:15 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.063032, loss@max: 2.489254, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 2, loss@min: 1.022406, loss@max: 2.381983, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 3, loss@min: 1.032110, loss@max: 1.683837, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 4, loss@min: 1.434483, loss@max: 1.407595, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 5, loss@min: 1.442280, loss@max: 1.335895, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 6, loss@min: 1.240490, loss@max: 1.425250, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 7, loss@min: 1.128201, loss@max: 1.560467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.013546, loss@max: 1.593847, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 9, loss@min: 0.951800, loss@max: 1.761201, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 10, loss@min: 0.968597, loss@max: 1.714344, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 0.963751, loss@max: 1.759606, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 1.001246, loss@max: 1.679950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.135415, loss@max: 1.570108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.093949, loss@max: 1.611264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.091207, loss@max: 1.718828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.070920, loss@max: 1.762291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.046080, loss@max: 1.727607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.073220, loss@max: 1.753415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.093725, loss@max: 1.747595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.084390, loss@max: 1.755695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.075554, loss@max: 1.780985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.092309, loss@max: 1.772399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.114499, loss@max: 1.825224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.102621, loss@max: 1.803545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.130332, loss@max: 1.738246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.088546, loss@max: 1.793432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.046206, loss@max: 1.779276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.006918, loss@max: 1.961502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.053385, loss@max: 1.865128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.094773, loss@max: 1.866406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.125548, loss@max: 1.861658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.051014, loss@max: 1.847056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.128489, loss@max: 1.766759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.105044, loss@max: 1.744694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.073300, loss@max: 1.746156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.079021, loss@max: 1.816182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.053446, loss@max: 1.838291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.031417, loss@max: 1.799002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.034908, loss@max: 1.757236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.057881, loss@max: 1.745592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.037342, loss@max: 1.743612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.043931, loss@max: 1.668594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.083918, loss@max: 1.674294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.078426, loss@max: 1.638262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.028472, loss@max: 1.622901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.020210, loss@max: 1.612880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.025646, loss@max: 1.680873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.018753, loss@max: 1.673620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.093557, loss@max: 1.603653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.108955, loss@max: 1.620743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.980459, loss@max: 1.652828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.037401, loss@max: 1.625459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.000766, loss@max: 1.696985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.030988, loss@max: 1.663538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.019333, loss@max: 1.639299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.061512, loss@max: 1.601168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.024635, loss@max: 1.614906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.004654, loss@max: 1.615964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.997428, loss@max: 1.608265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.036546, loss@max: 1.602626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.024545, loss@max: 1.554149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.023707, loss@max: 1.554084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.012706, loss@max: 1.588181, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 0.993800, loss@max: 1.601984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.025799, loss@max: 1.538744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.992926, loss@max: 1.564621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.977536, loss@max: 1.561835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.989696, loss@max: 1.549201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.969703, loss@max: 1.549686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.989913, loss@max: 1.524854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.975947, loss@max: 1.531476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.989928, loss@max: 1.534519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.978951, loss@max: 1.522485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.989235, loss@max: 1.538628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.972942, loss@max: 1.499082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.005157, loss@max: 1.498861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.988526, loss@max: 1.483453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.985237, loss@max: 1.487899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.991668, loss@max: 1.466676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.993131, loss@max: 1.473148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000360, LT: 1.659586, Top1S: 100.000000, Top1T: 57.591938Best acc: 57.591938 Train:epoch: 81, loss@min: 0.986387, loss@max: 1.477901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000361, LT: 1.658797, Top1S: 100.000000, Top1T: 57.672543Best acc: 57.672543 Train:epoch: 82, loss@min: 0.969296, loss@max: 1.499131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000362, LT: 1.657897, Top1S: 100.000000, Top1T: 57.617126 Train:epoch: 83, loss@min: 0.976591, loss@max: 1.498968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000361, LT: 1.657687, Top1S: 100.000000, Top1T: 57.727959Best acc: 57.727959 Train:epoch: 84, loss@min: 0.972103, loss@max: 1.495875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000360, LT: 1.657023, Top1S: 100.000000, Top1T: 57.727959 Train:epoch: 85, loss@min: 0.978027, loss@max: 1.456652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000359, LT: 1.655967, Top1S: 100.000000, Top1T: 57.808563Best acc: 57.808563 Train:epoch: 86, loss@min: 0.968601, loss@max: 1.455000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000357, LT: 1.654229, Top1S: 100.000000, Top1T: 57.793449 Train:epoch: 87, loss@min: 0.996045, loss@max: 1.436251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000355, LT: 1.653028, Top1S: 100.000000, Top1T: 57.803524 Train:epoch: 88, loss@min: 0.975014, loss@max: 1.445905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000354, LT: 1.651877, Top1S: 100.000000, Top1T: 57.758183 Train:epoch: 89, loss@min: 0.976550, loss@max: 1.440515, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000355, LT: 1.651071, Top1S: 100.000000, Top1T: 57.738033 Train:epoch: 90, loss@min: 0.980954, loss@max: 1.451456, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000356, LT: 1.650548, Top1S: 100.000000, Top1T: 57.652390 Train:epoch: 91, loss@min: 0.966633, loss@max: 1.458740, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000356, LT: 1.649683, Top1S: 100.000000, Top1T: 57.738033 Train:epoch: 92, loss@min: 0.953526, loss@max: 1.461577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000355, LT: 1.649646, Top1S: 100.000000, Top1T: 57.682617 Train:epoch: 93, loss@min: 0.959993, loss@max: 1.452238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000353, LT: 1.648908, Top1S: 100.000000, Top1T: 57.748108 Train:epoch: 94, loss@min: 0.978886, loss@max: 1.454703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000351, LT: 1.648361, Top1S: 100.000000, Top1T: 57.793449 Train:epoch: 95, loss@min: 0.974471, loss@max: 1.433589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000350, LT: 1.647154, Top1S: 100.000000, Top1T: 57.833752Best acc: 57.833752 Train:epoch: 96, loss@min: 0.990681, loss@max: 1.412715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000349, LT: 1.646449, Top1S: 100.000000, Top1T: 57.848866Best acc: 57.848866 Train:epoch: 97, loss@min: 0.970894, loss@max: 1.430349, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000349, LT: 1.645247, Top1S: 100.000000, Top1T: 57.894203Best acc: 57.894203 Train:epoch: 98, loss@min: 0.974424, loss@max: 1.432178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000348, LT: 1.644297, Top1S: 100.000000, Top1T: 57.929470Best acc: 57.929470 Train:epoch: 99, loss@min: 0.952357, loss@max: 1.441548, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000348, LT: 1.644168, Top1S: 100.000000, Top1T: 57.934505Best acc: 57.934505 Train:epoch: 100, loss@min: 0.973910, loss@max: 1.423018, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000347, LT: 1.643974, Top1S: 100.000000, Top1T: 57.959694Best acc: 57.959694 Train:epoch: 101, loss@min: 0.968860, loss@max: 1.412874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000347, LT: 1.644035, Top1S: 100.000000, Top1T: 57.954659 Train:epoch: 102, loss@min: 0.961267, loss@max: 1.420715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000347, LT: 1.643638, Top1S: 100.000000, Top1T: 57.999996Best acc: 57.999996 Train:epoch: 103, loss@min: 0.969603, loss@max: 1.421996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000347, LT: 1.642689, Top1S: 100.000000, Top1T: 57.974808 Train:epoch: 104, loss@min: 0.967938, loss@max: 1.436587, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000347, LT: 1.642260, Top1S: 100.000000, Top1T: 57.984886 Train:epoch: 105, loss@min: 0.976737, loss@max: 1.420210, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000347, LT: 1.641563, Top1S: 100.000000, Top1T: 58.025188Best acc: 58.025188 Train:epoch: 106, loss@min: 0.958151, loss@max: 1.414858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000346, LT: 1.641165, Top1S: 100.000000, Top1T: 58.060452Best acc: 58.060452 Train:epoch: 107, loss@min: 0.964872, loss@max: 1.424162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000345, LT: 1.641195, Top1S: 100.000000, Top1T: 58.005035 Train:epoch: 108, loss@min: 0.976274, loss@max: 1.407699, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000344, LT: 1.641267, Top1S: 100.000000, Top1T: 57.989922 Train:epoch: 109, loss@min: 0.966585, loss@max: 1.411824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000344, LT: 1.641275, Top1S: 100.000000, Top1T: 57.999996 Train:epoch: 110, loss@min: 0.959417, loss@max: 1.421233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000343, LT: 1.641257, Top1S: 100.000000, Top1T: 58.020149 Train:epoch: 111, loss@min: 0.951316, loss@max: 1.413475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000343, LT: 1.641371, Top1S: 100.000000, Top1T: 58.080601Best acc: 58.080601 Train:epoch: 112, loss@min: 0.984229, loss@max: 1.390842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000343, LT: 1.641391, Top1S: 100.000000, Top1T: 58.045338 Train:epoch: 113, loss@min: 0.964703, loss@max: 1.409544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000343, LT: 1.641240, Top1S: 100.000000, Top1T: 58.015110 Train:epoch: 114, loss@min: 0.955392, loss@max: 1.416359, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000343, LT: 1.641060, Top1S: 100.000000, Top1T: 58.060452 Train:epoch: 115, loss@min: 0.944531, loss@max: 1.424086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000343, LT: 1.640723, Top1S: 100.000000, Top1T: 58.085640Best acc: 58.085640 Train:epoch: 116, loss@min: 0.960648, loss@max: 1.408741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000342, LT: 1.640343, Top1S: 100.000000, Top1T: 58.130981Best acc: 58.130981 Train:epoch: 117, loss@min: 0.947869, loss@max: 1.428531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000342, LT: 1.640044, Top1S: 100.000000, Top1T: 58.176319Best acc: 58.176319 Train:epoch: 118, loss@min: 0.955435, loss@max: 1.413178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000342, LT: 1.639891, Top1S: 100.000000, Top1T: 58.156170 Train:epoch: 119, loss@min: 0.959769, loss@max: 1.398808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000342, LT: 1.639838, Top1S: 100.000000, Top1T: 58.156170 Train:epoch: 120, loss@min: 0.954218, loss@max: 1.415341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000341, LT: 1.639777, Top1S: 100.000000, Top1T: 58.166245 Train:epoch: 121, loss@min: 0.951225, loss@max: 1.420432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000341, LT: 1.639912, Top1S: 100.000000, Top1T: 58.181358Best acc: 58.181358 Train:epoch: 122, loss@min: 0.972481, loss@max: 1.392332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000341, LT: 1.640004, Top1S: 100.000000, Top1T: 58.201508Best acc: 58.201508 Train:epoch: 123, loss@min: 0.960931, loss@max: 1.411644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000341, LT: 1.639852, Top1S: 100.000000, Top1T: 58.211586Best acc: 58.211586 Train:epoch: 124, loss@min: 0.963471, loss@max: 1.393698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000341, LT: 1.639672, Top1S: 100.000000, Top1T: 58.236774Best acc: 58.236774 Train:epoch: 125, loss@min: 0.961646, loss@max: 1.395395, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000341, LT: 1.639583, Top1S: 100.000000, Top1T: 58.171284 Train:epoch: 126, loss@min: 0.955382, loss@max: 1.408886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000340, LT: 1.639514, Top1S: 100.000000, Top1T: 58.181358 Train:epoch: 127, loss@min: 0.950788, loss@max: 1.407941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000340, LT: 1.639469, Top1S: 100.000000, Top1T: 58.186398 Train:epoch: 128, loss@min: 0.943624, loss@max: 1.422900, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000340, LT: 1.639461, Top1S: 100.000000, Top1T: 58.166245 Train:epoch: 129, loss@min: 0.959964, loss@max: 1.413998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000340, LT: 1.639510, Top1S: 100.000000, Top1T: 58.171284 Train:epoch: 130, loss@min: 0.967715, loss@max: 1.386997, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000340, LT: 1.639552, Top1S: 100.000000, Top1T: 58.161205 Train:epoch: 131, loss@min: 0.960083, loss@max: 1.398301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000340, LT: 1.639607, Top1S: 100.000000, Top1T: 58.146095 Train:epoch: 132, loss@min: 0.974654, loss@max: 1.386045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000340, LT: 1.639603, Top1S: 100.000000, Top1T: 58.141056 Train:epoch: 133, loss@min: 0.955019, loss@max: 1.396186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000340, LT: 1.639629, Top1S: 100.000000, Top1T: 58.156170 Train:epoch: 134, loss@min: 0.947679, loss@max: 1.404457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000340, LT: 1.639672, Top1S: 100.000000, Top1T: 58.186398 Train:epoch: 135, loss@min: 0.962144, loss@max: 1.392754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000340, LT: 1.639721, Top1S: 100.000000, Top1T: 58.191433 Train:epoch: 136, loss@min: 0.950373, loss@max: 1.407058, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000340, LT: 1.639724, Top1S: 100.000000, Top1T: 58.186398 Train:epoch: 137, loss@min: 0.949580, loss@max: 1.403117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000339, LT: 1.639714, Top1S: 100.000000, Top1T: 58.171284 Train:epoch: 138, loss@min: 0.958748, loss@max: 1.396091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000339, LT: 1.639657, Top1S: 100.000000, Top1T: 58.156170 Train:epoch: 139, loss@min: 0.961547, loss@max: 1.391036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000339, LT: 1.639598, Top1S: 100.000000, Top1T: 58.161205 Train:epoch: 140, loss@min: 0.955171, loss@max: 1.399207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000339, LT: 1.639550, Top1S: 100.000000, Top1T: 58.166245 Train:epoch: 141, loss@min: 0.960521, loss@max: 1.390793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000339, LT: 1.639507, Top1S: 100.000000, Top1T: 58.161205 Train:epoch: 142, loss@min: 0.957595, loss@max: 1.396135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000339, LT: 1.639476, Top1S: 100.000000, Top1T: 58.161205 Train:epoch: 143, loss@min: 0.950334, loss@max: 1.405585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000339, LT: 1.639452, Top1S: 100.000000, Top1T: 58.156170 Train:epoch: 144, loss@min: 0.965731, loss@max: 1.381913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000339, LT: 1.639433, Top1S: 100.000000, Top1T: 58.166245 Train:epoch: 145, loss@min: 0.943085, loss@max: 1.413540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000339, LT: 1.639418, Top1S: 100.000000, Top1T: 58.161205 Train:epoch: 146, loss@min: 0.945203, loss@max: 1.402483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000339, LT: 1.639409, Top1S: 100.000000, Top1T: 58.161205 Train:epoch: 147, loss@min: 0.955296, loss@max: 1.387666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000339, LT: 1.639404, Top1S: 100.000000, Top1T: 58.161205 Train:epoch: 148, loss@min: 0.943823, loss@max: 1.407300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000339, LT: 1.639402, Top1S: 100.000000, Top1T: 58.161205 Train:epoch: 149, loss@min: 0.958366, loss@max: 1.394295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000339, LT: 1.639401, Top1S: 100.000000, Top1T: 58.161205 Train:epoch: 150, loss@min: 0.965178, loss@max: 1.385212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000339, LT: 1.639401, Top1S: 100.000000, Top1T: 58.161205 ------------------------------------------- Sun Jul 23 04:12:17 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Jul 23 10:50:09 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.051872, loss@max: 2.587365, Top1S acc: 100.000000, Top1T acc: 80.859375 Train:epoch: 2, loss@min: 1.463493, loss@max: 2.196256, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 3, loss@min: 1.324912, loss@max: 1.506059, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 4, loss@min: 1.479769, loss@max: 1.338966, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 5, loss@min: 1.475893, loss@max: 1.563632, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 6, loss@min: 1.194493, loss@max: 1.805303, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 7, loss@min: 1.051097, loss@max: 1.992486, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.126024, loss@max: 1.882381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.174856, loss@max: 1.910336, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.253148, loss@max: 1.911005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.171833, loss@max: 2.032636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.230483, loss@max: 1.832558, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 1.268971, loss@max: 2.127874, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 14, loss@min: 1.363469, loss@max: 2.285382, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 1.232764, loss@max: 2.384525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.522991, loss@max: 2.217443, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 1.329672, loss@max: 2.339365, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 1.258648, loss@max: 2.241815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.262255, loss@max: 2.273818, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 20, loss@min: 1.331119, loss@max: 2.270493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.338910, loss@max: 2.113503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.523109, loss@max: 2.202684, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 1.207031, loss@max: 2.281118, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 1.371389, loss@max: 2.277635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.384325, loss@max: 2.254772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.250431, loss@max: 2.258107, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.308795, loss@max: 2.261731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.241720, loss@max: 2.490369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.287719, loss@max: 2.362718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.336349, loss@max: 2.378356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.175982, loss@max: 2.246117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.201943, loss@max: 2.364849, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 1.154765, loss@max: 2.120460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.388631, loss@max: 2.474187, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 1.173671, loss@max: 2.314373, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 36, loss@min: 1.211628, loss@max: 2.118358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.207933, loss@max: 2.267391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.240005, loss@max: 2.125222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.182619, loss@max: 2.026571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.143278, loss@max: 2.164146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.108610, loss@max: 2.129832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.133533, loss@max: 2.167181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.094661, loss@max: 2.166803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.085427, loss@max: 2.032024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.224970, loss@max: 2.025470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.175397, loss@max: 2.038350, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 1.157767, loss@max: 1.999436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.175095, loss@max: 1.901028, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 1.197611, loss@max: 1.894653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.065711, loss@max: 1.880561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.064094, loss@max: 1.856923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.123680, loss@max: 1.899212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.155926, loss@max: 1.994057, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 1.103034, loss@max: 1.889388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.105962, loss@max: 2.007333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.091950, loss@max: 1.968291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.077072, loss@max: 1.868365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.083532, loss@max: 1.972798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.118526, loss@max: 1.916978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.114128, loss@max: 1.936599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.117688, loss@max: 1.825616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.119265, loss@max: 1.960452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.117282, loss@max: 1.772022, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 1.055223, loss@max: 1.763333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.029310, loss@max: 1.687247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.028561, loss@max: 1.774467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.058131, loss@max: 1.709337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.058328, loss@max: 1.673654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.030963, loss@max: 1.749449, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.023270, loss@max: 1.724225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.049117, loss@max: 1.734364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.078934, loss@max: 1.686361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.058654, loss@max: 1.704345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.984291, loss@max: 1.670704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.011352, loss@max: 1.761678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.970916, loss@max: 1.615826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.962877, loss@max: 1.711891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.987533, loss@max: 1.643471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.989931, loss@max: 1.599365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.933018, loss@max: 1.678977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000299, LT: 1.457279, Top1S: 100.000000, Top1T: 60.438286Best acc: 60.438286 Train:epoch: 81, loss@min: 0.974536, loss@max: 1.597901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000300, LT: 1.456693, Top1S: 100.000000, Top1T: 60.639797Best acc: 60.639797 Train:epoch: 82, loss@min: 1.035961, loss@max: 1.672362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000297, LT: 1.452855, Top1S: 100.000000, Top1T: 60.811081Best acc: 60.811081 Train:epoch: 83, loss@min: 0.971873, loss@max: 1.613679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000287, LT: 1.449497, Top1S: 100.000000, Top1T: 60.841309Best acc: 60.841309 Train:epoch: 84, loss@min: 0.996897, loss@max: 1.535559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000282, LT: 1.448826, Top1S: 100.000000, Top1T: 60.952137Best acc: 60.952137 Train:epoch: 85, loss@min: 1.031075, loss@max: 1.516826, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000284, LT: 1.450136, Top1S: 100.000000, Top1T: 60.977329Best acc: 60.977329 Train:epoch: 86, loss@min: 0.992841, loss@max: 1.574686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000281, LT: 1.451062, Top1S: 100.000000, Top1T: 60.896725 Train:epoch: 87, loss@min: 1.027263, loss@max: 1.563965, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000279, LT: 1.449488, Top1S: 100.000000, Top1T: 60.911835 Train:epoch: 88, loss@min: 1.053400, loss@max: 1.549675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000284, LT: 1.446928, Top1S: 100.000000, Top1T: 61.037781Best acc: 61.037781 Train:epoch: 89, loss@min: 1.054776, loss@max: 1.566898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000288, LT: 1.445067, Top1S: 100.000000, Top1T: 61.047855Best acc: 61.047855 Train:epoch: 90, loss@min: 1.035061, loss@max: 1.540138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000280, LT: 1.445335, Top1S: 100.000000, Top1T: 60.942062 Train:epoch: 91, loss@min: 0.986027, loss@max: 1.600073, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000279, LT: 1.448240, Top1S: 100.000000, Top1T: 61.007553 Train:epoch: 92, loss@min: 0.997853, loss@max: 1.541407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000279, LT: 1.450739, Top1S: 100.000000, Top1T: 60.826195 Train:epoch: 93, loss@min: 0.968837, loss@max: 1.588964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000282, LT: 1.451191, Top1S: 100.000000, Top1T: 60.861458 Train:epoch: 94, loss@min: 0.990760, loss@max: 1.562213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000290, LT: 1.450685, Top1S: 100.000000, Top1T: 60.811081 Train:epoch: 95, loss@min: 0.980746, loss@max: 1.546504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000287, LT: 1.449329, Top1S: 100.000000, Top1T: 60.826195 Train:epoch: 96, loss@min: 0.990755, loss@max: 1.502034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000280, LT: 1.448092, Top1S: 100.000000, Top1T: 60.911835 Train:epoch: 97, loss@min: 0.996895, loss@max: 1.516494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000277, LT: 1.446603, Top1S: 100.000000, Top1T: 60.866497 Train:epoch: 98, loss@min: 1.015329, loss@max: 1.493118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000273, LT: 1.445961, Top1S: 100.000000, Top1T: 60.821156 Train:epoch: 99, loss@min: 0.995232, loss@max: 1.507258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000270, LT: 1.446320, Top1S: 100.000000, Top1T: 60.790932 Train:epoch: 100, loss@min: 1.008626, loss@max: 1.516532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000268, LT: 1.446396, Top1S: 100.000000, Top1T: 60.770779 Train:epoch: 101, loss@min: 0.959546, loss@max: 1.509953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000268, LT: 1.446499, Top1S: 100.000000, Top1T: 60.780853 Train:epoch: 102, loss@min: 0.987343, loss@max: 1.456981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000267, LT: 1.446035, Top1S: 100.000000, Top1T: 60.861458 Train:epoch: 103, loss@min: 0.956241, loss@max: 1.491653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000268, LT: 1.444879, Top1S: 100.000000, Top1T: 60.861458 Train:epoch: 104, loss@min: 0.980113, loss@max: 1.487930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000268, LT: 1.444295, Top1S: 100.000000, Top1T: 60.977329 Train:epoch: 105, loss@min: 0.961683, loss@max: 1.474735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000267, LT: 1.444455, Top1S: 100.000000, Top1T: 61.022667 Train:epoch: 106, loss@min: 0.979729, loss@max: 1.453334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000267, LT: 1.444071, Top1S: 100.000000, Top1T: 61.078083Best acc: 61.078083 Train:epoch: 107, loss@min: 0.964036, loss@max: 1.464206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000267, LT: 1.443292, Top1S: 100.000000, Top1T: 61.068008 Train:epoch: 108, loss@min: 0.973110, loss@max: 1.453496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000267, LT: 1.442876, Top1S: 100.000000, Top1T: 61.068008 Train:epoch: 109, loss@min: 0.985490, loss@max: 1.425314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000266, LT: 1.442547, Top1S: 100.000000, Top1T: 61.057934 Train:epoch: 110, loss@min: 0.979468, loss@max: 1.452658, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000266, LT: 1.442684, Top1S: 100.000000, Top1T: 61.118385Best acc: 61.118385 Train:epoch: 111, loss@min: 1.010852, loss@max: 1.452589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000265, LT: 1.442869, Top1S: 100.000000, Top1T: 61.078083 Train:epoch: 112, loss@min: 1.006362, loss@max: 1.408282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000265, LT: 1.442963, Top1S: 100.000000, Top1T: 61.062969 Train:epoch: 113, loss@min: 0.969225, loss@max: 1.432715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000264, LT: 1.443000, Top1S: 100.000000, Top1T: 61.123425Best acc: 61.123425 Train:epoch: 114, loss@min: 0.952458, loss@max: 1.472229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000263, LT: 1.442787, Top1S: 100.000000, Top1T: 61.188915Best acc: 61.188915 Train:epoch: 115, loss@min: 0.969182, loss@max: 1.442671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000263, LT: 1.442568, Top1S: 100.000000, Top1T: 61.209064Best acc: 61.209064 Train:epoch: 116, loss@min: 0.978338, loss@max: 1.447722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000263, LT: 1.442429, Top1S: 100.000000, Top1T: 61.168762 Train:epoch: 117, loss@min: 0.977257, loss@max: 1.426064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000263, LT: 1.442189, Top1S: 100.000000, Top1T: 61.198990 Train:epoch: 118, loss@min: 0.979514, loss@max: 1.442253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000263, LT: 1.441919, Top1S: 100.000000, Top1T: 61.214104Best acc: 61.214104 Train:epoch: 119, loss@min: 0.972075, loss@max: 1.425993, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000264, LT: 1.441859, Top1S: 100.000000, Top1T: 61.284634Best acc: 61.284634 Train:epoch: 120, loss@min: 0.960231, loss@max: 1.426756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000264, LT: 1.441930, Top1S: 100.000000, Top1T: 61.259445 Train:epoch: 121, loss@min: 0.974765, loss@max: 1.421119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000264, LT: 1.441817, Top1S: 100.000000, Top1T: 61.274555 Train:epoch: 122, loss@min: 0.955090, loss@max: 1.446270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000264, LT: 1.441640, Top1S: 100.000000, Top1T: 61.264481 Train:epoch: 123, loss@min: 0.973477, loss@max: 1.413625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000263, LT: 1.441728, Top1S: 100.000000, Top1T: 61.264481 Train:epoch: 124, loss@min: 0.976553, loss@max: 1.424193, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000262, LT: 1.441890, Top1S: 100.000000, Top1T: 61.239292 Train:epoch: 125, loss@min: 0.952477, loss@max: 1.435497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000262, LT: 1.442052, Top1S: 100.000000, Top1T: 61.254406 Train:epoch: 126, loss@min: 0.951979, loss@max: 1.436162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000262, LT: 1.442219, Top1S: 100.000000, Top1T: 61.284634 Train:epoch: 127, loss@min: 0.963698, loss@max: 1.426789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000261, LT: 1.442274, Top1S: 100.000000, Top1T: 61.259445 Train:epoch: 128, loss@min: 0.928782, loss@max: 1.457184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000262, LT: 1.442153, Top1S: 100.000000, Top1T: 61.224178 Train:epoch: 129, loss@min: 0.945535, loss@max: 1.429778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000262, LT: 1.442013, Top1S: 100.000000, Top1T: 61.244331 Train:epoch: 130, loss@min: 0.962237, loss@max: 1.430171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000262, LT: 1.442010, Top1S: 100.000000, Top1T: 61.204029 Train:epoch: 131, loss@min: 0.943130, loss@max: 1.430551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000261, LT: 1.442127, Top1S: 100.000000, Top1T: 61.209064 Train:epoch: 132, loss@min: 0.958140, loss@max: 1.425920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000261, LT: 1.442239, Top1S: 100.000000, Top1T: 61.214104 Train:epoch: 133, loss@min: 0.949493, loss@max: 1.425294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000261, LT: 1.442367, Top1S: 100.000000, Top1T: 61.214104 Train:epoch: 134, loss@min: 0.961978, loss@max: 1.419559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000261, LT: 1.442426, Top1S: 100.000000, Top1T: 61.224178 Train:epoch: 135, loss@min: 0.943778, loss@max: 1.432690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000261, LT: 1.442435, Top1S: 100.000000, Top1T: 61.239292 Train:epoch: 136, loss@min: 0.954225, loss@max: 1.430310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000261, LT: 1.442453, Top1S: 100.000000, Top1T: 61.254406 Train:epoch: 137, loss@min: 0.959685, loss@max: 1.434727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000261, LT: 1.442488, Top1S: 100.000000, Top1T: 61.254406 Train:epoch: 138, loss@min: 0.951806, loss@max: 1.429891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000261, LT: 1.442585, Top1S: 100.000000, Top1T: 61.264481 Train:epoch: 139, loss@min: 0.953602, loss@max: 1.420362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000261, LT: 1.442691, Top1S: 100.000000, Top1T: 61.254406 Train:epoch: 140, loss@min: 0.942264, loss@max: 1.436814, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000261, LT: 1.442773, Top1S: 100.000000, Top1T: 61.259445 Train:epoch: 141, loss@min: 0.944651, loss@max: 1.460483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000261, LT: 1.442826, Top1S: 100.000000, Top1T: 61.264481 Train:epoch: 142, loss@min: 0.961754, loss@max: 1.429720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000260, LT: 1.442851, Top1S: 100.000000, Top1T: 61.259445 Train:epoch: 143, loss@min: 0.966160, loss@max: 1.398101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000260, LT: 1.442843, Top1S: 100.000000, Top1T: 61.264481 Train:epoch: 144, loss@min: 0.960527, loss@max: 1.428214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000260, LT: 1.442837, Top1S: 100.000000, Top1T: 61.264481 Train:epoch: 145, loss@min: 0.949803, loss@max: 1.440890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000260, LT: 1.442833, Top1S: 100.000000, Top1T: 61.269520 Train:epoch: 146, loss@min: 0.971007, loss@max: 1.403286, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000260, LT: 1.442832, Top1S: 100.000000, Top1T: 61.269520 Train:epoch: 147, loss@min: 0.957495, loss@max: 1.428335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000260, LT: 1.442831, Top1S: 100.000000, Top1T: 61.269520 Train:epoch: 148, loss@min: 0.971776, loss@max: 1.421290, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000260, LT: 1.442830, Top1S: 100.000000, Top1T: 61.269520 Train:epoch: 149, loss@min: 0.949920, loss@max: 1.419788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000260, LT: 1.442830, Top1S: 100.000000, Top1T: 61.269520 Train:epoch: 150, loss@min: 0.961053, loss@max: 1.425297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000260, LT: 1.442830, Top1S: 100.000000, Top1T: 61.269520 ------------------------------------------- Mon Jul 24 13:57:14 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 10, "print_freq": 1, "savedir": "G:\\\\eurosat_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Jul 24 16:12:57 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.167633, loss@max: 1.917247, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 2, loss@min: 3.502278, loss@max: 2.365168, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 3, loss@min: 2.016119, loss@max: 1.831565, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 1.788115, loss@max: 1.443165, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 1.483224, loss@max: 1.332895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 1.066776, loss@max: 1.428193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.959796, loss@max: 1.528630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.002533, loss@max: 1.577977, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 0.947949, loss@max: 1.398571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.010295, loss@max: 1.226641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.085679, loss@max: 1.186176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.192421, loss@max: 1.116149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.151884, loss@max: 1.129221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.052561, loss@max: 1.224368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.921025, loss@max: 1.293517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.804356, loss@max: 1.544882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.882850, loss@max: 1.431231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.821775, loss@max: 1.486571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.898037, loss@max: 1.388414, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.876457, loss@max: 1.351596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.945256, loss@max: 1.306402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.140412, loss@max: 1.195471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.023579, loss@max: 1.284265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.906386, loss@max: 1.396832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.894239, loss@max: 1.384352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.955437, loss@max: 1.331623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.929663, loss@max: 1.393025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.989318, loss@max: 1.368510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.978593, loss@max: 1.305909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.888434, loss@max: 1.399058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.946322, loss@max: 1.387026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.046829, loss@max: 1.287355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.987496, loss@max: 1.421136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.962651, loss@max: 1.406101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.932241, loss@max: 1.461699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.010959, loss@max: 1.452037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.997873, loss@max: 1.410905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.926986, loss@max: 1.501225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.913774, loss@max: 1.546859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.924942, loss@max: 1.506802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.030367, loss@max: 1.428955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.013033, loss@max: 1.509208, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.079946, loss@max: 1.527857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.103965, loss@max: 1.386216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.953992, loss@max: 1.416918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.049438, loss@max: 1.524873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.972526, loss@max: 1.381701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.920062, loss@max: 1.612101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.859163, loss@max: 1.635577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.811194, loss@max: 1.630124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.140049, loss@max: 1.492216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.028741, loss@max: 1.363264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.992051, loss@max: 1.422505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.939879, loss@max: 1.415979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943769, loss@max: 1.431854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.962914, loss@max: 1.473783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.019552, loss@max: 1.341619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.975521, loss@max: 1.355541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.127763, loss@max: 1.402937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.047421, loss@max: 1.369237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.028381, loss@max: 1.363383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.799821, loss@max: 1.603461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.853465, loss@max: 1.578662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.842161, loss@max: 1.561376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.924770, loss@max: 1.466537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.003831, loss@max: 1.387292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.146300, loss@max: 1.282712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.144001, loss@max: 1.325144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.017857, loss@max: 1.317154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.950329, loss@max: 1.419948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.927217, loss@max: 1.433256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.815538, loss@max: 1.583964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.864307, loss@max: 1.558114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.004203, loss@max: 1.366014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.962511, loss@max: 1.399729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.006953, loss@max: 1.385770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.956785, loss@max: 1.432374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.955568, loss@max: 1.399258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.916230, loss@max: 1.494376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.939116, loss@max: 1.403399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000951, LT: 1.754909, Top1S: 100.000000, Top1T: 56.604939Best acc: 56.604939 Train:epoch: 81, loss@min: 1.135626, loss@max: 1.415172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000935, LT: 1.734864, Top1S: 100.000000, Top1T: 56.740742Best acc: 56.740742 Train:epoch: 82, loss@min: 1.043573, loss@max: 1.337913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000909, LT: 1.726662, Top1S: 100.000000, Top1T: 57.012344Best acc: 57.012344 Train:epoch: 83, loss@min: 0.959453, loss@max: 1.394445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000891, LT: 1.733049, Top1S: 100.000000, Top1T: 56.987656 Train:epoch: 84, loss@min: 0.994092, loss@max: 1.351636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000881, LT: 1.749452, Top1S: 100.000000, Top1T: 56.728394 Train:epoch: 85, loss@min: 0.936900, loss@max: 1.399951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000875, LT: 1.764005, Top1S: 100.000000, Top1T: 56.444443 Train:epoch: 86, loss@min: 0.957982, loss@max: 1.374721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000871, LT: 1.780340, Top1S: 100.000000, Top1T: 56.234570 Train:epoch: 87, loss@min: 0.927226, loss@max: 1.440756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000869, LT: 1.782494, Top1S: 100.000000, Top1T: 56.234570 Train:epoch: 88, loss@min: 0.905378, loss@max: 1.468582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000869, LT: 1.768773, Top1S: 100.000000, Top1T: 56.432098 Train:epoch: 89, loss@min: 0.893314, loss@max: 1.430805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000873, LT: 1.751874, Top1S: 100.000000, Top1T: 56.691357 Train:epoch: 90, loss@min: 0.955023, loss@max: 1.376861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000877, LT: 1.732787, Top1S: 100.000000, Top1T: 56.901234 Train:epoch: 91, loss@min: 0.969367, loss@max: 1.401149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000876, LT: 1.714124, Top1S: 100.000000, Top1T: 57.111111Best acc: 57.111111 Train:epoch: 92, loss@min: 0.954324, loss@max: 1.390728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000869, LT: 1.700266, Top1S: 100.000000, Top1T: 57.296295Best acc: 57.296295 Train:epoch: 93, loss@min: 1.019019, loss@max: 1.340129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000861, LT: 1.696217, Top1S: 100.000000, Top1T: 57.283951 Train:epoch: 94, loss@min: 0.954656, loss@max: 1.369384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000854, LT: 1.694766, Top1S: 100.000000, Top1T: 57.234570 Train:epoch: 95, loss@min: 0.962711, loss@max: 1.371648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000847, LT: 1.700849, Top1S: 100.000000, Top1T: 57.111111 Train:epoch: 96, loss@min: 0.985722, loss@max: 1.353898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000840, LT: 1.708978, Top1S: 100.000000, Top1T: 57.037037 Train:epoch: 97, loss@min: 0.888616, loss@max: 1.475173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000835, LT: 1.714316, Top1S: 100.000000, Top1T: 57.160492 Train:epoch: 98, loss@min: 0.900730, loss@max: 1.449658, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000832, LT: 1.718985, Top1S: 100.000000, Top1T: 57.111111 Train:epoch: 99, loss@min: 0.902099, loss@max: 1.431375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000829, LT: 1.724619, Top1S: 100.000000, Top1T: 57.049381 Train:epoch: 100, loss@min: 0.981089, loss@max: 1.359380, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000827, LT: 1.728737, Top1S: 100.000000, Top1T: 57.037037 Train:epoch: 101, loss@min: 0.989299, loss@max: 1.345470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000824, LT: 1.733898, Top1S: 100.000000, Top1T: 57.074074 Train:epoch: 102, loss@min: 0.996956, loss@max: 1.352291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000823, LT: 1.734849, Top1S: 100.000000, Top1T: 57.024693 Train:epoch: 103, loss@min: 1.041599, loss@max: 1.311694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000823, LT: 1.732619, Top1S: 100.000000, Top1T: 57.061729 Train:epoch: 104, loss@min: 1.015926, loss@max: 1.333449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000824, LT: 1.728589, Top1S: 100.000000, Top1T: 57.037037 Train:epoch: 105, loss@min: 0.935241, loss@max: 1.402767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000825, LT: 1.722416, Top1S: 100.000000, Top1T: 57.123455 Train:epoch: 106, loss@min: 0.971776, loss@max: 1.352165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000824, LT: 1.718668, Top1S: 100.000000, Top1T: 57.000000 Train:epoch: 107, loss@min: 0.951841, loss@max: 1.380112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000822, LT: 1.716591, Top1S: 100.000000, Top1T: 56.925926 Train:epoch: 108, loss@min: 0.933183, loss@max: 1.403207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000820, LT: 1.716398, Top1S: 100.000000, Top1T: 56.925926 Train:epoch: 109, loss@min: 0.874744, loss@max: 1.470636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000817, LT: 1.716147, Top1S: 100.000000, Top1T: 56.962963 Train:epoch: 110, loss@min: 0.899446, loss@max: 1.449299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000815, LT: 1.715436, Top1S: 100.000000, Top1T: 56.962963 Train:epoch: 111, loss@min: 0.900278, loss@max: 1.421801, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000813, LT: 1.713777, Top1S: 100.000000, Top1T: 56.925926 Train:epoch: 112, loss@min: 0.929317, loss@max: 1.385321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000812, LT: 1.710638, Top1S: 100.000000, Top1T: 56.925926 Train:epoch: 113, loss@min: 0.948963, loss@max: 1.371001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000811, LT: 1.706422, Top1S: 100.000000, Top1T: 56.987656 Train:epoch: 114, loss@min: 0.949222, loss@max: 1.370358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000810, LT: 1.702429, Top1S: 100.000000, Top1T: 57.049381 Train:epoch: 115, loss@min: 0.927778, loss@max: 1.389260, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000809, LT: 1.699303, Top1S: 100.000000, Top1T: 57.111111 Train:epoch: 116, loss@min: 0.962639, loss@max: 1.373949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000807, LT: 1.696550, Top1S: 100.000000, Top1T: 57.222221 Train:epoch: 117, loss@min: 0.977746, loss@max: 1.353854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000806, LT: 1.694518, Top1S: 100.000000, Top1T: 57.246914 Train:epoch: 118, loss@min: 0.999942, loss@max: 1.337448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000805, LT: 1.694096, Top1S: 100.000000, Top1T: 57.222221 Train:epoch: 119, loss@min: 0.965065, loss@max: 1.363023, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000805, LT: 1.693618, Top1S: 100.000000, Top1T: 57.283951 Train:epoch: 120, loss@min: 0.952530, loss@max: 1.371467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000804, LT: 1.693290, Top1S: 100.000000, Top1T: 57.320988Best acc: 57.320988 Train:epoch: 121, loss@min: 1.009790, loss@max: 1.315191, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000804, LT: 1.694815, Top1S: 100.000000, Top1T: 57.382717Best acc: 57.382717 Train:epoch: 122, loss@min: 0.948319, loss@max: 1.370526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000803, LT: 1.696712, Top1S: 100.000000, Top1T: 57.395061Best acc: 57.395061 Train:epoch: 123, loss@min: 0.952353, loss@max: 1.364124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000803, LT: 1.698733, Top1S: 100.000000, Top1T: 57.358025 Train:epoch: 124, loss@min: 0.928154, loss@max: 1.390883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000802, LT: 1.700223, Top1S: 100.000000, Top1T: 57.419754Best acc: 57.419754 Train:epoch: 125, loss@min: 0.971906, loss@max: 1.343759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000801, LT: 1.701694, Top1S: 100.000000, Top1T: 57.419754 Train:epoch: 126, loss@min: 0.937485, loss@max: 1.379197, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000800, LT: 1.702739, Top1S: 100.000000, Top1T: 57.370369 Train:epoch: 127, loss@min: 0.945265, loss@max: 1.377033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000799, LT: 1.703740, Top1S: 100.000000, Top1T: 57.308643 Train:epoch: 128, loss@min: 0.968848, loss@max: 1.350675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000798, LT: 1.705159, Top1S: 100.000000, Top1T: 57.271606 Train:epoch: 129, loss@min: 0.963627, loss@max: 1.346617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000798, LT: 1.706262, Top1S: 100.000000, Top1T: 57.197533 Train:epoch: 130, loss@min: 1.008186, loss@max: 1.333617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000797, LT: 1.706953, Top1S: 100.000000, Top1T: 57.185184 Train:epoch: 131, loss@min: 0.991053, loss@max: 1.333756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000796, LT: 1.707655, Top1S: 100.000000, Top1T: 57.123455 Train:epoch: 132, loss@min: 0.937642, loss@max: 1.394584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000796, LT: 1.708724, Top1S: 100.000000, Top1T: 57.148148 Train:epoch: 133, loss@min: 0.944224, loss@max: 1.381543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000796, LT: 1.709485, Top1S: 100.000000, Top1T: 57.160492 Train:epoch: 134, loss@min: 0.916749, loss@max: 1.397735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000795, LT: 1.709924, Top1S: 100.000000, Top1T: 57.086418 Train:epoch: 135, loss@min: 0.933846, loss@max: 1.390009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000795, LT: 1.710039, Top1S: 100.000000, Top1T: 57.037037 Train:epoch: 136, loss@min: 0.955586, loss@max: 1.375166, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000795, LT: 1.709643, Top1S: 100.000000, Top1T: 57.061729 Train:epoch: 137, loss@min: 0.971290, loss@max: 1.346601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000795, LT: 1.709235, Top1S: 100.000000, Top1T: 57.098766 Train:epoch: 138, loss@min: 0.972839, loss@max: 1.351343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000795, LT: 1.708846, Top1S: 100.000000, Top1T: 57.123455 Train:epoch: 139, loss@min: 0.947164, loss@max: 1.368815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000794, LT: 1.708582, Top1S: 100.000000, Top1T: 57.160492 Train:epoch: 140, loss@min: 0.947665, loss@max: 1.383986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000794, LT: 1.708550, Top1S: 100.000000, Top1T: 57.160492 Train:epoch: 141, loss@min: 0.920798, loss@max: 1.403629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000794, LT: 1.708461, Top1S: 100.000000, Top1T: 57.160492 Train:epoch: 142, loss@min: 0.922648, loss@max: 1.394408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000794, LT: 1.708389, Top1S: 100.000000, Top1T: 57.172840 Train:epoch: 143, loss@min: 0.949901, loss@max: 1.376239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000794, LT: 1.708325, Top1S: 100.000000, Top1T: 57.185184 Train:epoch: 144, loss@min: 0.931285, loss@max: 1.387184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000794, LT: 1.708221, Top1S: 100.000000, Top1T: 57.172840 Train:epoch: 145, loss@min: 0.952502, loss@max: 1.396564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000794, LT: 1.708194, Top1S: 100.000000, Top1T: 57.172840 Train:epoch: 146, loss@min: 0.914889, loss@max: 1.410999, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000794, LT: 1.708171, Top1S: 100.000000, Top1T: 57.172840 Train:epoch: 147, loss@min: 0.923218, loss@max: 1.428080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000794, LT: 1.708138, Top1S: 100.000000, Top1T: 57.172840 Train:epoch: 148, loss@min: 0.933234, loss@max: 1.379207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000794, LT: 1.708125, Top1S: 100.000000, Top1T: 57.172840 Train:epoch: 149, loss@min: 0.925019, loss@max: 1.398762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000794, LT: 1.708121, Top1S: 100.000000, Top1T: 57.160492 Train:epoch: 150, loss@min: 0.918076, loss@max: 1.425080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000794, LT: 1.708121, Top1S: 100.000000, Top1T: 57.160492 ------------------------------------------- Mon Jul 24 21:45:55 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 10, "print_freq": 1, "savedir": "G:\\\\eurosat_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Jul 24 22:51:39 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.001553, loss@max: 2.164620, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 2, loss@min: 2.627412, loss@max: 2.316500, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 3, loss@min: 1.921024, loss@max: 1.853955, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 4, loss@min: 1.618732, loss@max: 1.417641, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 1.689357, loss@max: 1.281315, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 6, loss@min: 1.465097, loss@max: 1.281417, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 7, loss@min: 1.369331, loss@max: 1.384887, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 8, loss@min: 0.908368, loss@max: 1.537324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.877657, loss@max: 1.586038, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 10, loss@min: 0.879719, loss@max: 1.523239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.199094, loss@max: 1.413265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.104146, loss@max: 1.251546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.030131, loss@max: 1.209341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.026080, loss@max: 1.224065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.031911, loss@max: 1.277911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.928382, loss@max: 1.320229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.880014, loss@max: 1.387542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.965215, loss@max: 1.420525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.904949, loss@max: 1.377231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.932066, loss@max: 1.323281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.905776, loss@max: 1.382754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.955502, loss@max: 1.320712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.994163, loss@max: 1.300840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.996412, loss@max: 1.306677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.969121, loss@max: 1.352304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968498, loss@max: 1.363474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.923731, loss@max: 1.455801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.930621, loss@max: 1.385631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.958942, loss@max: 1.308020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.949011, loss@max: 1.318242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.010624, loss@max: 1.287038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.961774, loss@max: 1.354494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.966987, loss@max: 1.360826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.878849, loss@max: 1.406284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.890717, loss@max: 1.378365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.896781, loss@max: 1.411256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.959547, loss@max: 1.319458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.052926, loss@max: 1.311543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.948368, loss@max: 1.354193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.016896, loss@max: 1.356717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.917047, loss@max: 1.453838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.966033, loss@max: 1.352686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.006636, loss@max: 1.420489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.949902, loss@max: 1.378883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.942962, loss@max: 1.397995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.978406, loss@max: 1.372375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.941966, loss@max: 1.383488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.902534, loss@max: 1.458077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945832, loss@max: 1.435886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.034061, loss@max: 1.359860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.033700, loss@max: 1.311855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.964691, loss@max: 1.420565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.921530, loss@max: 1.469934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.896832, loss@max: 1.486856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.944633, loss@max: 1.462057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.949164, loss@max: 1.394026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.001894, loss@max: 1.389650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.999104, loss@max: 1.362666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.998149, loss@max: 1.358933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.998046, loss@max: 1.376468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.975950, loss@max: 1.385389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.886250, loss@max: 1.482113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.911678, loss@max: 1.482057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.969099, loss@max: 1.405822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.931433, loss@max: 1.403284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.939780, loss@max: 1.381747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.012436, loss@max: 1.364915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.023070, loss@max: 1.332314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.983772, loss@max: 1.346081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.909792, loss@max: 1.445199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.972404, loss@max: 1.369915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.978656, loss@max: 1.390031, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.932511, loss@max: 1.445652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.992906, loss@max: 1.424446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.928575, loss@max: 1.413977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.976265, loss@max: 1.370259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.963729, loss@max: 1.375413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.949867, loss@max: 1.400283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.951735, loss@max: 1.388696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.895436, loss@max: 1.446430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000740, LT: 1.529169, Top1S: 100.000000, Top1T: 61.753086Best acc: 61.753086 Train:epoch: 81, loss@min: 0.935805, loss@max: 1.413475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000736, LT: 1.539025, Top1S: 100.000000, Top1T: 61.469135 Train:epoch: 82, loss@min: 0.990436, loss@max: 1.362078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000738, LT: 1.535600, Top1S: 100.000000, Top1T: 61.481480 Train:epoch: 83, loss@min: 0.994314, loss@max: 1.372475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000737, LT: 1.533357, Top1S: 100.000000, Top1T: 61.641975 Train:epoch: 84, loss@min: 0.990048, loss@max: 1.368214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000734, LT: 1.533945, Top1S: 100.000000, Top1T: 61.679012 Train:epoch: 85, loss@min: 0.974456, loss@max: 1.363219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000732, LT: 1.541203, Top1S: 100.000000, Top1T: 61.592594 Train:epoch: 86, loss@min: 0.947431, loss@max: 1.371904, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000728, LT: 1.539130, Top1S: 100.000000, Top1T: 61.604939 Train:epoch: 87, loss@min: 0.923876, loss@max: 1.458297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000723, LT: 1.533659, Top1S: 100.000000, Top1T: 61.802467Best acc: 61.802467 Train:epoch: 88, loss@min: 0.888236, loss@max: 1.475708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000719, LT: 1.524743, Top1S: 100.000000, Top1T: 61.950619Best acc: 61.950619 Train:epoch: 89, loss@min: 0.973140, loss@max: 1.391327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000716, LT: 1.528266, Top1S: 100.000000, Top1T: 61.814816 Train:epoch: 90, loss@min: 0.957997, loss@max: 1.366798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000714, LT: 1.539411, Top1S: 100.000000, Top1T: 61.382717 Train:epoch: 91, loss@min: 0.996610, loss@max: 1.335662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000714, LT: 1.552641, Top1S: 100.000000, Top1T: 61.049381 Train:epoch: 92, loss@min: 0.991384, loss@max: 1.334377, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000716, LT: 1.568807, Top1S: 100.000000, Top1T: 60.765430 Train:epoch: 93, loss@min: 1.038072, loss@max: 1.385293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000715, LT: 1.568527, Top1S: 100.000000, Top1T: 60.864197 Train:epoch: 94, loss@min: 0.964481, loss@max: 1.390809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000709, LT: 1.552305, Top1S: 100.000000, Top1T: 61.395061 Train:epoch: 95, loss@min: 0.938853, loss@max: 1.389367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000705, LT: 1.537678, Top1S: 100.000000, Top1T: 61.765430 Train:epoch: 96, loss@min: 0.908452, loss@max: 1.429093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000702, LT: 1.524141, Top1S: 100.000000, Top1T: 62.012344Best acc: 62.012344 Train:epoch: 97, loss@min: 0.907084, loss@max: 1.412105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000700, LT: 1.516491, Top1S: 100.000000, Top1T: 62.234570Best acc: 62.234570 Train:epoch: 98, loss@min: 0.925721, loss@max: 1.406245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000697, LT: 1.514598, Top1S: 100.000000, Top1T: 62.271606Best acc: 62.271606 Train:epoch: 99, loss@min: 0.954554, loss@max: 1.388343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000695, LT: 1.520238, Top1S: 100.000000, Top1T: 62.222221 Train:epoch: 100, loss@min: 0.986968, loss@max: 1.334527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000697, LT: 1.528334, Top1S: 100.000000, Top1T: 61.975307 Train:epoch: 101, loss@min: 0.977157, loss@max: 1.343225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000702, LT: 1.536467, Top1S: 100.000000, Top1T: 62.012344 Train:epoch: 102, loss@min: 0.962086, loss@max: 1.362742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000704, LT: 1.536359, Top1S: 100.000000, Top1T: 61.938271 Train:epoch: 103, loss@min: 0.924698, loss@max: 1.410760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000701, LT: 1.528704, Top1S: 100.000000, Top1T: 62.111111 Train:epoch: 104, loss@min: 0.922693, loss@max: 1.409575, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000697, LT: 1.518114, Top1S: 100.000000, Top1T: 62.296295Best acc: 62.296295 Train:epoch: 105, loss@min: 0.951751, loss@max: 1.362911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000693, LT: 1.507615, Top1S: 100.000000, Top1T: 62.567902Best acc: 62.567902 Train:epoch: 106, loss@min: 0.969628, loss@max: 1.355565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000691, LT: 1.498347, Top1S: 100.000000, Top1T: 62.654320Best acc: 62.654320 Train:epoch: 107, loss@min: 0.953804, loss@max: 1.362443, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000690, LT: 1.494176, Top1S: 100.000000, Top1T: 62.728394Best acc: 62.728394 Train:epoch: 108, loss@min: 0.953488, loss@max: 1.371353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000689, LT: 1.494339, Top1S: 100.000000, Top1T: 62.716049 Train:epoch: 109, loss@min: 0.954033, loss@max: 1.371989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000690, LT: 1.501287, Top1S: 100.000000, Top1T: 62.654320 Train:epoch: 110, loss@min: 0.950234, loss@max: 1.363905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000691, LT: 1.511777, Top1S: 100.000000, Top1T: 62.370369 Train:epoch: 111, loss@min: 0.945711, loss@max: 1.371152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000693, LT: 1.518164, Top1S: 100.000000, Top1T: 62.259258 Train:epoch: 112, loss@min: 0.944342, loss@max: 1.371866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000692, LT: 1.519427, Top1S: 100.000000, Top1T: 62.222221 Train:epoch: 113, loss@min: 0.985978, loss@max: 1.408325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000690, LT: 1.515139, Top1S: 100.000000, Top1T: 62.358025 Train:epoch: 114, loss@min: 0.920001, loss@max: 1.400474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000687, LT: 1.508283, Top1S: 100.000000, Top1T: 62.555557 Train:epoch: 115, loss@min: 0.928492, loss@max: 1.392229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000684, LT: 1.502821, Top1S: 100.000000, Top1T: 62.629631 Train:epoch: 116, loss@min: 0.926436, loss@max: 1.391687, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000682, LT: 1.497324, Top1S: 100.000000, Top1T: 62.753086Best acc: 62.753086 Train:epoch: 117, loss@min: 0.961678, loss@max: 1.355102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000681, LT: 1.493335, Top1S: 100.000000, Top1T: 62.753086 Train:epoch: 118, loss@min: 0.973959, loss@max: 1.341803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000680, LT: 1.491248, Top1S: 100.000000, Top1T: 62.802467Best acc: 62.802467 Train:epoch: 119, loss@min: 0.954886, loss@max: 1.368108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000680, LT: 1.489716, Top1S: 100.000000, Top1T: 62.839504Best acc: 62.839504 Train:epoch: 120, loss@min: 0.943560, loss@max: 1.376415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000680, LT: 1.488883, Top1S: 100.000000, Top1T: 62.851852Best acc: 62.851852 Train:epoch: 121, loss@min: 0.968580, loss@max: 1.354303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000681, LT: 1.490186, Top1S: 100.000000, Top1T: 62.790123 Train:epoch: 122, loss@min: 0.947341, loss@max: 1.361508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000681, LT: 1.491337, Top1S: 100.000000, Top1T: 62.753086 Train:epoch: 123, loss@min: 0.968834, loss@max: 1.348083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000682, LT: 1.493254, Top1S: 100.000000, Top1T: 62.740742 Train:epoch: 124, loss@min: 0.951412, loss@max: 1.365753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000683, LT: 1.496559, Top1S: 100.000000, Top1T: 62.666668 Train:epoch: 125, loss@min: 0.937626, loss@max: 1.372839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000683, LT: 1.498724, Top1S: 100.000000, Top1T: 62.617283 Train:epoch: 126, loss@min: 0.960258, loss@max: 1.353232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000684, LT: 1.500896, Top1S: 100.000000, Top1T: 62.592594 Train:epoch: 127, loss@min: 0.939988, loss@max: 1.376162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000684, LT: 1.501976, Top1S: 100.000000, Top1T: 62.592594 Train:epoch: 128, loss@min: 0.953278, loss@max: 1.360533, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000683, LT: 1.502462, Top1S: 100.000000, Top1T: 62.604939 Train:epoch: 129, loss@min: 0.943029, loss@max: 1.378186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000682, LT: 1.501661, Top1S: 100.000000, Top1T: 62.617283 Train:epoch: 130, loss@min: 0.943459, loss@max: 1.374726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000682, LT: 1.500216, Top1S: 100.000000, Top1T: 62.629631 Train:epoch: 131, loss@min: 0.954662, loss@max: 1.364481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000681, LT: 1.498714, Top1S: 100.000000, Top1T: 62.641975 Train:epoch: 132, loss@min: 0.966443, loss@max: 1.346264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000680, LT: 1.497416, Top1S: 100.000000, Top1T: 62.691357 Train:epoch: 133, loss@min: 0.944538, loss@max: 1.365701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000679, LT: 1.496396, Top1S: 100.000000, Top1T: 62.716049 Train:epoch: 134, loss@min: 0.938239, loss@max: 1.376262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000679, LT: 1.495136, Top1S: 100.000000, Top1T: 62.728394 Train:epoch: 135, loss@min: 0.935139, loss@max: 1.379555, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000678, LT: 1.493954, Top1S: 100.000000, Top1T: 62.716049 Train:epoch: 136, loss@min: 0.938678, loss@max: 1.372116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000678, LT: 1.492974, Top1S: 100.000000, Top1T: 62.716049 Train:epoch: 137, loss@min: 0.934520, loss@max: 1.379434, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000677, LT: 1.492311, Top1S: 100.000000, Top1T: 62.728394 Train:epoch: 138, loss@min: 0.931283, loss@max: 1.378432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000677, LT: 1.491639, Top1S: 100.000000, Top1T: 62.728394 Train:epoch: 139, loss@min: 0.921293, loss@max: 1.395214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000677, LT: 1.491091, Top1S: 100.000000, Top1T: 62.740742 Train:epoch: 140, loss@min: 0.941581, loss@max: 1.368833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000677, LT: 1.490694, Top1S: 100.000000, Top1T: 62.740742 Train:epoch: 141, loss@min: 0.971629, loss@max: 1.353339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000676, LT: 1.490466, Top1S: 100.000000, Top1T: 62.753086 Train:epoch: 142, loss@min: 0.962834, loss@max: 1.357473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000676, LT: 1.490276, Top1S: 100.000000, Top1T: 62.765430 Train:epoch: 143, loss@min: 0.954312, loss@max: 1.360172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000676, LT: 1.490143, Top1S: 100.000000, Top1T: 62.765430 Train:epoch: 144, loss@min: 0.927284, loss@max: 1.386595, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000676, LT: 1.490042, Top1S: 100.000000, Top1T: 62.765430 Train:epoch: 145, loss@min: 0.947162, loss@max: 1.368618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000676, LT: 1.489982, Top1S: 100.000000, Top1T: 62.765430 Train:epoch: 146, loss@min: 0.945075, loss@max: 1.378477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000676, LT: 1.489942, Top1S: 100.000000, Top1T: 62.765430 Train:epoch: 147, loss@min: 0.939472, loss@max: 1.379497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000676, LT: 1.489923, Top1S: 100.000000, Top1T: 62.765430 Train:epoch: 148, loss@min: 0.965610, loss@max: 1.385964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000676, LT: 1.489921, Top1S: 100.000000, Top1T: 62.765430 Train:epoch: 149, loss@min: 0.946423, loss@max: 1.361571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000676, LT: 1.489921, Top1S: 100.000000, Top1T: 62.765430 Train:epoch: 150, loss@min: 0.929875, loss@max: 1.385718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000676, LT: 1.489921, Top1S: 100.000000, Top1T: 62.765430 ------------------------------------------- Tue Jul 25 05:24:52 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 10, "print_freq": 1, "savedir": "G:\\\\eurosat_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Jul 25 11:18:56 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.904802, loss@max: 2.429779, Top1S acc: 100.000000, Top1T acc: 42.500000 Train:epoch: 2, loss@min: 2.945791, loss@max: 2.442674, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 2.236441, loss@max: 2.003085, Top1S acc: 100.000000, Top1T acc: 77.500000 Train:epoch: 4, loss@min: 1.893053, loss@max: 1.562624, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 5, loss@min: 1.964456, loss@max: 1.388411, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 6, loss@min: 1.912967, loss@max: 1.356815, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 7, loss@min: 1.652859, loss@max: 1.357173, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 8, loss@min: 1.439641, loss@max: 1.440313, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 9, loss@min: 1.208143, loss@max: 1.486202, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 10, loss@min: 1.004540, loss@max: 1.531454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.043356, loss@max: 1.569570, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.991751, loss@max: 1.557993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.064084, loss@max: 1.489568, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 14, loss@min: 1.045594, loss@max: 1.344749, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.071233, loss@max: 1.269989, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.152607, loss@max: 1.293837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.056647, loss@max: 1.301650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.055020, loss@max: 1.334456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.928735, loss@max: 1.376051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.924578, loss@max: 1.399551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.989597, loss@max: 1.401595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.977295, loss@max: 1.359653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.984685, loss@max: 1.384461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.937654, loss@max: 1.402994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.938900, loss@max: 1.379677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.933357, loss@max: 1.351816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.994516, loss@max: 1.262839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.034893, loss@max: 1.280230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.037486, loss@max: 1.265203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.028767, loss@max: 1.332865, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 31, loss@min: 0.925714, loss@max: 1.403272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.864857, loss@max: 1.426488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.920229, loss@max: 1.439403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.934878, loss@max: 1.366981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.987206, loss@max: 1.294106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.026594, loss@max: 1.312394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.998949, loss@max: 1.331231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.982937, loss@max: 1.322154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.007219, loss@max: 1.374047, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 40, loss@min: 0.935225, loss@max: 1.370670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.957922, loss@max: 1.338374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.939463, loss@max: 1.378530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.916465, loss@max: 1.405016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.954502, loss@max: 1.367674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.995104, loss@max: 1.376592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.949836, loss@max: 1.340962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.992833, loss@max: 1.348226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.940911, loss@max: 1.365275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.977423, loss@max: 1.392336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.935704, loss@max: 1.399707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.950022, loss@max: 1.394100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.968482, loss@max: 1.348109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.989642, loss@max: 1.335474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.969765, loss@max: 1.354580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.954758, loss@max: 1.358681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.965076, loss@max: 1.357022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.915203, loss@max: 1.408823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.927314, loss@max: 1.400645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.937301, loss@max: 1.395464, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.955082, loss@max: 1.360341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.960348, loss@max: 1.356452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.987843, loss@max: 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0.956612, loss@max: 1.372123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.963256, loss@max: 1.353257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.965756, loss@max: 1.357645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.963262, loss@max: 1.355028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.961467, loss@max: 1.353585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.939956, loss@max: 1.377342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.934502, loss@max: 1.386987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.945036, loss@max: 1.379090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.958407, loss@max: 1.381375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000755, LT: 0.859908, Top1S: 100.000000, Top1T: 76.703705Best acc: 76.703705 Train:epoch: 81, loss@min: 0.949633, loss@max: 1.369872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000753, LT: 0.854951, Top1S: 100.000000, Top1T: 76.765434Best acc: 76.765434 Train:epoch: 82, loss@min: 0.960285, loss@max: 1.355556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000750, LT: 0.852999, Top1S: 100.000000, Top1T: 76.802467Best acc: 76.802467 Train:epoch: 83, loss@min: 0.958941, loss@max: 1.369837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000744, LT: 0.850673, Top1S: 100.000000, Top1T: 76.851852Best acc: 76.851852 Train:epoch: 84, loss@min: 0.946237, loss@max: 1.366499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000736, LT: 0.849934, Top1S: 100.000000, Top1T: 76.876541Best acc: 76.876541 Train:epoch: 85, loss@min: 0.943221, loss@max: 1.372004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000729, LT: 0.847788, Top1S: 100.000000, Top1T: 76.901237Best acc: 76.901237 Train:epoch: 86, loss@min: 0.969796, loss@max: 1.379981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000724, LT: 0.842453, Top1S: 100.000000, Top1T: 77.074074Best acc: 77.074074 Train:epoch: 87, loss@min: 0.949637, loss@max: 1.368442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000720, LT: 0.836708, Top1S: 100.000000, Top1T: 77.197533Best acc: 77.197533 Train:epoch: 88, loss@min: 0.963612, loss@max: 1.368561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000715, LT: 0.830265, Top1S: 100.000000, Top1T: 77.296295Best acc: 77.296295 Train:epoch: 89, loss@min: 0.949112, loss@max: 1.374220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000709, LT: 0.826448, Top1S: 100.000000, Top1T: 77.333336Best acc: 77.333336 Train:epoch: 90, loss@min: 0.954020, loss@max: 1.364846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000704, LT: 0.823617, Top1S: 100.000000, Top1T: 77.395065Best acc: 77.395065 Train:epoch: 91, loss@min: 0.940489, loss@max: 1.386166, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000699, LT: 0.823234, Top1S: 100.000000, Top1T: 77.419754Best acc: 77.419754 Train:epoch: 92, loss@min: 0.943501, loss@max: 1.376891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000696, LT: 0.821166, Top1S: 100.000000, Top1T: 77.481483Best acc: 77.481483 Train:epoch: 93, loss@min: 0.960838, loss@max: 1.371466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000693, LT: 0.818156, Top1S: 100.000000, Top1T: 77.555557Best acc: 77.555557 Train:epoch: 94, loss@min: 0.946956, loss@max: 1.374440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000690, LT: 0.814831, Top1S: 100.000000, Top1T: 77.604935Best acc: 77.604935 Train:epoch: 95, loss@min: 0.980987, loss@max: 1.368840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000688, LT: 0.808138, Top1S: 100.000000, Top1T: 77.753090Best acc: 77.753090 Train:epoch: 96, loss@min: 0.956828, loss@max: 1.356483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000686, LT: 0.803046, Top1S: 100.000000, Top1T: 77.876541Best acc: 77.876541 Train:epoch: 97, loss@min: 0.946439, loss@max: 1.369792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000682, LT: 0.800663, Top1S: 100.000000, Top1T: 77.876541 Train:epoch: 98, loss@min: 0.953960, loss@max: 1.372584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000678, LT: 0.799441, Top1S: 100.000000, Top1T: 77.901237Best acc: 77.901237 Train:epoch: 99, loss@min: 0.942286, loss@max: 1.380094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000673, LT: 0.799021, Top1S: 100.000000, Top1T: 77.925926Best acc: 77.925926 Train:epoch: 100, loss@min: 0.937319, loss@max: 1.372698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000669, LT: 0.799058, Top1S: 100.000000, Top1T: 77.864197 Train:epoch: 101, loss@min: 0.959205, loss@max: 1.369526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000666, LT: 0.798198, Top1S: 100.000000, Top1T: 77.901237 Train:epoch: 102, loss@min: 0.957999, loss@max: 1.355567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000665, LT: 0.796004, Top1S: 100.000000, Top1T: 77.913582 Train:epoch: 103, loss@min: 0.957605, loss@max: 1.359251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000664, LT: 0.793441, Top1S: 100.000000, Top1T: 77.925926 Train:epoch: 104, loss@min: 0.951302, loss@max: 1.361894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000664, LT: 0.791297, Top1S: 100.000000, Top1T: 78.000000Best acc: 78.000000 Train:epoch: 105, loss@min: 0.956366, loss@max: 1.364853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000663, LT: 0.790523, Top1S: 100.000000, Top1T: 78.012344Best acc: 78.012344 Train:epoch: 106, loss@min: 0.939192, loss@max: 1.375966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000662, LT: 0.790861, Top1S: 100.000000, Top1T: 77.987656 Train:epoch: 107, loss@min: 0.935695, loss@max: 1.381306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000659, LT: 0.791719, Top1S: 100.000000, Top1T: 77.950615 Train:epoch: 108, loss@min: 0.953040, loss@max: 1.367645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000657, LT: 0.792746, Top1S: 100.000000, Top1T: 77.925926 Train:epoch: 109, loss@min: 0.948346, loss@max: 1.365675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000655, LT: 0.793198, Top1S: 100.000000, Top1T: 77.938271 Train:epoch: 110, loss@min: 0.961841, loss@max: 1.371026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000654, LT: 0.793044, Top1S: 100.000000, Top1T: 77.925926 Train:epoch: 111, loss@min: 0.941989, loss@max: 1.377656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000653, LT: 0.792874, Top1S: 100.000000, Top1T: 77.913582 Train:epoch: 112, loss@min: 0.959028, loss@max: 1.363916, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000652, LT: 0.792511, Top1S: 100.000000, Top1T: 77.925926 Train:epoch: 113, loss@min: 0.974145, loss@max: 1.362829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000650, LT: 0.791830, Top1S: 100.000000, Top1T: 77.950615 Train:epoch: 114, loss@min: 0.957926, loss@max: 1.366219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000649, LT: 0.791164, Top1S: 100.000000, Top1T: 77.950615 Train:epoch: 115, loss@min: 0.948413, loss@max: 1.365384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000647, LT: 0.790126, Top1S: 100.000000, Top1T: 78.024689Best acc: 78.024689 Train:epoch: 116, loss@min: 0.967807, loss@max: 1.389963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000646, LT: 0.788446, Top1S: 100.000000, Top1T: 78.111115Best acc: 78.111115 Train:epoch: 117, loss@min: 0.943345, loss@max: 1.374888, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000646, LT: 0.786806, Top1S: 100.000000, Top1T: 78.148148Best acc: 78.148148 Train:epoch: 118, loss@min: 0.937186, loss@max: 1.378752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000645, LT: 0.785345, Top1S: 100.000000, Top1T: 78.098763 Train:epoch: 119, loss@min: 0.955526, loss@max: 1.367154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000644, LT: 0.784478, Top1S: 100.000000, Top1T: 78.049385 Train:epoch: 120, loss@min: 0.951897, loss@max: 1.378221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000644, LT: 0.784130, Top1S: 100.000000, Top1T: 78.123459 Train:epoch: 121, loss@min: 0.941839, loss@max: 1.370708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000643, LT: 0.783948, Top1S: 100.000000, Top1T: 78.148148 Train:epoch: 122, loss@min: 0.977379, loss@max: 1.393160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000642, LT: 0.783750, Top1S: 100.000000, Top1T: 78.185188Best acc: 78.185188 Train:epoch: 123, loss@min: 0.951295, loss@max: 1.368840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000642, LT: 0.783451, Top1S: 100.000000, Top1T: 78.148148 Train:epoch: 124, loss@min: 0.961636, loss@max: 1.359636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000641, LT: 0.782964, Top1S: 100.000000, Top1T: 78.123459 Train:epoch: 125, loss@min: 0.957245, loss@max: 1.358106, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000640, LT: 0.782554, Top1S: 100.000000, Top1T: 78.111115 Train:epoch: 126, loss@min: 0.958825, loss@max: 1.361421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000639, LT: 0.782091, Top1S: 100.000000, Top1T: 78.135803 Train:epoch: 127, loss@min: 0.956724, loss@max: 1.360972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000639, LT: 0.781747, Top1S: 100.000000, Top1T: 78.135803 Train:epoch: 128, loss@min: 0.950209, loss@max: 1.368790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000638, LT: 0.781473, Top1S: 100.000000, Top1T: 78.135803 Train:epoch: 129, loss@min: 0.940987, loss@max: 1.374077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000638, LT: 0.781256, Top1S: 100.000000, Top1T: 78.135803 Train:epoch: 130, loss@min: 0.942821, loss@max: 1.371450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000637, LT: 0.781114, Top1S: 100.000000, Top1T: 78.135803 Train:epoch: 131, loss@min: 0.944969, loss@max: 1.379462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000637, LT: 0.780939, Top1S: 100.000000, Top1T: 78.135803 Train:epoch: 132, loss@min: 0.936854, loss@max: 1.383971, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000637, LT: 0.780799, Top1S: 100.000000, Top1T: 78.135803 Train:epoch: 133, loss@min: 0.944774, loss@max: 1.374695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000637, LT: 0.780679, Top1S: 100.000000, Top1T: 78.160492 Train:epoch: 134, loss@min: 0.948339, loss@max: 1.378407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000637, LT: 0.780545, Top1S: 100.000000, Top1T: 78.148148 Train:epoch: 135, loss@min: 0.953053, loss@max: 1.362017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000637, LT: 0.780387, Top1S: 100.000000, Top1T: 78.148148 Train:epoch: 136, loss@min: 0.948205, loss@max: 1.367656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000637, LT: 0.780234, Top1S: 100.000000, Top1T: 78.160492 Train:epoch: 137, loss@min: 0.942138, loss@max: 1.375937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000637, LT: 0.780144, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 138, loss@min: 0.944385, loss@max: 1.368231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000636, LT: 0.780053, Top1S: 100.000000, Top1T: 78.197533Best acc: 78.197533 Train:epoch: 139, loss@min: 0.951839, loss@max: 1.359664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000636, LT: 0.779956, Top1S: 100.000000, Top1T: 78.197533 Train:epoch: 140, loss@min: 0.947080, loss@max: 1.363882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000636, LT: 0.779883, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 141, loss@min: 0.952111, loss@max: 1.368996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000636, LT: 0.779836, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 142, loss@min: 0.951535, loss@max: 1.368193, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000636, LT: 0.779823, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 143, loss@min: 0.951883, loss@max: 1.369626, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000636, LT: 0.779834, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 144, loss@min: 0.952844, loss@max: 1.362000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000636, LT: 0.779844, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 145, loss@min: 0.958531, loss@max: 1.371068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000636, LT: 0.779860, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 146, loss@min: 0.954233, loss@max: 1.361528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000636, LT: 0.779872, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 147, loss@min: 0.948115, loss@max: 1.363290, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000636, LT: 0.779880, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 148, loss@min: 0.948588, loss@max: 1.367328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000636, LT: 0.779883, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 149, loss@min: 0.956184, loss@max: 1.363223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000636, LT: 0.779884, Top1S: 100.000000, Top1T: 78.185188 Train:epoch: 150, loss@min: 0.947523, loss@max: 1.362850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000636, LT: 0.779884, Top1S: 100.000000, Top1T: 78.185188 ------------------------------------------- Tue Jul 25 16:12:13 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 10, "print_freq": 1, "savedir": "G:\\\\eurosat_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Jul 25 17:37:39 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.299453, loss@max: 2.897643, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 2, loss@min: 3.515211, loss@max: 2.720316, Top1S acc: 100.000000, Top1T acc: 55.000000 Train:epoch: 3, loss@min: 2.589626, loss@max: 2.038955, Top1S acc: 100.000000, Top1T acc: 67.500000 Train:epoch: 4, loss@min: 2.522449, loss@max: 1.598094, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 5, loss@min: 2.485007, loss@max: 1.409478, Top1S acc: 100.000000, Top1T acc: 78.750000 Train:epoch: 6, loss@min: 2.373132, loss@max: 1.431365, Top1S acc: 100.000000, Top1T acc: 76.250000 Train:epoch: 7, loss@min: 1.905440, loss@max: 1.499551, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 8, loss@min: 1.645262, loss@max: 1.681298, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 9, loss@min: 1.232462, loss@max: 1.757544, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 10, loss@min: 1.351253, loss@max: 1.813847, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 11, loss@min: 1.372516, loss@max: 1.678564, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 12, loss@min: 1.336034, loss@max: 1.522396, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 13, loss@min: 1.378709, loss@max: 1.397994, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 14, loss@min: 1.363291, loss@max: 1.379885, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 15, loss@min: 1.240697, loss@max: 1.382284, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 16, loss@min: 1.209639, loss@max: 1.469268, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 17, loss@min: 1.150754, loss@max: 1.533467, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 18, loss@min: 1.149115, loss@max: 1.550018, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 19, loss@min: 1.094115, loss@max: 1.509339, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 20, loss@min: 1.104884, loss@max: 1.460705, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 21, loss@min: 1.176215, loss@max: 1.449835, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 22, loss@min: 1.089068, loss@max: 1.406933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.068451, loss@max: 1.413076, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 24, loss@min: 1.139826, loss@max: 1.439564, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 25, loss@min: 1.035669, loss@max: 1.418446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.131625, loss@max: 1.405023, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 27, loss@min: 1.086838, loss@max: 1.391917, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 28, loss@min: 1.061343, loss@max: 1.383853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.054935, loss@max: 1.391067, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 30, loss@min: 1.034556, loss@max: 1.395059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.033665, loss@max: 1.423366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.000921, loss@max: 1.434192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.947171, loss@max: 1.469169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.914638, loss@max: 1.450100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.022797, loss@max: 1.441518, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 36, loss@min: 1.070586, loss@max: 1.394219, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 37, loss@min: 1.073992, loss@max: 1.360258, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 38, loss@min: 1.038363, loss@max: 1.343930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.022926, loss@max: 1.358607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.024857, loss@max: 1.410121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.987615, loss@max: 1.426580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.979227, loss@max: 1.430182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.990403, loss@max: 1.422698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.969271, loss@max: 1.412845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.971617, loss@max: 1.410543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.958415, loss@max: 1.415980, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.982024, loss@max: 1.430476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.014933, loss@max: 1.397487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.034974, loss@max: 1.362893, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 50, loss@min: 1.030008, loss@max: 1.366837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.010623, loss@max: 1.409036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.956050, loss@max: 1.401147, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.960673, loss@max: 1.401550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.986876, loss@max: 1.402817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.980972, loss@max: 1.385652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.964792, loss@max: 1.422164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.959088, loss@max: 1.411602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.965308, loss@max: 1.408311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.988566, loss@max: 1.387222, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 60, loss@min: 0.994181, loss@max: 1.400211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.985207, loss@max: 1.397309, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 62, loss@min: 0.987203, loss@max: 1.386668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.999374, loss@max: 1.390335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.998571, loss@max: 1.399733, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 65, loss@min: 0.967398, loss@max: 1.394610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.001892, loss@max: 1.408470, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 67, loss@min: 0.955999, loss@max: 1.383395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.963613, loss@max: 1.394117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.957079, loss@max: 1.396930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955785, loss@max: 1.412282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.953663, loss@max: 1.384369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.986273, loss@max: 1.387574, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.986370, loss@max: 1.371187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.991501, loss@max: 1.403932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.973854, loss@max: 1.408862, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.981641, loss@max: 1.402912, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.000602, loss@max: 1.402058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.006383, loss@max: 1.402004, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 79, loss@min: 0.956728, loss@max: 1.382717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955260, loss@max: 1.393562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000750, LT: 0.581393, Top1S: 100.000000, Top1T: 84.407410Best acc: 84.407410 Train:epoch: 81, loss@min: 0.969859, loss@max: 1.409150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000746, LT: 0.577951, Top1S: 100.000000, Top1T: 84.506172Best acc: 84.506172 Train:epoch: 82, loss@min: 0.992541, loss@max: 1.401953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000744, LT: 0.571224, Top1S: 100.000000, Top1T: 84.666664Best acc: 84.666664 Train:epoch: 83, loss@min: 0.965577, loss@max: 1.388221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000741, LT: 0.564983, Top1S: 100.000000, Top1T: 84.851852Best acc: 84.851852 Train:epoch: 84, loss@min: 0.974405, loss@max: 1.386981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000736, LT: 0.562001, Top1S: 100.000000, Top1T: 84.975311Best acc: 84.975311 Train:epoch: 85, loss@min: 0.996657, loss@max: 1.391266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000730, LT: 0.560153, Top1S: 100.000000, Top1T: 85.012344Best acc: 85.012344 Train:epoch: 86, loss@min: 0.970482, loss@max: 1.384226, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000725, LT: 0.559428, Top1S: 100.000000, Top1T: 85.160492Best acc: 85.160492 Train:epoch: 87, loss@min: 0.974506, loss@max: 1.404977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000722, LT: 0.557901, Top1S: 100.000000, Top1T: 84.901237 Train:epoch: 88, loss@min: 0.978628, loss@max: 1.404598, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 88, LS: 0.000721, LT: 0.558763, Top1S: 100.000000, Top1T: 84.925926 Train:epoch: 89, loss@min: 0.956840, loss@max: 1.392510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000721, LT: 0.558692, Top1S: 100.000000, Top1T: 84.814812 Train:epoch: 90, loss@min: 0.962397, loss@max: 1.378576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000717, LT: 0.558836, Top1S: 100.000000, Top1T: 84.802467 Train:epoch: 91, loss@min: 0.962983, loss@max: 1.379762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000711, LT: 0.560200, Top1S: 100.000000, Top1T: 84.777779 Train:epoch: 92, loss@min: 0.955334, loss@max: 1.370462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000705, LT: 0.561819, Top1S: 100.000000, Top1T: 84.753090 Train:epoch: 93, loss@min: 0.967344, loss@max: 1.378088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000700, LT: 0.562340, Top1S: 100.000000, Top1T: 84.765434 Train:epoch: 94, loss@min: 0.978585, loss@max: 1.389061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000697, LT: 0.562564, Top1S: 100.000000, Top1T: 84.777779 Train:epoch: 95, loss@min: 0.974367, loss@max: 1.377029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000695, LT: 0.560812, Top1S: 100.000000, Top1T: 84.790123 Train:epoch: 96, loss@min: 0.974857, loss@max: 1.397899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000693, LT: 0.557677, Top1S: 100.000000, Top1T: 84.814812 Train:epoch: 97, loss@min: 0.962300, loss@max: 1.377705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000689, LT: 0.555523, Top1S: 100.000000, Top1T: 84.864197 Train:epoch: 98, loss@min: 0.956110, loss@max: 1.380090, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000685, LT: 0.553907, Top1S: 100.000000, Top1T: 85.000000 Train:epoch: 99, loss@min: 0.955721, loss@max: 1.381378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000682, LT: 0.552066, Top1S: 100.000000, Top1T: 85.086418 Train:epoch: 100, loss@min: 0.971239, loss@max: 1.390707, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000681, LT: 0.550298, Top1S: 100.000000, Top1T: 85.197533Best acc: 85.197533 Train:epoch: 101, loss@min: 0.961870, loss@max: 1.382227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000681, LT: 0.548596, Top1S: 100.000000, Top1T: 85.370369Best acc: 85.370369 Train:epoch: 102, loss@min: 0.952704, loss@max: 1.391519, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000679, LT: 0.548083, Top1S: 100.000000, Top1T: 85.246910 Train:epoch: 103, loss@min: 1.015296, loss@max: 1.386164, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 103, LS: 0.000677, LT: 0.548476, Top1S: 100.000000, Top1T: 85.283951 Train:epoch: 104, loss@min: 0.957063, loss@max: 1.376143, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000673, LT: 0.549601, Top1S: 100.000000, Top1T: 85.320984 Train:epoch: 105, loss@min: 0.965789, loss@max: 1.376271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000670, LT: 0.551283, Top1S: 100.000000, Top1T: 85.308640 Train:epoch: 106, loss@min: 0.957252, loss@max: 1.369857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000668, LT: 0.552745, Top1S: 100.000000, Top1T: 85.246910 Train:epoch: 107, loss@min: 0.957285, loss@max: 1.382493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000667, LT: 0.554352, Top1S: 100.000000, Top1T: 85.185188 Train:epoch: 108, loss@min: 0.959219, loss@max: 1.391417, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000666, LT: 0.555699, Top1S: 100.000000, Top1T: 85.185188 Train:epoch: 109, loss@min: 0.963659, loss@max: 1.381534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000665, LT: 0.556173, Top1S: 100.000000, Top1T: 85.209877 Train:epoch: 110, loss@min: 0.957878, loss@max: 1.383183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000664, LT: 0.556687, Top1S: 100.000000, Top1T: 85.283951 Train:epoch: 111, loss@min: 0.954390, loss@max: 1.387668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000663, LT: 0.556787, Top1S: 100.000000, Top1T: 85.259262 Train:epoch: 112, loss@min: 0.975695, loss@max: 1.407305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000661, LT: 0.557625, Top1S: 100.000000, Top1T: 85.259262 Train:epoch: 113, loss@min: 0.957940, loss@max: 1.378284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000660, LT: 0.558585, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 114, loss@min: 0.969356, loss@max: 1.390265, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000658, LT: 0.558903, Top1S: 100.000000, Top1T: 85.234566 Train:epoch: 115, loss@min: 0.970116, loss@max: 1.380236, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000657, LT: 0.558254, Top1S: 100.000000, Top1T: 85.185188 Train:epoch: 116, loss@min: 0.951577, loss@max: 1.372876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000657, LT: 0.557542, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 117, loss@min: 0.964469, loss@max: 1.372407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000656, LT: 0.557131, Top1S: 100.000000, Top1T: 85.308640 Train:epoch: 118, loss@min: 0.971206, loss@max: 1.377909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000656, LT: 0.556675, Top1S: 100.000000, Top1T: 85.308640 Train:epoch: 119, loss@min: 0.960483, loss@max: 1.384528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000656, LT: 0.556602, Top1S: 100.000000, Top1T: 85.283951 Train:epoch: 120, loss@min: 0.955399, loss@max: 1.379537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000656, LT: 0.556847, Top1S: 100.000000, Top1T: 85.320984 Train:epoch: 121, loss@min: 0.953043, loss@max: 1.391828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000656, LT: 0.557177, Top1S: 100.000000, Top1T: 85.296295 Train:epoch: 122, loss@min: 0.951781, loss@max: 1.375593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000655, LT: 0.557543, Top1S: 100.000000, Top1T: 85.296295 Train:epoch: 123, loss@min: 0.970758, loss@max: 1.393622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000654, LT: 0.557620, Top1S: 100.000000, Top1T: 85.283951 Train:epoch: 124, loss@min: 0.958070, loss@max: 1.374962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000653, LT: 0.557565, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 125, loss@min: 0.954405, loss@max: 1.381421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000652, LT: 0.557546, Top1S: 100.000000, Top1T: 85.283951 Train:epoch: 126, loss@min: 0.965991, loss@max: 1.378843, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000651, LT: 0.557506, Top1S: 100.000000, Top1T: 85.283951 Train:epoch: 127, loss@min: 0.958831, loss@max: 1.370254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000651, LT: 0.557539, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 128, loss@min: 0.955733, loss@max: 1.375640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000650, LT: 0.557547, Top1S: 100.000000, Top1T: 85.246910 Train:epoch: 129, loss@min: 0.963844, loss@max: 1.376816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000650, LT: 0.557703, Top1S: 100.000000, Top1T: 85.246910 Train:epoch: 130, loss@min: 0.966611, loss@max: 1.381518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000649, LT: 0.557681, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 131, loss@min: 0.963142, loss@max: 1.377988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000649, LT: 0.557615, Top1S: 100.000000, Top1T: 85.283951 Train:epoch: 132, loss@min: 0.959757, loss@max: 1.371706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000649, LT: 0.557552, Top1S: 100.000000, Top1T: 85.283951 Train:epoch: 133, loss@min: 0.961695, loss@max: 1.385908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000649, LT: 0.557636, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 134, loss@min: 0.969544, loss@max: 1.385282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000649, LT: 0.557557, Top1S: 100.000000, Top1T: 85.283951 Train:epoch: 135, loss@min: 0.979232, loss@max: 1.387198, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 135, LS: 0.000648, LT: 0.557608, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 136, loss@min: 0.963241, loss@max: 1.374662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000648, LT: 0.557528, Top1S: 100.000000, Top1T: 85.296295 Train:epoch: 137, loss@min: 0.954491, loss@max: 1.373310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000648, LT: 0.557541, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 138, loss@min: 0.979050, loss@max: 1.386766, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 138, LS: 0.000648, LT: 0.557552, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 139, loss@min: 0.958252, loss@max: 1.376874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000648, LT: 0.557548, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 140, loss@min: 0.964012, loss@max: 1.378892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000648, LT: 0.557558, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 141, loss@min: 0.951262, loss@max: 1.376605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000648, LT: 0.557569, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 142, loss@min: 0.964615, loss@max: 1.388446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000648, LT: 0.557611, Top1S: 100.000000, Top1T: 85.259262 Train:epoch: 143, loss@min: 0.957422, loss@max: 1.382347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000648, LT: 0.557628, Top1S: 100.000000, Top1T: 85.259262 Train:epoch: 144, loss@min: 0.994380, loss@max: 1.399157, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 144, LS: 0.000648, LT: 0.557661, Top1S: 100.000000, Top1T: 85.259262 Train:epoch: 145, loss@min: 0.961987, loss@max: 1.387009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000648, LT: 0.557694, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 146, loss@min: 0.948581, loss@max: 1.384110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000648, LT: 0.557708, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 147, loss@min: 0.966637, loss@max: 1.380891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000648, LT: 0.557718, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 148, loss@min: 0.963288, loss@max: 1.379877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000648, LT: 0.557722, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 149, loss@min: 0.965103, loss@max: 1.384027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000648, LT: 0.557723, Top1S: 100.000000, Top1T: 85.271606 Train:epoch: 150, loss@min: 0.978948, loss@max: 1.392325, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 150, LS: 0.000648, LT: 0.557723, Top1S: 100.000000, Top1T: 85.271606 ------------------------------------------- Tue Jul 25 22:32:58 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 10, "print_freq": 1, "savedir": "G:\\\\eurosat_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Jul 25 22:36:40 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.306797, loss@max: 2.806229, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 2, loss@min: 3.857922, loss@max: 2.661239, Top1S acc: 100.000000, Top1T acc: 50.625000 Train:epoch: 3, loss@min: 3.224412, loss@max: 2.049384, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 4, loss@min: 3.066673, loss@max: 1.673703, Top1S acc: 100.000000, Top1T acc: 65.625000 Train:epoch: 5, loss@min: 2.684354, loss@max: 1.525870, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 6, loss@min: 2.265912, loss@max: 1.584199, Top1S acc: 100.000000, Top1T acc: 77.500000 Train:epoch: 7, loss@min: 2.176077, loss@max: 1.710741, Top1S acc: 100.000000, Top1T acc: 74.375000 Train:epoch: 8, loss@min: 1.865510, loss@max: 1.703307, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 9, loss@min: 1.745684, loss@max: 1.699229, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 10, loss@min: 1.654087, loss@max: 1.676303, Top1S acc: 100.000000, Top1T acc: 86.875000 Train:epoch: 11, loss@min: 1.644406, loss@max: 1.638617, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 12, loss@min: 1.645553, loss@max: 1.571909, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 13, loss@min: 1.677639, loss@max: 1.531665, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 14, loss@min: 1.710957, loss@max: 1.537824, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 1.537155, loss@max: 1.532602, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 16, loss@min: 1.390858, loss@max: 1.546314, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 17, loss@min: 1.364199, loss@max: 1.549411, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 18, loss@min: 1.341654, loss@max: 1.535276, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 19, loss@min: 1.307264, loss@max: 1.508792, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 20, loss@min: 1.284572, loss@max: 1.507561, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 21, loss@min: 1.288379, loss@max: 1.526175, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 22, loss@min: 1.157708, loss@max: 1.525946, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 23, loss@min: 1.247946, loss@max: 1.562418, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 24, loss@min: 1.172371, loss@max: 1.515339, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 25, loss@min: 1.245219, loss@max: 1.479779, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 26, loss@min: 1.299974, loss@max: 1.476552, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 27, loss@min: 1.206048, loss@max: 1.419237, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 28, loss@min: 1.255509, loss@max: 1.411721, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 29, loss@min: 1.245337, loss@max: 1.417644, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 30, loss@min: 1.342254, loss@max: 1.475213, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 31, loss@min: 1.180632, loss@max: 1.486035, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 32, loss@min: 1.116389, loss@max: 1.521505, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 33, loss@min: 1.055719, loss@max: 1.521079, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 34, loss@min: 1.089809, loss@max: 1.517866, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 35, loss@min: 1.061699, loss@max: 1.482226, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 36, loss@min: 1.100540, loss@max: 1.499324, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 37, loss@min: 1.102014, loss@max: 1.454946, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 38, loss@min: 1.144033, loss@max: 1.439892, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 39, loss@min: 1.181575, loss@max: 1.410481, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 40, loss@min: 1.105416, loss@max: 1.405154, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 41, loss@min: 1.110727, loss@max: 1.428833, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 42, loss@min: 1.120237, loss@max: 1.461349, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 43, loss@min: 1.093581, loss@max: 1.463854, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 44, loss@min: 1.136719, loss@max: 1.492305, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 45, loss@min: 1.077194, loss@max: 1.504042, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 46, loss@min: 1.078309, loss@max: 1.517056, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 47, loss@min: 1.012738, loss@max: 1.464662, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 48, loss@min: 1.078763, loss@max: 1.447127, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 49, loss@min: 1.106910, loss@max: 1.434743, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 50, loss@min: 1.095010, loss@max: 1.426359, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 51, loss@min: 1.138200, loss@max: 1.451276, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 52, loss@min: 1.130042, loss@max: 1.421323, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 53, loss@min: 1.081952, loss@max: 1.452490, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 54, loss@min: 1.032849, loss@max: 1.452009, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 55, loss@min: 1.066430, loss@max: 1.449535, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 56, loss@min: 1.022822, loss@max: 1.448982, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 57, loss@min: 1.097930, loss@max: 1.465245, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 58, loss@min: 1.038638, loss@max: 1.457303, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 59, loss@min: 1.052783, loss@max: 1.468930, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 60, loss@min: 1.010258, loss@max: 1.442271, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 61, loss@min: 1.034358, loss@max: 1.427730, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 62, loss@min: 1.049847, loss@max: 1.408369, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 63, loss@min: 1.046896, loss@max: 1.423665, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 64, loss@min: 1.057981, loss@max: 1.452164, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 65, loss@min: 1.005192, loss@max: 1.429013, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 66, loss@min: 1.064387, loss@max: 1.434365, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 67, loss@min: 1.029873, loss@max: 1.408731, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 68, loss@min: 1.018434, loss@max: 1.437695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.993489, loss@max: 1.432077, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 70, loss@min: 0.980068, loss@max: 1.431670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.996875, loss@max: 1.420722, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 72, loss@min: 1.003458, loss@max: 1.411705, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 73, loss@min: 0.997424, loss@max: 1.412923, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 74, loss@min: 1.031252, loss@max: 1.425889, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 75, loss@min: 1.011471, loss@max: 1.413687, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 76, loss@min: 1.009946, loss@max: 1.413630, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 77, loss@min: 1.014708, loss@max: 1.422552, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 78, loss@min: 1.060234, loss@max: 1.442504, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 79, loss@min: 1.000170, loss@max: 1.405358, Top1S acc: 100.000000, Top1T acc: 99.375000 Train:epoch: 80, loss@min: 1.010786, loss@max: 1.412442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000636, LT: 0.566308, Top1S: 100.000000, Top1T: 83.901237Best acc: 83.901237 Train:epoch: 81, loss@min: 0.989735, loss@max: 1.410498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000632, LT: 0.562133, Top1S: 100.000000, Top1T: 83.864197 Train:epoch: 82, loss@min: 0.984566, loss@max: 1.399117, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 82, LS: 0.000629, LT: 0.560080, Top1S: 100.000000, Top1T: 83.888885 Train:epoch: 83, loss@min: 0.997412, loss@max: 1.410108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000625, LT: 0.558878, Top1S: 100.000000, Top1T: 83.864197 Train:epoch: 84, loss@min: 1.021200, loss@max: 1.426628, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 84, LS: 0.000621, LT: 0.558609, Top1S: 100.000000, Top1T: 83.987656Best acc: 83.987656 Train:epoch: 85, loss@min: 1.004126, loss@max: 1.414122, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 85, LS: 0.000616, LT: 0.560453, Top1S: 100.000000, Top1T: 83.975311 Train:epoch: 86, loss@min: 1.021684, loss@max: 1.438687, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 86, LS: 0.000612, LT: 0.566833, Top1S: 100.000000, Top1T: 83.814812 Train:epoch: 87, loss@min: 0.989516, loss@max: 1.430512, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 87, LS: 0.000608, LT: 0.572514, Top1S: 100.000000, Top1T: 83.728394 Train:epoch: 88, loss@min: 1.015929, loss@max: 1.426993, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 88, LS: 0.000606, LT: 0.577693, Top1S: 100.000000, Top1T: 83.654320 Train:epoch: 89, loss@min: 1.039485, loss@max: 1.411691, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 89, LS: 0.000605, LT: 0.582524, Top1S: 100.000000, Top1T: 83.469139 Train:epoch: 90, loss@min: 1.021640, loss@max: 1.415832, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 90, LS: 0.000604, LT: 0.588368, Top1S: 100.000000, Top1T: 83.469139 Train:epoch: 91, loss@min: 1.013647, loss@max: 1.408682, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 91, LS: 0.000602, LT: 0.594943, Top1S: 100.000000, Top1T: 83.407410 Train:epoch: 92, loss@min: 0.997571, loss@max: 1.423062, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 92, LS: 0.000599, LT: 0.600186, Top1S: 100.000000, Top1T: 83.234566 Train:epoch: 93, loss@min: 0.994690, loss@max: 1.435022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000597, LT: 0.605707, Top1S: 100.000000, Top1T: 83.197533 Train:epoch: 94, loss@min: 0.992143, loss@max: 1.419649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000596, LT: 0.607594, Top1S: 100.000000, Top1T: 83.209877 Train:epoch: 95, loss@min: 0.986001, loss@max: 1.399941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000595, LT: 0.607509, Top1S: 100.000000, Top1T: 83.222221 Train:epoch: 96, loss@min: 1.014175, loss@max: 1.409993, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 96, LS: 0.000593, LT: 0.604379, Top1S: 100.000000, Top1T: 83.308640 Train:epoch: 97, loss@min: 1.000128, loss@max: 1.409352, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 97, LS: 0.000591, LT: 0.602473, Top1S: 100.000000, Top1T: 83.382713 Train:epoch: 98, loss@min: 1.006449, loss@max: 1.410080, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 98, LS: 0.000588, LT: 0.601679, Top1S: 100.000000, Top1T: 83.481483 Train:epoch: 99, loss@min: 0.998758, loss@max: 1.419332, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 99, LS: 0.000585, LT: 0.600402, Top1S: 100.000000, Top1T: 83.555557 Train:epoch: 100, loss@min: 1.034729, loss@max: 1.428872, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 100, LS: 0.000583, LT: 0.594880, Top1S: 100.000000, Top1T: 83.728394 Train:epoch: 101, loss@min: 0.978536, loss@max: 1.401330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000583, LT: 0.590119, Top1S: 100.000000, Top1T: 83.777779 Train:epoch: 102, loss@min: 0.997168, loss@max: 1.407622, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 102, LS: 0.000582, LT: 0.585777, Top1S: 100.000000, Top1T: 83.790123 Train:epoch: 103, loss@min: 1.001450, loss@max: 1.406968, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 103, LS: 0.000581, LT: 0.583186, Top1S: 100.000000, Top1T: 83.777779 Train:epoch: 104, loss@min: 1.004953, loss@max: 1.413894, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 104, LS: 0.000579, LT: 0.583320, Top1S: 100.000000, Top1T: 83.716049 Train:epoch: 105, loss@min: 1.000747, loss@max: 1.416239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000577, LT: 0.584816, Top1S: 100.000000, Top1T: 83.703705 Train:epoch: 106, loss@min: 0.969422, loss@max: 1.399384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000574, LT: 0.585890, Top1S: 100.000000, Top1T: 83.641975 Train:epoch: 107, loss@min: 1.006962, loss@max: 1.420631, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 107, LS: 0.000572, LT: 0.587079, Top1S: 100.000000, Top1T: 83.629631 Train:epoch: 108, loss@min: 1.013588, loss@max: 1.410995, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 108, LS: 0.000570, LT: 0.588436, Top1S: 100.000000, Top1T: 83.666664 Train:epoch: 109, loss@min: 0.990513, loss@max: 1.412443, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 109, LS: 0.000569, LT: 0.589998, Top1S: 100.000000, Top1T: 83.728394 Train:epoch: 110, loss@min: 0.994092, loss@max: 1.406493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000568, LT: 0.591488, Top1S: 100.000000, Top1T: 83.740738 Train:epoch: 111, loss@min: 0.987252, loss@max: 1.406844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000567, LT: 0.593615, Top1S: 100.000000, Top1T: 83.679008 Train:epoch: 112, loss@min: 0.977760, loss@max: 1.405968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000566, LT: 0.595493, Top1S: 100.000000, Top1T: 83.592590 Train:epoch: 113, loss@min: 0.998129, loss@max: 1.405832, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 113, LS: 0.000566, LT: 0.596583, Top1S: 100.000000, Top1T: 83.530861 Train:epoch: 114, loss@min: 0.971502, loss@max: 1.401913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000565, LT: 0.597610, Top1S: 100.000000, Top1T: 83.456787 Train:epoch: 115, loss@min: 0.976521, loss@max: 1.404235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000565, LT: 0.598984, Top1S: 100.000000, Top1T: 83.432098 Train:epoch: 116, loss@min: 0.983536, loss@max: 1.410559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000564, LT: 0.599846, Top1S: 100.000000, Top1T: 83.419754 Train:epoch: 117, loss@min: 0.965564, loss@max: 1.393249, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000563, LT: 0.600551, Top1S: 100.000000, Top1T: 83.407410 Train:epoch: 118, loss@min: 1.012624, loss@max: 1.416899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000561, LT: 0.600969, Top1S: 100.000000, Top1T: 83.456787 Train:epoch: 119, loss@min: 0.993974, loss@max: 1.400983, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 119, LS: 0.000560, LT: 0.601245, Top1S: 100.000000, Top1T: 83.456787 Train:epoch: 120, loss@min: 0.992997, loss@max: 1.404890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000558, LT: 0.601394, Top1S: 100.000000, Top1T: 83.432098 Train:epoch: 121, loss@min: 1.016007, loss@max: 1.413137, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 121, LS: 0.000557, LT: 0.601777, Top1S: 100.000000, Top1T: 83.419754 Train:epoch: 122, loss@min: 0.983351, loss@max: 1.400392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000556, LT: 0.602278, Top1S: 100.000000, Top1T: 83.444443 Train:epoch: 123, loss@min: 1.015678, loss@max: 1.417216, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 123, LS: 0.000555, LT: 0.602009, Top1S: 100.000000, Top1T: 83.481483 Train:epoch: 124, loss@min: 0.985689, loss@max: 1.403402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000554, LT: 0.601951, Top1S: 100.000000, Top1T: 83.506172 Train:epoch: 125, loss@min: 1.004964, loss@max: 1.419901, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 125, LS: 0.000554, LT: 0.601576, Top1S: 100.000000, Top1T: 83.518517 Train:epoch: 126, loss@min: 0.997509, loss@max: 1.417736, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 126, LS: 0.000553, LT: 0.601446, Top1S: 100.000000, Top1T: 83.518517 Train:epoch: 127, loss@min: 0.976473, loss@max: 1.401342, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 127, LS: 0.000552, LT: 0.601569, Top1S: 100.000000, Top1T: 83.493828 Train:epoch: 128, loss@min: 1.009215, loss@max: 1.414031, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 128, LS: 0.000552, LT: 0.601966, Top1S: 100.000000, Top1T: 83.481483 Train:epoch: 129, loss@min: 0.987111, loss@max: 1.409256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000551, LT: 0.601988, Top1S: 100.000000, Top1T: 83.469139 Train:epoch: 130, loss@min: 0.991376, loss@max: 1.412614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000551, LT: 0.602153, Top1S: 100.000000, Top1T: 83.469139 Train:epoch: 131, loss@min: 1.009560, loss@max: 1.410859, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 131, LS: 0.000550, LT: 0.602162, Top1S: 100.000000, Top1T: 83.481483 Train:epoch: 132, loss@min: 1.027739, loss@max: 1.416037, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 132, LS: 0.000550, LT: 0.602174, Top1S: 100.000000, Top1T: 83.481483 Train:epoch: 133, loss@min: 0.966408, loss@max: 1.396077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000549, LT: 0.602147, Top1S: 100.000000, Top1T: 83.469139 Train:epoch: 134, loss@min: 0.998910, loss@max: 1.408288, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 134, LS: 0.000549, LT: 0.602063, Top1S: 100.000000, Top1T: 83.469139 Train:epoch: 135, loss@min: 1.021749, loss@max: 1.421685, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 135, LS: 0.000548, LT: 0.601985, Top1S: 100.000000, Top1T: 83.493828 Train:epoch: 136, loss@min: 0.989606, loss@max: 1.400514, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 136, LS: 0.000548, LT: 0.601743, Top1S: 100.000000, Top1T: 83.506172 Train:epoch: 137, loss@min: 0.996196, loss@max: 1.413256, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 137, LS: 0.000548, LT: 0.601674, Top1S: 100.000000, Top1T: 83.518517 Train:epoch: 138, loss@min: 0.993540, loss@max: 1.411222, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000548, LT: 0.601737, Top1S: 100.000000, Top1T: 83.543213 Train:epoch: 139, loss@min: 1.001877, loss@max: 1.416102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000548, LT: 0.601865, Top1S: 100.000000, Top1T: 83.543213 Train:epoch: 140, loss@min: 0.999508, loss@max: 1.413342, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 140, LS: 0.000548, LT: 0.601915, Top1S: 100.000000, Top1T: 83.543213 Train:epoch: 141, loss@min: 1.013373, loss@max: 1.413016, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 141, LS: 0.000548, LT: 0.601980, Top1S: 100.000000, Top1T: 83.555557 Train:epoch: 142, loss@min: 0.984032, loss@max: 1.408321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000547, LT: 0.601997, Top1S: 100.000000, Top1T: 83.555557 Train:epoch: 143, loss@min: 0.983451, loss@max: 1.404440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000547, LT: 0.602016, Top1S: 100.000000, Top1T: 83.555557 Train:epoch: 144, loss@min: 0.993502, loss@max: 1.406448, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 144, LS: 0.000547, LT: 0.602041, Top1S: 100.000000, Top1T: 83.555557 Train:epoch: 145, loss@min: 0.988501, loss@max: 1.397889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000547, LT: 0.602061, Top1S: 100.000000, Top1T: 83.555557 Train:epoch: 146, loss@min: 1.015013, loss@max: 1.417131, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 146, LS: 0.000547, LT: 0.602073, Top1S: 100.000000, Top1T: 83.555557 Train:epoch: 147, loss@min: 1.005359, loss@max: 1.409253, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 147, LS: 0.000547, LT: 0.602073, Top1S: 100.000000, Top1T: 83.555557 Train:epoch: 148, loss@min: 1.017359, loss@max: 1.423235, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 148, LS: 0.000547, LT: 0.602071, Top1S: 100.000000, Top1T: 83.555557 Train:epoch: 149, loss@min: 1.006405, loss@max: 1.413766, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 149, LS: 0.000547, LT: 0.602070, Top1S: 100.000000, Top1T: 83.555557 Train:epoch: 150, loss@min: 0.984359, loss@max: 1.404607, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000547, LT: 0.602070, Top1S: 100.000000, Top1T: 83.555557 ------------------------------------------- Wed Jul 26 03:37:36 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Jul 26 11:43:58 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.807690, loss@max: 2.132195, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.238817, loss@max: 1.612196, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.818653, loss@max: 1.355073, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.431980, loss@max: 1.457589, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.271059, loss@max: 1.410251, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.196054, loss@max: 1.305310, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.124145, loss@max: 1.298017, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.133900, loss@max: 1.294019, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.008144, loss@max: 1.292641, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.019453, loss@max: 1.253726, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.006047, loss@max: 1.259362, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.950058, loss@max: 1.294757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.972023, loss@max: 1.280226, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.963698, loss@max: 1.293104, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.931027, loss@max: 1.307254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.971427, loss@max: 1.285436, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.948208, loss@max: 1.315795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.943467, loss@max: 1.329131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.942532, loss@max: 1.328724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.968129, loss@max: 1.319445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.932678, loss@max: 1.392959, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.014447, loss@max: 1.328930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.964458, loss@max: 1.403749, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.977673, loss@max: 1.374825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.961537, loss@max: 1.393612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968763, loss@max: 1.379523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.938242, loss@max: 1.409587, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.982237, loss@max: 1.385036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.959362, loss@max: 1.404608, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.000646, loss@max: 1.388889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.962244, loss@max: 1.435789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.952915, loss@max: 1.473032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.005526, loss@max: 1.458896, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.966260, loss@max: 1.451624, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.984064, loss@max: 1.494207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.950208, loss@max: 1.515130, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.974954, loss@max: 1.461809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.986100, loss@max: 1.435100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.922848, loss@max: 1.486724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.015667, loss@max: 1.399665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.981800, loss@max: 1.427560, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.945001, loss@max: 1.452038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.972943, loss@max: 1.431447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.935611, loss@max: 1.476570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.992932, loss@max: 1.394640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.989610, loss@max: 1.393567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.938119, loss@max: 1.459762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.987826, loss@max: 1.401116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.961518, loss@max: 1.432766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.963615, loss@max: 1.425584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.972472, loss@max: 1.417771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.972931, loss@max: 1.415859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.961541, loss@max: 1.423796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.994226, loss@max: 1.399355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943776, loss@max: 1.428309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.964989, loss@max: 1.399704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.957965, loss@max: 1.416803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.958966, loss@max: 1.410618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.969471, loss@max: 1.394364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.979319, loss@max: 1.394460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.959756, loss@max: 1.413097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.963066, loss@max: 1.403754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.978771, loss@max: 1.390496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.956471, loss@max: 1.404435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.967499, loss@max: 1.395094, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.949938, loss@max: 1.416216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.948858, loss@max: 1.400450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.974258, loss@max: 1.374685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956528, loss@max: 1.402068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.940822, loss@max: 1.409378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.982089, loss@max: 1.367610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.963199, loss@max: 1.381848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.941906, loss@max: 1.400680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.969360, loss@max: 1.376060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.957101, loss@max: 1.380948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.943715, loss@max: 1.390981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.963901, loss@max: 1.367356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.961017, loss@max: 1.379004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.946279, loss@max: 1.387755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.952630, loss@max: 1.383024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000607, LT: 1.698321, Top1S: 100.000000, Top1T: 67.080376Best acc: 67.080376 Train:epoch: 81, loss@min: 0.963681, loss@max: 1.366071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000606, LT: 1.701893, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 82, loss@min: 0.957105, loss@max: 1.381943, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000603, LT: 1.705499, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 83, loss@min: 0.951377, loss@max: 1.378544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000598, LT: 1.709258, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 84, loss@min: 0.961357, loss@max: 1.375336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000596, LT: 1.709753, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 85, loss@min: 0.954416, loss@max: 1.373771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000595, LT: 1.711717, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 86, loss@min: 0.945350, loss@max: 1.381920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000590, LT: 1.714352, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 87, loss@min: 0.947676, loss@max: 1.381310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000588, LT: 1.715138, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 88, loss@min: 0.957222, loss@max: 1.369845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000588, LT: 1.716850, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 89, loss@min: 0.951689, loss@max: 1.374884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000586, LT: 1.717927, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 90, loss@min: 0.942103, loss@max: 1.383111, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000582, LT: 1.717441, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 91, loss@min: 0.955775, loss@max: 1.364947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000580, LT: 1.719777, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 92, loss@min: 0.951702, loss@max: 1.367038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000580, LT: 1.723096, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 93, loss@min: 0.950115, loss@max: 1.374884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000576, LT: 1.725422, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 94, loss@min: 0.952108, loss@max: 1.374301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000573, LT: 1.727376, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 95, loss@min: 0.947277, loss@max: 1.374059, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000572, LT: 1.730124, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 96, loss@min: 0.957306, loss@max: 1.366743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000570, LT: 1.733834, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 97, loss@min: 0.956439, loss@max: 1.369138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000567, LT: 1.735824, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 98, loss@min: 0.951931, loss@max: 1.372579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000565, LT: 1.738472, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 99, loss@min: 0.951758, loss@max: 1.371333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000564, LT: 1.740291, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 100, loss@min: 0.951926, loss@max: 1.369617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000563, LT: 1.741113, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 101, loss@min: 0.951011, loss@max: 1.370632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000561, LT: 1.742293, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 102, loss@min: 0.947189, loss@max: 1.371506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000560, LT: 1.743007, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 103, loss@min: 0.949369, loss@max: 1.367817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000559, LT: 1.742742, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 104, loss@min: 0.951715, loss@max: 1.368093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000558, LT: 1.743432, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 105, loss@min: 0.954391, loss@max: 1.367265, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000556, LT: 1.745200, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 106, loss@min: 0.956667, loss@max: 1.363643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000555, LT: 1.745731, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 107, loss@min: 0.940895, loss@max: 1.379558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000554, LT: 1.745268, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 108, loss@min: 0.945092, loss@max: 1.374753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000552, LT: 1.745532, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 109, loss@min: 0.949301, loss@max: 1.367199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000551, LT: 1.745938, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 110, loss@min: 0.958520, loss@max: 1.357458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000551, LT: 1.746619, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 111, loss@min: 0.947963, loss@max: 1.368403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000550, LT: 1.747265, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 112, loss@min: 0.948851, loss@max: 1.365709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000549, LT: 1.748310, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 113, loss@min: 0.944189, loss@max: 1.374654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000548, LT: 1.749530, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 114, loss@min: 0.951824, loss@max: 1.366672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000547, LT: 1.750473, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 115, loss@min: 0.952841, loss@max: 1.365312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000546, LT: 1.750998, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 116, loss@min: 0.955737, loss@max: 1.362372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000546, LT: 1.751737, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 117, loss@min: 0.951408, loss@max: 1.369115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000545, LT: 1.752955, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 118, loss@min: 0.953674, loss@max: 1.365837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000545, LT: 1.754114, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 119, loss@min: 0.941356, loss@max: 1.371721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000544, LT: 1.754805, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 120, loss@min: 0.951049, loss@max: 1.368454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000544, LT: 1.755290, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 121, loss@min: 0.947053, loss@max: 1.365322, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000543, LT: 1.756210, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 122, loss@min: 0.947248, loss@max: 1.366809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000542, LT: 1.756720, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 123, loss@min: 0.950830, loss@max: 1.368160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000541, LT: 1.757152, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 124, loss@min: 0.950235, loss@max: 1.366680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000541, LT: 1.757234, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 125, loss@min: 0.947295, loss@max: 1.367813, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000541, LT: 1.757318, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 126, loss@min: 0.944915, loss@max: 1.370675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000541, LT: 1.757699, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 127, loss@min: 0.952164, loss@max: 1.364481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000540, LT: 1.758177, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 128, loss@min: 0.949867, loss@max: 1.364840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000540, LT: 1.758779, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 129, loss@min: 0.953133, loss@max: 1.361868, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000540, LT: 1.759284, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 130, loss@min: 0.950294, loss@max: 1.363094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000539, LT: 1.759676, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 131, loss@min: 0.945725, loss@max: 1.371627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000539, LT: 1.759951, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 132, loss@min: 0.947345, loss@max: 1.371102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000539, LT: 1.760094, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 133, loss@min: 0.949696, loss@max: 1.371447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000538, LT: 1.760226, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 134, loss@min: 0.949728, loss@max: 1.364484, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000538, LT: 1.760377, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 135, loss@min: 0.948037, loss@max: 1.369391, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000538, LT: 1.760538, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 136, loss@min: 0.955674, loss@max: 1.363451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000538, LT: 1.760683, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 137, loss@min: 0.953097, loss@max: 1.362978, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000538, LT: 1.760805, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 138, loss@min: 0.947453, loss@max: 1.364283, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000538, LT: 1.760934, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 139, loss@min: 0.948033, loss@max: 1.365500, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000538, LT: 1.761054, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 140, loss@min: 0.951148, loss@max: 1.362828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000538, LT: 1.761154, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 141, loss@min: 0.950206, loss@max: 1.365583, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000538, LT: 1.761255, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 142, loss@min: 0.951818, loss@max: 1.374964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000538, LT: 1.761303, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 143, loss@min: 0.948708, loss@max: 1.366709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000538, LT: 1.761313, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 144, loss@min: 0.952426, loss@max: 1.361485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000538, LT: 1.761336, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 145, loss@min: 0.946733, loss@max: 1.366642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000538, LT: 1.761354, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 146, loss@min: 0.949850, loss@max: 1.364209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000538, LT: 1.761372, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 147, loss@min: 0.950459, loss@max: 1.363733, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000538, LT: 1.761384, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 148, loss@min: 0.950931, loss@max: 1.361715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000538, LT: 1.761391, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 149, loss@min: 0.947380, loss@max: 1.366237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000538, LT: 1.761393, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 150, loss@min: 0.949324, loss@max: 1.363537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000538, LT: 1.761393, Top1S: 100.000000, Top1T: 66.666664 ------------------------------------------- Wed Jul 26 13:17:15 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Jul 26 23:36:16 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.804567, loss@max: 2.334248, Top1S acc: 100.000000, Top1T acc: 76.953125 Train:epoch: 2, loss@min: 1.998385, loss@max: 1.691108, Top1S acc: 100.000000, Top1T acc: 87.109375 Train:epoch: 3, loss@min: 1.282201, loss@max: 1.665335, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 4, loss@min: 1.044347, loss@max: 1.888539, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 5, loss@min: 1.052008, loss@max: 1.761689, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 6, loss@min: 1.154287, loss@max: 1.724949, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 7, loss@min: 1.107746, loss@max: 1.669187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.065376, loss@max: 1.926232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.235504, loss@max: 1.834944, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.204721, loss@max: 1.757474, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 1.173110, loss@max: 1.793452, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 1.080545, loss@max: 1.858545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.134779, loss@max: 1.949639, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.097269, loss@max: 1.905278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.098456, loss@max: 1.805854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.035591, loss@max: 1.985346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.133320, loss@max: 1.923812, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 1.136728, loss@max: 1.840013, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.010139, loss@max: 1.864173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.058538, loss@max: 1.819314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.101615, loss@max: 1.664021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.042339, loss@max: 1.770926, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.998351, loss@max: 1.834999, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 1.115987, loss@max: 1.717258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.080489, loss@max: 1.754583, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 1.109925, loss@max: 1.699882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.071678, loss@max: 1.797480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.026647, loss@max: 1.909605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.013057, loss@max: 1.785705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.985190, loss@max: 1.835426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.075366, loss@max: 1.625484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.075088, loss@max: 1.714557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.993388, loss@max: 1.815998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.048361, loss@max: 1.794538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.076862, loss@max: 1.683670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.021477, loss@max: 1.731126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.063206, loss@max: 1.821178, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.130805, loss@max: 1.713868, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.058996, loss@max: 1.780783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.055470, loss@max: 1.702878, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 1.055665, loss@max: 1.629689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.062469, loss@max: 1.601777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.090476, loss@max: 1.727142, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.025692, loss@max: 1.784904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.983812, loss@max: 1.857503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.001793, loss@max: 1.715367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.014988, loss@max: 1.723025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.040579, loss@max: 1.709736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.033243, loss@max: 1.590379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.011887, loss@max: 1.637501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.054740, loss@max: 1.650080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.005910, loss@max: 1.651467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.053797, loss@max: 1.616056, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 1.031972, loss@max: 1.627710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.006108, loss@max: 1.627364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.061468, loss@max: 1.571555, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 57, loss@min: 0.996629, loss@max: 1.600036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.015580, loss@max: 1.637984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.032873, loss@max: 1.537788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.008796, loss@max: 1.626619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.005302, loss@max: 1.564179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.994133, loss@max: 1.554847, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.964772, loss@max: 1.623137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.992529, loss@max: 1.565131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.980865, loss@max: 1.559881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.993269, loss@max: 1.521136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.021466, loss@max: 1.513659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.008071, loss@max: 1.498082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.985718, loss@max: 1.497436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.970556, loss@max: 1.578132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.997243, loss@max: 1.468655, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.960700, loss@max: 1.520364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.992455, loss@max: 1.553412, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.954164, loss@max: 1.517487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.983903, loss@max: 1.502510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.990753, loss@max: 1.494524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.968336, loss@max: 1.518908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.992025, loss@max: 1.443486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.955701, loss@max: 1.461559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.960569, loss@max: 1.498105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000221, LT: 1.352498, Top1S: 100.000000, Top1T: 64.685135Best acc: 64.685135 Train:epoch: 81, loss@min: 0.996544, loss@max: 1.471414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000221, LT: 1.353750, Top1S: 100.000000, Top1T: 64.775818Best acc: 64.775818 Train:epoch: 82, loss@min: 0.966964, loss@max: 1.508199, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.000221, LT: 1.352009, Top1S: 100.000000, Top1T: 64.700249 Train:epoch: 83, loss@min: 0.957231, loss@max: 1.488751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000219, LT: 1.352256, Top1S: 100.000000, Top1T: 64.670021 Train:epoch: 84, loss@min: 0.990673, loss@max: 1.458328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000224, LT: 1.353472, Top1S: 100.000000, Top1T: 64.750626 Train:epoch: 85, loss@min: 0.965157, loss@max: 1.468754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000217, LT: 1.355707, Top1S: 100.000000, Top1T: 64.705284 Train:epoch: 86, loss@min: 0.999573, loss@max: 1.415605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000220, LT: 1.355589, Top1S: 100.000000, Top1T: 64.725441 Train:epoch: 87, loss@min: 0.975755, loss@max: 1.474990, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000216, LT: 1.354103, Top1S: 100.000000, Top1T: 64.806046Best acc: 64.806046 Train:epoch: 88, loss@min: 0.973386, loss@max: 1.446980, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000217, LT: 1.354919, Top1S: 100.000000, Top1T: 64.775818 Train:epoch: 89, loss@min: 0.957935, loss@max: 1.448942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000214, LT: 1.356735, Top1S: 100.000000, Top1T: 64.780853 Train:epoch: 90, loss@min: 0.984227, loss@max: 1.425948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000212, LT: 1.357910, Top1S: 100.000000, Top1T: 64.821159Best acc: 64.821159 Train:epoch: 91, loss@min: 0.983612, loss@max: 1.405951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000213, LT: 1.358360, Top1S: 100.000000, Top1T: 64.826195Best acc: 64.826195 Train:epoch: 92, loss@min: 0.970628, loss@max: 1.439772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000211, LT: 1.360495, Top1S: 100.000000, Top1T: 64.861458Best acc: 64.861458 Train:epoch: 93, loss@min: 0.957188, loss@max: 1.430206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000210, LT: 1.361729, Top1S: 100.000000, Top1T: 64.760704 Train:epoch: 94, loss@min: 0.947452, loss@max: 1.468857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000212, LT: 1.362126, Top1S: 100.000000, Top1T: 64.760704 Train:epoch: 95, loss@min: 0.968020, loss@max: 1.417565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000211, LT: 1.362867, Top1S: 100.000000, Top1T: 64.780853 Train:epoch: 96, loss@min: 0.964464, loss@max: 1.421691, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000209, LT: 1.362097, Top1S: 100.000000, Top1T: 64.851379 Train:epoch: 97, loss@min: 0.960141, loss@max: 1.428567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000207, LT: 1.363131, Top1S: 100.000000, Top1T: 64.841309 Train:epoch: 98, loss@min: 0.963467, loss@max: 1.427248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000208, LT: 1.366411, Top1S: 100.000000, Top1T: 64.811081 Train:epoch: 99, loss@min: 0.946622, loss@max: 1.431330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000208, LT: 1.367995, Top1S: 100.000000, Top1T: 64.891685Best acc: 64.891685 Train:epoch: 100, loss@min: 0.963277, loss@max: 1.411473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000206, LT: 1.367570, Top1S: 100.000000, Top1T: 64.947098Best acc: 64.947098 Train:epoch: 101, loss@min: 0.956429, loss@max: 1.407735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000206, LT: 1.368474, Top1S: 100.000000, Top1T: 64.881607 Train:epoch: 102, loss@min: 0.971401, loss@max: 1.403239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000206, LT: 1.370011, Top1S: 100.000000, Top1T: 64.841309 Train:epoch: 103, loss@min: 0.960467, loss@max: 1.415671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000206, LT: 1.372107, Top1S: 100.000000, Top1T: 64.801003 Train:epoch: 104, loss@min: 0.965413, loss@max: 1.405429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000205, LT: 1.372372, Top1S: 100.000000, Top1T: 64.811081 Train:epoch: 105, loss@min: 0.951534, loss@max: 1.413589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000204, LT: 1.373191, Top1S: 100.000000, Top1T: 64.821159 Train:epoch: 106, loss@min: 0.961962, loss@max: 1.399367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000204, LT: 1.374469, Top1S: 100.000000, Top1T: 64.811081 Train:epoch: 107, loss@min: 0.965986, loss@max: 1.393569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000204, LT: 1.375631, Top1S: 100.000000, Top1T: 64.780853 Train:epoch: 108, loss@min: 0.963102, loss@max: 1.396359, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000204, LT: 1.376188, Top1S: 100.000000, Top1T: 64.856422 Train:epoch: 109, loss@min: 0.962254, loss@max: 1.416841, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000203, LT: 1.377024, Top1S: 100.000000, Top1T: 64.821159 Train:epoch: 110, loss@min: 0.956071, loss@max: 1.399603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000202, LT: 1.377760, Top1S: 100.000000, Top1T: 64.806046 Train:epoch: 111, loss@min: 0.947649, loss@max: 1.401533, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000202, LT: 1.379090, Top1S: 100.000000, Top1T: 64.851379 Train:epoch: 112, loss@min: 0.968865, loss@max: 1.387262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000202, LT: 1.380055, Top1S: 100.000000, Top1T: 64.947098 Train:epoch: 113, loss@min: 0.959798, loss@max: 1.387148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000202, LT: 1.380387, Top1S: 100.000000, Top1T: 64.901764 Train:epoch: 114, loss@min: 0.956634, loss@max: 1.392652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000202, LT: 1.381399, Top1S: 100.000000, Top1T: 64.846344 Train:epoch: 115, loss@min: 0.951776, loss@max: 1.400258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000202, LT: 1.382828, Top1S: 100.000000, Top1T: 64.866493 Train:epoch: 116, loss@min: 0.952370, loss@max: 1.401037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000201, LT: 1.384809, Top1S: 100.000000, Top1T: 64.785889 Train:epoch: 117, loss@min: 0.951123, loss@max: 1.393032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000200, LT: 1.385614, Top1S: 100.000000, Top1T: 64.841309 Train:epoch: 118, loss@min: 0.965982, loss@max: 1.380988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000200, LT: 1.385804, Top1S: 100.000000, Top1T: 64.886650 Train:epoch: 119, loss@min: 0.952919, loss@max: 1.387373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000200, LT: 1.385883, Top1S: 100.000000, Top1T: 64.962212Best acc: 64.962212 Train:epoch: 120, loss@min: 0.954460, loss@max: 1.385212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000200, LT: 1.386500, Top1S: 100.000000, Top1T: 64.901764 Train:epoch: 121, loss@min: 0.958313, loss@max: 1.386550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000200, LT: 1.387112, Top1S: 100.000000, Top1T: 64.901764 Train:epoch: 122, loss@min: 0.942696, loss@max: 1.399686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000200, LT: 1.387889, Top1S: 100.000000, Top1T: 64.886650 Train:epoch: 123, loss@min: 0.954796, loss@max: 1.384074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000200, LT: 1.388502, Top1S: 100.000000, Top1T: 64.906799 Train:epoch: 124, loss@min: 0.945200, loss@max: 1.395838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000200, LT: 1.388993, Top1S: 100.000000, Top1T: 64.881607 Train:epoch: 125, loss@min: 0.939718, loss@max: 1.400355, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000199, LT: 1.389357, Top1S: 100.000000, Top1T: 64.896721 Train:epoch: 126, loss@min: 0.954465, loss@max: 1.382557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000199, LT: 1.389601, Top1S: 100.000000, Top1T: 64.901764 Train:epoch: 127, loss@min: 0.946161, loss@max: 1.395521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000199, LT: 1.390175, Top1S: 100.000000, Top1T: 64.861458 Train:epoch: 128, loss@min: 0.975767, loss@max: 1.369662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000199, LT: 1.390867, Top1S: 100.000000, Top1T: 64.901764 Train:epoch: 129, loss@min: 0.951183, loss@max: 1.386615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000199, LT: 1.391294, Top1S: 100.000000, Top1T: 64.901764 Train:epoch: 130, loss@min: 0.960901, loss@max: 1.384791, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 130, LS: 0.000199, LT: 1.391514, Top1S: 100.000000, Top1T: 64.896721 Train:epoch: 131, loss@min: 0.943277, loss@max: 1.394468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000199, LT: 1.391570, Top1S: 100.000000, Top1T: 64.891685 Train:epoch: 132, loss@min: 0.956654, loss@max: 1.392791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000199, LT: 1.391632, Top1S: 100.000000, Top1T: 64.881607 Train:epoch: 133, loss@min: 0.964190, loss@max: 1.376473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000199, LT: 1.391921, Top1S: 100.000000, Top1T: 64.876572 Train:epoch: 134, loss@min: 0.961497, loss@max: 1.390950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000199, LT: 1.392182, Top1S: 100.000000, Top1T: 64.906799 Train:epoch: 135, loss@min: 0.952002, loss@max: 1.389024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000199, LT: 1.392382, Top1S: 100.000000, Top1T: 64.911835 Train:epoch: 136, loss@min: 0.949850, loss@max: 1.388058, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000199, LT: 1.392558, Top1S: 100.000000, Top1T: 64.931984 Train:epoch: 137, loss@min: 0.949393, loss@max: 1.385183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000199, LT: 1.392723, Top1S: 100.000000, Top1T: 64.926949 Train:epoch: 138, loss@min: 0.946947, loss@max: 1.390587, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000199, LT: 1.392818, Top1S: 100.000000, Top1T: 64.921913 Train:epoch: 139, loss@min: 0.947630, loss@max: 1.385847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000199, LT: 1.392923, Top1S: 100.000000, Top1T: 64.921913 Train:epoch: 140, loss@min: 0.955811, loss@max: 1.373005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000199, LT: 1.393010, Top1S: 100.000000, Top1T: 64.926949 Train:epoch: 141, loss@min: 0.952325, loss@max: 1.378483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000199, LT: 1.393090, Top1S: 100.000000, Top1T: 64.947098 Train:epoch: 142, loss@min: 0.940376, loss@max: 1.395506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000199, LT: 1.393122, Top1S: 100.000000, Top1T: 64.921913 Train:epoch: 143, loss@min: 0.961327, loss@max: 1.375463, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000199, LT: 1.393155, Top1S: 100.000000, Top1T: 64.921913 Train:epoch: 144, loss@min: 0.960855, loss@max: 1.373011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000199, LT: 1.393178, Top1S: 100.000000, Top1T: 64.937027 Train:epoch: 145, loss@min: 0.955178, loss@max: 1.380670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000199, LT: 1.393200, Top1S: 100.000000, Top1T: 64.937027 Train:epoch: 146, loss@min: 0.947617, loss@max: 1.387038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000199, LT: 1.393220, Top1S: 100.000000, Top1T: 64.937027 Train:epoch: 147, loss@min: 0.946998, loss@max: 1.382538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000199, LT: 1.393235, Top1S: 100.000000, Top1T: 64.937027 Train:epoch: 148, loss@min: 0.950267, loss@max: 1.384800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000199, LT: 1.393239, Top1S: 100.000000, Top1T: 64.937027 Train:epoch: 149, loss@min: 0.944993, loss@max: 1.393891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000199, LT: 1.393241, Top1S: 100.000000, Top1T: 64.937027 Train:epoch: 150, loss@min: 0.952025, loss@max: 1.383755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000199, LT: 1.393241, Top1S: 100.000000, Top1T: 64.937027{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\sun397_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jul 27 21:54:15 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jul 27 21:55:00 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 397, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jul 27 21:55:22 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jul 27 21:55:52 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.083559, loss@max: 2.057126, Top1S acc: 100.000000, Top1T acc: 67.187500 Train:epoch: 2, loss@min: 2.261188, loss@max: 1.475255, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 3, loss@min: 1.787004, loss@max: 1.348592, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 4, loss@min: 1.281259, loss@max: 1.326330, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 5, loss@min: 1.070571, loss@max: 1.326811, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 6, loss@min: 1.025040, loss@max: 1.264647, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 7, loss@min: 1.101485, loss@max: 1.170154, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 8, loss@min: 0.965160, loss@max: 1.235641, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 9, loss@min: 0.928125, loss@max: 1.224290, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 0.952605, loss@max: 1.242309, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 0.926937, loss@max: 1.259034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.925158, loss@max: 1.287123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.953514, loss@max: 1.264841, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 0.951281, loss@max: 1.312982, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.932616, loss@max: 1.346001, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.975715, loss@max: 1.300232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.899610, loss@max: 1.402172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.991219, loss@max: 1.299069, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.940066, loss@max: 1.355040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.927847, loss@max: 1.351123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.995023, loss@max: 1.312804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.913414, loss@max: 1.340378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.932488, loss@max: 1.358518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.929158, loss@max: 1.348599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.951504, loss@max: 1.339783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.955307, loss@max: 1.336755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.947412, loss@max: 1.326544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.944004, loss@max: 1.364813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.961108, loss@max: 1.314141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.928691, loss@max: 1.354693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.929135, loss@max: 1.369877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.936177, loss@max: 1.359594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.974877, loss@max: 1.326547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.947619, loss@max: 1.338276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.924821, loss@max: 1.381391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.954062, loss@max: 1.334471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.935808, loss@max: 1.369830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.943084, loss@max: 1.355928, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.949399, loss@max: 1.351100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.933801, loss@max: 1.373839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.964607, loss@max: 1.336300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.933661, loss@max: 1.383652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.942566, loss@max: 1.373015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.958014, loss@max: 1.348281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.948438, loss@max: 1.359581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.940732, loss@max: 1.365326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.966636, loss@max: 1.345214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.950144, loss@max: 1.358589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944379, loss@max: 1.370540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.958187, loss@max: 1.354325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.948252, loss@max: 1.355501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.949544, loss@max: 1.364410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.951144, loss@max: 1.361147, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.937649, loss@max: 1.367857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943759, loss@max: 1.367607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.954223, loss@max: 1.355054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.953564, loss@max: 1.364937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.949326, loss@max: 1.365326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953462, loss@max: 1.358470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.941884, loss@max: 1.368229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.939128, loss@max: 1.377297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954151, loss@max: 1.364849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.955963, loss@max: 1.357244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.935800, loss@max: 1.374494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.949212, loss@max: 1.364444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.952811, loss@max: 1.356979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.942033, loss@max: 1.371588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.943459, loss@max: 1.369845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.949869, loss@max: 1.363536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.945229, loss@max: 1.366852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.943909, loss@max: 1.364902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.946594, loss@max: 1.363231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.946616, loss@max: 1.364405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.943934, loss@max: 1.367506, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.952211, loss@max: 1.361864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.943014, loss@max: 1.369076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.949704, loss@max: 1.360719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.952603, loss@max: 1.355768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.948177, loss@max: 1.362321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.941564, loss@max: 1.370055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000625, LT: 1.775792, Top1S: 100.000000, Top1T: 66.430260Best acc: 66.430260 Train:epoch: 81, loss@min: 0.940519, loss@max: 1.369116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000619, LT: 1.777536, Top1S: 100.000000, Top1T: 66.666664Best acc: 66.666664 Train:epoch: 82, loss@min: 0.949769, loss@max: 1.359736, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000616, LT: 1.780351, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 83, loss@min: 0.949089, loss@max: 1.359743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000614, LT: 1.785943, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 84, loss@min: 0.944959, loss@max: 1.365403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000609, LT: 1.788154, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 85, loss@min: 0.954786, loss@max: 1.353869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000607, LT: 1.790601, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 86, loss@min: 0.946295, loss@max: 1.363011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000606, LT: 1.795131, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 87, loss@min: 0.939340, loss@max: 1.370472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000601, LT: 1.797257, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 88, loss@min: 0.951443, loss@max: 1.356699, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000597, LT: 1.798811, Top1S: 100.000000, Top1T: 66.725769Best acc: 66.725769 Train:epoch: 89, loss@min: 0.948561, loss@max: 1.358039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000596, LT: 1.801281, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 90, loss@min: 0.948203, loss@max: 1.358630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000593, LT: 1.804644, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 91, loss@min: 0.951129, loss@max: 1.355358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000590, LT: 1.807946, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 92, loss@min: 0.950003, loss@max: 1.357517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000589, LT: 1.811774, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 93, loss@min: 0.941351, loss@max: 1.366002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000586, LT: 1.815402, Top1S: 100.000000, Top1T: 66.843971Best acc: 66.843971 Train:epoch: 94, loss@min: 0.950849, loss@max: 1.355581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000582, LT: 1.818803, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 95, loss@min: 0.950818, loss@max: 1.357142, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000581, LT: 1.822578, Top1S: 100.000000, Top1T: 67.021278Best acc: 67.021278 Train:epoch: 96, loss@min: 0.942483, loss@max: 1.364243, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000580, LT: 1.825851, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 97, loss@min: 0.948452, loss@max: 1.358290, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000577, LT: 1.828789, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 98, loss@min: 0.950113, loss@max: 1.357080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000575, LT: 1.832742, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 99, loss@min: 0.946269, loss@max: 1.359976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000574, LT: 1.836140, Top1S: 100.000000, Top1T: 67.080376Best acc: 67.080376 Train:epoch: 100, loss@min: 0.942702, loss@max: 1.363680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000571, LT: 1.837788, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 101, loss@min: 0.950410, loss@max: 1.355865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000569, LT: 1.839548, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 102, loss@min: 0.948719, loss@max: 1.356866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000569, LT: 1.842961, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 103, loss@min: 0.946525, loss@max: 1.358462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000567, LT: 1.844370, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 104, loss@min: 0.944624, loss@max: 1.360394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000565, LT: 1.845695, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 105, loss@min: 0.947007, loss@max: 1.358325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000564, LT: 1.847367, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 106, loss@min: 0.942690, loss@max: 1.362922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000563, LT: 1.848510, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 107, loss@min: 0.945262, loss@max: 1.360159, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000561, LT: 1.849569, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 108, loss@min: 0.950364, loss@max: 1.354557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000560, LT: 1.851093, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 109, loss@min: 0.946721, loss@max: 1.359477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000559, LT: 1.853024, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 110, loss@min: 0.945070, loss@max: 1.360021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000558, LT: 1.854542, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 111, loss@min: 0.949589, loss@max: 1.355030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000556, LT: 1.855262, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 112, loss@min: 0.948175, loss@max: 1.356329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000556, LT: 1.856463, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 113, loss@min: 0.944785, loss@max: 1.361808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000555, LT: 1.858037, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 114, loss@min: 0.947258, loss@max: 1.357668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000553, LT: 1.859591, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 115, loss@min: 0.949139, loss@max: 1.356487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000552, LT: 1.860954, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 116, loss@min: 0.946163, loss@max: 1.358759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000552, LT: 1.862238, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 117, loss@min: 0.950010, loss@max: 1.355586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000551, LT: 1.863879, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 118, loss@min: 0.946636, loss@max: 1.358806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000551, LT: 1.865212, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 119, loss@min: 0.942720, loss@max: 1.361230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000550, LT: 1.866411, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 120, loss@min: 0.944481, loss@max: 1.361139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000549, LT: 1.867142, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 121, loss@min: 0.949206, loss@max: 1.354398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000548, LT: 1.867767, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 122, loss@min: 0.947361, loss@max: 1.357402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000548, LT: 1.868643, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 123, loss@min: 0.948176, loss@max: 1.356350, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000547, LT: 1.869477, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 124, loss@min: 0.945964, loss@max: 1.359402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000547, LT: 1.870000, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 125, loss@min: 0.945487, loss@max: 1.358747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000546, LT: 1.870479, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 126, loss@min: 0.947157, loss@max: 1.358055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000546, LT: 1.871075, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 127, loss@min: 0.945853, loss@max: 1.358632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000546, LT: 1.871690, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 128, loss@min: 0.946295, loss@max: 1.357918, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000545, LT: 1.872329, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 129, loss@min: 0.946477, loss@max: 1.357206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000545, LT: 1.872827, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 130, loss@min: 0.943148, loss@max: 1.361218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000544, LT: 1.873259, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 131, loss@min: 0.946219, loss@max: 1.360131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000544, LT: 1.873564, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 132, loss@min: 0.949031, loss@max: 1.356709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000543, LT: 1.873737, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 133, loss@min: 0.947644, loss@max: 1.357449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000543, LT: 1.873882, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 134, loss@min: 0.947538, loss@max: 1.356214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000543, LT: 1.874090, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 135, loss@min: 0.945638, loss@max: 1.358425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000543, LT: 1.874408, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 136, loss@min: 0.948457, loss@max: 1.356596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000543, LT: 1.874649, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 137, loss@min: 0.947585, loss@max: 1.357631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000543, LT: 1.874876, Top1S: 100.000000, Top1T: 67.139481Best acc: 67.139481 Train:epoch: 138, loss@min: 0.944597, loss@max: 1.358880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000543, LT: 1.875056, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 139, loss@min: 0.947035, loss@max: 1.356623, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000543, LT: 1.875205, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 140, loss@min: 0.942446, loss@max: 1.361468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000543, LT: 1.875312, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 141, loss@min: 0.945385, loss@max: 1.358932, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000543, LT: 1.875401, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 142, loss@min: 0.946773, loss@max: 1.362514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000542, LT: 1.875426, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 143, loss@min: 0.944562, loss@max: 1.360174, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000542, LT: 1.875382, Top1S: 100.000000, Top1T: 67.198578Best acc: 67.198578 Train:epoch: 144, loss@min: 0.947107, loss@max: 1.356942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000542, LT: 1.875373, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 145, loss@min: 0.943948, loss@max: 1.359885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000542, LT: 1.875381, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 146, loss@min: 0.945424, loss@max: 1.358484, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000542, LT: 1.875396, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 147, loss@min: 0.946199, loss@max: 1.357597, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000542, LT: 1.875409, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 148, loss@min: 0.945309, loss@max: 1.358435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000542, LT: 1.875414, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 149, loss@min: 0.944914, loss@max: 1.359218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000542, LT: 1.875415, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 150, loss@min: 0.946786, loss@max: 1.357089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000542, LT: 1.875415, Top1S: 100.000000, Top1T: 67.198578{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jul 27 23:30:40 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.935188, loss@max: 1.516000, Top1S acc: 100.000000, Top1T acc: 63.281250 Train:epoch: 2, loss@min: 2.971222, loss@max: 1.442947, Top1S acc: 100.000000, Top1T acc: 70.703125 Train:epoch: 3, loss@min: 2.233694, loss@max: 1.387424, Top1S acc: 100.000000, Top1T acc: 78.515625 Train:epoch: 4, loss@min: 1.692874, loss@max: 1.383614, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 5, loss@min: 1.317742, loss@max: 1.355477, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 6, loss@min: 1.081153, loss@max: 1.333413, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 7, loss@min: 1.062139, loss@max: 1.319039, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 1.027540, loss@max: 1.276483, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 0.936172, loss@max: 1.218571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.953347, loss@max: 1.220564, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 0.937501, loss@max: 1.218017, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.924985, loss@max: 1.207040, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 0.938319, loss@max: 1.205911, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 0.940630, loss@max: 1.211832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.915885, loss@max: 1.214147, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.929500, loss@max: 1.229612, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.915266, loss@max: 1.237934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.922148, loss@max: 1.240741, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.909421, loss@max: 1.245681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.924947, loss@max: 1.250918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.935966, loss@max: 1.263802, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.925526, loss@max: 1.251270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.925453, loss@max: 1.267151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.924823, loss@max: 1.268958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.932898, loss@max: 1.272674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.926969, loss@max: 1.273719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.925333, loss@max: 1.284172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.929947, loss@max: 1.287507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.936344, loss@max: 1.287021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.928948, loss@max: 1.294407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.935027, loss@max: 1.294162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.930411, loss@max: 1.302966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.930185, loss@max: 1.307736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.939276, loss@max: 1.301908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.933618, loss@max: 1.315258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.943227, loss@max: 1.313511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.935614, loss@max: 1.316503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.939126, loss@max: 1.317467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.940286, loss@max: 1.321860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.945593, loss@max: 1.323936, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 0.937190, loss@max: 1.329785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.950375, loss@max: 1.318997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.931509, loss@max: 1.340846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.941155, loss@max: 1.332565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.944219, loss@max: 1.332238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.935257, loss@max: 1.346522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.963139, loss@max: 1.325997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.929115, loss@max: 1.354726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.953592, loss@max: 1.332531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.948860, loss@max: 1.336652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.939037, loss@max: 1.347302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.955397, loss@max: 1.333734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.938914, loss@max: 1.351637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.946286, loss@max: 1.345232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.942016, loss@max: 1.348312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.940701, loss@max: 1.349697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.950348, loss@max: 1.343317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.940972, loss@max: 1.354160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.949876, loss@max: 1.344599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.948696, loss@max: 1.346735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.943287, loss@max: 1.353384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.950276, loss@max: 1.347497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.946210, loss@max: 1.351393, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.944456, loss@max: 1.354520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946876, loss@max: 1.352162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.944562, loss@max: 1.353664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.947689, loss@max: 1.350715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.950078, loss@max: 1.349710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.945935, loss@max: 1.354893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.947433, loss@max: 1.352790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.946614, loss@max: 1.353977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.948005, loss@max: 1.354139, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.948295, loss@max: 1.353632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.950012, loss@max: 1.353453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.948339, loss@max: 1.354223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.942873, loss@max: 1.359071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.948747, loss@max: 1.353590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.947525, loss@max: 1.355615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.944762, loss@max: 1.357759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.949999, loss@max: 1.353617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001761, LT: 2.307817, Top1S: 100.000000, Top1T: 66.725769Best acc: 66.725769 Train:epoch: 81, loss@min: 0.950999, loss@max: 1.351485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001757, LT: 2.310422, Top1S: 100.000000, Top1T: 66.843971Best acc: 66.843971 Train:epoch: 82, loss@min: 0.946318, loss@max: 1.357402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001753, LT: 2.313385, Top1S: 100.000000, Top1T: 66.962173Best acc: 66.962173 Train:epoch: 83, loss@min: 0.950673, loss@max: 1.352955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001747, LT: 2.315818, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 84, loss@min: 0.946635, loss@max: 1.357034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001743, LT: 2.318249, Top1S: 100.000000, Top1T: 67.080376Best acc: 67.080376 Train:epoch: 85, loss@min: 0.946041, loss@max: 1.359108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001740, LT: 2.319625, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 86, loss@min: 0.948746, loss@max: 1.354679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001735, LT: 2.320230, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 87, loss@min: 0.944862, loss@max: 1.358883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001731, LT: 2.315228, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 88, loss@min: 0.946820, loss@max: 1.356906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001728, LT: 2.312389, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 89, loss@min: 0.948727, loss@max: 1.355612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001724, LT: 2.311234, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 90, loss@min: 0.948573, loss@max: 1.355437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001720, LT: 2.311512, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 91, loss@min: 0.947514, loss@max: 1.356363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001717, LT: 2.312308, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 92, loss@min: 0.950305, loss@max: 1.354231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001714, LT: 2.313864, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 93, loss@min: 0.946893, loss@max: 1.357164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001710, LT: 2.316363, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 94, loss@min: 0.948427, loss@max: 1.356623, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001707, LT: 2.317688, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 95, loss@min: 0.949976, loss@max: 1.355180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001704, LT: 2.318816, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 96, loss@min: 0.946544, loss@max: 1.357565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001701, LT: 2.319923, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 97, loss@min: 0.946830, loss@max: 1.357508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001698, LT: 2.320627, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 98, loss@min: 0.948530, loss@max: 1.357914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001695, LT: 2.320993, Top1S: 100.000000, Top1T: 67.139481Best acc: 67.139481 Train:epoch: 99, loss@min: 0.949687, loss@max: 1.355171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001693, LT: 2.320990, Top1S: 100.000000, Top1T: 67.257683Best acc: 67.257683 Train:epoch: 100, loss@min: 0.946520, loss@max: 1.357720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001690, LT: 2.321986, Top1S: 100.000000, Top1T: 67.434990Best acc: 67.434990 Train:epoch: 101, loss@min: 0.949024, loss@max: 1.356576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001688, LT: 2.322835, Top1S: 100.000000, Top1T: 67.494087Best acc: 67.494087 Train:epoch: 102, loss@min: 0.949013, loss@max: 1.355953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001685, LT: 2.323794, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 103, loss@min: 0.947840, loss@max: 1.356411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001683, LT: 2.324781, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 104, loss@min: 0.947577, loss@max: 1.357361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001681, LT: 2.326108, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 105, loss@min: 0.948459, loss@max: 1.357009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001679, LT: 2.327260, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 106, loss@min: 0.948145, loss@max: 1.358390, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001677, LT: 2.327179, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 107, loss@min: 0.946743, loss@max: 1.358691, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001675, LT: 2.326168, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 108, loss@min: 0.948773, loss@max: 1.355652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001673, LT: 2.325656, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 109, loss@min: 0.948222, loss@max: 1.357847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001672, LT: 2.325838, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 110, loss@min: 0.947721, loss@max: 1.357615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001670, LT: 2.326271, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 111, loss@min: 0.949131, loss@max: 1.355209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001668, LT: 2.326393, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 112, loss@min: 0.948839, loss@max: 1.355497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001667, LT: 2.326836, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 113, loss@min: 0.949365, loss@max: 1.358614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001665, LT: 2.327521, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 114, loss@min: 0.948639, loss@max: 1.356999, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001664, LT: 2.328393, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 115, loss@min: 0.948956, loss@max: 1.356692, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001662, LT: 2.329486, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 116, loss@min: 0.946781, loss@max: 1.358851, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001661, LT: 2.330290, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 117, loss@min: 0.948815, loss@max: 1.357557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001660, LT: 2.330973, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 118, loss@min: 0.947626, loss@max: 1.358677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001659, LT: 2.330442, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 119, loss@min: 0.947538, loss@max: 1.357127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001658, LT: 2.330574, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 120, loss@min: 0.947518, loss@max: 1.358158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001657, LT: 2.330893, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 121, loss@min: 0.949790, loss@max: 1.354845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001655, LT: 2.331227, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 122, loss@min: 0.948886, loss@max: 1.355311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001655, LT: 2.331532, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 123, loss@min: 0.948055, loss@max: 1.356827, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001654, LT: 2.331803, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 124, loss@min: 0.946418, loss@max: 1.360425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001653, LT: 2.332153, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 125, loss@min: 0.949076, loss@max: 1.355572, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001653, LT: 2.332656, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 126, loss@min: 0.947527, loss@max: 1.357766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001652, LT: 2.333187, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 127, loss@min: 0.948794, loss@max: 1.356270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001651, LT: 2.333599, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 128, loss@min: 0.948919, loss@max: 1.356542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001651, LT: 2.333992, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 129, loss@min: 0.947994, loss@max: 1.357589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001650, LT: 2.334269, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 130, loss@min: 0.946585, loss@max: 1.359318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001650, LT: 2.334466, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 131, loss@min: 0.947273, loss@max: 1.359030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001649, LT: 2.334613, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 132, loss@min: 0.948499, loss@max: 1.357125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001649, LT: 2.334674, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 133, loss@min: 0.948140, loss@max: 1.356755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001648, LT: 2.334677, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 134, loss@min: 0.947895, loss@max: 1.356886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001648, LT: 2.334808, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 135, loss@min: 0.947934, loss@max: 1.356955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001648, LT: 2.334910, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 136, loss@min: 0.948220, loss@max: 1.357054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001648, LT: 2.334944, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 137, loss@min: 0.949434, loss@max: 1.356726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001647, LT: 2.334896, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 138, loss@min: 0.947192, loss@max: 1.357258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001647, LT: 2.334826, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 139, loss@min: 0.949282, loss@max: 1.355933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001647, LT: 2.334795, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 140, loss@min: 0.946593, loss@max: 1.358486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001647, LT: 2.334777, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 141, loss@min: 0.947132, loss@max: 1.358079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001647, LT: 2.334805, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 142, loss@min: 0.951527, loss@max: 1.362008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001647, LT: 2.334809, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 143, loss@min: 0.948666, loss@max: 1.358355, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001647, LT: 2.334621, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 144, loss@min: 0.948540, loss@max: 1.356828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001647, LT: 2.334526, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 145, loss@min: 0.947524, loss@max: 1.357852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001647, LT: 2.334472, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 146, loss@min: 0.946454, loss@max: 1.358878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001647, LT: 2.334463, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 147, loss@min: 0.947351, loss@max: 1.357525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001647, LT: 2.334464, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 148, loss@min: 0.947204, loss@max: 1.357426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001647, LT: 2.334465, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 149, loss@min: 0.946537, loss@max: 1.358921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001647, LT: 2.334465, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 150, loss@min: 0.947654, loss@max: 1.358074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001647, LT: 2.334465, Top1S: 100.000000, Top1T: 67.080376{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jul 28 00:52:42 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.510686, loss@max: 1.680259, Top1S acc: 100.000000, Top1T acc: 54.687500 Train:epoch: 2, loss@min: 4.144014, loss@max: 1.802263, Top1S acc: 100.000000, Top1T acc: 52.734375 Train:epoch: 3, loss@min: 3.663148, loss@max: 1.858992, Top1S acc: 100.000000, Top1T acc: 57.812500 Train:epoch: 4, loss@min: 3.321287, loss@max: 1.912551, Top1S acc: 100.000000, Top1T acc: 64.062500 Train:epoch: 5, loss@min: 2.902139, loss@max: 1.882353, Top1S acc: 100.000000, Top1T acc: 72.656250 Train:epoch: 6, loss@min: 2.702551, loss@max: 1.874246, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 7, loss@min: 2.329777, loss@max: 1.773407, Top1S acc: 100.000000, Top1T acc: 80.078125 Train:epoch: 8, loss@min: 2.245903, loss@max: 1.742086, Top1S acc: 100.000000, Top1T acc: 76.562500 Train:epoch: 9, loss@min: 2.157005, loss@max: 1.700620, Top1S acc: 100.000000, Top1T acc: 82.812500 Train:epoch: 10, loss@min: 2.064869, loss@max: 1.657264, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 11, loss@min: 2.026627, loss@max: 1.627543, Top1S acc: 100.000000, Top1T acc: 83.593750 Train:epoch: 12, loss@min: 1.787004, loss@max: 1.560656, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 13, loss@min: 1.682476, loss@max: 1.530037, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 14, loss@min: 1.633417, loss@max: 1.529023, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 15, loss@min: 1.482328, loss@max: 1.485786, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 16, loss@min: 1.416093, loss@max: 1.489326, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 17, loss@min: 1.452148, loss@max: 1.510254, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 18, loss@min: 1.382912, loss@max: 1.499381, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 19, loss@min: 1.289884, loss@max: 1.465046, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 20, loss@min: 1.297491, loss@max: 1.475727, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 21, loss@min: 1.284197, loss@max: 1.476629, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 22, loss@min: 1.154094, loss@max: 1.433120, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 1.225921, loss@max: 1.451650, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 24, loss@min: 1.186365, loss@max: 1.457344, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 25, loss@min: 1.124217, loss@max: 1.420421, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 26, loss@min: 1.107784, loss@max: 1.423960, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 1.082503, loss@max: 1.409796, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 28, loss@min: 1.089068, loss@max: 1.422011, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 29, loss@min: 1.071734, loss@max: 1.409049, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 30, loss@min: 1.052575, loss@max: 1.398930, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.056129, loss@max: 1.409184, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 32, loss@min: 1.040360, loss@max: 1.397975, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.019585, loss@max: 1.392308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.006181, loss@max: 1.384324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.034109, loss@max: 1.405782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.067119, loss@max: 1.402958, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 37, loss@min: 1.012420, loss@max: 1.390886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.016639, loss@max: 1.393918, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.024073, loss@max: 1.407793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.994349, loss@max: 1.385420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.993128, loss@max: 1.382807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.010915, loss@max: 1.390992, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 0.985046, loss@max: 1.382386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.995113, loss@max: 1.390016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.992593, loss@max: 1.387768, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.987906, loss@max: 1.388126, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 1.007934, loss@max: 1.391064, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 48, loss@min: 0.981256, loss@max: 1.387577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.977612, loss@max: 1.382724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.980431, loss@max: 1.376794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.976169, loss@max: 1.382859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.982637, loss@max: 1.387604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.981229, loss@max: 1.384887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.976466, loss@max: 1.383326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.975092, loss@max: 1.383872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.965197, loss@max: 1.379673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.973914, loss@max: 1.382827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.972332, loss@max: 1.380547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.970577, loss@max: 1.377954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.977961, loss@max: 1.388827, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.981913, loss@max: 1.386986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.970615, loss@max: 1.385477, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.971502, loss@max: 1.377507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.974784, loss@max: 1.385055, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.973216, loss@max: 1.385170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.961545, loss@max: 1.376164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.973573, loss@max: 1.379409, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 0.964307, loss@max: 1.382771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.969967, loss@max: 1.385101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.972259, loss@max: 1.379224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.965400, loss@max: 1.384158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.972628, loss@max: 1.380182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.972869, loss@max: 1.382642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.967052, loss@max: 1.380141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.968219, loss@max: 1.383054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.958593, loss@max: 1.373048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.962705, loss@max: 1.375389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.967478, loss@max: 1.382486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.960383, loss@max: 1.378050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.971263, loss@max: 1.380478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001582, LT: 1.643048, Top1S: 100.000000, Top1T: 67.139481Best acc: 67.139481 Train:epoch: 81, loss@min: 0.961594, loss@max: 1.369110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001575, LT: 1.646113, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 82, loss@min: 0.967212, loss@max: 1.381661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001570, LT: 1.648577, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 83, loss@min: 0.963959, loss@max: 1.376419, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001565, LT: 1.649762, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 84, loss@min: 0.961671, loss@max: 1.383714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001560, LT: 1.650574, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 85, loss@min: 0.958366, loss@max: 1.375904, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001554, LT: 1.651299, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 86, loss@min: 0.962235, loss@max: 1.375188, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001549, LT: 1.652196, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 87, loss@min: 0.962823, loss@max: 1.377937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001545, LT: 1.652792, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 88, loss@min: 0.957845, loss@max: 1.375499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001540, LT: 1.653276, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 89, loss@min: 0.961437, loss@max: 1.377061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001535, LT: 1.653216, Top1S: 100.000000, Top1T: 67.198578Best acc: 67.198578 Train:epoch: 90, loss@min: 0.964115, loss@max: 1.375890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001531, LT: 1.654098, Top1S: 100.000000, Top1T: 67.553192Best acc: 67.553192 Train:epoch: 91, loss@min: 0.960151, loss@max: 1.374541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001526, LT: 1.656596, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 92, loss@min: 0.958617, loss@max: 1.369190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001523, LT: 1.658563, Top1S: 100.000000, Top1T: 67.730499Best acc: 67.730499 Train:epoch: 93, loss@min: 0.961677, loss@max: 1.376558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001519, LT: 1.660779, Top1S: 100.000000, Top1T: 67.907799Best acc: 67.907799 Train:epoch: 94, loss@min: 0.965039, loss@max: 1.378952, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001515, LT: 1.662691, Top1S: 100.000000, Top1T: 67.789597 Train:epoch: 95, loss@min: 0.959702, loss@max: 1.371748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001511, LT: 1.664375, Top1S: 100.000000, Top1T: 67.789597 Train:epoch: 96, loss@min: 0.962057, loss@max: 1.377638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001508, LT: 1.666508, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 97, loss@min: 0.961133, loss@max: 1.375402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001505, LT: 1.668416, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 98, loss@min: 0.962745, loss@max: 1.379141, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001501, LT: 1.669917, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 99, loss@min: 0.959860, loss@max: 1.375477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001498, LT: 1.670589, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 100, loss@min: 0.961053, loss@max: 1.373858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001495, LT: 1.671278, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 101, loss@min: 0.963221, loss@max: 1.376415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001492, LT: 1.671670, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 102, loss@min: 0.956797, loss@max: 1.373981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001489, LT: 1.671325, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 103, loss@min: 0.955111, loss@max: 1.368850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001486, LT: 1.670905, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 104, loss@min: 0.957900, loss@max: 1.375270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001484, LT: 1.671241, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 105, loss@min: 0.961296, loss@max: 1.376550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001481, LT: 1.671600, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 106, loss@min: 0.965892, loss@max: 1.377050, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 106, LS: 0.001479, LT: 1.671505, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 107, loss@min: 0.958610, loss@max: 1.378666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001477, LT: 1.671340, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 108, loss@min: 0.957480, loss@max: 1.373002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001474, LT: 1.671756, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 109, loss@min: 0.957801, loss@max: 1.371030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001472, LT: 1.672226, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 110, loss@min: 0.957621, loss@max: 1.369855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001470, LT: 1.672463, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 111, loss@min: 0.957166, loss@max: 1.371068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001469, LT: 1.672640, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 112, loss@min: 0.955817, loss@max: 1.372616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001467, LT: 1.673245, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 113, loss@min: 0.959295, loss@max: 1.374102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001465, LT: 1.674173, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 114, loss@min: 0.959004, loss@max: 1.375344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001463, LT: 1.675326, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 115, loss@min: 0.962119, loss@max: 1.375401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001462, LT: 1.676770, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 116, loss@min: 0.959307, loss@max: 1.375347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001460, LT: 1.677962, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 117, loss@min: 0.966928, loss@max: 1.381184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001459, LT: 1.678955, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 118, loss@min: 0.959896, loss@max: 1.373844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001458, LT: 1.679363, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 119, loss@min: 0.954987, loss@max: 1.370035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001457, LT: 1.679884, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 120, loss@min: 0.959457, loss@max: 1.375730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001455, LT: 1.680211, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 121, loss@min: 0.956514, loss@max: 1.368357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001454, LT: 1.680704, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 122, loss@min: 0.955634, loss@max: 1.368877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001453, LT: 1.681087, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 123, loss@min: 0.961035, loss@max: 1.374934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001452, LT: 1.681508, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 124, loss@min: 0.960945, loss@max: 1.376260, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001451, LT: 1.681705, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 125, loss@min: 0.956986, loss@max: 1.373980, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001450, LT: 1.681919, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 126, loss@min: 0.957141, loss@max: 1.374268, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001450, LT: 1.682263, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 127, loss@min: 0.961488, loss@max: 1.374768, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001449, LT: 1.682624, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 128, loss@min: 0.959553, loss@max: 1.372735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001448, LT: 1.683079, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 129, loss@min: 0.959127, loss@max: 1.372756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001448, LT: 1.683380, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 130, loss@min: 0.956228, loss@max: 1.373738, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001447, LT: 1.683605, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 131, loss@min: 0.959526, loss@max: 1.372850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001447, LT: 1.683698, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 132, loss@min: 0.960788, loss@max: 1.374716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001446, LT: 1.683698, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 133, loss@min: 0.960305, loss@max: 1.373546, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 133, LS: 0.001446, LT: 1.683687, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 134, loss@min: 0.956665, loss@max: 1.372132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001446, LT: 1.683706, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 135, loss@min: 0.958703, loss@max: 1.374807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001445, LT: 1.683798, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 136, loss@min: 0.962133, loss@max: 1.375864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001445, LT: 1.683936, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 137, loss@min: 0.958590, loss@max: 1.370205, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001445, LT: 1.684042, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 138, loss@min: 0.954605, loss@max: 1.368577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001445, LT: 1.684140, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 139, loss@min: 0.956347, loss@max: 1.366770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001444, LT: 1.684218, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 140, loss@min: 0.958709, loss@max: 1.374764, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001444, LT: 1.684285, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 141, loss@min: 0.957369, loss@max: 1.373286, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001444, LT: 1.684353, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 142, loss@min: 0.983559, loss@max: 1.382980, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 142, LS: 0.001444, LT: 1.684385, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 143, loss@min: 0.960698, loss@max: 1.374879, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001444, LT: 1.684382, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 144, loss@min: 0.957172, loss@max: 1.368405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001444, LT: 1.684385, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 145, loss@min: 0.956728, loss@max: 1.372574, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001444, LT: 1.684389, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 146, loss@min: 0.955874, loss@max: 1.374211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001444, LT: 1.684405, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 147, loss@min: 0.957898, loss@max: 1.372579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001444, LT: 1.684416, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 148, loss@min: 0.953647, loss@max: 1.369050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001444, LT: 1.684421, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 149, loss@min: 0.957088, loss@max: 1.372943, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001444, LT: 1.684422, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 150, loss@min: 0.956264, loss@max: 1.372428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001444, LT: 1.684422, Top1S: 100.000000, Top1T: 67.494087{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jul 28 01:57:23 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.221536, loss@max: 2.004691, Top1S acc: 100.000000, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 5.146733, loss@max: 1.843134, Top1S acc: 100.000000, Top1T acc: 46.808510 Train:epoch: 3, loss@min: 4.575261, loss@max: 1.795753, Top1S acc: 100.000000, Top1T acc: 51.063828 Train:epoch: 4, loss@min: 3.792042, loss@max: 1.694804, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 5, loss@min: 3.439982, loss@max: 1.686226, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 2.875720, loss@max: 1.629147, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 7, loss@min: 2.531438, loss@max: 1.602068, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 8, loss@min: 2.187637, loss@max: 1.562750, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 9, loss@min: 1.965806, loss@max: 1.556869, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 10, loss@min: 1.738927, loss@max: 1.540220, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 1.464995, loss@max: 1.498525, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 12, loss@min: 1.412573, loss@max: 1.530656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.246202, loss@max: 1.486960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.170208, loss@max: 1.481385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.072477, loss@max: 1.454806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.996373, loss@max: 1.420285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.980956, loss@max: 1.417028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.958833, loss@max: 1.403658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.942656, loss@max: 1.381089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.953253, loss@max: 1.373213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.952520, loss@max: 1.359498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.938601, loss@max: 1.334889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.939518, loss@max: 1.336343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.953177, loss@max: 1.338026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.945612, loss@max: 1.340064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.938714, loss@max: 1.324566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.959218, loss@max: 1.328844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.947839, loss@max: 1.328408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.937245, loss@max: 1.331630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.937118, loss@max: 1.325524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.944601, loss@max: 1.339822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.948134, loss@max: 1.343158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.935794, loss@max: 1.329020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.937844, loss@max: 1.333900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.931494, loss@max: 1.338323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.944466, loss@max: 1.337827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.947747, loss@max: 1.332934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.957205, loss@max: 1.329203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.985708, loss@max: 1.346555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.958872, loss@max: 1.326452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.960703, loss@max: 1.330921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.957727, loss@max: 1.327134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.957889, loss@max: 1.335955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.955818, loss@max: 1.332985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.957429, loss@max: 1.333665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.955463, loss@max: 1.338105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.952654, loss@max: 1.339296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.956655, loss@max: 1.333529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.955084, loss@max: 1.342404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.958911, loss@max: 1.338743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.958103, loss@max: 1.343025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.959886, loss@max: 1.343011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.955463, loss@max: 1.344207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.949706, loss@max: 1.352194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.948149, loss@max: 1.359106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.949420, loss@max: 1.352853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.947658, loss@max: 1.363841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.948112, loss@max: 1.357641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.952454, loss@max: 1.355403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.953054, loss@max: 1.354241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.954299, loss@max: 1.353479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954590, loss@max: 1.351601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.947799, loss@max: 1.364306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949742, loss@max: 1.360183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.950350, loss@max: 1.359170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947864, loss@max: 1.366366, 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loss@max: 1.362598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954878, loss@max: 1.364593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.952423, loss@max: 1.360515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954532, loss@max: 1.360482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955124, loss@max: 1.355973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002361, LT: 1.994824, Top1S: 100.000000, Top1T: 50.472813Best acc: 50.472813 Train:epoch: 81, loss@min: 0.955275, loss@max: 1.360168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002359, LT: 1.995331, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 82, loss@min: 0.952023, loss@max: 1.363190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002356, LT: 1.995787, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 83, loss@min: 0.945703, loss@max: 1.367801, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002352, LT: 1.996254, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 84, loss@min: 0.983040, loss@max: 1.383704, Top1S acc: 100.000000, Top1T acc: 97.872337 Test:epoch: 84, LS: 0.002349, LT: 1.996177, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 85, loss@min: 0.953604, loss@max: 1.362518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002346, LT: 1.996216, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 86, loss@min: 0.950249, loss@max: 1.361750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002343, LT: 1.996355, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 87, loss@min: 0.957536, loss@max: 1.370329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002340, LT: 1.996761, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 88, loss@min: 0.950626, loss@max: 1.363725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002337, LT: 1.997188, Top1S: 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Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002322, LT: 1.999419, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 95, loss@min: 0.954916, loss@max: 1.361659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002319, LT: 1.999820, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 96, loss@min: 0.949625, loss@max: 1.370269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002317, LT: 2.000298, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 97, loss@min: 0.952409, loss@max: 1.363343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002315, LT: 2.000741, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 98, loss@min: 0.952558, loss@max: 1.363538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002313, LT: 2.001123, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 99, loss@min: 0.952328, loss@max: 1.364504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002311, LT: 2.001419, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 100, loss@min: 0.951072, loss@max: 1.363611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002309, LT: 2.001639, Top1S: 100.000000, Top1T: 50.591015Best acc: 50.591015 Train:epoch: 101, loss@min: 0.956776, loss@max: 1.357847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002307, LT: 2.001846, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 102, loss@min: 0.953522, loss@max: 1.364460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002305, LT: 2.002031, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 103, loss@min: 0.953025, loss@max: 1.362335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002303, LT: 2.002191, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 104, loss@min: 0.954315, loss@max: 1.362354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002302, LT: 2.002352, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 105, loss@min: 0.953037, loss@max: 1.362447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002300, LT: 2.002497, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 106, loss@min: 0.955685, loss@max: 1.364465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002298, LT: 2.002673, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 107, loss@min: 0.950572, loss@max: 1.365201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002297, LT: 2.002835, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 108, loss@min: 0.952980, loss@max: 1.360913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002296, LT: 2.002986, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 109, loss@min: 0.951231, loss@max: 1.363000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002294, LT: 2.003130, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 110, loss@min: 0.948508, loss@max: 1.366355, Top1S acc: 100.000000, Top1T acc: 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Top1T: 50.531914 Train:epoch: 116, loss@min: 0.950234, loss@max: 1.365034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002286, LT: 2.003708, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 117, loss@min: 0.951629, loss@max: 1.367628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002285, LT: 2.003742, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 118, loss@min: 0.951640, loss@max: 1.362534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002284, LT: 2.003777, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 119, loss@min: 0.950547, loss@max: 1.363758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002283, LT: 2.003804, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 120, loss@min: 0.955077, loss@max: 1.361122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002282, LT: 2.003798, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 121, loss@min: 0.955103, loss@max: 1.365199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002281, LT: 2.003796, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 122, loss@min: 0.950609, loss@max: 1.364767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002280, LT: 2.003783, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 123, loss@min: 0.955199, loss@max: 1.359750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002280, LT: 2.003767, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 124, loss@min: 0.957830, loss@max: 1.363875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002279, LT: 2.003770, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 125, loss@min: 0.954059, loss@max: 1.361102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002279, LT: 2.003776, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 126, loss@min: 0.951321, loss@max: 1.362967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002278, LT: 2.003795, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 127, loss@min: 0.953117, loss@max: 1.361464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002278, LT: 2.003823, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 128, loss@min: 0.950953, loss@max: 1.363213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002277, LT: 2.003856, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 129, loss@min: 0.951787, loss@max: 1.366119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002277, LT: 2.003891, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 130, loss@min: 0.950902, loss@max: 1.364105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002276, LT: 2.003920, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 131, loss@min: 0.948767, loss@max: 1.366737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002276, LT: 2.003952, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 132, loss@min: 0.949941, loss@max: 1.365607, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002276, LT: 2.003988, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 133, loss@min: 0.951877, loss@max: 1.362291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002275, LT: 2.004018, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 134, loss@min: 0.949576, loss@max: 1.363878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002275, LT: 2.004046, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 135, loss@min: 0.953417, loss@max: 1.360379, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002275, LT: 2.004067, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 136, loss@min: 0.951528, loss@max: 1.363703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002275, LT: 2.004089, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 137, loss@min: 0.953513, loss@max: 1.360404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002275, LT: 2.004108, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 138, loss@min: 0.951487, loss@max: 1.362781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002274, LT: 2.004124, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 139, loss@min: 0.953508, loss@max: 1.362570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002274, LT: 2.004137, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 140, loss@min: 0.950646, loss@max: 1.364537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002274, LT: 2.004145, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 141, loss@min: 0.953479, loss@max: 1.365386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002274, LT: 2.004151, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 142, loss@min: 0.950147, loss@max: 1.365119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002274, LT: 2.004155, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 143, loss@min: 0.951248, loss@max: 1.364620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002274, LT: 2.004158, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 144, loss@min: 0.950177, loss@max: 1.365038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002274, LT: 2.004160, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 145, loss@min: 0.951484, loss@max: 1.365858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002274, LT: 2.004161, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 146, loss@min: 0.951749, loss@max: 1.362194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 147, loss@min: 0.952640, loss@max: 1.365709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 148, loss@min: 0.952798, loss@max: 1.362005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 149, loss@min: 0.952205, loss@max: 1.365512, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 150, loss@min: 0.950644, loss@max: 1.365724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 ------------------------------------------- Fri Jul 28 03:27:16 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jul 28 09:53:24 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.221536, loss@max: 2.004691, Top1S acc: 100.000000, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 5.146733, loss@max: 1.843134, Top1S acc: 100.000000, Top1T acc: 46.808510 Train:epoch: 3, loss@min: 4.575261, loss@max: 1.795753, Top1S acc: 100.000000, Top1T acc: 51.063828 Train:epoch: 4, loss@min: 3.792042, loss@max: 1.694804, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 5, loss@min: 3.439982, loss@max: 1.686226, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 2.875720, loss@max: 1.629147, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 7, loss@min: 2.531438, loss@max: 1.602068, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 8, loss@min: 2.187637, loss@max: 1.562750, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 9, loss@min: 1.965806, loss@max: 1.556869, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 10, loss@min: 1.738927, loss@max: 1.540220, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 1.464995, loss@max: 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Train:epoch: 31, loss@min: 0.944601, loss@max: 1.339822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.948134, loss@max: 1.343158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.935794, loss@max: 1.329020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.937844, loss@max: 1.333900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.931494, loss@max: 1.338323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.944466, loss@max: 1.337827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.947747, loss@max: 1.332934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.957205, loss@max: 1.329203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.985708, loss@max: 1.346555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.958872, loss@max: 1.326452, Top1S acc: 100.000000, 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loss@max: 1.354241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.954299, loss@max: 1.353479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954590, loss@max: 1.351601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.947799, loss@max: 1.364306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949742, loss@max: 1.360183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.950350, loss@max: 1.359170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947864, loss@max: 1.366366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.951131, loss@max: 1.360642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.953025, loss@max: 1.362060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.946551, loss@max: 1.362233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.947991, loss@max: 1.362604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.950072, loss@max: 1.361359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.949359, loss@max: 1.365115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.943907, loss@max: 1.367741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.945947, loss@max: 1.365488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.953932, loss@max: 1.359613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.953776, loss@max: 1.362598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954878, loss@max: 1.364593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.952423, loss@max: 1.360515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954532, loss@max: 1.360482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955124, loss@max: 1.355973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002361, LT: 1.994824, Top1S: 100.000000, Top1T: 50.472813Best acc: 50.472813 Train:epoch: 81, loss@min: 0.955275, loss@max: 1.360168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002359, LT: 1.995331, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 82, loss@min: 0.952023, loss@max: 1.363190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002356, LT: 1.995787, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 83, loss@min: 0.945703, loss@max: 1.367801, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002352, LT: 1.996255, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 84, loss@min: 0.983040, loss@max: 1.383704, Top1S acc: 100.000000, Top1T acc: 97.872337 Test:epoch: 84, LS: 0.002349, LT: 1.996178, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 85, loss@min: 0.953604, loss@max: 1.362518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002346, LT: 1.996217, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 86, loss@min: 0.950249, loss@max: 1.361750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002343, LT: 1.996355, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 87, loss@min: 0.957536, loss@max: 1.370329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002340, LT: 1.996761, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 88, loss@min: 0.950626, loss@max: 1.363725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002337, LT: 1.997188, Top1S: 100.000000, Top1T: 50.295509 Train:epoch: 89, loss@min: 0.951128, loss@max: 1.364666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002335, LT: 1.997634, Top1S: 100.000000, Top1T: 50.295509 Train:epoch: 90, loss@min: 0.952214, loss@max: 1.361459, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jul 28 09:58:30 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.780573, loss@max: 1.648758, Top1S acc: 100.000000, Top1T acc: 57.446808 Train:epoch: 2, loss@min: 2.825093, loss@max: 1.254855, Top1S acc: 100.000000, Top1T acc: 82.978722 Train:epoch: 3, loss@min: 1.709192, loss@max: 1.051794, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 4, loss@min: 1.321398, loss@max: 1.024453, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 1.159640, loss@max: 1.054808, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 6, loss@min: 1.040663, loss@max: 1.100265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.933829, loss@max: 1.126119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.896822, loss@max: 1.171303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.871589, loss@max: 1.202944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.853068, loss@max: 1.213426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.847259, loss@max: 1.229660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.854795, loss@max: 1.232653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.862384, loss@max: 1.237033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.864340, loss@max: 1.246117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.858150, loss@max: 1.261710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.850065, loss@max: 1.278839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.842827, loss@max: 1.301426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.844743, loss@max: 1.304320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.846491, loss@max: 1.310071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.856229, loss@max: 1.310195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.871352, loss@max: 1.299309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.885858, loss@max: 1.291146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.890204, loss@max: 1.292670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.897156, loss@max: 1.294616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.890697, loss@max: 1.309760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.898946, loss@max: 1.303534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.908754, loss@max: 1.299755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.926921, loss@max: 1.286223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.927461, loss@max: 1.290955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.950180, loss@max: 1.275430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.948207, loss@max: 1.282222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.948470, loss@max: 1.283906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.944932, loss@max: 1.293004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.939591, loss@max: 1.302009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.941128, loss@max: 1.305309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.949608, loss@max: 1.299431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.957322, loss@max: 1.295546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.965997, loss@max: 1.292820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.973562, loss@max: 1.307106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.958054, loss@max: 1.304455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.947715, loss@max: 1.318318, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.941236, loss@max: 1.326580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.940508, loss@max: 1.331392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.946049, loss@max: 1.326803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.954070, loss@max: 1.319607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.948178, loss@max: 1.329189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.951309, loss@max: 1.327877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.950893, loss@max: 1.330841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.943729, loss@max: 1.338406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.939499, loss@max: 1.345585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.934740, loss@max: 1.351448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.935145, loss@max: 1.351928, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.942958, loss@max: 1.344483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.953507, loss@max: 1.337788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.936961, loss@max: 1.355169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.946141, loss@max: 1.345713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.947852, loss@max: 1.346420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.946713, loss@max: 1.346977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.949682, loss@max: 1.344541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.941387, loss@max: 1.354026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.936998, loss@max: 1.359257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.937909, loss@max: 1.359605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.942882, loss@max: 1.354568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.944242, loss@max: 1.354194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.952200, loss@max: 1.347155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.955334, loss@max: 1.346088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.954054, loss@max: 1.345586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.954856, loss@max: 1.346055, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.943734, loss@max: 1.357799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.941949, loss@max: 1.358494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.945994, loss@max: 1.354809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.939147, loss@max: 1.362803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.944052, loss@max: 1.357987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.950758, loss@max: 1.351792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.958431, loss@max: 1.344828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.954933, loss@max: 1.348070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.944658, loss@max: 1.358314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.951012, loss@max: 1.352489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.944732, loss@max: 1.359032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.946994, loss@max: 1.356821, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002397, LT: 5.174114, Top1S: 100.000000, Top1T: 38.593380Best acc: 38.593380 Train:epoch: 81, loss@min: 0.951363, loss@max: 1.352121, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jul 28 10:00:03 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.794908, loss@max: 2.147158, Top1S acc: 100.000000, Top1T acc: 36.170212 Train:epoch: 2, loss@min: 6.109662, loss@max: 2.078839, Top1S acc: 100.000000, Top1T acc: 40.425533 Train:epoch: 3, loss@min: 5.892900, loss@max: 2.111115, Top1S acc: 100.000000, Top1T acc: 40.425533 Train:epoch: 4, loss@min: 5.231454, loss@max: 2.031802, Top1S acc: 100.000000, Top1T acc: 51.063828 Train:epoch: 5, loss@min: 5.162868, loss@max: 2.083356, Top1S acc: 100.000000, Top1T acc: 48.936169 Train:epoch: 6, loss@min: 4.611489, loss@max: 2.027894, Top1S acc: 100.000000, Top1T acc: 59.574467 Train:epoch: 7, loss@min: 4.382086, loss@max: 2.021976, Top1S acc: 100.000000, Top1T acc: 61.702126 Train:epoch: 8, loss@min: 3.867572, loss@max: 1.955653, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 9, loss@min: 3.835726, loss@max: 1.991731, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 10, loss@min: 3.655311, loss@max: 2.006526, Top1S acc: 100.000000, Top1T acc: 68.085106 Train:epoch: 11, loss@min: 3.269899, loss@max: 1.948408, Top1S acc: 100.000000, Top1T acc: 74.468086 Train:epoch: 12, loss@min: 3.257675, loss@max: 2.019096, Top1S acc: 100.000000, Top1T acc: 74.468086 Train:epoch: 13, loss@min: 2.921524, loss@max: 1.948925, Top1S acc: 100.000000, Top1T acc: 82.978722 Train:epoch: 14, loss@min: 2.583692, loss@max: 1.923674, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 15, loss@min: 2.414432, loss@max: 1.895191, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 16, loss@min: 2.163658, loss@max: 1.838909, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 17, loss@min: 2.154842, loss@max: 1.863251, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 18, loss@min: 2.012143, loss@max: 1.859561, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 19, loss@min: 1.849944, loss@max: 1.803618, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 20, loss@min: 1.774564, loss@max: 1.797737, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 21, loss@min: 1.830127, loss@max: 1.825699, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 22, loss@min: 1.578016, loss@max: 1.718858, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 23, loss@min: 1.494317, loss@max: 1.715080, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 24, loss@min: 1.558805, loss@max: 1.744822, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 25, loss@min: 1.486930, loss@max: 1.702191, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 26, loss@min: 1.362535, loss@max: 1.662959, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 27, loss@min: 1.298162, loss@max: 1.644207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.305945, loss@max: 1.634633, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 29, loss@min: 1.310941, loss@max: 1.629037, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 30, loss@min: 1.250225, loss@max: 1.600180, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 31, loss@min: 1.277468, loss@max: 1.638315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.291169, loss@max: 1.611133, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 33, loss@min: 1.117718, loss@max: 1.520182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.142907, loss@max: 1.542495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.094346, loss@max: 1.519232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.107303, loss@max: 1.529670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.143145, loss@max: 1.539668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.099790, loss@max: 1.515305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.096619, loss@max: 1.506324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.068776, loss@max: 1.480838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.084810, loss@max: 1.488654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.047343, loss@max: 1.457514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.072685, loss@max: 1.490072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.038562, loss@max: 1.450109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.046826, loss@max: 1.461826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.043993, loss@max: 1.462634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.023450, loss@max: 1.438291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.020170, loss@max: 1.423408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.030065, loss@max: 1.447836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.022454, loss@max: 1.425693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.029925, loss@max: 1.431863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.034731, loss@max: 1.437114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.017040, loss@max: 1.416971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.016944, loss@max: 1.427750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.028847, loss@max: 1.450938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.997352, loss@max: 1.416706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.013815, loss@max: 1.456064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.002351, loss@max: 1.434969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.016633, loss@max: 1.443879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.006511, loss@max: 1.432787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.004743, loss@max: 1.426099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.005685, loss@max: 1.417804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.011382, loss@max: 1.439754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.995077, loss@max: 1.422023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.995223, loss@max: 1.421625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.006549, loss@max: 1.446120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.997249, loss@max: 1.422989, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.003064, loss@max: 1.437275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.983219, loss@max: 1.407490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.985129, loss@max: 1.408112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.987332, loss@max: 1.415101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.985900, loss@max: 1.418286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.985187, loss@max: 1.416555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.978397, loss@max: 1.413003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.987417, loss@max: 1.414420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.012501, loss@max: 1.434362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.995123, loss@max: 1.422536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.987221, loss@max: 1.413209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.989946, loss@max: 1.418428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.980343, loss@max: 1.394181, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002618, LT: 1.881101, Top1S: 100.000000, Top1T: 50.709221Best acc: 50.709221 Train:epoch: 81, loss@min: 0.996711, loss@max: 1.420278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002614, LT: 1.881289, Top1S: 100.000000, Top1T: 50.709221 Train:epoch: 82, loss@min: 0.985521, loss@max: 1.410432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002611, LT: 1.881462, Top1S: 100.000000, Top1T: 50.709221 Train:epoch: 83, loss@min: 0.981293, loss@max: 1.414700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002608, LT: 1.881656, Top1S: 100.000000, Top1T: 50.768322Best acc: 50.768322 Train:epoch: 84, loss@min: 1.047423, loss@max: 1.432480, Top1S acc: 100.000000, Top1T acc: 97.872337 Test:epoch: 84, LS: 0.002605, LT: 1.881549, Top1S: 100.000000, Top1T: 50.886524Best acc: 50.886524 Train:epoch: 85, loss@min: 0.993361, loss@max: 1.418083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002602, LT: 1.881535, Top1S: 100.000000, Top1T: 50.945625Best acc: 50.945625 Train:epoch: 86, loss@min: 0.981178, loss@max: 1.406134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002598, LT: 1.881561, Top1S: 100.000000, Top1T: 51.004726Best acc: 51.004726 Train:epoch: 87, loss@min: 1.012021, loss@max: 1.432021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002595, LT: 1.881683, Top1S: 100.000000, Top1T: 51.004726 Train:epoch: 88, loss@min: 0.979063, loss@max: 1.404386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002591, LT: 1.881807, Top1S: 100.000000, Top1T: 51.004726 Train:epoch: 89, loss@min: 0.981397, loss@max: 1.409400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002588, LT: 1.881904, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 90, loss@min: 0.985476, loss@max: 1.415127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002585, LT: 1.881902, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 91, loss@min: 0.979890, loss@max: 1.404557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002582, LT: 1.881910, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 92, loss@min: 1.000496, loss@max: 1.428816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002580, LT: 1.881917, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 93, loss@min: 0.987047, loss@max: 1.414867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002577, LT: 1.881864, Top1S: 100.000000, Top1T: 51.004726 Train:epoch: 94, loss@min: 0.985966, loss@max: 1.413803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002575, LT: 1.881800, Top1S: 100.000000, Top1T: 51.004726 Train:epoch: 95, loss@min: 0.986720, loss@max: 1.411185, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002573, LT: 1.881737, Top1S: 100.000000, Top1T: 51.063831Best acc: 51.063831 Train:epoch: 96, loss@min: 0.996266, loss@max: 1.435325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002570, LT: 1.881772, Top1S: 100.000000, Top1T: 51.063831 Train:epoch: 97, loss@min: 0.982536, loss@max: 1.410962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002568, LT: 1.881781, Top1S: 100.000000, Top1T: 51.063831 Train:epoch: 98, loss@min: 0.981372, loss@max: 1.409374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002566, LT: 1.881781, Top1S: 100.000000, Top1T: 51.063831 Train:epoch: 99, loss@min: 0.983123, loss@max: 1.411597, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002564, LT: 1.881704, Top1S: 100.000000, Top1T: 51.063831 Train:epoch: 100, loss@min: 0.975758, loss@max: 1.400509, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002562, LT: 1.881634, Top1S: 100.000000, Top1T: 51.063831 Train:epoch: 101, loss@min: 0.983328, loss@max: 1.401078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002560, LT: 1.881584, Top1S: 100.000000, Top1T: 51.122932Best acc: 51.122932 Train:epoch: 102, loss@min: 0.991525, loss@max: 1.416777, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002558, LT: 1.881528, Top1S: 100.000000, Top1T: 51.122932 Train:epoch: 103, loss@min: 0.979247, loss@max: 1.404214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002556, LT: 1.881476, Top1S: 100.000000, Top1T: 51.063831 Train:epoch: 104, loss@min: 0.983986, loss@max: 1.406557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002555, LT: 1.881435, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 105, loss@min: 0.981256, loss@max: 1.403392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002553, LT: 1.881382, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 106, loss@min: 0.989984, loss@max: 1.417042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002551, LT: 1.881303, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 107, loss@min: 0.980544, loss@max: 1.405750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002549, LT: 1.881214, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 108, loss@min: 0.979189, loss@max: 1.396773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002548, LT: 1.881131, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 109, loss@min: 0.978252, loss@max: 1.402113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002546, LT: 1.881051, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 110, loss@min: 0.976662, loss@max: 1.404004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002545, LT: 1.880969, Top1S: 100.000000, Top1T: 51.063831 Train:epoch: 111, loss@min: 0.981149, loss@max: 1.404539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002544, LT: 1.880929, Top1S: 100.000000, Top1T: 51.063831 Train:epoch: 112, loss@min: 0.975855, loss@max: 1.402491, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002542, LT: 1.880878, Top1S: 100.000000, Top1T: 51.122932 Train:epoch: 113, loss@min: 0.978426, loss@max: 1.404524, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002541, LT: 1.880836, Top1S: 100.000000, Top1T: 51.122932 Train:epoch: 114, loss@min: 0.987151, loss@max: 1.415301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002540, LT: 1.880745, Top1S: 100.000000, Top1T: 51.063831 Train:epoch: 115, loss@min: 0.978554, loss@max: 1.406178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002539, LT: 1.880685, Top1S: 100.000000, Top1T: 51.063831 Train:epoch: 116, loss@min: 0.975921, loss@max: 1.405490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002538, LT: 1.880643, Top1S: 100.000000, Top1T: 51.004726 Train:epoch: 117, loss@min: 0.980960, loss@max: 1.409665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002537, LT: 1.880618, Top1S: 100.000000, Top1T: 51.004726 Train:epoch: 118, loss@min: 0.979245, loss@max: 1.403445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002536, LT: 1.880631, Top1S: 100.000000, Top1T: 51.004726 Train:epoch: 119, loss@min: 0.972669, loss@max: 1.398817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002535, LT: 1.880643, Top1S: 100.000000, Top1T: 51.004726 Train:epoch: 120, loss@min: 0.978330, loss@max: 1.398906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002534, LT: 1.880628, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 121, loss@min: 0.997178, loss@max: 1.418806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002533, LT: 1.880647, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 122, loss@min: 0.977222, loss@max: 1.409760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002532, LT: 1.880670, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 123, loss@min: 0.979004, loss@max: 1.400426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002532, LT: 1.880682, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 124, loss@min: 0.997652, loss@max: 1.420621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002531, LT: 1.880705, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 125, loss@min: 0.980609, loss@max: 1.401939, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002530, LT: 1.880718, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 126, loss@min: 0.971797, loss@max: 1.401623, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002530, LT: 1.880734, Top1S: 100.000000, Top1T: 50.886524 Train:epoch: 127, loss@min: 0.974847, loss@max: 1.400864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002529, LT: 1.880750, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 128, loss@min: 0.973104, loss@max: 1.397344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002529, LT: 1.880761, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 129, loss@min: 0.987186, loss@max: 1.419034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002528, LT: 1.880784, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 130, loss@min: 0.975226, loss@max: 1.403613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002528, LT: 1.880801, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 131, loss@min: 0.974836, loss@max: 1.411238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002527, LT: 1.880820, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 132, loss@min: 0.976874, loss@max: 1.406629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002527, LT: 1.880834, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 133, loss@min: 0.975341, loss@max: 1.397867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002526, LT: 1.880841, Top1S: 100.000000, Top1T: 50.886524 Train:epoch: 134, loss@min: 0.973164, loss@max: 1.402570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002526, LT: 1.880851, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 135, loss@min: 0.977336, loss@max: 1.396934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002526, LT: 1.880856, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 136, loss@min: 0.976799, loss@max: 1.402149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002526, LT: 1.880862, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 137, loss@min: 0.973711, loss@max: 1.395079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002526, LT: 1.880868, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 138, loss@min: 0.980063, loss@max: 1.405029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002525, LT: 1.880874, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 139, loss@min: 0.978801, loss@max: 1.402542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002525, LT: 1.880879, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 140, loss@min: 0.976253, loss@max: 1.406130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002525, LT: 1.880883, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 141, loss@min: 0.983609, loss@max: 1.408078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002525, LT: 1.880887, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 142, loss@min: 0.976857, loss@max: 1.406224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002525, LT: 1.880891, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 143, loss@min: 0.978227, loss@max: 1.404283, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002525, LT: 1.880894, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 144, loss@min: 0.977257, loss@max: 1.405536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002525, LT: 1.880896, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 145, loss@min: 0.977070, loss@max: 1.406880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002525, LT: 1.880897, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 146, loss@min: 0.978685, loss@max: 1.402987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002525, LT: 1.880898, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 147, loss@min: 0.985550, loss@max: 1.414144, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002525, LT: 1.880898, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 148, loss@min: 0.974943, loss@max: 1.397963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002525, LT: 1.880898, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 149, loss@min: 0.988796, loss@max: 1.420606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002525, LT: 1.880898, Top1S: 100.000000, Top1T: 50.945625 Train:epoch: 150, loss@min: 0.976554, loss@max: 1.405195, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002525, LT: 1.880898, Top1S: 100.000000, Top1T: 50.945625 ------------------------------------------- Fri Jul 28 11:09:16 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jul 28 11:44:41 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.076143, loss@max: 1.813850, Top1S acc: 100.000000, Top1T acc: 48.828125 Train:epoch: 2, loss@min: 4.681132, loss@max: 1.903680, Top1S acc: 100.000000, Top1T acc: 49.218750 Train:epoch: 3, loss@min: 4.338035, loss@max: 1.967611, Top1S acc: 100.000000, Top1T acc: 50.781250 Train:epoch: 4, loss@min: 4.131625, loss@max: 2.051164, Top1S acc: 100.000000, Top1T acc: 51.171875 Train:epoch: 5, loss@min: 3.857287, loss@max: 2.070825, Top1S acc: 100.000000, Top1T acc: 55.859375 Train:epoch: 6, loss@min: 3.607132, loss@max: 2.074673, Top1S acc: 100.000000, Top1T acc: 58.984375 Train:epoch: 7, loss@min: 3.288723, loss@max: 2.023844, Top1S acc: 100.000000, Top1T acc: 63.671875 Train:epoch: 8, loss@min: 3.156574, loss@max: 2.014397, Top1S acc: 100.000000, Top1T acc: 65.625000 Train:epoch: 9, loss@min: 3.087350, loss@max: 2.008378, Top1S acc: 100.000000, Top1T acc: 66.796875 Train:epoch: 10, loss@min: 3.071533, loss@max: 2.002901, Top1S acc: 100.000000, Top1T acc: 69.140625 Train:epoch: 11, loss@min: 3.008324, loss@max: 1.981335, Top1S acc: 100.000000, Top1T acc: 70.312500 Train:epoch: 12, loss@min: 2.777331, loss@max: 1.929061, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 13, loss@min: 2.610854, loss@max: 1.892875, Top1S acc: 100.000000, Top1T acc: 74.218750 Train:epoch: 14, loss@min: 2.650424, loss@max: 1.910953, Top1S acc: 100.000000, Top1T acc: 74.609375 Train:epoch: 15, loss@min: 2.344918, loss@max: 1.832582, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 16, loss@min: 2.213767, loss@max: 1.806751, Top1S acc: 100.000000, Top1T acc: 80.859375 Train:epoch: 17, loss@min: 2.320158, loss@max: 1.860543, Top1S acc: 100.000000, Top1T acc: 80.859375 Train:epoch: 18, loss@min: 2.187373, loss@max: 1.823827, Top1S acc: 100.000000, Top1T acc: 82.421875 Train:epoch: 19, loss@min: 2.084733, loss@max: 1.807848, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 20, loss@min: 2.182485, loss@max: 1.863216, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 21, loss@min: 2.065061, loss@max: 1.840465, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 22, loss@min: 1.926693, loss@max: 1.811845, Top1S acc: 100.000000, Top1T acc: 87.109375 Train:epoch: 23, loss@min: 1.975469, loss@max: 1.832048, Top1S acc: 100.000000, Top1T acc: 85.937500 Train:epoch: 24, loss@min: 1.999552, loss@max: 1.848871, Top1S acc: 100.000000, Top1T acc: 82.812500 Train:epoch: 25, loss@min: 1.825071, loss@max: 1.789861, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 26, loss@min: 1.854143, loss@max: 1.815555, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 27, loss@min: 1.760923, loss@max: 1.800525, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 28, loss@min: 1.814012, loss@max: 1.818936, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 29, loss@min: 1.700933, loss@max: 1.768360, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 30, loss@min: 1.626634, loss@max: 1.758103, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 31, loss@min: 1.652449, loss@max: 1.770611, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 32, loss@min: 1.610547, loss@max: 1.755856, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 33, loss@min: 1.563406, loss@max: 1.752883, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 34, loss@min: 1.558833, loss@max: 1.757466, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 35, loss@min: 1.627837, loss@max: 1.777547, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 36, loss@min: 1.591397, loss@max: 1.750655, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 37, loss@min: 1.509211, loss@max: 1.725111, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 38, loss@min: 1.582005, loss@max: 1.772813, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 39, loss@min: 1.610940, loss@max: 1.795282, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 40, loss@min: 1.506830, loss@max: 1.754856, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 41, loss@min: 1.421320, loss@max: 1.698623, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 42, loss@min: 1.457264, loss@max: 1.719640, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 43, loss@min: 1.380164, loss@max: 1.682696, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 44, loss@min: 1.427820, loss@max: 1.699781, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 45, loss@min: 1.429570, loss@max: 1.695513, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 46, loss@min: 1.340958, loss@max: 1.674134, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 47, loss@min: 1.361233, loss@max: 1.685170, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 48, loss@min: 1.380727, loss@max: 1.692328, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 49, loss@min: 1.340856, loss@max: 1.686313, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 50, loss@min: 1.283013, loss@max: 1.649556, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 51, loss@min: 1.303251, loss@max: 1.640568, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 52, loss@min: 1.310771, loss@max: 1.662120, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 53, loss@min: 1.359261, loss@max: 1.667161, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 54, loss@min: 1.259552, loss@max: 1.631891, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 55, loss@min: 1.272302, loss@max: 1.645908, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 56, loss@min: 1.216864, loss@max: 1.612500, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 57, loss@min: 1.268597, loss@max: 1.649976, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 58, loss@min: 1.250904, loss@max: 1.617387, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 59, loss@min: 1.235662, loss@max: 1.614189, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 60, loss@min: 1.277457, loss@max: 1.644535, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 61, loss@min: 1.309704, loss@max: 1.637281, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 62, loss@min: 1.255118, loss@max: 1.628870, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 63, loss@min: 1.210253, loss@max: 1.606167, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 64, loss@min: 1.269410, loss@max: 1.627407, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 65, loss@min: 1.242217, loss@max: 1.609007, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 66, loss@min: 1.194183, loss@max: 1.593623, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 67, loss@min: 1.203371, loss@max: 1.586150, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 68, loss@min: 1.205085, loss@max: 1.618687, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 69, loss@min: 1.247938, loss@max: 1.615817, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 70, loss@min: 1.185667, loss@max: 1.576462, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 71, loss@min: 1.225764, loss@max: 1.610349, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 72, loss@min: 1.194278, loss@max: 1.571898, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 73, loss@min: 1.223520, loss@max: 1.593832, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 74, loss@min: 1.180369, loss@max: 1.588928, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 75, loss@min: 1.177350, loss@max: 1.578067, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 76, loss@min: 1.127235, loss@max: 1.549622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.160259, loss@max: 1.566541, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 78, loss@min: 1.199425, loss@max: 1.589158, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 79, loss@min: 1.154499, loss@max: 1.564899, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 80, loss@min: 1.186450, loss@max: 1.572560, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 80, LS: 0.002253, LT: 1.292096, Top1S: 100.000000, Top1T: 66.666664Best acc: 66.666664 Train:epoch: 81, loss@min: 1.120772, loss@max: 1.528414, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 81, LS: 0.002247, LT: 1.293213, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 82, loss@min: 1.156407, loss@max: 1.567416, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 82, LS: 0.002241, LT: 1.294228, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 83, loss@min: 1.137061, loss@max: 1.550943, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 0.002234, LT: 1.295138, Top1S: 100.000000, Top1T: 66.725769Best acc: 66.725769 Train:epoch: 84, loss@min: 1.151749, loss@max: 1.570774, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 84, LS: 0.002227, LT: 1.295721, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 85, loss@min: 1.136245, loss@max: 1.555223, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 85, LS: 0.002220, LT: 1.296486, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 86, loss@min: 1.138789, loss@max: 1.552653, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 86, LS: 0.002214, LT: 1.297371, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 87, loss@min: 1.149133, loss@max: 1.559209, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 87, LS: 0.002208, LT: 1.297951, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 88, loss@min: 1.094484, loss@max: 1.521677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002202, LT: 1.298579, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 89, loss@min: 1.127590, loss@max: 1.545599, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 89, LS: 0.002197, LT: 1.298993, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 90, loss@min: 1.167348, loss@max: 1.558766, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 90, LS: 0.002191, LT: 1.299714, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 91, loss@min: 1.128711, loss@max: 1.543178, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 91, LS: 0.002186, LT: 1.300973, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 92, loss@min: 1.092438, loss@max: 1.514905, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 0.002180, LT: 1.302247, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 93, loss@min: 1.133369, loss@max: 1.547671, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 0.002174, LT: 1.303790, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 94, loss@min: 1.154807, loss@max: 1.544193, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 94, LS: 0.002169, LT: 1.305426, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 95, loss@min: 1.112387, loss@max: 1.524454, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 95, LS: 0.002164, LT: 1.306676, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 96, loss@min: 1.136646, loss@max: 1.551245, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 96, LS: 0.002159, LT: 1.307653, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 97, loss@min: 1.125207, loss@max: 1.539876, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 97, LS: 0.002154, LT: 1.308377, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 98, loss@min: 1.121641, loss@max: 1.534866, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 98, LS: 0.002149, LT: 1.308916, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 99, loss@min: 1.139688, loss@max: 1.552050, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 99, LS: 0.002144, LT: 1.309176, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 100, loss@min: 1.136096, loss@max: 1.539744, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 100, LS: 0.002139, LT: 1.309660, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 101, loss@min: 1.134166, loss@max: 1.536867, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 101, LS: 0.002135, LT: 1.310045, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 102, loss@min: 1.120559, loss@max: 1.534007, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 0.002131, LT: 1.310250, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 103, loss@min: 1.087710, loss@max: 1.508232, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 103, LS: 0.002127, LT: 1.310405, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 104, loss@min: 1.098714, loss@max: 1.516581, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 104, LS: 0.002124, LT: 1.310788, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 105, loss@min: 1.127774, loss@max: 1.552117, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 105, LS: 0.002121, LT: 1.311263, Top1S: 100.000000, Top1T: 66.784866Best acc: 66.784866 Train:epoch: 106, loss@min: 1.126620, loss@max: 1.521615, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 106, LS: 0.002119, LT: 1.311695, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 107, loss@min: 1.128384, loss@max: 1.543693, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 107, LS: 0.002115, LT: 1.312026, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 108, loss@min: 1.099763, loss@max: 1.518600, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 108, LS: 0.002112, LT: 1.312456, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 109, loss@min: 1.093992, loss@max: 1.517791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002109, LT: 1.312804, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 110, loss@min: 1.073465, loss@max: 1.501394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002107, LT: 1.313089, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 111, loss@min: 1.093196, loss@max: 1.514123, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 111, LS: 0.002104, LT: 1.313362, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 112, loss@min: 1.093330, loss@max: 1.522949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002102, LT: 1.313675, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 113, loss@min: 1.097520, loss@max: 1.504572, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 113, LS: 0.002100, LT: 1.313992, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 114, loss@min: 1.131871, loss@max: 1.536372, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 114, LS: 0.002098, LT: 1.314283, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 115, loss@min: 1.117964, loss@max: 1.531327, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 115, LS: 0.002096, LT: 1.314766, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 116, loss@min: 1.119844, loss@max: 1.543805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002094, LT: 1.315263, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 117, loss@min: 1.148562, loss@max: 1.550649, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 117, LS: 0.002093, LT: 1.315801, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 118, loss@min: 1.105261, loss@max: 1.519187, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 118, LS: 0.002091, LT: 1.316261, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 119, loss@min: 1.089292, loss@max: 1.506055, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 119, LS: 0.002089, LT: 1.316760, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 120, loss@min: 1.116603, loss@max: 1.530220, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 120, LS: 0.002088, LT: 1.317100, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 121, loss@min: 1.093204, loss@max: 1.508011, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 121, LS: 0.002087, LT: 1.317390, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 122, loss@min: 1.068196, loss@max: 1.500783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002085, LT: 1.317630, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 123, loss@min: 1.155913, loss@max: 1.551750, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 123, LS: 0.002084, LT: 1.317904, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 124, loss@min: 1.113650, loss@max: 1.530561, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 124, LS: 0.002083, LT: 1.318199, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 125, loss@min: 1.098322, loss@max: 1.525452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002082, LT: 1.318489, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 126, loss@min: 1.096565, loss@max: 1.511745, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 126, LS: 0.002081, LT: 1.318730, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 127, loss@min: 1.096172, loss@max: 1.512677, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 127, LS: 0.002080, LT: 1.318945, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 128, loss@min: 1.115356, loss@max: 1.522441, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 128, LS: 0.002079, LT: 1.319137, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 129, loss@min: 1.118849, loss@max: 1.529305, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 129, LS: 0.002078, LT: 1.319270, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 130, loss@min: 1.080559, loss@max: 1.507558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002078, LT: 1.319392, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 131, loss@min: 1.094664, loss@max: 1.516729, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 131, LS: 0.002077, LT: 1.319471, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 132, loss@min: 1.108062, loss@max: 1.518787, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 132, LS: 0.002076, LT: 1.319539, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 133, loss@min: 1.098256, loss@max: 1.507933, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 133, LS: 0.002076, LT: 1.319599, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 134, loss@min: 1.114714, loss@max: 1.514241, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 134, LS: 0.002075, LT: 1.319666, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 135, loss@min: 1.140240, loss@max: 1.553479, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 135, LS: 0.002075, LT: 1.319730, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 136, loss@min: 1.109159, loss@max: 1.509367, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 136, LS: 0.002075, LT: 1.319791, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 137, loss@min: 1.074846, loss@max: 1.498415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002074, LT: 1.319842, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 138, loss@min: 1.066345, loss@max: 1.501747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002074, LT: 1.319897, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 139, loss@min: 1.060272, loss@max: 1.483835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002074, LT: 1.319943, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 140, loss@min: 1.094184, loss@max: 1.508456, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 140, LS: 0.002074, LT: 1.319977, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 141, loss@min: 1.096524, loss@max: 1.521994, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 141, LS: 0.002073, LT: 1.320004, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 142, loss@min: 1.104484, loss@max: 1.510298, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 142, LS: 0.002073, LT: 1.320023, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 143, loss@min: 1.111345, loss@max: 1.521487, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 143, LS: 0.002073, LT: 1.320031, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 144, loss@min: 1.084859, loss@max: 1.499117, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 144, LS: 0.002073, LT: 1.320038, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 145, loss@min: 1.088631, loss@max: 1.514935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002073, LT: 1.320045, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 146, loss@min: 1.095656, loss@max: 1.519910, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 146, LS: 0.002073, LT: 1.320053, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 147, loss@min: 1.087822, loss@max: 1.498653, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 147, LS: 0.002073, LT: 1.320059, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 148, loss@min: 1.083364, loss@max: 1.515426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002073, LT: 1.320061, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 149, loss@min: 1.095227, loss@max: 1.513840, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 149, LS: 0.002073, LT: 1.320062, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 150, loss@min: 1.086913, loss@max: 1.511526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002073, LT: 1.320062, Top1S: 100.000000, Top1T: 66.666664{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jul 28 13:15:11 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.935188, loss@max: 1.515999, Top1S acc: 100.000000, Top1T acc: 63.281250 Train:epoch: 2, loss@min: 2.971222, loss@max: 1.442947, Top1S acc: 100.000000, Top1T acc: 70.703125 Train:epoch: 3, loss@min: 2.233695, loss@max: 1.387423, Top1S acc: 100.000000, Top1T acc: 78.515625 Train:epoch: 4, loss@min: 1.692873, loss@max: 1.383614, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 5, loss@min: 1.317741, loss@max: 1.355477, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 6, loss@min: 1.081154, loss@max: 1.333413, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 7, loss@min: 1.062139, loss@max: 1.319038, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 1.027540, loss@max: 1.276483, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 0.936172, loss@max: 1.218571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.953346, loss@max: 1.220565, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 0.937500, loss@max: 1.218018, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.924985, loss@max: 1.207039, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 0.938318, loss@max: 1.205911, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 0.940630, loss@max: 1.211832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.915885, loss@max: 1.214147, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.929500, loss@max: 1.229612, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.915266, loss@max: 1.237934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.922147, loss@max: 1.240742, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.909422, loss@max: 1.245680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.924947, loss@max: 1.250918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.935965, loss@max: 1.263803, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.925526, loss@max: 1.251270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.925453, loss@max: 1.267150, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.924821, loss@max: 1.268960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.932898, loss@max: 1.272674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.926968, loss@max: 1.273720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.925334, loss@max: 1.284171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.929947, loss@max: 1.287507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.936345, loss@max: 1.287020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.928948, loss@max: 1.294406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.935026, loss@max: 1.294163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.930410, loss@max: 1.302967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.930186, loss@max: 1.307734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.939275, loss@max: 1.301909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.933618, loss@max: 1.315257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.943230, loss@max: 1.313509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.935611, loss@max: 1.316505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.939128, 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1.353592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.947526, loss@max: 1.355613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.944766, loss@max: 1.357756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.949994, loss@max: 1.353621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001761, LT: 2.307820, Top1S: 100.000000, Top1T: 66.725769Best acc: 66.725769 Train:epoch: 81, loss@min: 0.951001, loss@max: 1.351483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001757, LT: 2.310425, Top1S: 100.000000, Top1T: 66.843971Best acc: 66.843971 Train:epoch: 82, loss@min: 0.946316, loss@max: 1.357404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001753, LT: 2.313390, Top1S: 100.000000, Top1T: 66.962173Best acc: 66.962173 Train:epoch: 83, loss@min: 0.950671, loss@max: 1.352956, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001747, LT: 2.315822, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 84, loss@min: 0.946636, loss@max: 1.357032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001743, LT: 2.318252, Top1S: 100.000000, Top1T: 67.080376Best acc: 67.080376 Train:epoch: 85, loss@min: 0.946037, loss@max: 1.359112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001740, LT: 2.319630, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 86, loss@min: 0.948744, loss@max: 1.354680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001735, LT: 2.320234, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 87, loss@min: 0.944865, loss@max: 1.358880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001731, LT: 2.315232, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 88, loss@min: 0.946819, loss@max: 1.356907, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001728, LT: 2.312393, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 89, loss@min: 0.948728, loss@max: 1.355611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001724, LT: 2.311239, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 90, loss@min: 0.948574, loss@max: 1.355436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001720, LT: 2.311517, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 91, loss@min: 0.947511, loss@max: 1.356366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001717, LT: 2.312312, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 92, loss@min: 0.950306, loss@max: 1.354230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001714, LT: 2.313869, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 93, loss@min: 0.946896, loss@max: 1.357161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001710, LT: 2.316367, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 94, loss@min: 0.948424, loss@max: 1.356625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001707, LT: 2.317693, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 95, loss@min: 0.949978, loss@max: 1.355177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001704, LT: 2.318820, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 96, loss@min: 0.946546, loss@max: 1.357562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001701, LT: 2.319927, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 97, loss@min: 0.946828, loss@max: 1.357511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001698, LT: 2.320631, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 98, loss@min: 0.948530, loss@max: 1.357914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001695, LT: 2.320997, Top1S: 100.000000, Top1T: 67.139481Best acc: 67.139481 Train:epoch: 99, loss@min: 0.949688, loss@max: 1.355170, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001693, LT: 2.320995, Top1S: 100.000000, Top1T: 67.257683Best acc: 67.257683 Train:epoch: 100, loss@min: 0.946519, loss@max: 1.357721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001690, LT: 2.321991, Top1S: 100.000000, Top1T: 67.434990Best acc: 67.434990 Train:epoch: 101, loss@min: 0.949022, loss@max: 1.356577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001688, LT: 2.322840, Top1S: 100.000000, Top1T: 67.494087Best acc: 67.494087 Train:epoch: 102, loss@min: 0.949014, loss@max: 1.355951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001685, LT: 2.323799, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 103, loss@min: 0.947841, loss@max: 1.356410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001683, LT: 2.324786, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 104, loss@min: 0.947577, loss@max: 1.357362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001681, LT: 2.326113, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 105, loss@min: 0.948458, loss@max: 1.357010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001679, LT: 2.327264, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 106, loss@min: 0.948146, loss@max: 1.358389, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001677, LT: 2.327183, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 107, loss@min: 0.946743, loss@max: 1.358692, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001675, LT: 2.326172, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 108, loss@min: 0.948771, loss@max: 1.355653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001673, LT: 2.325661, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 109, loss@min: 0.948221, loss@max: 1.357848, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001672, LT: 2.325843, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 110, loss@min: 0.947721, loss@max: 1.357615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001670, LT: 2.326275, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 111, loss@min: 0.949130, loss@max: 1.355209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001668, LT: 2.326397, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 112, loss@min: 0.948840, loss@max: 1.355497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001667, LT: 2.326841, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 113, loss@min: 0.949366, loss@max: 1.358614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001665, LT: 2.327525, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 114, loss@min: 0.948640, loss@max: 1.356998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001664, LT: 2.328398, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 115, loss@min: 0.948958, loss@max: 1.356690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001662, LT: 2.329491, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 116, loss@min: 0.946780, loss@max: 1.358852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001661, LT: 2.330294, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 117, loss@min: 0.948815, loss@max: 1.357558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001660, LT: 2.330977, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 118, loss@min: 0.947626, loss@max: 1.358677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001659, LT: 2.330447, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 119, loss@min: 0.947536, loss@max: 1.357129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001658, LT: 2.330578, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 120, loss@min: 0.947520, loss@max: 1.358156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001657, LT: 2.330897, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 121, loss@min: 0.949791, loss@max: 1.354844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001655, LT: 2.331231, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 122, loss@min: 0.948885, loss@max: 1.355312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001655, LT: 2.331536, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 123, loss@min: 0.948055, loss@max: 1.356827, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001654, LT: 2.331807, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 124, loss@min: 0.946419, loss@max: 1.360425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001653, LT: 2.332157, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 125, loss@min: 0.949077, loss@max: 1.355572, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001653, LT: 2.332660, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 126, loss@min: 0.947528, loss@max: 1.357764, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001652, LT: 2.333191, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 127, loss@min: 0.948794, loss@max: 1.356270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001651, LT: 2.333603, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 128, loss@min: 0.948920, loss@max: 1.356541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001651, LT: 2.333997, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 129, loss@min: 0.947993, loss@max: 1.357589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001650, LT: 2.334274, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 130, loss@min: 0.946584, loss@max: 1.359319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001650, LT: 2.334470, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 131, loss@min: 0.947271, loss@max: 1.359032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001649, LT: 2.334617, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 132, loss@min: 0.948498, loss@max: 1.357126, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001649, LT: 2.334678, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 133, loss@min: 0.948139, loss@max: 1.356755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001648, LT: 2.334682, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 134, loss@min: 0.947896, loss@max: 1.356885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001648, LT: 2.334812, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 135, loss@min: 0.947934, loss@max: 1.356955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001648, LT: 2.334915, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 136, loss@min: 0.948221, loss@max: 1.357053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001648, LT: 2.334948, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 137, loss@min: 0.949434, loss@max: 1.356726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001647, LT: 2.334900, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 138, loss@min: 0.947192, loss@max: 1.357258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001647, LT: 2.334831, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 139, loss@min: 0.949283, loss@max: 1.355933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001647, LT: 2.334799, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 140, loss@min: 0.946592, loss@max: 1.358486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001647, LT: 2.334781, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 141, loss@min: 0.947132, loss@max: 1.358078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001647, LT: 2.334810, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 142, loss@min: 0.951528, loss@max: 1.362008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001647, LT: 2.334814, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 143, loss@min: 0.948667, loss@max: 1.358354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001647, LT: 2.334625, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 144, loss@min: 0.948539, loss@max: 1.356829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001647, LT: 2.334530, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 145, loss@min: 0.947523, loss@max: 1.357852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001647, LT: 2.334477, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 146, loss@min: 0.946454, loss@max: 1.358878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001647, LT: 2.334468, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 147, loss@min: 0.947351, loss@max: 1.357525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001647, LT: 2.334468, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 148, loss@min: 0.947204, loss@max: 1.357426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001647, LT: 2.334469, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 149, loss@min: 0.946538, loss@max: 1.358920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001647, LT: 2.334470, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 150, loss@min: 0.947654, loss@max: 1.358074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001647, LT: 2.334470, Top1S: 100.000000, Top1T: 67.080376 ------------------------------------------- Fri Jul 28 14:46:36 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jul 28 18:05:47 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jul 28 18:08:03 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.725241, loss@max: 1.675645, Top1S acc: 100.000000, Top1T acc: 51.562500 Train:epoch: 2, loss@min: 3.186851, loss@max: 1.416938, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 3, loss@min: 2.281318, loss@max: 1.307894, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 4, loss@min: 1.828983, loss@max: 1.284596, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 5, loss@min: 1.413769, loss@max: 1.284482, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.177482, loss@max: 1.277918, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 7, loss@min: 1.024646, loss@max: 1.283411, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 1.003812, loss@max: 1.302720, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 0.913749, loss@max: 1.280891, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 10, loss@min: 0.928147, loss@max: 1.272413, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 11, loss@min: 0.898079, loss@max: 1.249072, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 0.868570, loss@max: 1.239065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.875661, loss@max: 1.231745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.885058, loss@max: 1.230950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.893974, loss@max: 1.234125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.911070, loss@max: 1.224967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.918594, loss@max: 1.216334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.923090, loss@max: 1.225528, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.922872, loss@max: 1.228875, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.921171, loss@max: 1.238783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.925408, loss@max: 1.251328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.940289, loss@max: 1.254927, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.981905, loss@max: 1.264948, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 24, loss@min: 0.924762, loss@max: 1.264175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.934565, loss@max: 1.280543, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.923305, loss@max: 1.276495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.934369, loss@max: 1.272900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.930843, loss@max: 1.281700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.926498, loss@max: 1.290251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.930424, loss@max: 1.293203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.934754, loss@max: 1.299329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.930447, loss@max: 1.304476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.932069, loss@max: 1.304294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.941096, loss@max: 1.301495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.946238, loss@max: 1.303576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.938706, loss@max: 1.313422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.932242, loss@max: 1.318769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.942256, loss@max: 1.319778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.943165, loss@max: 1.314314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.941871, loss@max: 1.323186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.937061, loss@max: 1.328353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.944188, loss@max: 1.323346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.949052, loss@max: 1.321727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.937317, loss@max: 1.334952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.938550, loss@max: 1.334687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.945778, loss@max: 1.332417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.940852, loss@max: 1.336425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.942181, loss@max: 1.338609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.947718, loss@max: 1.333627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.946613, loss@max: 1.336355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.941243, loss@max: 1.344859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.945293, loss@max: 1.342033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.948529, loss@max: 1.338983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.944906, loss@max: 1.344232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.942044, loss@max: 1.348750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948874, loss@max: 1.342204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.949503, loss@max: 1.343487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.948374, loss@max: 1.344365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.939383, loss@max: 1.354596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.946117, loss@max: 1.347996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.950604, loss@max: 1.345502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.945293, loss@max: 1.350291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.944462, loss@max: 1.352994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.946498, loss@max: 1.350675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946919, loss@max: 1.350677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.951148, loss@max: 1.348115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.946297, loss@max: 1.352026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.946769, loss@max: 1.353784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947265, loss@max: 1.354010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.946152, loss@max: 1.353936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.946543, loss@max: 1.354709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.948172, loss@max: 1.353578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.946924, loss@max: 1.355839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.943020, loss@max: 1.359010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.949144, loss@max: 1.353093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.953203, loss@max: 1.351823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.948184, loss@max: 1.354381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.947256, loss@max: 1.356269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.946908, loss@max: 1.356492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.948965, loss@max: 1.355560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002033, LT: 2.651964, Top1S: 100.000000, Top1T: 63.416077Best acc: 63.416077 Train:epoch: 81, loss@min: 0.948775, loss@max: 1.354577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002028, LT: 2.652049, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 82, loss@min: 0.946625, loss@max: 1.356514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002026, LT: 2.652434, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 83, loss@min: 0.946375, loss@max: 1.357138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002024, LT: 2.652627, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 84, loss@min: 0.945000, loss@max: 1.358815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002020, LT: 2.652587, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 85, loss@min: 0.948036, loss@max: 1.356369, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002015, LT: 2.652912, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 86, loss@min: 0.950167, loss@max: 1.355446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002011, LT: 2.652494, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 87, loss@min: 0.949838, loss@max: 1.354540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002008, LT: 2.651250, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 88, loss@min: 0.948671, loss@max: 1.355632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002005, LT: 2.650073, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 89, loss@min: 0.946331, loss@max: 1.358375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002002, LT: 2.649133, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 90, loss@min: 0.946748, loss@max: 1.357480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001999, LT: 2.648546, Top1S: 100.000000, Top1T: 63.238770 Train:epoch: 91, loss@min: 0.947242, loss@max: 1.356986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001995, LT: 2.648145, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 92, loss@min: 0.949343, loss@max: 1.355000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001992, LT: 2.648050, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 93, loss@min: 0.950412, loss@max: 1.358427, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001990, LT: 2.647041, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 94, loss@min: 0.947412, loss@max: 1.357714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001988, LT: 2.645663, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 95, loss@min: 0.950133, loss@max: 1.355246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001985, LT: 2.645210, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 96, loss@min: 0.947009, loss@max: 1.358465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001981, LT: 2.645156, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 97, loss@min: 0.948652, loss@max: 1.356493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001979, LT: 2.644990, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 98, loss@min: 0.949137, loss@max: 1.356032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001978, LT: 2.644860, Top1S: 100.000000, Top1T: 62.943264 Train:epoch: 99, loss@min: 0.948544, loss@max: 1.356723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001976, LT: 2.644823, Top1S: 100.000000, Top1T: 62.943264 Train:epoch: 100, loss@min: 0.948148, loss@max: 1.356999, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001973, LT: 2.644943, Top1S: 100.000000, Top1T: 62.943264 Train:epoch: 101, loss@min: 0.950191, loss@max: 1.354537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001971, LT: 2.645390, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 102, loss@min: 0.948386, loss@max: 1.358794, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001969, LT: 2.645662, Top1S: 100.000000, Top1T: 63.002365 Train:epoch: 103, loss@min: 0.946790, loss@max: 1.358316, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001967, LT: 2.646923, Top1S: 100.000000, Top1T: 63.002365 Train:epoch: 104, loss@min: 0.946962, loss@max: 1.358258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001965, LT: 2.648119, Top1S: 100.000000, Top1T: 63.002365 Train:epoch: 105, loss@min: 0.951179, loss@max: 1.353938, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001963, LT: 2.649103, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 106, loss@min: 0.951258, loss@max: 1.354060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001961, LT: 2.650074, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 107, loss@min: 0.948152, loss@max: 1.357143, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001959, LT: 2.651020, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 108, loss@min: 0.947527, loss@max: 1.357368, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001958, LT: 2.652012, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 109, loss@min: 0.947632, loss@max: 1.357913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001956, LT: 2.652827, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 110, loss@min: 0.948330, loss@max: 1.356960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001955, LT: 2.653471, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 111, loss@min: 0.948883, loss@max: 1.356897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001954, LT: 2.654099, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 112, loss@min: 0.947456, loss@max: 1.358027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001952, LT: 2.654735, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 113, loss@min: 0.945824, loss@max: 1.359808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001951, LT: 2.655361, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 114, loss@min: 0.946338, loss@max: 1.359448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001949, LT: 2.656276, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 115, loss@min: 0.948500, loss@max: 1.357300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001948, LT: 2.657216, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 116, loss@min: 0.948153, loss@max: 1.357065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001947, LT: 2.658170, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 117, loss@min: 0.948331, loss@max: 1.357270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001946, LT: 2.658938, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 118, loss@min: 0.948479, loss@max: 1.357833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001945, LT: 2.659625, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 119, loss@min: 0.948192, loss@max: 1.357668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001944, LT: 2.660325, Top1S: 100.000000, Top1T: 63.238770 Train:epoch: 120, loss@min: 0.948185, loss@max: 1.357108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001943, LT: 2.660900, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 121, loss@min: 0.948672, loss@max: 1.357024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001942, LT: 2.661378, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 122, loss@min: 0.948307, loss@max: 1.356875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001941, LT: 2.661787, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 123, loss@min: 0.950804, loss@max: 1.358743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001941, LT: 2.662562, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 124, loss@min: 0.948202, loss@max: 1.357729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001940, LT: 2.663579, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 125, loss@min: 0.949027, loss@max: 1.356436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001939, LT: 2.664483, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 126, loss@min: 0.947268, loss@max: 1.357924, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001939, LT: 2.665193, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 127, loss@min: 0.948676, loss@max: 1.356501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001938, LT: 2.665750, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 128, loss@min: 0.947736, loss@max: 1.358029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001938, LT: 2.666193, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 129, loss@min: 0.948554, loss@max: 1.356968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001937, LT: 2.666466, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 130, loss@min: 0.948543, loss@max: 1.356430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001937, LT: 2.666672, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 131, loss@min: 0.949641, loss@max: 1.355604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001936, LT: 2.666849, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 132, loss@min: 0.947788, loss@max: 1.357713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001936, LT: 2.666978, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 133, loss@min: 0.947399, loss@max: 1.358596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001936, LT: 2.667089, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 134, loss@min: 0.946892, loss@max: 1.358510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001935, LT: 2.667176, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 135, loss@min: 0.947704, loss@max: 1.358002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001935, LT: 2.667257, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 136, loss@min: 0.946541, loss@max: 1.359183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001935, LT: 2.667321, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 137, loss@min: 0.949082, loss@max: 1.357211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001935, LT: 2.667422, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 138, loss@min: 0.947493, loss@max: 1.358209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001935, LT: 2.667499, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 139, loss@min: 0.947813, loss@max: 1.357304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001935, LT: 2.667560, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 140, loss@min: 0.948586, loss@max: 1.356901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001934, LT: 2.667595, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 141, loss@min: 0.949734, loss@max: 1.355855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001934, LT: 2.667625, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 142, loss@min: 0.947228, loss@max: 1.358162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001934, LT: 2.667652, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 143, loss@min: 0.948603, loss@max: 1.357300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001934, LT: 2.667673, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 144, loss@min: 0.947833, loss@max: 1.357878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001934, LT: 2.667686, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 145, loss@min: 0.948255, loss@max: 1.357786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001934, LT: 2.667693, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 146, loss@min: 0.948347, loss@max: 1.356850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001934, LT: 2.667697, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 147, loss@min: 0.948055, loss@max: 1.357904, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001934, LT: 2.667699, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 148, loss@min: 0.949277, loss@max: 1.356221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001934, LT: 2.667699, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 149, loss@min: 0.947582, loss@max: 1.357716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001934, LT: 2.667700, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 150, loss@min: 0.949479, loss@max: 1.356686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001934, LT: 2.667700, Top1S: 100.000000, Top1T: 63.297871 ------------------------------------------- Fri Jul 28 19:27:16 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jul 28 22:23:18 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.228781, loss@max: 1.801873, Top1S acc: 100.000000, Top1T acc: 49.609375 Train:epoch: 2, loss@min: 4.630276, loss@max: 1.803169, Top1S acc: 100.000000, Top1T acc: 54.296875 Train:epoch: 3, loss@min: 4.155850, loss@max: 1.831480, Top1S acc: 100.000000, Top1T acc: 55.859375 Train:epoch: 4, loss@min: 3.631760, loss@max: 1.819356, Top1S acc: 100.000000, Top1T acc: 61.328125 Train:epoch: 5, loss@min: 3.268254, loss@max: 1.849896, Top1S acc: 100.000000, Top1T acc: 64.453125 Train:epoch: 6, loss@min: 2.817939, loss@max: 1.816233, Top1S acc: 100.000000, Top1T acc: 72.656250 Train:epoch: 7, loss@min: 2.613355, loss@max: 1.833223, Top1S acc: 100.000000, Top1T acc: 75.390625 Train:epoch: 8, loss@min: 2.484664, loss@max: 1.845106, Top1S acc: 100.000000, Top1T acc: 77.734375 Train:epoch: 9, loss@min: 2.176722, loss@max: 1.796203, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 10, loss@min: 2.119112, loss@max: 1.795815, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 11, loss@min: 2.024060, loss@max: 1.766474, Top1S acc: 100.000000, Top1T acc: 83.984375 Train:epoch: 12, loss@min: 1.744896, loss@max: 1.679595, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 13, loss@min: 1.765665, loss@max: 1.684364, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 14, loss@min: 1.626765, loss@max: 1.615026, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 15, loss@min: 1.690657, loss@max: 1.644619, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 16, loss@min: 1.533044, loss@max: 1.569638, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 17, loss@min: 1.451971, loss@max: 1.534367, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 18, loss@min: 1.503541, loss@max: 1.551201, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 19, loss@min: 1.364821, loss@max: 1.489995, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 20, loss@min: 1.380784, loss@max: 1.502532, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 21, loss@min: 1.359136, loss@max: 1.502117, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 22, loss@min: 1.209658, loss@max: 1.452779, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 1.189114, loss@max: 1.449199, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 24, loss@min: 1.236511, loss@max: 1.477006, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 25, loss@min: 1.199299, loss@max: 1.469211, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 26, loss@min: 1.132969, loss@max: 1.437261, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 27, loss@min: 1.101696, loss@max: 1.424175, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.095021, loss@max: 1.435251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.074574, loss@max: 1.427251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.061599, loss@max: 1.416923, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.070129, loss@max: 1.437265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.036418, loss@max: 1.417399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.051205, loss@max: 1.422645, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 34, loss@min: 1.039043, loss@max: 1.419158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.038444, loss@max: 1.423417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.030425, loss@max: 1.415282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.008042, loss@max: 1.396508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.019178, loss@max: 1.400854, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.010778, loss@max: 1.404276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.008721, loss@max: 1.391341, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 1.013423, loss@max: 1.406699, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.997437, loss@max: 1.397654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.987791, loss@max: 1.388298, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.990566, loss@max: 1.390538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.990856, loss@max: 1.394203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.994526, loss@max: 1.394850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.983294, loss@max: 1.386095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.985465, loss@max: 1.389884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.989313, loss@max: 1.395954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.989337, loss@max: 1.398424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.979228, loss@max: 1.383051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.979429, loss@max: 1.381142, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.994564, loss@max: 1.398484, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 0.984141, loss@max: 1.395324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.974943, loss@max: 1.389308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.978483, loss@max: 1.386939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.982346, loss@max: 1.395037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.973120, loss@max: 1.387229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.968899, loss@max: 1.379918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.970571, loss@max: 1.381188, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.974140, loss@max: 1.384492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.966460, loss@max: 1.377884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.967180, loss@max: 1.384577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.963973, loss@max: 1.381882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.968606, loss@max: 1.381113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.972373, loss@max: 1.385611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.967914, loss@max: 1.376474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.979661, loss@max: 1.391340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.966068, loss@max: 1.388802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.960446, loss@max: 1.381425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.963438, loss@max: 1.379009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.968501, loss@max: 1.382757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.969595, loss@max: 1.380654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.961920, loss@max: 1.377645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.963415, loss@max: 1.380664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.966011, loss@max: 1.379708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.966446, loss@max: 1.379968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.966417, loss@max: 1.379534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.961543, loss@max: 1.379081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.965954, loss@max: 1.384822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001936, LT: 1.690049, Top1S: 100.000000, Top1T: 65.011818Best acc: 65.011818 Train:epoch: 81, loss@min: 0.964128, loss@max: 1.381289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001931, LT: 1.691188, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 82, loss@min: 0.962369, loss@max: 1.374296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001926, LT: 1.692211, Top1S: 100.000000, Top1T: 64.952721 Train:epoch: 83, loss@min: 0.971417, loss@max: 1.379084, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 0.001921, LT: 1.693004, Top1S: 100.000000, Top1T: 65.070923Best acc: 65.070923 Train:epoch: 84, loss@min: 0.960346, loss@max: 1.375347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001916, LT: 1.693727, Top1S: 100.000000, Top1T: 65.189125Best acc: 65.189125 Train:epoch: 85, loss@min: 0.962296, loss@max: 1.380199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001911, LT: 1.694628, Top1S: 100.000000, Top1T: 65.130020 Train:epoch: 86, loss@min: 0.968370, loss@max: 1.385749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001907, LT: 1.695235, Top1S: 100.000000, Top1T: 65.130020 Train:epoch: 87, loss@min: 0.960785, loss@max: 1.375308, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001902, LT: 1.695778, Top1S: 100.000000, Top1T: 65.189125 Train:epoch: 88, loss@min: 0.964400, loss@max: 1.380093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001898, LT: 1.696510, Top1S: 100.000000, Top1T: 65.248230Best acc: 65.248230 Train:epoch: 89, loss@min: 0.966147, loss@max: 1.378604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001894, LT: 1.697674, Top1S: 100.000000, Top1T: 65.189125 Train:epoch: 90, loss@min: 0.963523, loss@max: 1.378860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001890, LT: 1.698986, Top1S: 100.000000, Top1T: 65.189125 Train:epoch: 91, loss@min: 0.958928, loss@max: 1.378242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001886, LT: 1.700416, Top1S: 100.000000, Top1T: 65.189125 Train:epoch: 92, loss@min: 0.961603, loss@max: 1.378116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001883, LT: 1.701926, Top1S: 100.000000, Top1T: 65.248230 Train:epoch: 93, loss@min: 0.964664, loss@max: 1.380409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001879, LT: 1.703561, Top1S: 100.000000, Top1T: 65.189125 Train:epoch: 94, loss@min: 0.960389, loss@max: 1.374215, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001876, LT: 1.705025, Top1S: 100.000000, Top1T: 65.248230 Train:epoch: 95, loss@min: 0.960688, loss@max: 1.375745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001872, LT: 1.706414, Top1S: 100.000000, Top1T: 65.248230 Train:epoch: 96, loss@min: 0.961110, loss@max: 1.377286, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001869, LT: 1.707621, Top1S: 100.000000, Top1T: 65.130020 Train:epoch: 97, loss@min: 0.962692, loss@max: 1.378892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001866, LT: 1.708626, Top1S: 100.000000, Top1T: 65.070923 Train:epoch: 98, loss@min: 0.960739, loss@max: 1.377570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001863, LT: 1.709609, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 99, loss@min: 0.964270, loss@max: 1.380418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001860, LT: 1.710787, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 100, loss@min: 0.961795, loss@max: 1.376606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001857, LT: 1.711790, Top1S: 100.000000, Top1T: 64.893616 Train:epoch: 101, loss@min: 0.962902, loss@max: 1.376238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001854, LT: 1.712936, Top1S: 100.000000, Top1T: 64.834518 Train:epoch: 102, loss@min: 0.969114, loss@max: 1.382949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001852, LT: 1.713755, Top1S: 100.000000, Top1T: 64.775414 Train:epoch: 103, loss@min: 0.961266, loss@max: 1.379866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001849, LT: 1.714827, Top1S: 100.000000, Top1T: 64.716309 Train:epoch: 104, loss@min: 0.965053, loss@max: 1.382813, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001847, LT: 1.715570, Top1S: 100.000000, Top1T: 64.657211 Train:epoch: 105, loss@min: 0.957948, loss@max: 1.372802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001844, LT: 1.716099, Top1S: 100.000000, Top1T: 64.716309 Train:epoch: 106, loss@min: 0.959230, loss@max: 1.374477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001842, LT: 1.716575, Top1S: 100.000000, Top1T: 64.893616 Train:epoch: 107, loss@min: 0.960467, loss@max: 1.376101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001840, LT: 1.717254, Top1S: 100.000000, Top1T: 64.952721 Train:epoch: 108, loss@min: 0.959403, loss@max: 1.373605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001838, LT: 1.717903, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 109, loss@min: 0.962493, loss@max: 1.378154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001836, LT: 1.718530, Top1S: 100.000000, Top1T: 65.070923 Train:epoch: 110, loss@min: 0.960567, loss@max: 1.373232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001834, LT: 1.719018, Top1S: 100.000000, Top1T: 65.070923 Train:epoch: 111, loss@min: 0.959720, loss@max: 1.374052, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001832, LT: 1.719522, Top1S: 100.000000, Top1T: 65.070923 Train:epoch: 112, loss@min: 0.960062, loss@max: 1.375775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001830, LT: 1.720111, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 113, loss@min: 0.958842, loss@max: 1.378293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001829, LT: 1.720604, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 114, loss@min: 0.962071, loss@max: 1.381476, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001827, LT: 1.721447, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 115, loss@min: 0.963156, loss@max: 1.381481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001826, LT: 1.722370, Top1S: 100.000000, Top1T: 65.070923 Train:epoch: 116, loss@min: 0.957978, loss@max: 1.376031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001824, LT: 1.723315, Top1S: 100.000000, Top1T: 65.070923 Train:epoch: 117, loss@min: 0.958426, loss@max: 1.377498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001823, LT: 1.724079, Top1S: 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Top1T: 65.011818 Train:epoch: 145, loss@min: 0.960100, loss@max: 1.375960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001809, LT: 1.730227, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 146, loss@min: 0.961248, loss@max: 1.375988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001809, LT: 1.730234, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 147, loss@min: 0.959567, loss@max: 1.374126, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001809, LT: 1.730236, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 148, loss@min: 0.958744, loss@max: 1.372709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001809, LT: 1.730237, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 149, loss@min: 0.958881, loss@max: 1.376107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001809, LT: 1.730237, Top1S: 100.000000, Top1T: 65.011818 Train:epoch: 150, loss@min: 0.968380, loss@max: 1.381562, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 150, LS: 0.001809, LT: 1.730237, Top1S: 100.000000, Top1T: 65.011818 ------------------------------------------- Sat Jul 29 01:02:38 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 01:34:17 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.725240, loss@max: 1.675645, Top1S acc: 100.000000, Top1T acc: 51.562500 Train:epoch: 2, loss@min: 3.186852, loss@max: 1.416938, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 3, loss@min: 2.281317, loss@max: 1.307893, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 4, loss@min: 1.828982, loss@max: 1.284595, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 5, loss@min: 1.413769, loss@max: 1.284483, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.177482, loss@max: 1.277918, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 7, loss@min: 1.024647, loss@max: 1.283411, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 1.003812, loss@max: 1.302719, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 0.913749, loss@max: 1.280890, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 10, loss@min: 0.928146, loss@max: 1.272413, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 11, loss@min: 0.898080, loss@max: 1.249071, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 0.868570, loss@max: 1.239065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.875661, loss@max: 1.231745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.885059, loss@max: 1.230950, Top1S acc: 100.000000, Top1T acc: 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Train:epoch: 54, loss@min: 0.944907, loss@max: 1.344230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.942043, loss@max: 1.348751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948871, loss@max: 1.342207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.949504, loss@max: 1.343485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.948376, loss@max: 1.344363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.939382, loss@max: 1.354597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.946116, loss@max: 1.347996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.950606, loss@max: 1.345500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.945295, loss@max: 1.350290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.944462, loss@max: 1.352994, Top1S acc: 100.000000, 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loss@max: 1.354543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002008, LT: 2.651249, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 88, loss@min: 0.948669, loss@max: 1.355633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002005, LT: 2.650072, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 89, loss@min: 0.946333, loss@max: 1.358374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002002, LT: 2.649132, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 90, loss@min: 0.946751, loss@max: 1.357478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001999, LT: 2.648546, Top1S: 100.000000, Top1T: 63.238770 Train:epoch: 91, loss@min: 0.947241, loss@max: 1.356987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001995, LT: 2.648144, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 92, loss@min: 0.949342, loss@max: 1.355001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001992, LT: 2.648049, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 93, loss@min: 0.950412, loss@max: 1.358427, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001990, LT: 2.647041, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 94, loss@min: 0.947414, loss@max: 1.357713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.001988, LT: 2.645663, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 95, loss@min: 0.950134, loss@max: 1.355245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001985, LT: 2.645210, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 96, loss@min: 0.947009, loss@max: 1.358466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001981, LT: 2.645155, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 97, loss@min: 0.948651, loss@max: 1.356494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.001979, LT: 2.644989, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 98, loss@min: 0.949136, loss@max: 1.356033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001978, LT: 2.644859, Top1S: 100.000000, Top1T: 62.943264 Train:epoch: 99, loss@min: 0.948545, loss@max: 1.356721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001976, LT: 2.644822, Top1S: 100.000000, Top1T: 62.943264 Train:epoch: 100, loss@min: 0.948149, loss@max: 1.356998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001973, LT: 2.644942, Top1S: 100.000000, Top1T: 62.943264 Train:epoch: 101, loss@min: 0.950192, loss@max: 1.354537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001971, LT: 2.645389, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 102, loss@min: 0.948386, loss@max: 1.358794, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001969, LT: 2.645661, Top1S: 100.000000, Top1T: 63.002365 Train:epoch: 103, loss@min: 0.946790, loss@max: 1.358316, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001967, LT: 2.646922, Top1S: 100.000000, Top1T: 63.002365 Train:epoch: 104, loss@min: 0.946962, loss@max: 1.358258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001965, LT: 2.648118, Top1S: 100.000000, Top1T: 63.002365 Train:epoch: 105, loss@min: 0.951180, loss@max: 1.353938, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001963, LT: 2.649103, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 106, loss@min: 0.951257, loss@max: 1.354061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001961, LT: 2.650073, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 107, loss@min: 0.948150, loss@max: 1.357145, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001959, LT: 2.651019, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 108, loss@min: 0.947528, loss@max: 1.357367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001958, LT: 2.652011, Top1S: 100.000000, Top1T: 63.061466 Train:epoch: 109, loss@min: 0.947632, loss@max: 1.357914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001956, LT: 2.652825, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 110, loss@min: 0.948329, loss@max: 1.356962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001955, LT: 2.653470, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 111, loss@min: 0.948883, loss@max: 1.356896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001954, LT: 2.654097, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 112, loss@min: 0.947455, loss@max: 1.358027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.001952, LT: 2.654733, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 113, loss@min: 0.945825, loss@max: 1.359807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001951, LT: 2.655360, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 114, loss@min: 0.946339, loss@max: 1.359447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001949, LT: 2.656275, Top1S: 100.000000, Top1T: 63.120567 Train:epoch: 115, loss@min: 0.948501, loss@max: 1.357299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001948, LT: 2.657215, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 116, loss@min: 0.948154, loss@max: 1.357064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001947, LT: 2.658169, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 117, loss@min: 0.948332, loss@max: 1.357269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001946, LT: 2.658937, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 118, loss@min: 0.948480, loss@max: 1.357833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001945, LT: 2.659623, Top1S: 100.000000, Top1T: 63.179668 Train:epoch: 119, loss@min: 0.948192, loss@max: 1.357668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001944, LT: 2.660324, Top1S: 100.000000, Top1T: 63.238770 Train:epoch: 120, loss@min: 0.948184, loss@max: 1.357109, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001943, LT: 2.660900, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 121, loss@min: 0.948672, loss@max: 1.357024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001942, LT: 2.661377, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 122, loss@min: 0.948308, loss@max: 1.356874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001941, LT: 2.661786, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 123, loss@min: 0.950805, loss@max: 1.358742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001941, LT: 2.662562, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 124, loss@min: 0.948201, loss@max: 1.357730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001940, LT: 2.663578, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 125, loss@min: 0.949027, loss@max: 1.356437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001939, LT: 2.664482, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 126, loss@min: 0.947269, loss@max: 1.357923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001939, LT: 2.665192, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 127, loss@min: 0.948676, loss@max: 1.356501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.001938, LT: 2.665749, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 128, loss@min: 0.947737, loss@max: 1.358027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001938, LT: 2.666192, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 129, loss@min: 0.948555, loss@max: 1.356967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001937, LT: 2.666465, Top1S: 100.000000, Top1T: 63.416077 Train:epoch: 130, loss@min: 0.948543, loss@max: 1.356430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001937, LT: 2.666671, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 131, loss@min: 0.949641, loss@max: 1.355604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001936, LT: 2.666848, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 132, loss@min: 0.947787, loss@max: 1.357714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001936, LT: 2.666977, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 133, loss@min: 0.947399, loss@max: 1.358596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001936, LT: 2.667088, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 134, loss@min: 0.946891, loss@max: 1.358511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001935, LT: 2.667175, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 135, loss@min: 0.947705, loss@max: 1.358002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001935, LT: 2.667256, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 136, loss@min: 0.946542, loss@max: 1.359182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001935, LT: 2.667320, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 137, loss@min: 0.949082, loss@max: 1.357211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001935, LT: 2.667422, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 138, loss@min: 0.947494, loss@max: 1.358208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001935, LT: 2.667498, Top1S: 100.000000, Top1T: 63.356976 Train:epoch: 139, loss@min: 0.947813, loss@max: 1.357305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001935, LT: 2.667560, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 140, loss@min: 0.948585, loss@max: 1.356902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001934, LT: 2.667594, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 141, loss@min: 0.949735, loss@max: 1.355854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001934, LT: 2.667624, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 142, loss@min: 0.947229, loss@max: 1.358162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001934, LT: 2.667651, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 143, loss@min: 0.948604, loss@max: 1.357299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.001934, LT: 2.667673, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 144, loss@min: 0.947834, loss@max: 1.357877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001934, LT: 2.667686, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 145, loss@min: 0.948254, loss@max: 1.357787, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001934, LT: 2.667692, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 146, loss@min: 0.948347, loss@max: 1.356849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001934, LT: 2.667696, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 147, loss@min: 0.948056, loss@max: 1.357903, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001934, LT: 2.667698, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 148, loss@min: 0.949277, loss@max: 1.356221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001934, LT: 2.667699, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 149, loss@min: 0.947582, loss@max: 1.357716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001934, LT: 2.667699, Top1S: 100.000000, Top1T: 63.297871 Train:epoch: 150, loss@min: 0.949480, loss@max: 1.356685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001934, LT: 2.667699, Top1S: 100.000000, Top1T: 63.297871 ------------------------------------------- Sat Jul 29 03:38:41 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 11:33:54 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.568218, loss@max: 1.839221, Top1S acc: 100.000000, Top1T acc: 44.148933 Train:epoch: 2, loss@min: 3.865928, loss@max: 1.505049, Top1S acc: 100.000000, Top1T acc: 64.893616 Train:epoch: 3, loss@min: 2.844925, loss@max: 1.330720, Top1S acc: 100.000000, Top1T acc: 75.531914 Train:epoch: 4, loss@min: 2.161130, loss@max: 1.231889, Top1S acc: 100.000000, Top1T acc: 86.170212 Train:epoch: 5, loss@min: 1.731159, loss@max: 1.193752, Top1S acc: 100.000000, Top1T acc: 93.085106 Train:epoch: 6, loss@min: 1.430283, loss@max: 1.189164, Top1S acc: 100.000000, Top1T acc: 94.148933 Train:epoch: 7, loss@min: 1.260276, loss@max: 1.211652, Top1S acc: 100.000000, Top1T acc: 96.276596 Train:epoch: 8, loss@min: 1.047989, loss@max: 1.215835, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 9, loss@min: 0.970124, loss@max: 1.242067, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 10, loss@min: 0.916322, loss@max: 1.266354, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 11, loss@min: 0.873683, loss@max: 1.282195, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 12, loss@min: 0.859710, loss@max: 1.286141, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 13, loss@min: 0.844033, loss@max: 1.280096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.853292, loss@max: 1.273616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.864041, loss@max: 1.272143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.874666, loss@max: 1.277655, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 17, loss@min: 0.883349, loss@max: 1.292366, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 18, loss@min: 0.859826, loss@max: 1.300771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.850230, loss@max: 1.309890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.850068, loss@max: 1.315205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.866130, loss@max: 1.315345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.887084, loss@max: 1.311180, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 23, loss@min: 0.898098, loss@max: 1.294434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.904497, loss@max: 1.286686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.918452, loss@max: 1.286941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.920122, loss@max: 1.284092, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.924667, loss@max: 1.283761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.930640, loss@max: 1.280659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.934761, loss@max: 1.283523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.943611, loss@max: 1.280774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.948261, loss@max: 1.279203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.953048, loss@max: 1.283652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.955830, loss@max: 1.283052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.956502, loss@max: 1.284976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.957507, loss@max: 1.291557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.952786, loss@max: 1.295514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.954108, loss@max: 1.307718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.947096, loss@max: 1.307638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.947875, loss@max: 1.311170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.948627, loss@max: 1.312090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.953093, loss@max: 1.312952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.951096, loss@max: 1.315522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.945340, loss@max: 1.324264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.941999, loss@max: 1.328932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.941796, loss@max: 1.331386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.937020, loss@max: 1.338027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.959127, loss@max: 1.346726, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 48, loss@min: 0.938396, loss@max: 1.340544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.943238, loss@max: 1.337268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.945607, loss@max: 1.337009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.945385, loss@max: 1.338642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.941053, loss@max: 1.343895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.937497, loss@max: 1.348837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.934750, loss@max: 1.352985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.939985, loss@max: 1.349164, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 11:36:22 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.584736, loss@max: 1.843433, Top1S acc: 100.000000, Top1T acc: 44.148933 Train:epoch: 2, loss@min: 3.860489, loss@max: 1.503542, Top1S acc: 100.000000, Top1T acc: 64.361702 Train:epoch: 3, loss@min: 2.833919, loss@max: 1.327571, Top1S acc: 100.000000, Top1T acc: 75.531914 Train:epoch: 4, loss@min: 2.147409, loss@max: 1.227904, Top1S acc: 100.000000, Top1T acc: 86.170212 Train:epoch: 5, loss@min: 1.716026, loss@max: 1.189126, Top1S acc: 100.000000, Top1T acc: 93.085106 Train:epoch: 6, loss@min: 1.415007, loss@max: 1.184170, Top1S acc: 100.000000, Top1T acc: 95.212761 Train:epoch: 7, loss@min: 1.248780, loss@max: 1.207136, Top1S acc: 100.000000, Top1T acc: 96.276596 Train:epoch: 8, loss@min: 1.040128, loss@max: 1.211728, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 9, loss@min: 0.965992, loss@max: 1.238707, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 10, loss@min: 0.912832, loss@max: 1.262353, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 11, loss@min: 0.871831, loss@max: 1.277675, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 12, loss@min: 0.861286, loss@max: 1.281442, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 13, loss@min: 0.846261, loss@max: 1.274980, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.855782, loss@max: 1.268982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.865421, loss@max: 1.268882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.873026, loss@max: 1.276613, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 17, loss@min: 0.879549, loss@max: 1.293558, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 18, loss@min: 0.855425, loss@max: 1.303967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.846771, loss@max: 1.312519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.849558, loss@max: 1.315132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.868230, loss@max: 1.311451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.891241, loss@max: 1.305344, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 23, loss@min: 0.901707, loss@max: 1.289190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.906278, loss@max: 1.284487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.917244, loss@max: 1.287795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.916666, loss@max: 1.286877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.921169, loss@max: 1.286786, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.929696, loss@max: 1.281789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.935972, loss@max: 1.282371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.946504, loss@max: 1.277659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.950791, loss@max: 1.276303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.954086, loss@max: 1.283457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.953715, loss@max: 1.285058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.952537, loss@max: 1.288170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.953979, loss@max: 1.294903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.951281, loss@max: 1.297114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.957232, loss@max: 1.307567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.949291, loss@max: 1.305053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.949944, loss@max: 1.308769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.948528, loss@max: 1.312219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.950571, loss@max: 1.314690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.947642, loss@max: 1.318448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.942793, loss@max: 1.326681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.941279, loss@max: 1.329668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.942842, loss@max: 1.330199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.939216, loss@max: 1.335647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.961361, loss@max: 1.345212, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 48, loss@min: 0.938735, loss@max: 1.340309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.942475, loss@max: 1.337997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.943971, loss@max: 1.338491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.943431, loss@max: 1.340617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.940437, loss@max: 1.344655, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.938414, loss@max: 1.347917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.936579, loss@max: 1.351092, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.942305, loss@max: 1.346805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.944132, loss@max: 1.345811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.949111, loss@max: 1.342458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.951431, loss@max: 1.343100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.947781, loss@max: 1.345320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.941303, loss@max: 1.352401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.938881, loss@max: 1.355811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.944287, loss@max: 1.351027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.950686, loss@max: 1.346227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.953325, loss@max: 1.343616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.952406, loss@max: 1.345243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.945846, loss@max: 1.352315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.943124, loss@max: 1.355386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.942963, loss@max: 1.356361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947083, loss@max: 1.352065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.952617, loss@max: 1.347468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.951223, loss@max: 1.349192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.952332, loss@max: 1.348194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.945765, loss@max: 1.355592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.944555, loss@max: 1.357117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.943596, loss@max: 1.358424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.948857, loss@max: 1.353080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.948883, loss@max: 1.353691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.951490, loss@max: 1.351122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.950626, loss@max: 1.352826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.945920, loss@max: 1.357141, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002274, LT: 3.223795, Top1S: 100.000000, Top1T: 58.510639Best acc: 58.510639 Train:epoch: 81, loss@min: 0.946049, loss@max: 1.357534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002271, LT: 3.218675, Top1S: 100.000000, Top1T: 58.510639 Train:epoch: 82, loss@min: 0.947982, loss@max: 1.355489, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 11:40:46 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.568215, loss@max: 1.839220, Top1S acc: 100.000000, Top1T acc: 44.148933 Train:epoch: 2, loss@min: 3.865926, loss@max: 1.505049, Top1S acc: 100.000000, Top1T acc: 64.893616 Train:epoch: 3, loss@min: 2.844924, loss@max: 1.330719, Top1S acc: 100.000000, Top1T acc: 75.531914 Train:epoch: 4, loss@min: 2.161128, loss@max: 1.231889, Top1S acc: 100.000000, Top1T acc: 86.170212 Train:epoch: 5, loss@min: 1.731158, loss@max: 1.193752, Top1S acc: 100.000000, Top1T acc: 93.085106 Train:epoch: 6, loss@min: 1.430281, loss@max: 1.189164, Top1S acc: 100.000000, Top1T acc: 94.148933 Train:epoch: 7, loss@min: 1.260275, loss@max: 1.211652, Top1S acc: 100.000000, Top1T acc: 96.276596 Train:epoch: 8, loss@min: 1.047988, loss@max: 1.215835, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 9, loss@min: 0.970124, loss@max: 1.242067, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 10, loss@min: 0.916322, loss@max: 1.266354, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 11, loss@min: 0.873683, loss@max: 1.282194, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 12, loss@min: 0.859711, loss@max: 1.286141, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 13, loss@min: 0.844034, loss@max: 1.280095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.853291, loss@max: 1.273617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.864041, loss@max: 1.272143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.874666, loss@max: 1.277654, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 17, loss@min: 0.883348, loss@max: 1.292366, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 18, loss@min: 0.859826, loss@max: 1.300770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.850230, loss@max: 1.309889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.850068, loss@max: 1.315204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.866130, loss@max: 1.315345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.887083, loss@max: 1.311181, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 23, loss@min: 0.898096, loss@max: 1.294436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.904497, loss@max: 1.286686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.918452, loss@max: 1.286941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.920123, loss@max: 1.284091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.924667, loss@max: 1.283760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.930639, loss@max: 1.280660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.934761, loss@max: 1.283523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.943611, loss@max: 1.280774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.948261, loss@max: 1.279203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.953049, loss@max: 1.283651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.955830, loss@max: 1.283052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.956501, loss@max: 1.284976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.957506, loss@max: 1.291558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.952785, loss@max: 1.295515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.954108, loss@max: 1.307718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.947097, loss@max: 1.307637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.947876, loss@max: 1.311170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.948627, loss@max: 1.312091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.953091, loss@max: 1.312953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.951095, loss@max: 1.315523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.945340, loss@max: 1.324263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.942001, loss@max: 1.328930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.941798, loss@max: 1.331384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.937020, loss@max: 1.338027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.959126, loss@max: 1.346727, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 48, loss@min: 0.938394, loss@max: 1.340546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.943237, loss@max: 1.337268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.945608, loss@max: 1.337007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.945387, loss@max: 1.338640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.941054, loss@max: 1.343895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.937496, loss@max: 1.348838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.934750, loss@max: 1.352985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.939986, loss@max: 1.349164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.942851, loss@max: 1.346956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.948958, loss@max: 1.342543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.953129, loss@max: 1.341328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.950207, loss@max: 1.342759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.943249, loss@max: 1.350313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.938549, loss@max: 1.356123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.941141, loss@max: 1.354156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.946675, loss@max: 1.350037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.951161, loss@max: 1.345689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.954127, loss@max: 1.343528, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.950078, loss@max: 1.348048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.946854, loss@max: 1.351557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.943545, loss@max: 1.355736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.943993, loss@max: 1.355278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.948796, loss@max: 1.351143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.949084, loss@max: 1.351213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.952657, loss@max: 1.347861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.948527, loss@max: 1.352793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.947138, loss@max: 1.354396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.945429, loss@max: 1.356489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.948399, loss@max: 1.353517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.946721, loss@max: 1.355823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.949573, loss@max: 1.352992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.949839, loss@max: 1.353553, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.946595, loss@max: 1.356343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002272, LT: 3.145017, Top1S: 100.000000, Top1T: 58.569740Best acc: 58.569740 Train:epoch: 81, loss@min: 0.947041, loss@max: 1.356563, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002269, LT: 3.141232, Top1S: 100.000000, Top1T: 58.569740 Train:epoch: 82, loss@min: 0.949047, loss@max: 1.354515, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002266, LT: 3.137784, Top1S: 100.000000, Top1T: 58.628841Best acc: 58.628841 Train:epoch: 83, loss@min: 0.945437, loss@max: 1.358294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002263, LT: 3.134581, Top1S: 100.000000, Top1T: 58.569740 Train:epoch: 84, loss@min: 0.947788, loss@max: 1.355757, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002260, LT: 3.131670, Top1S: 100.000000, Top1T: 58.687943Best acc: 58.687943 Train:epoch: 85, loss@min: 0.949409, loss@max: 1.354307, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002257, LT: 3.129150, Top1S: 100.000000, Top1T: 58.687943 Train:epoch: 86, loss@min: 0.947181, loss@max: 1.357541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002254, LT: 3.125621, Top1S: 100.000000, Top1T: 58.687943 Train:epoch: 87, loss@min: 0.947327, loss@max: 1.356712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002252, LT: 3.122433, Top1S: 100.000000, Top1T: 58.687943 Train:epoch: 88, loss@min: 0.949616, loss@max: 1.355039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002249, LT: 3.118667, Top1S: 100.000000, Top1T: 58.747044Best acc: 58.747044 Train:epoch: 89, loss@min: 0.948816, loss@max: 1.355335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002247, LT: 3.115214, Top1S: 100.000000, Top1T: 58.806149Best acc: 58.806149 Train:epoch: 90, loss@min: 0.946715, loss@max: 1.357694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002245, LT: 3.112102, Top1S: 100.000000, Top1T: 58.806149 Train:epoch: 91, loss@min: 0.948948, loss@max: 1.355573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002243, LT: 3.109418, Top1S: 100.000000, Top1T: 58.806149 Train:epoch: 92, loss@min: 0.948818, loss@max: 1.355570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002240, LT: 3.107090, Top1S: 100.000000, Top1T: 58.806149 Train:epoch: 93, loss@min: 0.948466, loss@max: 1.356569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002238, LT: 3.104502, Top1S: 100.000000, Top1T: 58.806149 Train:epoch: 94, loss@min: 0.949372, loss@max: 1.355414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002236, LT: 3.102262, Top1S: 100.000000, Top1T: 58.806149 Train:epoch: 95, loss@min: 0.949902, loss@max: 1.354930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002234, LT: 3.100316, Top1S: 100.000000, Top1T: 58.806149 Train:epoch: 96, loss@min: 0.946809, loss@max: 1.357954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002232, LT: 3.098693, Top1S: 100.000000, Top1T: 58.806149 Train:epoch: 97, loss@min: 0.949120, loss@max: 1.355681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002230, LT: 3.097309, Top1S: 100.000000, Top1T: 58.806149 Train:epoch: 98, loss@min: 0.946353, loss@max: 1.358685, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 11:51:27 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.340214, loss@max: 1.778908, Top1S acc: 100.000000, Top1T acc: 42.021275 Train:epoch: 2, loss@min: 4.779163, loss@max: 1.739738, Top1S acc: 100.000000, Top1T acc: 50.531914 Train:epoch: 3, loss@min: 4.356434, loss@max: 1.737151, Top1S acc: 100.000000, Top1T acc: 54.787231 Train:epoch: 4, loss@min: 3.927998, loss@max: 1.729815, Top1S acc: 100.000000, Top1T acc: 57.978722 Train:epoch: 5, loss@min: 3.624735, loss@max: 1.750691, Top1S acc: 100.000000, Top1T acc: 64.361702 Train:epoch: 6, loss@min: 3.256754, loss@max: 1.750052, Top1S acc: 100.000000, Top1T acc: 68.085106 Train:epoch: 7, loss@min: 3.089645, loss@max: 1.793369, Top1S acc: 100.000000, Top1T acc: 69.680847 Train:epoch: 8, loss@min: 2.782502, loss@max: 1.797089, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 9, loss@min: 2.571181, loss@max: 1.808753, Top1S acc: 100.000000, Top1T acc: 80.319138 Train:epoch: 10, loss@min: 2.333837, loss@max: 1.805413, Top1S acc: 100.000000, Top1T acc: 83.510628 Train:epoch: 11, loss@min: 2.257990, loss@max: 1.827523, Top1S acc: 100.000000, Top1T acc: 84.042549 Train:epoch: 12, loss@min: 1.968916, loss@max: 1.787955, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 13, loss@min: 1.885219, loss@max: 1.793424, Top1S acc: 100.000000, Top1T acc: 87.765953 Train:epoch: 14, loss@min: 1.666643, loss@max: 1.749039, Top1S acc: 100.000000, Top1T acc: 92.021271 Train:epoch: 15, loss@min: 1.625242, loss@max: 1.741004, Top1S acc: 100.000000, Top1T acc: 92.553192 Train:epoch: 16, loss@min: 1.564232, loss@max: 1.730721, Top1S acc: 100.000000, Top1T acc: 93.085106 Train:epoch: 17, loss@min: 1.483599, loss@max: 1.700387, Top1S acc: 100.000000, Top1T acc: 95.212761 Train:epoch: 18, loss@min: 1.389166, loss@max: 1.668449, Top1S acc: 100.000000, Top1T acc: 96.276596 Train:epoch: 19, loss@min: 1.355023, loss@max: 1.652247, Top1S acc: 100.000000, Top1T acc: 96.276596 Train:epoch: 20, loss@min: 1.280363, loss@max: 1.609385, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 21, loss@min: 1.258554, loss@max: 1.593342, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 22, loss@min: 1.266232, loss@max: 1.582789, Top1S acc: 100.000000, Top1T acc: 97.340424 Train:epoch: 23, loss@min: 1.162873, loss@max: 1.520951, Top1S acc: 100.000000, Top1T acc: 98.404251 Train:epoch: 24, loss@min: 1.131135, loss@max: 1.500651, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 25, loss@min: 1.138063, loss@max: 1.491532, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 26, loss@min: 1.137450, loss@max: 1.481154, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 27, loss@min: 1.095884, loss@max: 1.450287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.090142, loss@max: 1.441956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.087684, loss@max: 1.431481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.102522, loss@max: 1.420473, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 31, loss@min: 1.065157, loss@max: 1.404232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.080493, loss@max: 1.415846, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 33, loss@min: 1.043906, loss@max: 1.392323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.038512, loss@max: 1.388101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.032317, loss@max: 1.385752, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.030910, loss@max: 1.385392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.017391, loss@max: 1.374849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.009464, loss@max: 1.373920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.033107, loss@max: 1.393445, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 40, loss@min: 1.005889, loss@max: 1.381114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.995388, loss@max: 1.372965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.995107, loss@max: 1.378885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.996464, loss@max: 1.381523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.986541, loss@max: 1.379957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.978989, loss@max: 1.374395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.977222, loss@max: 1.384240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.975623, loss@max: 1.385566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.975585, loss@max: 1.392256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.984079, loss@max: 1.391133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.971388, loss@max: 1.382128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.968013, loss@max: 1.379959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.968431, loss@max: 1.382679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.967612, loss@max: 1.384295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.966972, loss@max: 1.388215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.965977, loss@max: 1.385946, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.961852, loss@max: 1.386362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.960357, loss@max: 1.385097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.962192, loss@max: 1.383457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.965601, loss@max: 1.382945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.965021, loss@max: 1.381491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.963218, loss@max: 1.378029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.966141, loss@max: 1.379083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.965585, loss@max: 1.380903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.964829, loss@max: 1.381849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.968794, loss@max: 1.379965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.964314, loss@max: 1.383847, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.963276, loss@max: 1.381261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.972289, loss@max: 1.385707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.962832, loss@max: 1.377375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.966468, loss@max: 1.378099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.963952, loss@max: 1.374897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.962410, loss@max: 1.370716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.966541, loss@max: 1.381433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.961921, loss@max: 1.374083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.960956, loss@max: 1.373886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.961177, loss@max: 1.374699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.962481, loss@max: 1.383709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.959991, loss@max: 1.373865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.970912, loss@max: 1.378052, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 80, loss@min: 0.962655, loss@max: 1.375288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002212, LT: 1.698417, Top1S: 100.000000, Top1T: 61.938534Best acc: 61.938534 Train:epoch: 81, loss@min: 0.963407, loss@max: 1.378548, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002207, LT: 1.699187, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 82, loss@min: 0.965836, loss@max: 1.376448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002203, LT: 1.700043, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 83, loss@min: 0.962504, loss@max: 1.378922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002198, LT: 1.701092, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 84, loss@min: 0.959736, loss@max: 1.377498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002194, LT: 1.702165, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 85, loss@min: 0.961429, loss@max: 1.380416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002190, LT: 1.703089, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 86, loss@min: 0.961170, loss@max: 1.378062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002186, LT: 1.704019, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 87, loss@min: 0.959765, loss@max: 1.378605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002183, LT: 1.704820, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 88, loss@min: 0.959360, loss@max: 1.376576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002179, LT: 1.705588, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 89, loss@min: 0.963084, loss@max: 1.378291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002176, LT: 1.706322, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 90, loss@min: 0.958294, loss@max: 1.375633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002172, LT: 1.706924, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 91, loss@min: 0.961869, loss@max: 1.375676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002169, LT: 1.707506, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 92, loss@min: 0.958033, loss@max: 1.371327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002166, LT: 1.708073, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 93, loss@min: 0.963990, loss@max: 1.379549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002163, LT: 1.708656, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 94, loss@min: 0.957611, loss@max: 1.374357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002160, LT: 1.709248, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 95, loss@min: 0.961485, loss@max: 1.375271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002157, LT: 1.709912, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 96, loss@min: 0.959957, loss@max: 1.374714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002154, LT: 1.710545, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 97, loss@min: 0.960166, loss@max: 1.376228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002151, LT: 1.711182, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 98, loss@min: 0.961432, loss@max: 1.381042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002149, LT: 1.711736, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 99, loss@min: 0.962363, loss@max: 1.377737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002146, LT: 1.712266, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 100, loss@min: 0.958359, loss@max: 1.378948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002144, LT: 1.712739, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 101, loss@min: 0.958659, loss@max: 1.375571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002141, LT: 1.713176, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 102, loss@min: 0.960664, loss@max: 1.379269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002139, LT: 1.713589, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 103, loss@min: 0.958640, loss@max: 1.374893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002137, LT: 1.714025, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 104, loss@min: 0.958972, loss@max: 1.372333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002135, LT: 1.714418, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 105, loss@min: 0.959301, loss@max: 1.373569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002133, LT: 1.714779, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 106, loss@min: 0.965142, loss@max: 1.380846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002131, LT: 1.715219, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 107, loss@min: 0.958945, loss@max: 1.373461, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002129, LT: 1.715655, Top1S: 100.000000, Top1T: 61.997635Best acc: 61.997635 Train:epoch: 108, loss@min: 0.958848, loss@max: 1.374032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002128, LT: 1.716123, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 109, loss@min: 0.961258, loss@max: 1.378593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002126, LT: 1.716644, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 110, loss@min: 0.956456, loss@max: 1.373462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002124, LT: 1.717134, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 111, loss@min: 0.958238, loss@max: 1.376388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002123, LT: 1.717585, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 112, loss@min: 0.962543, loss@max: 1.378578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002121, LT: 1.718130, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 113, loss@min: 0.958209, loss@max: 1.372136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002120, LT: 1.718652, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 114, loss@min: 0.960383, loss@max: 1.378128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002119, LT: 1.719077, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 115, loss@min: 0.958566, loss@max: 1.374632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002118, LT: 1.719459, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 116, loss@min: 0.958210, loss@max: 1.371899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002116, LT: 1.719790, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 117, loss@min: 0.958530, loss@max: 1.374235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002115, LT: 1.720114, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 118, loss@min: 0.958141, loss@max: 1.373624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002114, LT: 1.720439, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 119, loss@min: 0.957031, loss@max: 1.372183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002113, LT: 1.720723, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 120, loss@min: 0.964877, loss@max: 1.382600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002112, LT: 1.720954, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 121, loss@min: 0.959583, loss@max: 1.375543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002111, LT: 1.721152, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 122, loss@min: 0.959303, loss@max: 1.373506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002110, LT: 1.721361, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 123, loss@min: 0.956517, loss@max: 1.373535, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002110, LT: 1.721539, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 124, loss@min: 0.957877, loss@max: 1.375294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002109, LT: 1.721686, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 125, loss@min: 0.957959, loss@max: 1.374445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002108, LT: 1.721823, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 126, loss@min: 0.958728, loss@max: 1.373634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002108, LT: 1.721963, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 127, loss@min: 0.960010, loss@max: 1.376330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002107, LT: 1.722067, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 128, loss@min: 0.959578, loss@max: 1.375680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002107, LT: 1.722153, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 129, loss@min: 0.960133, loss@max: 1.373164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002106, LT: 1.722246, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 130, loss@min: 0.956574, loss@max: 1.377093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002106, LT: 1.722324, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 131, loss@min: 0.956666, loss@max: 1.373604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002105, LT: 1.722391, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 132, loss@min: 0.962590, loss@max: 1.378017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002105, LT: 1.722468, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 133, loss@min: 0.963263, loss@max: 1.378966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002105, LT: 1.722554, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 134, loss@min: 0.957965, loss@max: 1.373078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002104, LT: 1.722621, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 135, loss@min: 0.959303, loss@max: 1.376439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002104, LT: 1.722684, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 136, loss@min: 0.957329, loss@max: 1.373832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002104, LT: 1.722739, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 137, loss@min: 0.960558, loss@max: 1.376285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002104, LT: 1.722778, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 138, loss@min: 0.957709, loss@max: 1.376778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002104, LT: 1.722815, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 139, loss@min: 0.959086, loss@max: 1.371773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002103, LT: 1.722856, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 140, loss@min: 0.956723, loss@max: 1.373409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002103, LT: 1.722890, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 141, loss@min: 0.958305, loss@max: 1.376051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002103, LT: 1.722912, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 142, loss@min: 0.964037, loss@max: 1.379539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002103, LT: 1.722937, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 143, loss@min: 0.958544, loss@max: 1.373794, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002103, LT: 1.722953, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 144, loss@min: 0.957877, loss@max: 1.376033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002103, LT: 1.722965, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 145, loss@min: 0.955392, loss@max: 1.377359, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002103, LT: 1.722973, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 146, loss@min: 0.959503, loss@max: 1.380829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002103, LT: 1.722978, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 147, loss@min: 0.955477, loss@max: 1.371923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002103, LT: 1.722980, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 148, loss@min: 0.961173, loss@max: 1.377363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002103, LT: 1.722981, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 149, loss@min: 0.959817, loss@max: 1.378399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002103, LT: 1.722981, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 150, loss@min: 0.957478, loss@max: 1.375674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002103, LT: 1.722981, Top1S: 100.000000, Top1T: 61.938534 ------------------------------------------- Sat Jul 29 13:03:35 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 13:17:52 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.975492, loss@max: 1.921770, Top1S acc: 100.000000, Top1T acc: 42.553188 Train:epoch: 2, loss@min: 5.157365, loss@max: 1.802718, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 4.315702, loss@max: 1.681095, Top1S acc: 100.000000, Top1T acc: 52.127659 Train:epoch: 4, loss@min: 3.849021, loss@max: 1.659365, Top1S acc: 100.000000, Top1T acc: 60.638294 Train:epoch: 5, loss@min: 3.553337, loss@max: 1.680322, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 3.160451, loss@max: 1.668554, Top1S acc: 100.000000, Top1T acc: 73.404251 Train:epoch: 7, loss@min: 2.881965, loss@max: 1.688897, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 8, loss@min: 2.530651, loss@max: 1.672139, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 9, loss@min: 2.206554, loss@max: 1.659924, Top1S acc: 100.000000, Top1T acc: 88.297867 Train:epoch: 10, loss@min: 2.037427, loss@max: 1.673900, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 11, loss@min: 1.750667, loss@max: 1.645132, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 12, loss@min: 1.638419, loss@max: 1.653165, Top1S acc: 100.000000, Top1T acc: 94.680847 Train:epoch: 13, loss@min: 1.441934, loss@max: 1.620524, Top1S acc: 100.000000, Top1T acc: 96.808510 Train:epoch: 14, loss@min: 1.352688, loss@max: 1.628795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.317628, loss@max: 1.635586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.224319, loss@max: 1.603970, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 17, loss@min: 1.148000, loss@max: 1.567681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.065756, loss@max: 1.527426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.034250, loss@max: 1.498263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.053772, loss@max: 1.498795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.002156, loss@max: 1.448784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.998310, loss@max: 1.434369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.995528, loss@max: 1.416156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.981925, loss@max: 1.395051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.989012, loss@max: 1.387884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.975350, loss@max: 1.371405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.007454, loss@max: 1.379762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.978260, loss@max: 1.360466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.990009, loss@max: 1.373358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.977882, loss@max: 1.354080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.975119, loss@max: 1.345510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.977199, loss@max: 1.342975, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.974785, loss@max: 1.340733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.965503, loss@max: 1.331490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.972462, loss@max: 1.331243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971694, loss@max: 1.338600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.974728, loss@max: 1.340098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.971595, loss@max: 1.333897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.974960, loss@max: 1.332682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.976925, loss@max: 1.331735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.976663, loss@max: 1.331283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.982391, loss@max: 1.339269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.968786, loss@max: 1.336941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.969966, loss@max: 1.341614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.967735, loss@max: 1.343280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.966390, loss@max: 1.350057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.961411, loss@max: 1.351209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.961855, loss@max: 1.358505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.958682, loss@max: 1.359320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.952856, loss@max: 1.361054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.952450, loss@max: 1.362223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.948578, loss@max: 1.363483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.955603, loss@max: 1.369280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.950529, loss@max: 1.368165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.950093, loss@max: 1.371712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.947550, loss@max: 1.367109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.950188, loss@max: 1.367193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.951270, loss@max: 1.366488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.952847, loss@max: 1.367126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.951583, loss@max: 1.364129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.954642, loss@max: 1.366631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.956380, loss@max: 1.370496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.952972, loss@max: 1.365929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.957485, loss@max: 1.366780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.958329, loss@max: 1.363384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.952617, loss@max: 1.361910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.954726, loss@max: 1.368021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.952004, loss@max: 1.365708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.955414, loss@max: 1.366241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955354, loss@max: 1.363438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.951746, loss@max: 1.365037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953043, loss@max: 1.362948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.954807, loss@max: 1.363691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.954268, loss@max: 1.366230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956471, loss@max: 1.367078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955743, loss@max: 1.367301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954628, loss@max: 1.367140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.955192, loss@max: 1.370004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.952616, loss@max: 1.368959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955193, loss@max: 1.370838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002218, LT: 1.964447, Top1S: 100.000000, Top1T: 55.082741Best acc: 55.082741 Train:epoch: 81, loss@min: 0.955475, loss@max: 1.365627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002214, LT: 1.965012, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 82, loss@min: 0.956357, loss@max: 1.366083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002211, LT: 1.965523, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 83, loss@min: 0.955695, loss@max: 1.366639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002207, LT: 1.966076, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 84, loss@min: 0.959953, loss@max: 1.362069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002204, LT: 1.966656, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 85, loss@min: 0.953986, loss@max: 1.367304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002201, LT: 1.967234, Top1S: 100.000000, Top1T: 55.141846Best acc: 55.141846 Train:epoch: 86, loss@min: 0.956921, loss@max: 1.364979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002198, LT: 1.967717, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 87, loss@min: 0.955374, loss@max: 1.368893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002195, LT: 1.968109, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 88, loss@min: 0.956572, loss@max: 1.365983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002193, LT: 1.968459, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 89, loss@min: 0.954028, loss@max: 1.367615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002190, LT: 1.968884, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 90, loss@min: 0.951832, loss@max: 1.368381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002187, LT: 1.969294, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 91, loss@min: 0.951030, loss@max: 1.366306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002184, LT: 1.969715, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 92, loss@min: 0.952433, loss@max: 1.371117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002182, LT: 1.970124, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 93, loss@min: 0.950137, loss@max: 1.369947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002179, LT: 1.970516, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 94, loss@min: 0.951048, loss@max: 1.369158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002177, LT: 1.970843, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 95, loss@min: 0.951580, loss@max: 1.367776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002174, LT: 1.971179, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 96, loss@min: 0.953205, loss@max: 1.366976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002172, LT: 1.971446, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 97, loss@min: 0.952977, loss@max: 1.365642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002170, LT: 1.971694, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 98, loss@min: 0.953620, loss@max: 1.367387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002168, LT: 1.971903, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 99, loss@min: 0.955130, loss@max: 1.364478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002166, LT: 1.972095, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 100, loss@min: 0.955507, loss@max: 1.369989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002164, LT: 1.972310, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 101, loss@min: 0.955981, loss@max: 1.364544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002162, LT: 1.972520, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 102, loss@min: 0.961031, loss@max: 1.371165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002160, LT: 1.972696, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 103, loss@min: 0.955867, loss@max: 1.368586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002159, LT: 1.972892, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 104, loss@min: 0.952521, loss@max: 1.367029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002157, LT: 1.973070, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 105, loss@min: 0.953278, loss@max: 1.364767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002156, LT: 1.973234, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 106, loss@min: 0.954661, loss@max: 1.364387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002154, LT: 1.973389, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 107, loss@min: 0.955690, loss@max: 1.366760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002152, LT: 1.973584, Top1S: 100.000000, Top1T: 55.200947Best acc: 55.200947 Train:epoch: 108, loss@min: 0.951722, loss@max: 1.366300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002151, LT: 1.973766, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 109, loss@min: 0.953011, loss@max: 1.366622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002150, LT: 1.973943, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 110, loss@min: 0.953938, loss@max: 1.365133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002148, LT: 1.974119, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 111, loss@min: 0.952762, loss@max: 1.367949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002147, LT: 1.974290, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 112, loss@min: 0.953622, loss@max: 1.364509, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002145, LT: 1.974451, Top1S: 100.000000, Top1T: 55.260048Best acc: 55.260048 Train:epoch: 113, loss@min: 0.953746, loss@max: 1.369156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002144, LT: 1.974593, Top1S: 100.000000, Top1T: 55.260048 Train:epoch: 114, loss@min: 0.952934, loss@max: 1.368750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002143, LT: 1.974713, Top1S: 100.000000, Top1T: 55.319149Best acc: 55.319149 Train:epoch: 115, loss@min: 0.952655, loss@max: 1.369478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002142, LT: 1.974853, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 116, loss@min: 0.954234, loss@max: 1.368566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002141, LT: 1.974986, Top1S: 100.000000, Top1T: 55.378250Best acc: 55.378250 Train:epoch: 117, loss@min: 0.953455, loss@max: 1.365219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002140, LT: 1.975110, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 118, loss@min: 0.953721, loss@max: 1.368581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002139, LT: 1.975208, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 119, loss@min: 0.956372, loss@max: 1.370155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002138, LT: 1.975273, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 120, loss@min: 0.953444, loss@max: 1.366287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002137, LT: 1.975339, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 121, loss@min: 0.953545, loss@max: 1.367578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002137, LT: 1.975395, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 122, loss@min: 0.954460, loss@max: 1.370593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002136, LT: 1.975457, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 123, loss@min: 0.952255, loss@max: 1.368750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002135, LT: 1.975505, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 124, loss@min: 0.951687, loss@max: 1.367267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002135, LT: 1.975547, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 125, loss@min: 0.951651, loss@max: 1.368407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002134, LT: 1.975586, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 126, loss@min: 0.954500, loss@max: 1.373537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002134, LT: 1.975591, Top1S: 100.000000, Top1T: 55.437351Best acc: 55.437351 Train:epoch: 127, loss@min: 0.953860, loss@max: 1.366559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002133, LT: 1.975604, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 128, loss@min: 0.954589, loss@max: 1.366198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002133, LT: 1.975624, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 129, loss@min: 0.956004, loss@max: 1.366430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002133, LT: 1.975639, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 130, loss@min: 0.954550, loss@max: 1.366581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002132, LT: 1.975661, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 131, loss@min: 0.953419, loss@max: 1.365553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002132, LT: 1.975678, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 132, loss@min: 0.953541, loss@max: 1.366184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002132, LT: 1.975691, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 133, loss@min: 0.954926, loss@max: 1.366418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002131, LT: 1.975707, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 134, loss@min: 0.953903, loss@max: 1.367254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002131, LT: 1.975717, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 135, loss@min: 0.952899, loss@max: 1.367972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002131, LT: 1.975730, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 136, loss@min: 0.953484, loss@max: 1.366192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002131, LT: 1.975744, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 137, loss@min: 0.954468, loss@max: 1.366478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002131, LT: 1.975759, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 138, loss@min: 0.954296, loss@max: 1.366275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002130, LT: 1.975775, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 139, loss@min: 0.956667, loss@max: 1.363905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002130, LT: 1.975788, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 140, loss@min: 0.953645, loss@max: 1.367580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002130, LT: 1.975799, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 141, loss@min: 0.952953, loss@max: 1.366725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002130, LT: 1.975808, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 142, loss@min: 0.950425, loss@max: 1.367186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002130, LT: 1.975814, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 143, loss@min: 0.953675, loss@max: 1.367511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002130, LT: 1.975819, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 144, loss@min: 0.954684, loss@max: 1.366448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002130, LT: 1.975823, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 145, loss@min: 0.954965, loss@max: 1.371641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002130, LT: 1.975826, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 146, loss@min: 0.952891, loss@max: 1.366669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002130, LT: 1.975828, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 147, loss@min: 0.954375, loss@max: 1.370651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002130, LT: 1.975829, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 148, loss@min: 0.954267, loss@max: 1.365475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 149, loss@min: 0.955002, loss@max: 1.367135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 150, loss@min: 0.954515, loss@max: 1.368362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 15:47:28 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.221536, loss@max: 2.004691, Top1S acc: 100.000000, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 5.146734, loss@max: 1.843134, Top1S acc: 100.000000, Top1T acc: 46.808510 Train:epoch: 3, loss@min: 4.575261, loss@max: 1.795754, Top1S acc: 100.000000, Top1T acc: 51.063828 Train:epoch: 4, loss@min: 3.792041, loss@max: 1.694804, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 5, loss@min: 3.439985, loss@max: 1.686226, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 2.875721, loss@max: 1.629148, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 7, loss@min: 2.531439, loss@max: 1.602067, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 8, loss@min: 2.187637, loss@max: 1.562750, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 9, loss@min: 1.965805, loss@max: 1.556869, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 10, loss@min: 1.738928, loss@max: 1.540220, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 1.464994, loss@max: 1.498526, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 12, loss@min: 1.412574, loss@max: 1.530656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.246202, loss@max: 1.486961, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.170208, loss@max: 1.481385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.072477, loss@max: 1.454805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.996373, loss@max: 1.420286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.980957, loss@max: 1.417027, Top1S acc: 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Train:epoch: 47, loss@min: 0.952654, loss@max: 1.339296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.956655, loss@max: 1.333529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.955083, loss@max: 1.342405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.958911, loss@max: 1.338744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.958103, loss@max: 1.343026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.959887, loss@max: 1.343010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.955464, loss@max: 1.344207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.949706, loss@max: 1.352193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.948150, loss@max: 1.359104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.949420, loss@max: 1.352853, Top1S acc: 100.000000, 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loss@max: 1.362599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954877, loss@max: 1.364594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.952424, loss@max: 1.360514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954534, loss@max: 1.360481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955125, loss@max: 1.355973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002361, LT: 1.994824, Top1S: 100.000000, Top1T: 50.472813Best acc: 50.472813 Train:epoch: 81, loss@min: 0.955275, loss@max: 1.360168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002359, LT: 1.995331, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 82, loss@min: 0.952025, loss@max: 1.363189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002356, LT: 1.995787, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 83, loss@min: 0.945704, loss@max: 1.367800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002352, LT: 1.996254, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 84, loss@min: 0.983040, loss@max: 1.383704, Top1S acc: 100.000000, Top1T acc: 97.872337 Test:epoch: 84, LS: 0.002349, LT: 1.996177, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 85, loss@min: 0.953604, loss@max: 1.362519, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002346, LT: 1.996216, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 86, loss@min: 0.950249, loss@max: 1.361750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002343, LT: 1.996355, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 87, loss@min: 0.957535, loss@max: 1.370329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002340, LT: 1.996761, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 88, loss@min: 0.950626, loss@max: 1.363725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002337, LT: 1.997188, Top1S: 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Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002322, LT: 1.999418, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 95, loss@min: 0.954915, loss@max: 1.361659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002319, LT: 1.999820, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 96, loss@min: 0.949624, loss@max: 1.370270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002317, LT: 2.000298, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 97, loss@min: 0.952409, loss@max: 1.363343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002315, LT: 2.000741, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 98, loss@min: 0.952559, loss@max: 1.363537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002313, LT: 2.001123, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 99, loss@min: 0.952329, loss@max: 1.364503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002311, LT: 2.001419, 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loss@min: 0.953037, loss@max: 1.362447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002300, LT: 2.002497, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 106, loss@min: 0.955686, loss@max: 1.364465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002298, LT: 2.002672, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 107, loss@min: 0.950571, loss@max: 1.365202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002297, LT: 2.002834, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 108, loss@min: 0.952980, loss@max: 1.360914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002296, LT: 2.002986, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 109, loss@min: 0.951230, loss@max: 1.363001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002294, LT: 2.003130, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 110, loss@min: 0.948508, loss@max: 1.366355, Top1S acc: 100.000000, Top1T acc: 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Top1T: 50.531914 Train:epoch: 116, loss@min: 0.950236, loss@max: 1.365033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002286, LT: 2.003708, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 117, loss@min: 0.951627, loss@max: 1.367630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002285, LT: 2.003741, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 118, loss@min: 0.951640, loss@max: 1.362534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002284, LT: 2.003777, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 119, loss@min: 0.950548, loss@max: 1.363758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002283, LT: 2.003804, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 120, loss@min: 0.955077, loss@max: 1.361123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002282, LT: 2.003798, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 121, loss@min: 0.955102, loss@max: 1.365200, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002281, LT: 2.003796, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 122, loss@min: 0.950610, loss@max: 1.364766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002280, LT: 2.003783, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 123, loss@min: 0.955199, loss@max: 1.359750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002280, LT: 2.003767, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 124, loss@min: 0.957829, loss@max: 1.363876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002279, LT: 2.003770, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 125, loss@min: 0.954059, loss@max: 1.361101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002278, LT: 2.003776, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 126, loss@min: 0.951320, loss@max: 1.362968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002278, LT: 2.003795, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 127, loss@min: 0.953118, loss@max: 1.361464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002278, LT: 2.003822, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 128, loss@min: 0.950953, loss@max: 1.363213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002277, LT: 2.003856, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 129, loss@min: 0.951789, loss@max: 1.366118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002277, LT: 2.003891, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 130, loss@min: 0.950902, loss@max: 1.364105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002276, LT: 2.003920, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 131, loss@min: 0.948767, loss@max: 1.366737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002276, LT: 2.003952, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 132, loss@min: 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Test:epoch: 137, LS: 0.002275, LT: 2.004108, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 138, loss@min: 0.951487, loss@max: 1.362781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002274, LT: 2.004124, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 139, loss@min: 0.953509, loss@max: 1.362569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002274, LT: 2.004136, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 140, loss@min: 0.950646, loss@max: 1.364536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002274, LT: 2.004145, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 141, loss@min: 0.953480, loss@max: 1.365386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002274, LT: 2.004151, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 142, loss@min: 0.950147, loss@max: 1.365118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002274, LT: 2.004155, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 143, loss@min: 0.951249, loss@max: 1.364620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002274, LT: 2.004158, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 144, loss@min: 0.950176, loss@max: 1.365039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002274, LT: 2.004160, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 145, loss@min: 0.951484, loss@max: 1.365858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002274, LT: 2.004161, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 146, loss@min: 0.951749, loss@max: 1.362195, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 147, loss@min: 0.952639, loss@max: 1.365710, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 148, loss@min: 0.952799, loss@max: 1.362005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 149, loss@min: 0.952205, loss@max: 1.365512, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 150, loss@min: 0.950645, loss@max: 1.365723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 ------------------------------------------- Sat Jul 29 19:13:28 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 20:12:55 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.975492, loss@max: 1.921770, Top1S acc: 100.000000, Top1T acc: 42.553188 Train:epoch: 2, loss@min: 5.157365, loss@max: 1.802718, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 4.315702, loss@max: 1.681095, Top1S acc: 100.000000, Top1T acc: 52.127659 Train:epoch: 4, loss@min: 3.849021, loss@max: 1.659365, Top1S acc: 100.000000, Top1T acc: 60.638294 Train:epoch: 5, loss@min: 3.553337, loss@max: 1.680322, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 3.160451, loss@max: 1.668554, Top1S acc: 100.000000, Top1T acc: 73.404251 Train:epoch: 7, loss@min: 2.881965, loss@max: 1.688897, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 8, loss@min: 2.530651, loss@max: 1.672139, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 9, loss@min: 2.206554, loss@max: 1.659924, Top1S acc: 100.000000, Top1T acc: 88.297867 Train:epoch: 10, loss@min: 2.037427, loss@max: 1.673900, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 11, loss@min: 1.750667, loss@max: 1.645132, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 12, loss@min: 1.638419, loss@max: 1.653165, Top1S acc: 100.000000, Top1T acc: 94.680847 Train:epoch: 13, loss@min: 1.441934, loss@max: 1.620524, Top1S acc: 100.000000, Top1T acc: 96.808510 Train:epoch: 14, loss@min: 1.352688, loss@max: 1.628795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.317628, loss@max: 1.635586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.224319, loss@max: 1.603970, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 17, loss@min: 1.148000, loss@max: 1.567681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.065756, loss@max: 1.527426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.034250, loss@max: 1.498263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.053772, loss@max: 1.498795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 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Train:epoch: 31, loss@min: 0.975119, loss@max: 1.345510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.977199, loss@max: 1.342975, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.974785, loss@max: 1.340733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.965503, loss@max: 1.331490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.972462, loss@max: 1.331243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971694, loss@max: 1.338600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.974728, loss@max: 1.340098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.971595, loss@max: 1.333897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.974960, loss@max: 1.332682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.976925, loss@max: 1.331735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.976663, loss@max: 1.331283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.982391, loss@max: 1.339269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.968786, loss@max: 1.336941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.969966, loss@max: 1.341614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.967735, loss@max: 1.343280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.966390, loss@max: 1.350057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.961411, loss@max: 1.351209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.961855, loss@max: 1.358505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.958682, loss@max: 1.359320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.952856, loss@max: 1.361054, 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loss@min: 0.955354, loss@max: 1.363438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.951746, loss@max: 1.365037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953043, loss@max: 1.362948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.954807, loss@max: 1.363691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.954268, loss@max: 1.366230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956471, loss@max: 1.367078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955743, loss@max: 1.367301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954628, loss@max: 1.367140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.955192, loss@max: 1.370004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.952616, loss@max: 1.368959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955193, loss@max: 1.370838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002218, LT: 1.964447, Top1S: 100.000000, Top1T: 55.082741Best acc: 55.082741 Train:epoch: 81, loss@min: 0.955475, loss@max: 1.365627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002214, LT: 1.965012, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 82, loss@min: 0.956357, loss@max: 1.366083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002211, LT: 1.965523, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 83, loss@min: 0.955695, loss@max: 1.366639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002207, LT: 1.966076, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 84, loss@min: 0.959953, loss@max: 1.362069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002204, LT: 1.966656, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 85, loss@min: 0.953986, loss@max: 1.367304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002201, LT: 1.967234, Top1S: 100.000000, Top1T: 55.141846Best acc: 55.141846 Train:epoch: 86, loss@min: 0.956921, loss@max: 1.364979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002198, LT: 1.967717, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 87, loss@min: 0.955374, loss@max: 1.368893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002195, LT: 1.968109, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 88, loss@min: 0.956572, loss@max: 1.365983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002193, LT: 1.968459, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 89, loss@min: 0.954028, loss@max: 1.367615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002190, LT: 1.968884, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 90, loss@min: 0.951832, loss@max: 1.368381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002187, LT: 1.969294, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 91, loss@min: 0.951030, loss@max: 1.366306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002184, LT: 1.969715, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 92, loss@min: 0.952433, loss@max: 1.371117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002182, LT: 1.970124, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 93, loss@min: 0.950137, loss@max: 1.369947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002179, LT: 1.970516, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 94, loss@min: 0.951048, loss@max: 1.369158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002177, LT: 1.970843, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 95, loss@min: 0.951580, loss@max: 1.367776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002174, LT: 1.971179, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 96, loss@min: 0.953205, loss@max: 1.366976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002172, LT: 1.971446, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 97, loss@min: 0.952977, loss@max: 1.365642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002170, LT: 1.971694, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 98, loss@min: 0.953620, loss@max: 1.367387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002168, LT: 1.971903, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 99, loss@min: 0.955130, loss@max: 1.364478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002166, LT: 1.972095, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 100, loss@min: 0.955507, loss@max: 1.369989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002164, LT: 1.972310, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 101, loss@min: 0.955981, loss@max: 1.364544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002162, LT: 1.972520, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 102, loss@min: 0.961031, loss@max: 1.371165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002160, LT: 1.972696, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 103, loss@min: 0.955867, loss@max: 1.368586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002159, LT: 1.972892, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 104, loss@min: 0.952521, loss@max: 1.367029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002157, LT: 1.973070, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 105, loss@min: 0.953278, loss@max: 1.364767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002156, LT: 1.973234, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 106, loss@min: 0.954661, loss@max: 1.364387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002154, LT: 1.973389, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 107, loss@min: 0.955690, loss@max: 1.366760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002152, LT: 1.973584, Top1S: 100.000000, Top1T: 55.200947Best acc: 55.200947 Train:epoch: 108, loss@min: 0.951722, loss@max: 1.366300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002151, LT: 1.973766, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 109, loss@min: 0.953011, loss@max: 1.366622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002150, LT: 1.973943, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 110, loss@min: 0.953938, loss@max: 1.365133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002148, LT: 1.974119, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 111, loss@min: 0.952762, loss@max: 1.367949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002147, LT: 1.974290, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 112, loss@min: 0.953622, loss@max: 1.364509, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002145, LT: 1.974451, Top1S: 100.000000, Top1T: 55.260048Best acc: 55.260048 Train:epoch: 113, loss@min: 0.953746, loss@max: 1.369156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002144, LT: 1.974593, Top1S: 100.000000, Top1T: 55.260048 Train:epoch: 114, loss@min: 0.952934, loss@max: 1.368750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002143, LT: 1.974713, Top1S: 100.000000, Top1T: 55.319149Best acc: 55.319149 Train:epoch: 115, loss@min: 0.952655, loss@max: 1.369478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002142, LT: 1.974853, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 116, loss@min: 0.954234, loss@max: 1.368566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002141, LT: 1.974986, Top1S: 100.000000, Top1T: 55.378250Best acc: 55.378250 Train:epoch: 117, loss@min: 0.953455, loss@max: 1.365219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002140, LT: 1.975110, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 118, loss@min: 0.953721, loss@max: 1.368581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002139, LT: 1.975208, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 119, loss@min: 0.956372, loss@max: 1.370155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002138, LT: 1.975273, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 120, loss@min: 0.953444, loss@max: 1.366287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002137, LT: 1.975339, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 121, loss@min: 0.953545, loss@max: 1.367578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002137, LT: 1.975395, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 122, loss@min: 0.954460, loss@max: 1.370593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002136, LT: 1.975457, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 123, loss@min: 0.952255, loss@max: 1.368750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002135, LT: 1.975505, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 124, loss@min: 0.951687, loss@max: 1.367267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002135, LT: 1.975547, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 125, loss@min: 0.951651, loss@max: 1.368407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002134, LT: 1.975586, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 126, loss@min: 0.954500, loss@max: 1.373537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002134, LT: 1.975591, Top1S: 100.000000, Top1T: 55.437351Best acc: 55.437351 Train:epoch: 127, loss@min: 0.953860, loss@max: 1.366559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002133, LT: 1.975604, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 128, loss@min: 0.954589, loss@max: 1.366198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002133, LT: 1.975624, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 129, loss@min: 0.956004, loss@max: 1.366430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002133, LT: 1.975639, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 130, loss@min: 0.954550, loss@max: 1.366581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002132, LT: 1.975661, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 131, loss@min: 0.953419, loss@max: 1.365553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002132, LT: 1.975678, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 132, loss@min: 0.953541, loss@max: 1.366184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002132, LT: 1.975691, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 133, loss@min: 0.954926, loss@max: 1.366418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002131, LT: 1.975707, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 134, loss@min: 0.953903, loss@max: 1.367254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002131, LT: 1.975717, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 135, loss@min: 0.952899, loss@max: 1.367972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002131, LT: 1.975730, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 136, loss@min: 0.953484, loss@max: 1.366192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002131, LT: 1.975744, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 137, loss@min: 0.954468, loss@max: 1.366478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002131, LT: 1.975759, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 138, loss@min: 0.954296, loss@max: 1.366275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002130, LT: 1.975775, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 139, loss@min: 0.956667, loss@max: 1.363905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002130, LT: 1.975788, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 140, loss@min: 0.953645, loss@max: 1.367580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002130, LT: 1.975799, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 141, loss@min: 0.952953, loss@max: 1.366725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002130, LT: 1.975808, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 142, loss@min: 0.950425, loss@max: 1.367186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002130, LT: 1.975814, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 143, loss@min: 0.953675, loss@max: 1.367511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002130, LT: 1.975819, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 144, loss@min: 0.954684, loss@max: 1.366448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002130, LT: 1.975823, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 145, loss@min: 0.954965, loss@max: 1.371641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002130, LT: 1.975826, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 146, loss@min: 0.952891, loss@max: 1.366669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002130, LT: 1.975828, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 147, loss@min: 0.954375, loss@max: 1.370651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002130, LT: 1.975829, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 148, loss@min: 0.954267, loss@max: 1.365475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 149, loss@min: 0.955002, loss@max: 1.367135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 150, loss@min: 0.954515, loss@max: 1.368362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 ------------------------------------------- Sat Jul 29 21:28:38 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 22:12:35 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.975492, loss@max: 1.921770, Top1S acc: 100.000000, Top1T acc: 42.553188 Train:epoch: 2, loss@min: 5.157365, loss@max: 1.802718, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 4.315702, loss@max: 1.681095, Top1S acc: 100.000000, Top1T acc: 52.127659 Train:epoch: 4, loss@min: 3.849021, loss@max: 1.659365, Top1S acc: 100.000000, Top1T acc: 60.638294 Train:epoch: 5, loss@min: 3.553337, loss@max: 1.680322, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 3.160451, loss@max: 1.668554, Top1S acc: 100.000000, Top1T acc: 73.404251 Train:epoch: 7, loss@min: 2.881965, loss@max: 1.688897, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 8, loss@min: 2.530651, loss@max: 1.672139, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 9, loss@min: 2.206554, loss@max: 1.659924, Top1S acc: 100.000000, Top1T acc: 88.297867 Train:epoch: 10, loss@min: 2.037427, loss@max: 1.673900, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 11, loss@min: 1.750667, loss@max: 1.645132, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 12, loss@min: 1.638419, loss@max: 1.653165, Top1S acc: 100.000000, Top1T acc: 94.680847 Train:epoch: 13, loss@min: 1.441934, loss@max: 1.620524, Top1S acc: 100.000000, Top1T acc: 96.808510 Train:epoch: 14, loss@min: 1.352688, loss@max: 1.628795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.317628, loss@max: 1.635586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.224319, loss@max: 1.603970, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 17, loss@min: 1.148000, loss@max: 1.567681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.065756, loss@max: 1.527426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.034250, loss@max: 1.498263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.053772, loss@max: 1.498795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.002156, loss@max: 1.448784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.998310, loss@max: 1.434369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.995528, loss@max: 1.416156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.981925, loss@max: 1.395051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.989012, loss@max: 1.387884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.975350, loss@max: 1.371405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.007454, loss@max: 1.379762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.978260, loss@max: 1.360466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.990009, loss@max: 1.373358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.977882, loss@max: 1.354080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.975119, loss@max: 1.345510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.977199, loss@max: 1.342975, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.974785, loss@max: 1.340733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.965503, loss@max: 1.331490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.972462, loss@max: 1.331243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971694, loss@max: 1.338600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.974728, loss@max: 1.340098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.971595, loss@max: 1.333897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.974960, loss@max: 1.332682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.976925, loss@max: 1.331735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.976663, loss@max: 1.331283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.982391, loss@max: 1.339269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.968786, loss@max: 1.336941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.969966, loss@max: 1.341614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.967735, loss@max: 1.343280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.966390, loss@max: 1.350057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.961411, loss@max: 1.351209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.961855, loss@max: 1.358505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.958682, loss@max: 1.359320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.952856, loss@max: 1.361054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.952450, loss@max: 1.362223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.948578, loss@max: 1.363483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.955603, loss@max: 1.369280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.950529, loss@max: 1.368165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.950093, loss@max: 1.371712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.947550, loss@max: 1.367109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.950188, loss@max: 1.367193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.951270, loss@max: 1.366488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.952847, loss@max: 1.367126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.951583, loss@max: 1.364129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.954642, loss@max: 1.366631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.956380, loss@max: 1.370496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.952972, loss@max: 1.365929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.957485, loss@max: 1.366780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.958329, loss@max: 1.363384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.952617, loss@max: 1.361910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.954726, loss@max: 1.368021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.952004, loss@max: 1.365708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.955414, loss@max: 1.366241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955354, loss@max: 1.363438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.951746, loss@max: 1.365037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953043, loss@max: 1.362948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.954807, loss@max: 1.363691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.954268, loss@max: 1.366230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956471, loss@max: 1.367078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955743, loss@max: 1.367301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954628, loss@max: 1.367140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.955192, loss@max: 1.370004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.952616, loss@max: 1.368959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955193, loss@max: 1.370838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002218, LT: 1.964446, Top1S: 100.000000, Top1T: 55.082741Best acc: 55.082741 Train:epoch: 81, loss@min: 0.955475, loss@max: 1.365627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002214, LT: 1.965012, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 82, loss@min: 0.956357, loss@max: 1.366083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002211, LT: 1.965523, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 83, loss@min: 0.955695, loss@max: 1.366639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002207, LT: 1.966076, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 84, loss@min: 0.959953, loss@max: 1.362069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002204, LT: 1.966656, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 85, loss@min: 0.953986, loss@max: 1.367304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002201, LT: 1.967234, Top1S: 100.000000, Top1T: 55.141846Best acc: 55.141846 Train:epoch: 86, loss@min: 0.956921, loss@max: 1.364979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002198, LT: 1.967717, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 87, loss@min: 0.955374, loss@max: 1.368893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002195, LT: 1.968109, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 88, loss@min: 0.956572, loss@max: 1.365983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002193, LT: 1.968459, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 89, loss@min: 0.954028, loss@max: 1.367615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002190, LT: 1.968884, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 90, loss@min: 0.951832, loss@max: 1.368381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002187, LT: 1.969294, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 91, loss@min: 0.951030, loss@max: 1.366306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002184, LT: 1.969715, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 92, loss@min: 0.952433, loss@max: 1.371117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002182, LT: 1.970123, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 93, loss@min: 0.950137, loss@max: 1.369947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002179, LT: 1.970516, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 94, loss@min: 0.951048, loss@max: 1.369158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002177, LT: 1.970843, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 95, loss@min: 0.951580, loss@max: 1.367776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002174, LT: 1.971179, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 96, loss@min: 0.953205, loss@max: 1.366976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002172, LT: 1.971446, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 97, loss@min: 0.952977, loss@max: 1.365642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002170, LT: 1.971694, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 98, loss@min: 0.953620, loss@max: 1.367387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002168, LT: 1.971903, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 99, loss@min: 0.955130, loss@max: 1.364478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002166, LT: 1.972095, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 100, loss@min: 0.955507, loss@max: 1.369989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002164, LT: 1.972310, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 101, loss@min: 0.955981, loss@max: 1.364544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002162, LT: 1.972520, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 102, loss@min: 0.961031, loss@max: 1.371165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002160, LT: 1.972696, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 103, loss@min: 0.955867, loss@max: 1.368586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002159, LT: 1.972892, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 104, loss@min: 0.952521, loss@max: 1.367029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002157, LT: 1.973070, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 105, loss@min: 0.953278, loss@max: 1.364767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002156, LT: 1.973234, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 106, loss@min: 0.954661, loss@max: 1.364387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002154, LT: 1.973389, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 107, loss@min: 0.955690, loss@max: 1.366760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002152, LT: 1.973584, Top1S: 100.000000, Top1T: 55.200947Best acc: 55.200947 Train:epoch: 108, loss@min: 0.951722, loss@max: 1.366300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002151, LT: 1.973766, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 109, loss@min: 0.953011, loss@max: 1.366622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002150, LT: 1.973943, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 110, loss@min: 0.953938, loss@max: 1.365133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002148, LT: 1.974119, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 111, loss@min: 0.952762, loss@max: 1.367949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002147, LT: 1.974290, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 112, loss@min: 0.953622, loss@max: 1.364509, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002145, LT: 1.974451, Top1S: 100.000000, Top1T: 55.260048Best acc: 55.260048 Train:epoch: 113, loss@min: 0.953746, loss@max: 1.369156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002144, LT: 1.974593, Top1S: 100.000000, Top1T: 55.260048 Train:epoch: 114, loss@min: 0.952934, loss@max: 1.368750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002143, LT: 1.974713, Top1S: 100.000000, Top1T: 55.319149Best acc: 55.319149 Train:epoch: 115, loss@min: 0.952655, loss@max: 1.369478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002142, LT: 1.974853, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 116, loss@min: 0.954234, loss@max: 1.368566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002141, LT: 1.974986, Top1S: 100.000000, Top1T: 55.378250Best acc: 55.378250 Train:epoch: 117, loss@min: 0.953455, loss@max: 1.365219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002140, LT: 1.975110, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 118, loss@min: 0.953721, loss@max: 1.368581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002139, LT: 1.975208, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 119, loss@min: 0.956372, loss@max: 1.370155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002138, LT: 1.975273, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 120, loss@min: 0.953444, loss@max: 1.366287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002137, LT: 1.975339, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 121, loss@min: 0.953545, loss@max: 1.367578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002137, LT: 1.975395, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 122, loss@min: 0.954460, loss@max: 1.370593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002136, LT: 1.975457, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 123, loss@min: 0.952255, loss@max: 1.368750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002135, LT: 1.975505, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 124, loss@min: 0.951687, loss@max: 1.367267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002135, LT: 1.975547, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 125, loss@min: 0.951651, loss@max: 1.368407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002134, LT: 1.975586, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 126, loss@min: 0.954500, loss@max: 1.373537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002134, LT: 1.975591, Top1S: 100.000000, Top1T: 55.437351Best acc: 55.437351 Train:epoch: 127, loss@min: 0.953860, loss@max: 1.366559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002133, LT: 1.975604, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 128, loss@min: 0.954589, loss@max: 1.366198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002133, LT: 1.975624, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 129, loss@min: 0.956004, loss@max: 1.366430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002133, LT: 1.975639, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 130, loss@min: 0.954550, loss@max: 1.366581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002132, LT: 1.975661, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 131, loss@min: 0.953419, loss@max: 1.365553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002132, LT: 1.975678, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 132, loss@min: 0.953541, loss@max: 1.366184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002132, LT: 1.975691, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 133, loss@min: 0.954926, loss@max: 1.366418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002131, LT: 1.975706, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 134, loss@min: 0.953903, loss@max: 1.367254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002131, LT: 1.975717, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 135, loss@min: 0.952899, loss@max: 1.367972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002131, LT: 1.975729, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 136, loss@min: 0.953484, loss@max: 1.366192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002131, LT: 1.975744, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 137, loss@min: 0.954468, loss@max: 1.366478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002131, LT: 1.975759, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 138, loss@min: 0.954296, loss@max: 1.366275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002130, LT: 1.975774, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 139, loss@min: 0.956667, loss@max: 1.363905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002130, LT: 1.975788, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 140, loss@min: 0.953645, loss@max: 1.367580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002130, LT: 1.975799, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 141, loss@min: 0.952953, loss@max: 1.366725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002130, LT: 1.975807, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 142, loss@min: 0.950425, loss@max: 1.367186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002130, LT: 1.975814, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 143, loss@min: 0.953675, loss@max: 1.367511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002130, LT: 1.975819, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 144, loss@min: 0.954684, loss@max: 1.366448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002130, LT: 1.975823, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 145, loss@min: 0.954965, loss@max: 1.371641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002130, LT: 1.975826, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 146, loss@min: 0.952891, loss@max: 1.366669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002130, LT: 1.975828, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 147, loss@min: 0.954375, loss@max: 1.370651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002130, LT: 1.975829, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 148, loss@min: 0.954267, loss@max: 1.365475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 149, loss@min: 0.955002, loss@max: 1.367135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 150, loss@min: 0.954515, loss@max: 1.368362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 22:53:14 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.975492, loss@max: 1.921770, Top1S acc: 100.000000, Top1T acc: 42.553188 Train:epoch: 2, loss@min: 5.157365, loss@max: 1.802718, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 4.315702, loss@max: 1.681095, Top1S acc: 100.000000, Top1T acc: 52.127659 Train:epoch: 4, loss@min: 3.849021, loss@max: 1.659365, Top1S acc: 100.000000, Top1T acc: 60.638294 Train:epoch: 5, loss@min: 3.553337, loss@max: 1.680322, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 3.160451, loss@max: 1.668554, Top1S acc: 100.000000, Top1T acc: 73.404251 Train:epoch: 7, loss@min: 2.881965, loss@max: 1.688897, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 8, loss@min: 2.530651, loss@max: 1.672139, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 9, loss@min: 2.206554, loss@max: 1.659924, Top1S acc: 100.000000, Top1T acc: 88.297867 Train:epoch: 10, loss@min: 2.037427, loss@max: 1.673900, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 11, loss@min: 1.750667, loss@max: 1.645132, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 12, loss@min: 1.638419, loss@max: 1.653165, Top1S acc: 100.000000, Top1T acc: 94.680847 Train:epoch: 13, loss@min: 1.441934, loss@max: 1.620524, Top1S acc: 100.000000, Top1T acc: 96.808510 Train:epoch: 14, loss@min: 1.352688, loss@max: 1.628795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.317628, loss@max: 1.635586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.224319, loss@max: 1.603970, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 17, loss@min: 1.148000, loss@max: 1.567681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.065756, loss@max: 1.527426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.034250, loss@max: 1.498263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.053772, loss@max: 1.498795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.002156, loss@max: 1.448784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.998310, loss@max: 1.434369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.995528, loss@max: 1.416156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.981925, loss@max: 1.395051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.989012, loss@max: 1.387884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.975350, loss@max: 1.371405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.007454, loss@max: 1.379762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.978260, loss@max: 1.360466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.990009, loss@max: 1.373358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.977882, loss@max: 1.354080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.975119, loss@max: 1.345510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.977199, loss@max: 1.342975, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.974785, loss@max: 1.340733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.965503, loss@max: 1.331490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.972462, loss@max: 1.331243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971694, loss@max: 1.338600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.974728, loss@max: 1.340098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.971595, loss@max: 1.333897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.974960, loss@max: 1.332682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.976925, loss@max: 1.331735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.976663, loss@max: 1.331283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.982391, loss@max: 1.339269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.968786, loss@max: 1.336941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.969966, loss@max: 1.341614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.967735, loss@max: 1.343280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.966390, loss@max: 1.350057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.961411, loss@max: 1.351209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.961855, loss@max: 1.358505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.958682, loss@max: 1.359320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.952856, loss@max: 1.361054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.952450, loss@max: 1.362223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.948578, loss@max: 1.363483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.955603, loss@max: 1.369280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.950529, loss@max: 1.368165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.950093, loss@max: 1.371712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.947550, loss@max: 1.367109, Top1S acc: 100.000000, Top1T acc: 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100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.954726, loss@max: 1.368021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.952004, loss@max: 1.365708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.955414, loss@max: 1.366241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955354, loss@max: 1.363438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.951746, loss@max: 1.365037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953043, loss@max: 1.362948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.954807, loss@max: 1.363691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.954268, loss@max: 1.366230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956471, loss@max: 1.367078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955743, loss@max: 1.367301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954628, loss@max: 1.367140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.955192, loss@max: 1.370004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.952616, loss@max: 1.368959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955193, loss@max: 1.370838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002218, LT: 1.964446, Top1S: 100.000000, Top1T: 55.082741Best acc: 55.082741 Train:epoch: 81, loss@min: 0.955475, loss@max: 1.365627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002214, LT: 1.965012, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 82, loss@min: 0.956357, loss@max: 1.366083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002211, LT: 1.965524, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 83, loss@min: 0.955695, loss@max: 1.366639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002207, LT: 1.966076, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 84, loss@min: 0.959953, loss@max: 1.362069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002204, LT: 1.966656, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 85, loss@min: 0.953986, loss@max: 1.367304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002201, LT: 1.967234, Top1S: 100.000000, Top1T: 55.141846Best acc: 55.141846 Train:epoch: 86, loss@min: 0.956921, loss@max: 1.364979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002198, LT: 1.967717, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 87, loss@min: 0.955374, loss@max: 1.368893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002195, LT: 1.968109, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 88, loss@min: 0.956572, loss@max: 1.365983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002193, LT: 1.968459, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 89, loss@min: 0.954028, loss@max: 1.367615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002190, LT: 1.968884, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 90, loss@min: 0.951832, loss@max: 1.368381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002187, LT: 1.969294, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 91, loss@min: 0.951030, loss@max: 1.366306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002184, LT: 1.969715, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 92, loss@min: 0.952433, loss@max: 1.371117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002182, LT: 1.970124, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 93, loss@min: 0.950137, loss@max: 1.369947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002179, LT: 1.970516, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 94, loss@min: 0.951048, loss@max: 1.369158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002177, LT: 1.970843, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 95, loss@min: 0.951580, loss@max: 1.367776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002174, LT: 1.971178, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 96, loss@min: 0.953205, loss@max: 1.366976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002172, LT: 1.971446, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 97, loss@min: 0.952977, loss@max: 1.365642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002170, LT: 1.971694, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 98, loss@min: 0.953620, loss@max: 1.367387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002168, LT: 1.971903, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 99, loss@min: 0.955130, loss@max: 1.364478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002166, LT: 1.972095, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 100, loss@min: 0.955507, loss@max: 1.369989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002164, LT: 1.972310, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 101, loss@min: 0.955981, loss@max: 1.364544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002162, LT: 1.972520, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 102, loss@min: 0.961031, loss@max: 1.371165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002160, LT: 1.972696, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 103, loss@min: 0.955867, loss@max: 1.368586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002159, LT: 1.972892, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 104, loss@min: 0.952521, loss@max: 1.367029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002157, LT: 1.973070, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 105, loss@min: 0.953278, loss@max: 1.364767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002156, LT: 1.973234, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 106, loss@min: 0.954661, loss@max: 1.364387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002154, LT: 1.973389, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 107, loss@min: 0.955690, loss@max: 1.366760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002152, LT: 1.973584, Top1S: 100.000000, Top1T: 55.200947Best acc: 55.200947 Train:epoch: 108, loss@min: 0.951722, loss@max: 1.366300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002151, LT: 1.973766, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 109, loss@min: 0.953011, loss@max: 1.366622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002150, LT: 1.973943, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 110, loss@min: 0.953938, loss@max: 1.365133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002148, LT: 1.974119, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 111, loss@min: 0.952762, loss@max: 1.367949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002147, LT: 1.974290, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 112, loss@min: 0.953622, loss@max: 1.364509, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002145, LT: 1.974451, Top1S: 100.000000, Top1T: 55.260048Best acc: 55.260048 Train:epoch: 113, loss@min: 0.953746, loss@max: 1.369156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002144, LT: 1.974593, Top1S: 100.000000, Top1T: 55.260048 Train:epoch: 114, loss@min: 0.952934, loss@max: 1.368750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002143, LT: 1.974713, Top1S: 100.000000, Top1T: 55.319149Best acc: 55.319149 Train:epoch: 115, loss@min: 0.952655, loss@max: 1.369478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002142, LT: 1.974854, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 116, loss@min: 0.954234, loss@max: 1.368566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002141, LT: 1.974986, Top1S: 100.000000, Top1T: 55.378250Best acc: 55.378250 Train:epoch: 117, loss@min: 0.953455, loss@max: 1.365219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002140, LT: 1.975110, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 118, loss@min: 0.953721, loss@max: 1.368581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002139, LT: 1.975208, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 119, loss@min: 0.956372, loss@max: 1.370155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002138, LT: 1.975273, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 120, loss@min: 0.953444, loss@max: 1.366287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002137, LT: 1.975339, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 121, loss@min: 0.953545, loss@max: 1.367578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002137, LT: 1.975396, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 122, loss@min: 0.954460, loss@max: 1.370593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002136, LT: 1.975457, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 123, loss@min: 0.952255, loss@max: 1.368750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002135, LT: 1.975505, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 124, loss@min: 0.951687, loss@max: 1.367267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002135, LT: 1.975547, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 125, loss@min: 0.951651, loss@max: 1.368407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002134, LT: 1.975586, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 126, loss@min: 0.954500, loss@max: 1.373537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002134, LT: 1.975591, Top1S: 100.000000, Top1T: 55.437351Best acc: 55.437351 Train:epoch: 127, loss@min: 0.953860, loss@max: 1.366559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002133, LT: 1.975604, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 128, loss@min: 0.954589, loss@max: 1.366198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002133, LT: 1.975624, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 129, loss@min: 0.956004, loss@max: 1.366430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002133, LT: 1.975638, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 130, loss@min: 0.954550, loss@max: 1.366581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002132, LT: 1.975661, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 131, loss@min: 0.953419, loss@max: 1.365553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002132, LT: 1.975678, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 132, loss@min: 0.953541, loss@max: 1.366184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002132, LT: 1.975691, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 133, loss@min: 0.954926, loss@max: 1.366418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002131, LT: 1.975706, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 134, loss@min: 0.953903, loss@max: 1.367254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002131, LT: 1.975717, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 135, loss@min: 0.952899, loss@max: 1.367972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002131, LT: 1.975729, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 136, loss@min: 0.953484, loss@max: 1.366192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002131, LT: 1.975744, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 137, loss@min: 0.954468, loss@max: 1.366478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002131, LT: 1.975759, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 138, loss@min: 0.954296, loss@max: 1.366275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002130, LT: 1.975774, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 139, loss@min: 0.956667, loss@max: 1.363905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002130, LT: 1.975788, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 140, loss@min: 0.953645, loss@max: 1.367580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002130, LT: 1.975799, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 141, loss@min: 0.952953, loss@max: 1.366725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002130, LT: 1.975807, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 142, loss@min: 0.950425, loss@max: 1.367186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002130, LT: 1.975814, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 143, loss@min: 0.953675, loss@max: 1.367511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002130, LT: 1.975819, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 144, loss@min: 0.954684, loss@max: 1.366448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002130, LT: 1.975823, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 145, loss@min: 0.954965, loss@max: 1.371641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002130, LT: 1.975826, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 146, loss@min: 0.952891, loss@max: 1.366669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002130, LT: 1.975828, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 147, loss@min: 0.954375, loss@max: 1.370651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002130, LT: 1.975829, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 148, loss@min: 0.954267, loss@max: 1.365475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 149, loss@min: 0.955002, loss@max: 1.367135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 150, loss@min: 0.954515, loss@max: 1.368362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 10, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 9} ------------------------------------------- Sat Jul 29 23:28:51 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.975492, loss@max: 2.355352, Top1S acc: 100.000000, Top1T acc: 42.553188 Train:epoch: 2, loss@min: 5.176397, loss@max: 2.539222, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 4.385086, loss@max: 2.556301, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 4, loss@min: 3.996759, loss@max: 2.604048, Top1S acc: 100.000000, Top1T acc: 59.574467 Train:epoch: 5, loss@min: 3.796230, loss@max: 2.617663, Top1S acc: 100.000000, Top1T acc: 60.638294 Train:epoch: 6, loss@min: 3.560402, loss@max: 2.572090, Top1S acc: 100.000000, Top1T acc: 71.276596 Train:epoch: 7, loss@min: 3.505945, loss@max: 2.593133, Top1S acc: 100.000000, Top1T acc: 69.148926 Train:epoch: 8, loss@min: 3.352235, loss@max: 2.533451, Top1S acc: 100.000000, Top1T acc: 70.212761 Train:epoch: 9, loss@min: 3.273322, loss@max: 2.523245, Top1S acc: 100.000000, Top1T acc: 71.276596 Test:epoch: 9, LS: 0.002958, LT: 1.923632, Top1S: 100.000000, Top1T: 48.404255Best acc: 48.404255 Train:epoch: 10, loss@min: 3.331933, loss@max: 2.528446, Top1S acc: 100.000000, Top1T acc: 70.212761 Test:epoch: 10, LS: 0.002958, LT: 1.923632, Top1S: 100.000000, Top1T: 48.404255{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 10, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 9} ------------------------------------------- Sat Jul 29 23:30:41 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.975492, loss@max: 2.355353, Top1S acc: 100.000000, Top1T acc: 42.553188 Train:epoch: 2, loss@min: 5.176397, loss@max: 2.539222, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 4.385086, loss@max: 2.556300, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 4, loss@min: 3.996759, loss@max: 2.604048, Top1S acc: 100.000000, Top1T acc: 59.574467 Train:epoch: 5, loss@min: 3.796230, loss@max: 2.617662, Top1S acc: 100.000000, Top1T acc: 60.638294 Train:epoch: 6, loss@min: 3.560401, loss@max: 2.572089, Top1S acc: 100.000000, Top1T acc: 71.276596 Train:epoch: 7, loss@min: 3.505948, loss@max: 2.593133, Top1S acc: 100.000000, Top1T acc: 69.148926 Train:epoch: 8, loss@min: 3.352235, loss@max: 2.533452, Top1S acc: 100.000000, Top1T acc: 70.212761 Train:epoch: 9, loss@min: 3.273322, loss@max: 2.523246, Top1S acc: 100.000000, Top1T acc: 71.276596 Test:epoch: 9, LS: 0.002958, LT: 1.923632, Top1S: 100.000000, Top1T: 48.404255Best acc: 48.404255 Train:epoch: 10, loss@min: 3.331933, loss@max: 2.528446, Top1S acc: 100.000000, Top1T acc: 70.212761 Test:epoch: 10, LS: 0.002958, LT: 1.923632, Top1S: 100.000000, Top1T: 48.404255{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 2, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 1} ------------------------------------------- Sat Jul 29 23:50:25 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.975492, loss@max: 2.885706, Top1S acc: 100.000000, Top1T acc: 42.553188 Test:epoch: 1, LS: 0.003091, LT: 2.181939, Top1S: 100.000000, Top1T: 44.799053Best acc: 44.799053 Train:epoch: 2, loss@min: 5.320697, loss@max: 2.793880, Top1S acc: 100.000000, Top1T acc: 48.936169 Test:epoch: 2, LS: 0.003091, LT: 2.181939, Top1S: 100.000000, Top1T: 44.799053 ------------------------------------------- Sat Jul 29 23:51:56 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Jul 29 23:53:23 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.975492, loss@max: 1.921770, Top1S acc: 100.000000, Top1T acc: 42.553188 Train:epoch: 2, loss@min: 5.157365, loss@max: 1.802718, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 4.315702, loss@max: 1.681095, Top1S acc: 100.000000, Top1T acc: 52.127659 Train:epoch: 4, loss@min: 3.849021, loss@max: 1.659365, Top1S acc: 100.000000, Top1T acc: 60.638294 Train:epoch: 5, loss@min: 3.553337, loss@max: 1.680322, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 3.160451, loss@max: 1.668554, Top1S acc: 100.000000, Top1T acc: 73.404251 Train:epoch: 7, loss@min: 2.881965, loss@max: 1.688897, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 8, loss@min: 2.530651, loss@max: 1.672139, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 9, loss@min: 2.206554, loss@max: 1.659924, Top1S acc: 100.000000, Top1T acc: 88.297867 Train:epoch: 10, loss@min: 2.037427, loss@max: 1.673900, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 11, loss@min: 1.750667, loss@max: 1.645132, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 12, loss@min: 1.638419, loss@max: 1.653165, Top1S acc: 100.000000, Top1T acc: 94.680847 Train:epoch: 13, loss@min: 1.441934, loss@max: 1.620524, Top1S acc: 100.000000, Top1T acc: 96.808510 Train:epoch: 14, loss@min: 1.352688, loss@max: 1.628795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.317628, loss@max: 1.635586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.224319, loss@max: 1.603970, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 17, loss@min: 1.148000, loss@max: 1.567681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.065756, loss@max: 1.527426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.034250, loss@max: 1.498263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.053772, loss@max: 1.498795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.002156, loss@max: 1.448784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.998310, loss@max: 1.434369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.995528, loss@max: 1.416156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.981925, loss@max: 1.395051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.989012, loss@max: 1.387884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.975350, loss@max: 1.371405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.007454, loss@max: 1.379762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.978260, loss@max: 1.360466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.990009, loss@max: 1.373358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.977882, loss@max: 1.354080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.975119, loss@max: 1.345510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.977199, loss@max: 1.342975, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.974785, loss@max: 1.340733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.965503, loss@max: 1.331490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.972462, loss@max: 1.331243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971694, loss@max: 1.338600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.974728, loss@max: 1.340098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.971595, loss@max: 1.333897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.974960, loss@max: 1.332682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.976925, loss@max: 1.331735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.976663, loss@max: 1.331283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.982391, loss@max: 1.339269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.968786, loss@max: 1.336941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.969966, loss@max: 1.341614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.967735, loss@max: 1.343280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.966390, loss@max: 1.350057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.961411, loss@max: 1.351209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.961855, loss@max: 1.358505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.958682, loss@max: 1.359320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.952856, loss@max: 1.361054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.952450, loss@max: 1.362223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.948578, loss@max: 1.363483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.955603, loss@max: 1.369280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.950529, loss@max: 1.368165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.950093, loss@max: 1.371712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.947550, loss@max: 1.367109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.950188, loss@max: 1.367193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.951270, loss@max: 1.366488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.952847, loss@max: 1.367126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.951583, loss@max: 1.364129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.954642, loss@max: 1.366631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.956380, loss@max: 1.370496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.952972, loss@max: 1.365929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.957485, loss@max: 1.366780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.958329, loss@max: 1.363384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.952617, loss@max: 1.361910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.954726, loss@max: 1.368021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.952004, loss@max: 1.365708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.955414, loss@max: 1.366241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955354, loss@max: 1.363438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.951746, loss@max: 1.365037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953043, loss@max: 1.362948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.954807, loss@max: 1.363691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.954268, loss@max: 1.366230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956471, loss@max: 1.367078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955743, loss@max: 1.367301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954628, loss@max: 1.367140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.955192, loss@max: 1.370004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.952616, loss@max: 1.368959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955193, loss@max: 1.370838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002218, LT: 1.964446, Top1S: 100.000000, Top1T: 55.082741Best acc: 55.082741 Train:epoch: 81, loss@min: 0.955475, loss@max: 1.365627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002214, LT: 1.965012, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 82, loss@min: 0.956357, loss@max: 1.366083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002211, LT: 1.965523, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 83, loss@min: 0.955695, loss@max: 1.366639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002207, LT: 1.966076, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 84, loss@min: 0.959953, loss@max: 1.362069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002204, LT: 1.966656, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 85, loss@min: 0.953986, loss@max: 1.367304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002201, LT: 1.967234, Top1S: 100.000000, Top1T: 55.141846Best acc: 55.141846 Train:epoch: 86, loss@min: 0.956921, loss@max: 1.364979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002198, LT: 1.967717, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 87, loss@min: 0.955374, loss@max: 1.368893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002195, LT: 1.968109, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 88, loss@min: 0.956572, loss@max: 1.365983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002193, LT: 1.968459, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 89, loss@min: 0.954028, loss@max: 1.367615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002190, LT: 1.968884, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 90, loss@min: 0.951832, loss@max: 1.368381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002187, LT: 1.969294, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 91, loss@min: 0.951030, loss@max: 1.366306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002184, LT: 1.969715, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 92, loss@min: 0.952433, loss@max: 1.371117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002182, LT: 1.970123, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 93, loss@min: 0.950137, loss@max: 1.369947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002179, LT: 1.970516, Top1S: 100.000000, Top1T: 55.023640 Train:epoch: 94, loss@min: 0.951048, loss@max: 1.369158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002177, LT: 1.970843, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 95, loss@min: 0.951580, loss@max: 1.367776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002174, LT: 1.971178, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 96, loss@min: 0.953205, loss@max: 1.366976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002172, LT: 1.971445, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 97, loss@min: 0.952977, loss@max: 1.365642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002170, LT: 1.971694, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 98, loss@min: 0.953620, loss@max: 1.367387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002168, LT: 1.971903, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 99, loss@min: 0.955130, loss@max: 1.364478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002166, LT: 1.972095, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 100, loss@min: 0.955507, loss@max: 1.369989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002164, LT: 1.972310, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 101, loss@min: 0.955981, loss@max: 1.364544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002162, LT: 1.972520, Top1S: 100.000000, Top1T: 55.082741 Train:epoch: 102, loss@min: 0.961031, loss@max: 1.371165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002160, LT: 1.972696, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 103, loss@min: 0.955867, loss@max: 1.368586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002159, LT: 1.972892, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 104, loss@min: 0.952521, loss@max: 1.367029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002157, LT: 1.973070, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 105, loss@min: 0.953278, loss@max: 1.364767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002156, LT: 1.973234, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 106, loss@min: 0.954661, loss@max: 1.364387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002154, LT: 1.973389, Top1S: 100.000000, Top1T: 55.141846 Train:epoch: 107, loss@min: 0.955690, loss@max: 1.366760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002152, LT: 1.973584, Top1S: 100.000000, Top1T: 55.200947Best acc: 55.200947 Train:epoch: 108, loss@min: 0.951722, loss@max: 1.366300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002151, LT: 1.973766, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 109, loss@min: 0.953011, loss@max: 1.366622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002150, LT: 1.973943, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 110, loss@min: 0.953938, loss@max: 1.365133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002148, LT: 1.974118, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 111, loss@min: 0.952762, loss@max: 1.367949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002147, LT: 1.974290, Top1S: 100.000000, Top1T: 55.200947 Train:epoch: 112, loss@min: 0.953622, loss@max: 1.364509, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002145, LT: 1.974451, Top1S: 100.000000, Top1T: 55.260048Best acc: 55.260048 Train:epoch: 113, loss@min: 0.953746, loss@max: 1.369156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002144, LT: 1.974593, Top1S: 100.000000, Top1T: 55.260048 Train:epoch: 114, loss@min: 0.952934, loss@max: 1.368750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002143, LT: 1.974713, Top1S: 100.000000, Top1T: 55.319149Best acc: 55.319149 Train:epoch: 115, loss@min: 0.952655, loss@max: 1.369478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002142, LT: 1.974853, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 116, loss@min: 0.954234, loss@max: 1.368566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002141, LT: 1.974985, Top1S: 100.000000, Top1T: 55.378250Best acc: 55.378250 Train:epoch: 117, loss@min: 0.953455, loss@max: 1.365219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002140, LT: 1.975110, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 118, loss@min: 0.953721, loss@max: 1.368581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002139, LT: 1.975208, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 119, loss@min: 0.956372, loss@max: 1.370155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002138, LT: 1.975273, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 120, loss@min: 0.953444, loss@max: 1.366287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002137, LT: 1.975339, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 121, loss@min: 0.953545, loss@max: 1.367578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002137, LT: 1.975395, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 122, loss@min: 0.954460, loss@max: 1.370593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002136, LT: 1.975457, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 123, loss@min: 0.952255, loss@max: 1.368750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002135, LT: 1.975505, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 124, loss@min: 0.951687, loss@max: 1.367267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002135, LT: 1.975547, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 125, loss@min: 0.951651, loss@max: 1.368407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002134, LT: 1.975586, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 126, loss@min: 0.954500, loss@max: 1.373537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002134, LT: 1.975591, Top1S: 100.000000, Top1T: 55.437351Best acc: 55.437351 Train:epoch: 127, loss@min: 0.953860, loss@max: 1.366559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002133, LT: 1.975604, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 128, loss@min: 0.954589, loss@max: 1.366198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002133, LT: 1.975623, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 129, loss@min: 0.956004, loss@max: 1.366430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002133, LT: 1.975638, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 130, loss@min: 0.954550, loss@max: 1.366581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002132, LT: 1.975661, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 131, loss@min: 0.953419, loss@max: 1.365553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002132, LT: 1.975678, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 132, loss@min: 0.953541, loss@max: 1.366184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002132, LT: 1.975691, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 133, loss@min: 0.954926, loss@max: 1.366418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002131, LT: 1.975706, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 134, loss@min: 0.953903, loss@max: 1.367254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002131, LT: 1.975717, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 135, loss@min: 0.952899, loss@max: 1.367972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002131, LT: 1.975729, Top1S: 100.000000, Top1T: 55.378250 Train:epoch: 136, loss@min: 0.953484, loss@max: 1.366192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002131, LT: 1.975744, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 137, loss@min: 0.954468, loss@max: 1.366478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002131, LT: 1.975759, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 138, loss@min: 0.954296, loss@max: 1.366275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002130, LT: 1.975774, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 139, loss@min: 0.956667, loss@max: 1.363905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002130, LT: 1.975788, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 140, loss@min: 0.953645, loss@max: 1.367580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002130, LT: 1.975799, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 141, loss@min: 0.952953, loss@max: 1.366725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002130, LT: 1.975807, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 142, loss@min: 0.950425, loss@max: 1.367186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002130, LT: 1.975814, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 143, loss@min: 0.953675, loss@max: 1.367511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002130, LT: 1.975819, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 144, loss@min: 0.954684, loss@max: 1.366448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002130, LT: 1.975823, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 145, loss@min: 0.954965, loss@max: 1.371641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002130, LT: 1.975826, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 146, loss@min: 0.952891, loss@max: 1.366669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002130, LT: 1.975828, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 147, loss@min: 0.954375, loss@max: 1.370651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002130, LT: 1.975829, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 148, loss@min: 0.954267, loss@max: 1.365475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 149, loss@min: 0.955002, loss@max: 1.367135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 Train:epoch: 150, loss@min: 0.954515, loss@max: 1.368362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002130, LT: 1.975830, Top1S: 100.000000, Top1T: 55.319149 ------------------------------------------- Sun Jul 30 01:58:59 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Jul 30 10:37:02 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.221536, loss@max: 2.004691, Top1S acc: 100.000000, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 5.146733, loss@max: 1.843134, Top1S acc: 100.000000, Top1T acc: 46.808510 Train:epoch: 3, loss@min: 4.575261, loss@max: 1.795753, Top1S acc: 100.000000, Top1T acc: 51.063828 Train:epoch: 4, loss@min: 3.792042, loss@max: 1.694804, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 5, loss@min: 3.439982, loss@max: 1.686226, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 2.875720, loss@max: 1.629147, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 7, loss@min: 2.531438, loss@max: 1.602068, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 8, loss@min: 2.187637, loss@max: 1.562750, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 9, loss@min: 1.965806, loss@max: 1.556869, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 10, loss@min: 1.738927, loss@max: 1.540220, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 1.464995, loss@max: 1.498525, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 12, loss@min: 1.412573, loss@max: 1.530656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.246202, loss@max: 1.486960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.170208, loss@max: 1.481385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.072477, loss@max: 1.454806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.996373, loss@max: 1.420285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.980956, loss@max: 1.417028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.958833, loss@max: 1.403658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.942656, loss@max: 1.381089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.953253, loss@max: 1.373213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.952520, loss@max: 1.359498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.938601, loss@max: 1.334889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.939518, loss@max: 1.336343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.953177, loss@max: 1.338026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.945612, loss@max: 1.340064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.938714, loss@max: 1.324566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.959218, loss@max: 1.328844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.947839, loss@max: 1.328408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.937245, loss@max: 1.331630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.937118, loss@max: 1.325524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.944601, loss@max: 1.339822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.948134, loss@max: 1.343158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.935794, loss@max: 1.329020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.937844, loss@max: 1.333900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.931494, loss@max: 1.338323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.944466, loss@max: 1.337827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.947747, loss@max: 1.332934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.957205, loss@max: 1.329203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.985708, loss@max: 1.346555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.958872, loss@max: 1.326452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.960703, loss@max: 1.330921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.957727, loss@max: 1.327134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.957889, loss@max: 1.335955, Top1S acc: 100.000000, Top1T acc: 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0.943907, loss@max: 1.367741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.945947, loss@max: 1.365488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.953932, loss@max: 1.359613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.953776, loss@max: 1.362598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954878, loss@max: 1.364593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.952423, loss@max: 1.360515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954532, loss@max: 1.360482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955124, loss@max: 1.355973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002361, LT: 1.994824, Top1S: 100.000000, Top1T: 50.472813Best acc: 50.472813 Train:epoch: 81, loss@min: 0.955275, loss@max: 1.360168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002359, LT: 1.995331, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 82, loss@min: 0.952023, loss@max: 1.363190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002356, LT: 1.995787, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 83, loss@min: 0.945703, loss@max: 1.367801, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002352, LT: 1.996255, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 84, loss@min: 0.983040, loss@max: 1.383704, Top1S acc: 100.000000, Top1T acc: 97.872337 Test:epoch: 84, LS: 0.002349, LT: 1.996178, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 85, loss@min: 0.953604, loss@max: 1.362518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002346, LT: 1.996217, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 86, loss@min: 0.950249, loss@max: 1.361750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002343, LT: 1.996355, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 87, loss@min: 0.957536, loss@max: 1.370329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002340, LT: 1.996761, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 88, loss@min: 0.950626, loss@max: 1.363725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002337, LT: 1.997188, Top1S: 100.000000, Top1T: 50.295509 Train:epoch: 89, loss@min: 0.951128, loss@max: 1.364666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002335, LT: 1.997634, Top1S: 100.000000, Top1T: 50.295509 Train:epoch: 90, loss@min: 0.952214, loss@max: 1.361459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002332, LT: 1.998002, Top1S: 100.000000, Top1T: 50.295509 Train:epoch: 91, loss@min: 0.953764, loss@max: 1.360121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002329, LT: 1.998344, Top1S: 100.000000, Top1T: 50.295509 Train:epoch: 92, loss@min: 0.959128, loss@max: 1.373905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002327, LT: 1.998688, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 93, loss@min: 0.953275, loss@max: 1.362518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002324, LT: 1.999041, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 94, loss@min: 0.953086, loss@max: 1.363420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002322, LT: 1.999419, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 95, loss@min: 0.954916, loss@max: 1.361659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002319, LT: 1.999820, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 96, loss@min: 0.949625, loss@max: 1.370269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002317, LT: 2.000298, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 97, loss@min: 0.952409, loss@max: 1.363343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002315, LT: 2.000741, Top1S: 100.000000, Top1T: 50.413712 Train:epoch: 98, loss@min: 0.952558, loss@max: 1.363538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002313, LT: 2.001123, Top1S: 100.000000, Top1T: 50.354610 Train:epoch: 99, loss@min: 0.952328, loss@max: 1.364504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002311, LT: 2.001419, Top1S: 100.000000, Top1T: 50.472813 Train:epoch: 100, loss@min: 0.951072, loss@max: 1.363611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002309, LT: 2.001640, Top1S: 100.000000, Top1T: 50.591015Best acc: 50.591015 Train:epoch: 101, loss@min: 0.956776, loss@max: 1.357847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002307, LT: 2.001847, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 102, loss@min: 0.953522, loss@max: 1.364460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002305, LT: 2.002030, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 103, loss@min: 0.953025, loss@max: 1.362335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002303, LT: 2.002191, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 104, loss@min: 0.954315, loss@max: 1.362354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002302, LT: 2.002352, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 105, loss@min: 0.953037, loss@max: 1.362447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002300, LT: 2.002497, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 106, loss@min: 0.955685, loss@max: 1.364465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002298, LT: 2.002673, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 107, loss@min: 0.950572, loss@max: 1.365201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002297, LT: 2.002835, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 108, loss@min: 0.952980, loss@max: 1.360913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002296, LT: 2.002986, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 109, loss@min: 0.951231, loss@max: 1.363000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002294, LT: 2.003130, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 110, loss@min: 0.948508, loss@max: 1.366355, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002293, LT: 2.003260, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 111, loss@min: 0.952059, loss@max: 1.363096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002292, LT: 2.003410, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 112, loss@min: 0.949619, loss@max: 1.365196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002290, LT: 2.003514, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 113, loss@min: 0.950044, loss@max: 1.365825, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002289, LT: 2.003623, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 114, loss@min: 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Test:epoch: 119, LS: 0.002283, LT: 2.003804, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 120, loss@min: 0.955077, loss@max: 1.361122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002282, LT: 2.003798, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 121, loss@min: 0.955103, loss@max: 1.365199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002281, LT: 2.003796, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 122, loss@min: 0.950609, loss@max: 1.364767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002280, LT: 2.003783, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 123, loss@min: 0.955199, loss@max: 1.359750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002280, LT: 2.003767, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 124, loss@min: 0.957830, loss@max: 1.363875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002279, LT: 2.003770, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 125, loss@min: 0.954059, loss@max: 1.361102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002279, LT: 2.003776, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 126, loss@min: 0.951321, loss@max: 1.362967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002278, LT: 2.003795, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 127, loss@min: 0.953117, loss@max: 1.361464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002278, LT: 2.003822, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 128, loss@min: 0.950953, loss@max: 1.363213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002277, LT: 2.003856, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 129, loss@min: 0.951787, loss@max: 1.366119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002277, LT: 2.003891, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 130, loss@min: 0.950902, loss@max: 1.364105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002276, LT: 2.003920, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 131, loss@min: 0.948767, loss@max: 1.366737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002276, LT: 2.003952, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 132, loss@min: 0.949941, loss@max: 1.365607, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002276, LT: 2.003988, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 133, loss@min: 0.951877, loss@max: 1.362291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002275, LT: 2.004018, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 134, loss@min: 0.949576, loss@max: 1.363878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002275, LT: 2.004046, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 135, loss@min: 0.953417, loss@max: 1.360379, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002275, LT: 2.004067, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 136, loss@min: 0.951528, loss@max: 1.363703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002275, LT: 2.004089, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 137, loss@min: 0.953513, loss@max: 1.360404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002275, LT: 2.004108, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 138, loss@min: 0.951487, loss@max: 1.362781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002274, LT: 2.004124, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 139, loss@min: 0.953508, loss@max: 1.362570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002274, LT: 2.004136, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 140, loss@min: 0.950646, loss@max: 1.364537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002274, LT: 2.004145, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 141, loss@min: 0.953479, loss@max: 1.365386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002274, LT: 2.004151, Top1S: 100.000000, Top1T: 50.591015 Train:epoch: 142, loss@min: 0.950147, loss@max: 1.365119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002274, LT: 2.004156, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 143, loss@min: 0.951248, loss@max: 1.364620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002274, LT: 2.004159, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 144, loss@min: 0.950177, loss@max: 1.365038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002274, LT: 2.004160, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 145, loss@min: 0.951484, loss@max: 1.365858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002274, LT: 2.004161, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 146, loss@min: 0.951749, loss@max: 1.362194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 147, loss@min: 0.952640, loss@max: 1.365709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 148, loss@min: 0.952798, loss@max: 1.362005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 149, loss@min: 0.952205, loss@max: 1.365512, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 Train:epoch: 150, loss@min: 0.950644, loss@max: 1.365724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002274, LT: 2.004162, Top1S: 100.000000, Top1T: 50.531914 ------------------------------------------- Sun Jul 30 11:25:31 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Jul 30 11:42:23 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.340214, loss@max: 1.778908, Top1S acc: 100.000000, Top1T acc: 42.021275 Train:epoch: 2, loss@min: 4.779163, loss@max: 1.739738, Top1S acc: 100.000000, Top1T acc: 50.531914 Train:epoch: 3, loss@min: 4.356434, loss@max: 1.737151, Top1S acc: 100.000000, Top1T acc: 54.787231 Train:epoch: 4, loss@min: 3.927998, loss@max: 1.729815, Top1S acc: 100.000000, Top1T acc: 57.978722 Train:epoch: 5, loss@min: 3.624735, loss@max: 1.750691, Top1S acc: 100.000000, Top1T acc: 64.361702 Train:epoch: 6, loss@min: 3.256754, loss@max: 1.750052, Top1S acc: 100.000000, Top1T acc: 68.085106 Train:epoch: 7, loss@min: 3.089645, loss@max: 1.793369, Top1S acc: 100.000000, Top1T acc: 69.680847 Train:epoch: 8, loss@min: 2.782502, loss@max: 1.797089, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 9, loss@min: 2.571181, loss@max: 1.808753, Top1S acc: 100.000000, Top1T acc: 80.319138 Train:epoch: 10, loss@min: 2.333837, loss@max: 1.805413, Top1S acc: 100.000000, Top1T acc: 83.510628 Train:epoch: 11, loss@min: 2.257990, loss@max: 1.827523, Top1S acc: 100.000000, Top1T acc: 84.042549 Train:epoch: 12, loss@min: 1.968916, loss@max: 1.787955, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 13, loss@min: 1.885219, loss@max: 1.793424, Top1S acc: 100.000000, Top1T acc: 87.765953 Train:epoch: 14, loss@min: 1.666643, loss@max: 1.749039, Top1S acc: 100.000000, Top1T acc: 92.021271 Train:epoch: 15, loss@min: 1.625242, loss@max: 1.741004, Top1S acc: 100.000000, Top1T acc: 92.553192 Train:epoch: 16, loss@min: 1.564232, loss@max: 1.730721, Top1S acc: 100.000000, Top1T acc: 93.085106 Train:epoch: 17, loss@min: 1.483599, loss@max: 1.700387, Top1S acc: 100.000000, Top1T acc: 95.212761 Train:epoch: 18, loss@min: 1.389166, loss@max: 1.668449, Top1S acc: 100.000000, Top1T acc: 96.276596 Train:epoch: 19, loss@min: 1.355023, loss@max: 1.652247, Top1S acc: 100.000000, Top1T acc: 96.276596 Train:epoch: 20, loss@min: 1.280363, loss@max: 1.609385, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 21, loss@min: 1.258554, loss@max: 1.593342, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 22, loss@min: 1.266232, loss@max: 1.582789, Top1S acc: 100.000000, Top1T acc: 97.340424 Train:epoch: 23, loss@min: 1.162873, loss@max: 1.520951, Top1S acc: 100.000000, Top1T acc: 98.404251 Train:epoch: 24, loss@min: 1.131135, loss@max: 1.500651, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 25, loss@min: 1.138063, loss@max: 1.491532, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 26, loss@min: 1.137450, loss@max: 1.481154, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 27, loss@min: 1.095884, loss@max: 1.450287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.090142, loss@max: 1.441956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.087684, loss@max: 1.431481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.102522, loss@max: 1.420473, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 31, loss@min: 1.065157, loss@max: 1.404232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.080493, loss@max: 1.415846, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 33, loss@min: 1.043906, loss@max: 1.392323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.038512, loss@max: 1.388101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.032317, loss@max: 1.385752, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.030910, loss@max: 1.385392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.017391, loss@max: 1.374849, Top1S acc: 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Train:epoch: 67, loss@min: 0.963276, loss@max: 1.381261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.972289, loss@max: 1.385707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.962832, loss@max: 1.377375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.966468, loss@max: 1.378099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.963952, loss@max: 1.374897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.962410, loss@max: 1.370716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.966541, loss@max: 1.381433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.961921, loss@max: 1.374083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.960956, loss@max: 1.373886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.961177, loss@max: 1.374699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.962481, loss@max: 1.383709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.959991, loss@max: 1.373865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.970912, loss@max: 1.378052, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 80, loss@min: 0.962655, loss@max: 1.375288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.002212, LT: 1.698417, Top1S: 100.000000, Top1T: 61.938534Best acc: 61.938534 Train:epoch: 81, loss@min: 0.963407, loss@max: 1.378548, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.002207, LT: 1.699187, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 82, loss@min: 0.965836, loss@max: 1.376448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.002203, LT: 1.700043, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 83, loss@min: 0.962504, loss@max: 1.378922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.002198, LT: 1.701092, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 84, loss@min: 0.959736, loss@max: 1.377498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.002194, LT: 1.702165, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 85, loss@min: 0.961429, loss@max: 1.380416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.002190, LT: 1.703089, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 86, loss@min: 0.961170, loss@max: 1.378062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.002186, LT: 1.704019, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 87, loss@min: 0.959765, loss@max: 1.378605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.002183, LT: 1.704820, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 88, loss@min: 0.959360, loss@max: 1.376576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.002179, LT: 1.705588, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 89, loss@min: 0.963084, loss@max: 1.378291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.002176, LT: 1.706322, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 90, loss@min: 0.958294, loss@max: 1.375633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.002172, LT: 1.706924, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 91, loss@min: 0.961869, loss@max: 1.375676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.002169, LT: 1.707506, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 92, loss@min: 0.958033, loss@max: 1.371327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.002166, LT: 1.708073, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 93, loss@min: 0.963990, loss@max: 1.379549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.002163, LT: 1.708656, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 94, loss@min: 0.957611, loss@max: 1.374357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.002160, LT: 1.709248, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 95, loss@min: 0.961485, loss@max: 1.375271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.002157, LT: 1.709912, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 96, loss@min: 0.959957, loss@max: 1.374714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.002154, LT: 1.710545, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 97, loss@min: 0.960166, loss@max: 1.376228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.002151, LT: 1.711182, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 98, loss@min: 0.961432, loss@max: 1.381042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.002149, LT: 1.711736, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 99, loss@min: 0.962363, loss@max: 1.377737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.002146, LT: 1.712266, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 100, loss@min: 0.958359, loss@max: 1.378948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.002144, LT: 1.712739, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 101, loss@min: 0.958659, loss@max: 1.375571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.002141, LT: 1.713176, Top1S: 100.000000, Top1T: 61.820332 Train:epoch: 102, loss@min: 0.960664, loss@max: 1.379269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.002139, LT: 1.713589, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 103, loss@min: 0.958640, loss@max: 1.374893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.002137, LT: 1.714025, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 104, loss@min: 0.958972, loss@max: 1.372333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.002135, LT: 1.714418, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 105, loss@min: 0.959301, loss@max: 1.373569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.002133, LT: 1.714779, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 106, loss@min: 0.965142, loss@max: 1.380846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.002131, LT: 1.715219, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 107, loss@min: 0.958945, loss@max: 1.373461, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.002129, LT: 1.715655, Top1S: 100.000000, Top1T: 61.997635Best acc: 61.997635 Train:epoch: 108, loss@min: 0.958848, loss@max: 1.374032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.002128, LT: 1.716123, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 109, loss@min: 0.961258, loss@max: 1.378593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.002126, LT: 1.716644, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 110, loss@min: 0.956456, loss@max: 1.373462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.002124, LT: 1.717134, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 111, loss@min: 0.958238, loss@max: 1.376388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.002123, LT: 1.717585, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 112, loss@min: 0.962543, loss@max: 1.378578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.002121, LT: 1.718130, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 113, loss@min: 0.958209, loss@max: 1.372136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.002120, LT: 1.718652, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 114, loss@min: 0.960383, loss@max: 1.378128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.002119, LT: 1.719077, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 115, loss@min: 0.958566, loss@max: 1.374632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.002118, LT: 1.719459, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 116, loss@min: 0.958210, loss@max: 1.371899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.002116, LT: 1.719790, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 117, loss@min: 0.958530, loss@max: 1.374235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.002115, LT: 1.720114, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 118, loss@min: 0.958141, loss@max: 1.373624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.002114, LT: 1.720439, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 119, loss@min: 0.957031, loss@max: 1.372183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.002113, LT: 1.720723, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 120, loss@min: 0.964877, loss@max: 1.382600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.002112, LT: 1.720954, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 121, loss@min: 0.959583, loss@max: 1.375543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.002111, LT: 1.721152, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 122, loss@min: 0.959303, loss@max: 1.373506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.002110, LT: 1.721361, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 123, loss@min: 0.956517, loss@max: 1.373535, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.002110, LT: 1.721539, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 124, loss@min: 0.957877, loss@max: 1.375294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.002109, LT: 1.721686, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 125, loss@min: 0.957959, loss@max: 1.374445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.002108, LT: 1.721823, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 126, loss@min: 0.958728, loss@max: 1.373634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.002108, LT: 1.721963, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 127, loss@min: 0.960010, loss@max: 1.376330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.002107, LT: 1.722067, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 128, loss@min: 0.959578, loss@max: 1.375680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002107, LT: 1.722153, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 129, loss@min: 0.960133, loss@max: 1.373164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.002106, LT: 1.722246, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 130, loss@min: 0.956574, loss@max: 1.377093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.002106, LT: 1.722324, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 131, loss@min: 0.956666, loss@max: 1.373604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002105, LT: 1.722391, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 132, loss@min: 0.962590, loss@max: 1.378017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.002105, LT: 1.722468, Top1S: 100.000000, Top1T: 61.997635 Train:epoch: 133, loss@min: 0.963263, loss@max: 1.378966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002105, LT: 1.722554, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 134, loss@min: 0.957965, loss@max: 1.373078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.002104, LT: 1.722621, Top1S: 100.000000, Top1T: 61.879433 Train:epoch: 135, loss@min: 0.959303, loss@max: 1.376439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.002104, LT: 1.722684, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 136, loss@min: 0.957329, loss@max: 1.373832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.002104, LT: 1.722739, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 137, loss@min: 0.960558, loss@max: 1.376285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.002104, LT: 1.722778, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 138, loss@min: 0.957709, loss@max: 1.376778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002104, LT: 1.722815, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 139, loss@min: 0.959086, loss@max: 1.371773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002103, LT: 1.722856, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 140, loss@min: 0.956723, loss@max: 1.373409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.002103, LT: 1.722890, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 141, loss@min: 0.958305, loss@max: 1.376051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.002103, LT: 1.722912, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 142, loss@min: 0.964037, loss@max: 1.379539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.002103, LT: 1.722937, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 143, loss@min: 0.958544, loss@max: 1.373794, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.002103, LT: 1.722953, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 144, loss@min: 0.957877, loss@max: 1.376033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.002103, LT: 1.722965, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 145, loss@min: 0.955392, loss@max: 1.377359, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002103, LT: 1.722973, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 146, loss@min: 0.959503, loss@max: 1.380829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002103, LT: 1.722978, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 147, loss@min: 0.955477, loss@max: 1.371923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002103, LT: 1.722980, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 148, loss@min: 0.961173, loss@max: 1.377363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.002103, LT: 1.722981, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 149, loss@min: 0.959817, loss@max: 1.378399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.002103, LT: 1.722981, Top1S: 100.000000, Top1T: 61.938534 Train:epoch: 150, loss@min: 0.957478, loss@max: 1.375674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.002103, LT: 1.722981, Top1S: 100.000000, Top1T: 61.938534 ------------------------------------------- Sun Jul 30 12:34:34 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 196, "print_freq": 1, "savedir": "G:\\\\stanford_cars_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Jul 30 13:45:15 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.570872, loss@max: 1.631775, Top1S acc: 100.000000, Top1T acc: 57.142857 Train:epoch: 2, loss@min: 3.908855, loss@max: 1.597661, Top1S acc: 100.000000, Top1T acc: 56.632652 Train:epoch: 3, loss@min: 3.268170, loss@max: 1.553426, Top1S acc: 100.000000, Top1T acc: 67.857140 Train:epoch: 4, loss@min: 3.104125, loss@max: 1.619223, Top1S acc: 100.000000, Top1T acc: 64.795921 Train:epoch: 5, loss@min: 2.656855, loss@max: 1.594655, Top1S acc: 100.000000, Top1T acc: 72.959183 Train:epoch: 6, loss@min: 2.588941, loss@max: 1.648778, Top1S acc: 100.000000, Top1T acc: 75.510201 Train:epoch: 7, loss@min: 2.304111, loss@max: 1.641790, Top1S acc: 100.000000, Top1T acc: 76.530609 Train:epoch: 8, loss@min: 2.129834, loss@max: 1.653335, Top1S acc: 100.000000, Top1T acc: 81.632652 Train:epoch: 9, loss@min: 2.067994, loss@max: 1.681644, Top1S acc: 100.000000, Top1T acc: 83.673470 Train:epoch: 10, loss@min: 1.838754, loss@max: 1.652848, Top1S acc: 100.000000, Top1T acc: 86.224487 Train:epoch: 11, loss@min: 1.657160, loss@max: 1.633881, Top1S acc: 100.000000, Top1T acc: 90.816322 Train:epoch: 12, loss@min: 1.896170, loss@max: 1.698643, Top1S acc: 100.000000, Top1T acc: 90.306122 Train:epoch: 13, loss@min: 1.450719, loss@max: 1.591622, Top1S acc: 100.000000, Top1T acc: 91.836731 Train:epoch: 14, loss@min: 1.377795, loss@max: 1.572420, Top1S acc: 100.000000, Top1T acc: 92.857140 Train:epoch: 15, loss@min: 1.417592, loss@max: 1.570871, Top1S acc: 100.000000, Top1T acc: 92.857140 Train:epoch: 16, loss@min: 1.445897, loss@max: 1.583189, Top1S acc: 100.000000, Top1T acc: 91.326530 Train:epoch: 17, loss@min: 1.251389, loss@max: 1.520549, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 18, loss@min: 1.326390, loss@max: 1.533060, Top1S acc: 100.000000, Top1T acc: 93.877548 Train:epoch: 19, loss@min: 1.223925, loss@max: 1.489355, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 20, loss@min: 1.216526, loss@max: 1.481396, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 21, loss@min: 1.178089, loss@max: 1.466860, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 22, loss@min: 1.166226, loss@max: 1.438225, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 23, loss@min: 1.186547, loss@max: 1.444779, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 24, loss@min: 1.195400, loss@max: 1.442060, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 25, loss@min: 1.175619, loss@max: 1.431279, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 26, loss@min: 1.194299, loss@max: 1.443452, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 27, loss@min: 1.130562, loss@max: 1.409011, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 28, loss@min: 1.148766, loss@max: 1.412028, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 29, loss@min: 1.161719, loss@max: 1.426393, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 30, loss@min: 1.049121, loss@max: 1.379056, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 31, loss@min: 1.120924, loss@max: 1.410994, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 32, loss@min: 1.097604, loss@max: 1.405642, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 33, loss@min: 1.030880, loss@max: 1.372737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.051827, loss@max: 1.381308, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 35, loss@min: 1.069510, loss@max: 1.387849, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 36, loss@min: 1.041348, loss@max: 1.371558, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 37, loss@min: 1.093260, loss@max: 1.382191, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 38, loss@min: 1.059490, loss@max: 1.374290, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 39, loss@min: 1.058939, loss@max: 1.377297, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 40, loss@min: 1.092774, loss@max: 1.394730, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 41, loss@min: 1.017011, loss@max: 1.369575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.048185, loss@max: 1.391736, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 43, loss@min: 1.014893, loss@max: 1.382584, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 44, loss@min: 1.003721, loss@max: 1.372257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.044876, loss@max: 1.392550, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 46, loss@min: 0.982850, loss@max: 1.367860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.010452, loss@max: 1.389602, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 48, loss@min: 1.004783, loss@max: 1.393318, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 49, loss@min: 1.049136, loss@max: 1.407320, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 50, loss@min: 1.003954, loss@max: 1.383967, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 51, loss@min: 1.013273, loss@max: 1.395027, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 52, loss@min: 0.997546, loss@max: 1.392124, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 53, loss@min: 1.064676, loss@max: 1.408400, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 54, loss@min: 0.997874, loss@max: 1.383179, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 55, loss@min: 1.000280, loss@max: 1.396029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.060090, loss@max: 1.411649, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 57, loss@min: 0.989178, loss@max: 1.390966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.991209, loss@max: 1.392214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.004658, loss@max: 1.389892, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 60, loss@min: 1.000795, loss@max: 1.392233, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 61, loss@min: 0.992656, loss@max: 1.391861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.980873, loss@max: 1.382418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.001248, loss@max: 1.401682, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 64, loss@min: 0.981657, loss@max: 1.381006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.977426, loss@max: 1.382694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.979009, loss@max: 1.386176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.988650, loss@max: 1.393379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.978171, loss@max: 1.380512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.978118, loss@max: 1.384229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.982000, loss@max: 1.380762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.981475, loss@max: 1.382251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.998658, loss@max: 1.393330, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 73, loss@min: 0.979955, loss@max: 1.383399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.990952, loss@max: 1.383886, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 75, loss@min: 0.986304, loss@max: 1.383494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.979473, loss@max: 1.380918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.990366, loss@max: 1.388657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.005301, loss@max: 1.394480, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 79, loss@min: 0.979362, loss@max: 1.379985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.987315, loss@max: 1.389232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.009453, LT: 1.603886, Top1S: 100.000008, Top1T: 58.226593Best acc: 58.226593 Train:epoch: 81, loss@min: 0.984198, loss@max: 1.382651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.009422, LT: 1.605596, Top1S: 100.000008, Top1T: 58.164410 Train:epoch: 82, loss@min: 0.978172, loss@max: 1.381426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.009392, LT: 1.607327, Top1S: 100.000008, Top1T: 58.164410 Train:epoch: 83, loss@min: 0.976986, loss@max: 1.384083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.009363, LT: 1.608896, Top1S: 100.000008, Top1T: 58.201717 Train:epoch: 84, loss@min: 0.976786, loss@max: 1.382100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.009335, LT: 1.610457, Top1S: 100.000008, Top1T: 58.139538 Train:epoch: 85, loss@min: 0.983079, loss@max: 1.382989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.009308, LT: 1.611327, Top1S: 100.000008, Top1T: 58.127102 Train:epoch: 86, loss@min: 0.980462, loss@max: 1.389015, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.009282, LT: 1.611983, Top1S: 100.000008, Top1T: 58.139538 Train:epoch: 87, loss@min: 0.975994, loss@max: 1.377592, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.009256, LT: 1.612422, Top1S: 100.000008, Top1T: 58.114666 Train:epoch: 88, loss@min: 0.997605, loss@max: 1.390477, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 88, LS: 0.009231, LT: 1.612574, Top1S: 100.000008, Top1T: 58.151974 Train:epoch: 89, loss@min: 0.996922, loss@max: 1.390176, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 89, LS: 0.009207, LT: 1.612811, Top1S: 100.000008, Top1T: 58.151974 Train:epoch: 90, loss@min: 0.977819, loss@max: 1.382818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.009184, LT: 1.613048, Top1S: 100.000008, Top1T: 58.164410 Train:epoch: 91, loss@min: 0.991878, loss@max: 1.390082, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.009162, LT: 1.612991, Top1S: 100.000008, Top1T: 58.164410 Train:epoch: 92, loss@min: 0.977419, loss@max: 1.379649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.009140, LT: 1.612629, Top1S: 100.000008, Top1T: 58.189281 Train:epoch: 93, loss@min: 0.981391, loss@max: 1.381297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.009118, LT: 1.612181, Top1S: 100.000008, Top1T: 58.201717 Train:epoch: 94, loss@min: 0.973514, loss@max: 1.376425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.009097, LT: 1.611940, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 95, loss@min: 1.014222, loss@max: 1.394570, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 95, LS: 0.009077, LT: 1.612096, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 96, loss@min: 1.004286, loss@max: 1.395640, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 96, LS: 0.009058, LT: 1.612336, Top1S: 100.000008, Top1T: 58.201717 Train:epoch: 97, loss@min: 0.992183, loss@max: 1.387549, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 97, LS: 0.009040, LT: 1.612502, Top1S: 100.000008, Top1T: 58.226593 Train:epoch: 98, loss@min: 0.989866, loss@max: 1.395393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.009022, LT: 1.612505, Top1S: 100.000008, Top1T: 58.251465Best acc: 58.251465 Train:epoch: 99, loss@min: 0.983332, loss@max: 1.384991, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 99, LS: 0.009005, LT: 1.612544, Top1S: 100.000008, Top1T: 58.176846 Train:epoch: 100, loss@min: 0.974042, loss@max: 1.380334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.008989, LT: 1.612724, Top1S: 100.000008, Top1T: 58.201717 Train:epoch: 101, loss@min: 0.989084, loss@max: 1.386833, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 101, LS: 0.008973, LT: 1.613011, Top1S: 100.000008, Top1T: 58.139538 Train:epoch: 102, loss@min: 0.976192, loss@max: 1.383570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.008958, LT: 1.613176, Top1S: 100.000008, Top1T: 58.139538 Train:epoch: 103, loss@min: 0.971248, loss@max: 1.386638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.008944, LT: 1.613442, Top1S: 100.000008, Top1T: 58.189281 Train:epoch: 104, loss@min: 0.978965, loss@max: 1.383774, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 104, LS: 0.008930, LT: 1.613751, Top1S: 100.000008, Top1T: 58.176846 Train:epoch: 105, loss@min: 0.971625, loss@max: 1.376014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.008917, LT: 1.614094, Top1S: 100.000008, Top1T: 58.201717 Train:epoch: 106, loss@min: 0.973861, loss@max: 1.377637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.008904, LT: 1.614403, Top1S: 100.000008, Top1T: 58.263901Best acc: 58.263901 Train:epoch: 107, loss@min: 0.974382, loss@max: 1.378285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.008892, LT: 1.614671, Top1S: 100.000008, Top1T: 58.301208Best acc: 58.301208 Train:epoch: 108, loss@min: 0.980456, loss@max: 1.383617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.008881, LT: 1.614970, Top1S: 100.000008, Top1T: 58.251465 Train:epoch: 109, loss@min: 0.974598, loss@max: 1.380322, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.008870, LT: 1.615183, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 110, loss@min: 0.983366, loss@max: 1.383901, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 110, LS: 0.008860, LT: 1.615120, Top1S: 100.000008, Top1T: 58.276337 Train:epoch: 111, loss@min: 0.972397, loss@max: 1.375988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.008850, LT: 1.615045, Top1S: 100.000008, Top1T: 58.276337 Train:epoch: 112, loss@min: 0.971838, loss@max: 1.377808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.008840, LT: 1.615017, Top1S: 100.000008, Top1T: 58.239029 Train:epoch: 113, loss@min: 0.982163, loss@max: 1.383357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.008831, LT: 1.614946, Top1S: 100.000008, Top1T: 58.239029 Train:epoch: 114, loss@min: 0.974844, loss@max: 1.378573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.008822, LT: 1.615018, Top1S: 100.000008, Top1T: 58.239029 Train:epoch: 115, loss@min: 1.008618, loss@max: 1.396300, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 115, LS: 0.008813, LT: 1.615104, Top1S: 100.000008, Top1T: 58.263901 Train:epoch: 116, loss@min: 0.971388, loss@max: 1.377696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.008805, LT: 1.615236, Top1S: 100.000008, Top1T: 58.251465 Train:epoch: 117, loss@min: 0.973571, loss@max: 1.378990, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.008797, LT: 1.615357, Top1S: 100.000008, Top1T: 58.276337 Train:epoch: 118, loss@min: 0.978386, loss@max: 1.385252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.008790, LT: 1.615504, Top1S: 100.000008, Top1T: 58.263901 Train:epoch: 119, loss@min: 0.994133, loss@max: 1.387846, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 119, LS: 0.008783, LT: 1.615687, Top1S: 100.000008, Top1T: 58.263901 Train:epoch: 120, loss@min: 0.974022, loss@max: 1.380006, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.008776, LT: 1.615789, Top1S: 100.000008, Top1T: 58.263901 Train:epoch: 121, loss@min: 0.982782, loss@max: 1.384756, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 121, LS: 0.008770, LT: 1.615898, Top1S: 100.000008, Top1T: 58.239029 Train:epoch: 122, loss@min: 0.972548, loss@max: 1.384541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.008765, LT: 1.615997, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 123, loss@min: 0.973281, loss@max: 1.379494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.008759, LT: 1.616092, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 124, loss@min: 0.975191, loss@max: 1.380940, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.008754, LT: 1.616216, Top1S: 100.000008, Top1T: 58.239029 Train:epoch: 125, loss@min: 0.977226, loss@max: 1.385218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.008750, LT: 1.616292, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 126, loss@min: 0.983164, loss@max: 1.390326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.008746, LT: 1.616447, Top1S: 100.000008, Top1T: 58.189281 Train:epoch: 127, loss@min: 0.985893, loss@max: 1.388078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.008742, LT: 1.616597, Top1S: 100.000008, Top1T: 58.226593 Train:epoch: 128, loss@min: 0.967696, loss@max: 1.370432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.008739, LT: 1.616723, Top1S: 100.000008, Top1T: 58.251465 Train:epoch: 129, loss@min: 0.976833, loss@max: 1.384721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.008735, LT: 1.616828, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 130, loss@min: 0.980585, loss@max: 1.385446, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 130, LS: 0.008733, LT: 1.616856, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 131, loss@min: 0.974939, loss@max: 1.378156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.008730, LT: 1.616846, Top1S: 100.000008, Top1T: 58.201717 Train:epoch: 132, loss@min: 0.976900, loss@max: 1.382036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.008728, LT: 1.616812, Top1S: 100.000008, Top1T: 58.201717 Train:epoch: 133, loss@min: 0.978072, loss@max: 1.386240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.008726, LT: 1.616786, Top1S: 100.000008, Top1T: 58.189281 Train:epoch: 134, loss@min: 0.977277, loss@max: 1.379952, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.008724, LT: 1.616770, Top1S: 100.000008, Top1T: 58.189281 Train:epoch: 135, loss@min: 0.983074, loss@max: 1.391110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.008722, LT: 1.616768, Top1S: 100.000008, Top1T: 58.176846 Train:epoch: 136, loss@min: 0.998198, loss@max: 1.390111, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 136, LS: 0.008721, LT: 1.616770, Top1S: 100.000008, Top1T: 58.201717 Train:epoch: 137, loss@min: 0.980058, loss@max: 1.383548, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.008720, LT: 1.616768, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 138, loss@min: 0.971534, loss@max: 1.379796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.008719, LT: 1.616768, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 139, loss@min: 0.973798, loss@max: 1.378956, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.008718, LT: 1.616767, Top1S: 100.000008, Top1T: 58.226593 Train:epoch: 140, loss@min: 0.998549, loss@max: 1.392064, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 140, LS: 0.008717, LT: 1.616772, Top1S: 100.000008, Top1T: 58.226593 Train:epoch: 141, loss@min: 0.972815, loss@max: 1.375273, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.008716, LT: 1.616776, Top1S: 100.000008, Top1T: 58.226593 Train:epoch: 142, loss@min: 0.979004, loss@max: 1.385419, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.008716, LT: 1.616783, Top1S: 100.000008, Top1T: 58.226593 Train:epoch: 143, loss@min: 0.970729, loss@max: 1.378404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.008716, LT: 1.616786, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 144, loss@min: 0.987857, loss@max: 1.389099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.008715, LT: 1.616779, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 145, loss@min: 0.971722, loss@max: 1.377860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.008715, LT: 1.616776, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 146, loss@min: 0.973609, loss@max: 1.379099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.008715, LT: 1.616775, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 147, loss@min: 0.974080, loss@max: 1.379717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.008715, LT: 1.616775, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 148, loss@min: 0.969278, loss@max: 1.376345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.008715, LT: 1.616775, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 149, loss@min: 0.991413, loss@max: 1.387745, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 149, LS: 0.008715, LT: 1.616775, Top1S: 100.000008, Top1T: 58.214153 Train:epoch: 150, loss@min: 0.977283, loss@max: 1.384296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.008715, LT: 1.616775, Top1S: 100.000008, Top1T: 58.214153 ------------------------------------------- Sun Jul 30 20:20:19 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 196, "print_freq": 1, "savedir": "G:\\\\stanford_cars_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Jul 30 20:30:56 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.149179, loss@max: 1.576544, Top1S acc: 100.000000, Top1T acc: 51.953125 Train:epoch: 2, loss@min: 3.454114, loss@max: 1.576104, Top1S acc: 100.000000, Top1T acc: 62.890625 Train:epoch: 3, loss@min: 3.039321, loss@max: 1.617720, Top1S acc: 100.000000, Top1T acc: 64.843750 Train:epoch: 4, loss@min: 3.120091, loss@max: 1.747975, Top1S acc: 100.000000, Top1T acc: 64.453125 Train:epoch: 5, loss@min: 2.672085, loss@max: 1.720939, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 6, loss@min: 2.213805, loss@max: 1.675880, Top1S acc: 100.000000, Top1T acc: 80.078125 Train:epoch: 7, loss@min: 2.122765, loss@max: 1.694548, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 8, loss@min: 1.909651, loss@max: 1.651737, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 9, loss@min: 1.825111, loss@max: 1.638357, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 10, loss@min: 1.612125, loss@max: 1.585404, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 11, loss@min: 1.685201, loss@max: 1.599614, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 12, loss@min: 1.486019, loss@max: 1.527475, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 13, loss@min: 1.595680, loss@max: 1.531865, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 14, loss@min: 1.545931, loss@max: 1.508598, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 15, loss@min: 1.662759, loss@max: 1.545953, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 16, loss@min: 1.403347, loss@max: 1.477711, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 17, loss@min: 1.368248, loss@max: 1.458664, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 18, loss@min: 1.257470, loss@max: 1.423702, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 19, loss@min: 1.394769, loss@max: 1.462677, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 20, loss@min: 1.230393, loss@max: 1.430233, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 21, loss@min: 1.248083, loss@max: 1.418590, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 22, loss@min: 1.327455, loss@max: 1.446641, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 23, loss@min: 1.162459, loss@max: 1.399112, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 24, loss@min: 1.206992, loss@max: 1.411837, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 25, loss@min: 1.132355, loss@max: 1.400186, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 26, loss@min: 1.142107, loss@max: 1.408816, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 27, loss@min: 1.155515, loss@max: 1.425522, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 1.128028, loss@max: 1.405551, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 29, loss@min: 1.100934, loss@max: 1.403236, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 30, loss@min: 1.083171, loss@max: 1.408759, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 1.071605, loss@max: 1.397567, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 32, loss@min: 1.052916, loss@max: 1.393533, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 33, loss@min: 1.091383, loss@max: 1.408755, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 34, loss@min: 1.036798, loss@max: 1.400004, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 35, loss@min: 1.049803, loss@max: 1.395216, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 36, loss@min: 1.080840, loss@max: 1.400609, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 37, loss@min: 1.041643, loss@max: 1.393291, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.021279, loss@max: 1.387793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.023597, loss@max: 1.388749, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 1.036580, loss@max: 1.399160, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 1.042293, loss@max: 1.404097, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 1.024443, loss@max: 1.402738, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 1.019599, loss@max: 1.388005, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 1.067216, loss@max: 1.403803, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 45, loss@min: 1.034176, loss@max: 1.394533, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 46, loss@min: 1.041508, loss@max: 1.393036, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 47, loss@min: 1.046145, loss@max: 1.416873, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 48, loss@min: 1.021614, loss@max: 1.397948, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 49, loss@min: 1.032029, loss@max: 1.397403, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 50, loss@min: 1.037803, loss@max: 1.404210, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 1.037886, loss@max: 1.401199, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 52, loss@min: 1.060622, loss@max: 1.424540, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 53, loss@min: 1.031612, loss@max: 1.410432, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 54, loss@min: 0.990437, loss@max: 1.380091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.095900, loss@max: 1.429746, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 56, loss@min: 0.983008, loss@max: 1.381527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.007272, loss@max: 1.405694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.005374, loss@max: 1.397775, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.986654, loss@max: 1.382449, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.989950, loss@max: 1.391796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.986120, loss@max: 1.384330, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 62, loss@min: 1.003305, loss@max: 1.399930, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.999232, loss@max: 1.395521, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 1.034439, loss@max: 1.407216, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 65, loss@min: 0.997612, loss@max: 1.395318, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.999888, loss@max: 1.390089, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 67, loss@min: 0.992608, loss@max: 1.396827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.025615, loss@max: 1.406922, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 1.040946, loss@max: 1.401532, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 70, loss@min: 1.004669, loss@max: 1.393131, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 71, loss@min: 0.990751, loss@max: 1.395638, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 72, loss@min: 0.982440, loss@max: 1.388978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.990744, loss@max: 1.390913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.022174, loss@max: 1.401140, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 75, loss@min: 0.979998, loss@max: 1.386622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.988139, loss@max: 1.388017, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 77, loss@min: 1.019325, loss@max: 1.398002, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 78, loss@min: 0.985625, loss@max: 1.388624, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 0.976799, loss@max: 1.387254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.983240, loss@max: 1.386732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.008458, LT: 1.541352, Top1S: 100.000008, Top1T: 61.646564Best acc: 61.646564 Train:epoch: 81, loss@min: 0.989407, loss@max: 1.382466, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 81, LS: 0.008427, LT: 1.544388, Top1S: 100.000008, Top1T: 61.609257 Train:epoch: 82, loss@min: 0.977477, loss@max: 1.382066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.008402, LT: 1.547395, Top1S: 100.000008, Top1T: 61.634129 Train:epoch: 83, loss@min: 0.984077, loss@max: 1.386291, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 0.008381, LT: 1.550314, Top1S: 100.000008, Top1T: 61.683872Best acc: 61.683872 Train:epoch: 84, loss@min: 0.995887, loss@max: 1.399303, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 84, LS: 0.008358, LT: 1.553606, Top1S: 100.000008, Top1T: 61.758492Best acc: 61.758492 Train:epoch: 85, loss@min: 0.978883, loss@max: 1.386862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.008331, LT: 1.557274, Top1S: 100.000008, Top1T: 61.671436 Train:epoch: 86, loss@min: 0.975878, loss@max: 1.381529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.008296, LT: 1.560298, Top1S: 100.000008, Top1T: 61.584381 Train:epoch: 87, loss@min: 1.044900, loss@max: 1.411116, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 87, LS: 0.008262, LT: 1.562363, Top1S: 100.000008, Top1T: 61.683872 Train:epoch: 88, loss@min: 1.007793, loss@max: 1.397698, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 88, LS: 0.008231, LT: 1.562725, Top1S: 100.000008, Top1T: 61.721180 Train:epoch: 89, loss@min: 0.973511, loss@max: 1.385041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.008200, LT: 1.564242, Top1S: 100.000008, Top1T: 61.795799Best acc: 61.795799 Train:epoch: 90, loss@min: 0.981596, loss@max: 1.385431, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.008172, LT: 1.566661, Top1S: 100.000008, Top1T: 61.845543Best acc: 61.845543 Train:epoch: 91, loss@min: 0.986504, loss@max: 1.392613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.008146, LT: 1.568128, Top1S: 100.000008, Top1T: 61.646564 Train:epoch: 92, loss@min: 1.007353, loss@max: 1.401745, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 0.008123, LT: 1.567124, Top1S: 100.000008, Top1T: 61.571945 Train:epoch: 93, loss@min: 0.986776, loss@max: 1.392657, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 0.008101, LT: 1.566123, Top1S: 100.000008, Top1T: 61.534637 Train:epoch: 94, loss@min: 0.970774, loss@max: 1.381910, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.008081, LT: 1.564960, Top1S: 100.000008, Top1T: 61.522202 Train:epoch: 95, loss@min: 0.998698, loss@max: 1.393972, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 95, LS: 0.008063, LT: 1.564814, Top1S: 100.000008, Top1T: 61.571945 Train:epoch: 96, loss@min: 0.983252, loss@max: 1.384696, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 96, LS: 0.008045, LT: 1.563592, Top1S: 100.000008, Top1T: 61.659000 Train:epoch: 97, loss@min: 1.010607, loss@max: 1.395420, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 97, LS: 0.008027, LT: 1.562293, Top1S: 100.000008, Top1T: 61.621693 Train:epoch: 98, loss@min: 0.999971, loss@max: 1.396428, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 98, LS: 0.008009, LT: 1.561752, Top1S: 100.000008, Top1T: 61.671436 Train:epoch: 99, loss@min: 0.999750, loss@max: 1.391731, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 99, LS: 0.007991, LT: 1.561036, Top1S: 100.000008, Top1T: 61.683872 Train:epoch: 100, loss@min: 1.010214, loss@max: 1.396624, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 0.007976, LT: 1.560311, Top1S: 100.000008, Top1T: 61.733616 Train:epoch: 101, loss@min: 0.979614, loss@max: 1.388821, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.007959, LT: 1.560823, Top1S: 100.000008, Top1T: 61.721180 Train:epoch: 102, loss@min: 0.970322, loss@max: 1.383844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.007942, LT: 1.561217, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 103, loss@min: 0.982715, loss@max: 1.389263, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.007928, LT: 1.562485, Top1S: 100.000008, Top1T: 61.634129 Train:epoch: 104, loss@min: 0.987798, loss@max: 1.389062, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 104, LS: 0.007911, LT: 1.564744, Top1S: 100.000008, Top1T: 61.609257 Train:epoch: 105, loss@min: 0.976056, loss@max: 1.382690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.007897, LT: 1.566492, Top1S: 100.000008, Top1T: 61.634129 Train:epoch: 106, loss@min: 0.973074, loss@max: 1.382371, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.007884, LT: 1.568947, Top1S: 100.000008, Top1T: 61.609257 Train:epoch: 107, loss@min: 0.967476, loss@max: 1.378746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.007871, LT: 1.570279, Top1S: 100.000008, Top1T: 61.696308 Train:epoch: 108, loss@min: 0.984939, loss@max: 1.386186, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 108, LS: 0.007859, LT: 1.571903, Top1S: 100.000008, Top1T: 61.634129 Train:epoch: 109, loss@min: 0.990813, loss@max: 1.389608, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 109, LS: 0.007848, LT: 1.572722, Top1S: 100.000008, Top1T: 61.634129 Train:epoch: 110, loss@min: 0.966102, loss@max: 1.378863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.007836, LT: 1.573254, Top1S: 100.000008, Top1T: 61.659000 Train:epoch: 111, loss@min: 0.977060, loss@max: 1.386638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.007825, LT: 1.573880, Top1S: 100.000008, Top1T: 61.621693 Train:epoch: 112, loss@min: 0.979027, loss@max: 1.381217, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 112, LS: 0.007815, LT: 1.574416, Top1S: 100.000008, Top1T: 61.634129 Train:epoch: 113, loss@min: 0.975441, loss@max: 1.384541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.007805, LT: 1.574702, Top1S: 100.000008, Top1T: 61.621693 Train:epoch: 114, loss@min: 0.977261, loss@max: 1.380833, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 114, LS: 0.007797, LT: 1.575002, Top1S: 100.000008, Top1T: 61.609257 Train:epoch: 115, loss@min: 0.983303, loss@max: 1.385092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.007788, LT: 1.574881, Top1S: 100.000008, Top1T: 61.646564 Train:epoch: 116, loss@min: 0.972403, loss@max: 1.381343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.007780, LT: 1.574731, Top1S: 100.000008, Top1T: 61.646564 Train:epoch: 117, loss@min: 0.972959, loss@max: 1.379135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.007773, LT: 1.574732, Top1S: 100.000008, Top1T: 61.646564 Train:epoch: 118, loss@min: 0.977502, loss@max: 1.384282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.007766, LT: 1.575058, Top1S: 100.000008, Top1T: 61.746056 Train:epoch: 119, loss@min: 1.013205, loss@max: 1.394484, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 119, LS: 0.007760, LT: 1.575581, Top1S: 100.000008, Top1T: 61.721180 Train:epoch: 120, loss@min: 0.977380, loss@max: 1.382812, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 120, LS: 0.007753, LT: 1.575628, Top1S: 100.000008, Top1T: 61.708744 Train:epoch: 121, loss@min: 0.976251, loss@max: 1.382304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.007748, LT: 1.575420, Top1S: 100.000008, Top1T: 61.696308 Train:epoch: 122, loss@min: 0.981815, loss@max: 1.384036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.007742, LT: 1.575321, Top1S: 100.000008, Top1T: 61.671436 Train:epoch: 123, loss@min: 0.975900, loss@max: 1.384695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.007737, LT: 1.575221, Top1S: 100.000008, Top1T: 61.721180 Train:epoch: 124, loss@min: 0.969030, loss@max: 1.372741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.007732, LT: 1.575282, Top1S: 100.000008, Top1T: 61.733616 Train:epoch: 125, loss@min: 1.006587, loss@max: 1.389834, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 125, LS: 0.007728, LT: 1.575194, Top1S: 100.000008, Top1T: 61.721180 Train:epoch: 126, loss@min: 1.000988, loss@max: 1.385772, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 126, LS: 0.007724, LT: 1.575032, Top1S: 100.000008, Top1T: 61.721180 Train:epoch: 127, loss@min: 1.027388, loss@max: 1.394068, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 127, LS: 0.007720, LT: 1.574924, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 128, loss@min: 0.982973, loss@max: 1.390295, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 128, LS: 0.007716, LT: 1.574821, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 129, loss@min: 0.974948, loss@max: 1.382116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.007713, LT: 1.574665, Top1S: 100.000008, Top1T: 61.808235 Train:epoch: 130, loss@min: 0.968862, loss@max: 1.374801, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.007710, LT: 1.574375, Top1S: 100.000008, Top1T: 61.820671 Train:epoch: 131, loss@min: 0.970530, loss@max: 1.378025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.007707, LT: 1.574204, Top1S: 100.000008, Top1T: 61.808235 Train:epoch: 132, loss@min: 0.977383, loss@max: 1.383974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.007705, LT: 1.574123, Top1S: 100.000008, Top1T: 61.820671 Train:epoch: 133, loss@min: 0.969627, loss@max: 1.376930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.007702, LT: 1.574041, Top1S: 100.000008, Top1T: 61.833107 Train:epoch: 134, loss@min: 0.971112, loss@max: 1.379591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.007700, LT: 1.574039, Top1S: 100.000008, Top1T: 61.795799 Train:epoch: 135, loss@min: 0.972181, loss@max: 1.378682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.007698, LT: 1.574033, Top1S: 100.000008, Top1T: 61.795799 Train:epoch: 136, loss@min: 0.972646, loss@max: 1.379286, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.007697, LT: 1.573945, Top1S: 100.000008, Top1T: 61.770927 Train:epoch: 137, loss@min: 0.992522, loss@max: 1.388461, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 137, LS: 0.007696, LT: 1.573819, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 138, loss@min: 0.970019, loss@max: 1.379386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.007694, LT: 1.573828, Top1S: 100.000008, Top1T: 61.770927 Train:epoch: 139, loss@min: 0.984776, loss@max: 1.387608, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 139, LS: 0.007694, LT: 1.573766, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 140, loss@min: 0.977129, loss@max: 1.386234, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 140, LS: 0.007693, LT: 1.573737, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 141, loss@min: 0.972903, loss@max: 1.380958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.007692, LT: 1.573740, Top1S: 100.000008, Top1T: 61.795799 Train:epoch: 142, loss@min: 0.976455, loss@max: 1.384277, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.007692, LT: 1.573741, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 143, loss@min: 0.999365, loss@max: 1.392545, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 143, LS: 0.007691, LT: 1.573751, Top1S: 100.000008, Top1T: 61.770927 Train:epoch: 144, loss@min: 1.000645, loss@max: 1.392935, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 144, LS: 0.007691, LT: 1.573762, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 145, loss@min: 0.977311, loss@max: 1.386295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.007691, LT: 1.573765, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 146, loss@min: 0.971468, loss@max: 1.380330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.007691, LT: 1.573762, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 147, loss@min: 0.970172, loss@max: 1.379301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.007690, LT: 1.573757, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 148, loss@min: 0.972282, loss@max: 1.377253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.007690, LT: 1.573756, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 149, loss@min: 0.977639, loss@max: 1.382258, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 149, LS: 0.007690, LT: 1.573756, Top1S: 100.000008, Top1T: 61.783363 Train:epoch: 150, loss@min: 0.977585, loss@max: 1.384138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.007690, LT: 1.573756, Top1S: 100.000008, Top1T: 61.783363 ------------------------------------------- Mon Jul 31 05:35:07 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 196, "print_freq": 1, "savedir": "G:\\\\stanford_cars_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Jul 31 10:13:36 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.017098, loss@max: 1.675998, Top1S acc: 100.000000, Top1T acc: 59.375000 Train:epoch: 2, loss@min: 3.543164, loss@max: 1.796101, Top1S acc: 100.000000, Top1T acc: 60.937500 Train:epoch: 3, loss@min: 3.032802, loss@max: 1.773373, Top1S acc: 100.000000, Top1T acc: 65.625000 Train:epoch: 4, loss@min: 2.878720, loss@max: 1.798236, Top1S acc: 100.000000, Top1T acc: 69.140625 Train:epoch: 5, loss@min: 3.016520, loss@max: 1.866773, Top1S acc: 100.000000, Top1T acc: 65.234375 Train:epoch: 6, loss@min: 2.724958, loss@max: 1.790948, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 7, loss@min: 2.736448, loss@max: 1.791549, Top1S acc: 100.000000, Top1T acc: 71.093750 Train:epoch: 8, loss@min: 2.156506, loss@max: 1.642595, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 9, loss@min: 2.186594, loss@max: 1.653660, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 10, loss@min: 2.040989, loss@max: 1.616486, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 11, loss@min: 2.263375, loss@max: 1.690379, Top1S acc: 100.000000, Top1T acc: 76.953125 Train:epoch: 12, loss@min: 1.927830, loss@max: 1.622905, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 13, loss@min: 1.924310, loss@max: 1.611929, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 14, loss@min: 2.040492, loss@max: 1.677207, Top1S acc: 100.000000, Top1T acc: 83.984375 Train:epoch: 15, loss@min: 1.659649, loss@max: 1.565943, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 16, loss@min: 1.760489, loss@max: 1.582352, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 17, loss@min: 1.619157, loss@max: 1.561372, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 18, loss@min: 1.698248, loss@max: 1.604132, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 19, loss@min: 1.565245, loss@max: 1.562145, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 20, loss@min: 1.645292, loss@max: 1.592447, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 21, loss@min: 1.483040, loss@max: 1.547589, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 22, loss@min: 1.527978, loss@max: 1.576150, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 23, loss@min: 1.472018, loss@max: 1.557009, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 24, loss@min: 1.436963, loss@max: 1.544953, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 25, loss@min: 1.530835, loss@max: 1.581133, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 26, loss@min: 1.436230, loss@max: 1.550088, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 27, loss@min: 1.393741, loss@max: 1.528170, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 28, loss@min: 1.364392, loss@max: 1.524888, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 29, loss@min: 1.455055, loss@max: 1.568150, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 30, loss@min: 1.360723, loss@max: 1.540609, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 31, loss@min: 1.328742, loss@max: 1.538444, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 32, loss@min: 1.345480, loss@max: 1.556974, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 33, loss@min: 1.258324, loss@max: 1.523647, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 34, loss@min: 1.275517, loss@max: 1.531582, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 35, loss@min: 1.316890, loss@max: 1.530822, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 36, loss@min: 1.175310, loss@max: 1.489230, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 37, loss@min: 1.184571, loss@max: 1.510455, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 38, loss@min: 1.275219, loss@max: 1.527497, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 39, loss@min: 1.221970, loss@max: 1.512307, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 40, loss@min: 1.276263, loss@max: 1.522830, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 41, loss@min: 1.301458, loss@max: 1.522639, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 42, loss@min: 1.253351, loss@max: 1.512484, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 43, loss@min: 1.152696, loss@max: 1.468981, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 44, loss@min: 1.162494, loss@max: 1.511454, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 45, loss@min: 1.173984, loss@max: 1.495325, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 46, loss@min: 1.193068, loss@max: 1.508443, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 47, loss@min: 1.169164, loss@max: 1.483058, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 48, loss@min: 1.121879, loss@max: 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loss@max: 1.453311, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 1.085574, loss@max: 1.456515, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 60, loss@min: 1.130453, loss@max: 1.471066, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 61, loss@min: 1.099342, loss@max: 1.467366, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 62, loss@min: 1.071055, loss@max: 1.448768, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 1.079492, loss@max: 1.452023, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 64, loss@min: 1.054267, loss@max: 1.445711, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 65, loss@min: 1.041590, loss@max: 1.421987, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 66, loss@min: 1.159532, loss@max: 1.492010, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 67, loss@min: 1.093709, loss@max: 1.481289, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 68, loss@min: 1.103668, loss@max: 1.458354, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 69, loss@min: 1.038291, loss@max: 1.447946, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 70, loss@min: 1.040089, loss@max: 1.443705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.073355, loss@max: 1.444485, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 72, loss@min: 1.083415, loss@max: 1.456704, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 73, loss@min: 1.056702, loss@max: 1.470767, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 74, loss@min: 1.044004, loss@max: 1.459175, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 75, loss@min: 1.048972, loss@max: 1.430012, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 76, loss@min: 1.052806, loss@max: 1.447039, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 77, loss@min: 1.033778, loss@max: 1.448416, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 1.012793, loss@max: 1.435324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.056640, loss@max: 1.444692, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 80, loss@min: 1.050407, loss@max: 1.450911, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 80, LS: 0.008090, LT: 1.325492, Top1S: 100.000008, Top1T: 65.775406Best acc: 65.775406 Train:epoch: 81, loss@min: 1.037677, loss@max: 1.434144, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 81, LS: 0.008113, LT: 1.324045, Top1S: 100.000008, Top1T: 65.713219 Train:epoch: 82, loss@min: 1.012236, loss@max: 1.427094, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.008080, LT: 1.321387, Top1S: 100.000008, Top1T: 65.601295 Train:epoch: 83, loss@min: 1.049379, loss@max: 1.437104, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 83, LS: 0.008011, LT: 1.317763, Top1S: 100.000008, Top1T: 65.638603 Train:epoch: 84, loss@min: 1.023541, loss@max: 1.426532, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 84, LS: 0.007933, LT: 1.314766, Top1S: 100.000008, Top1T: 65.713219 Train:epoch: 85, loss@min: 1.040337, loss@max: 1.451913, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 85, LS: 0.007864, LT: 1.312702, Top1S: 100.000008, Top1T: 65.626167 Train:epoch: 86, loss@min: 1.020485, loss@max: 1.431575, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 86, LS: 0.007822, LT: 1.312737, Top1S: 100.000008, Top1T: 65.787842Best acc: 65.787842 Train:epoch: 87, loss@min: 1.021983, loss@max: 1.423445, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 87, LS: 0.007798, LT: 1.314671, Top1S: 100.000008, Top1T: 65.949509Best acc: 65.949509 Train:epoch: 88, loss@min: 1.029975, loss@max: 1.448762, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 88, LS: 0.007814, LT: 1.316919, Top1S: 100.000008, Top1T: 65.986824Best acc: 65.986824 Train:epoch: 89, loss@min: 1.028783, loss@max: 1.429700, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 89, LS: 0.007828, LT: 1.319875, Top1S: 100.000008, Top1T: 65.961945 Train:epoch: 90, loss@min: 1.085702, loss@max: 1.445848, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 90, LS: 0.007815, LT: 1.321798, Top1S: 100.000008, Top1T: 65.974380 Train:epoch: 91, loss@min: 1.088402, loss@max: 1.458163, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 91, LS: 0.007784, LT: 1.321289, Top1S: 100.000008, Top1T: 65.986824 Train:epoch: 92, loss@min: 1.056090, loss@max: 1.433529, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 92, LS: 0.007740, LT: 1.316365, Top1S: 100.000008, Top1T: 66.247978Best acc: 66.247978 Train:epoch: 93, loss@min: 1.015734, loss@max: 1.417886, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 0.007692, LT: 1.318393, Top1S: 100.000008, Top1T: 66.185799 Train:epoch: 94, loss@min: 0.990962, loss@max: 1.411722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.007648, LT: 1.323347, Top1S: 100.000008, Top1T: 66.098747 Train:epoch: 95, loss@min: 1.021855, loss@max: 1.414946, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 95, LS: 0.007610, LT: 1.325577, Top1S: 100.000008, Top1T: 66.073875 Train:epoch: 96, loss@min: 1.024021, loss@max: 1.435267, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 0.007584, LT: 1.324683, Top1S: 100.000008, Top1T: 66.011696 Train:epoch: 97, loss@min: 1.059397, loss@max: 1.427197, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 97, LS: 0.007563, LT: 1.323233, Top1S: 100.000008, Top1T: 65.924637 Train:epoch: 98, loss@min: 0.996153, loss@max: 1.419257, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.007548, LT: 1.322068, Top1S: 100.000008, Top1T: 66.198235 Train:epoch: 99, loss@min: 0.989996, loss@max: 1.427627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.007545, LT: 1.319040, Top1S: 100.000008, Top1T: 66.098747 Train:epoch: 100, loss@min: 1.018339, loss@max: 1.429463, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 100, LS: 0.007544, LT: 1.317553, Top1S: 100.000008, Top1T: 66.123619 Train:epoch: 101, loss@min: 1.041189, loss@max: 1.432812, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 101, LS: 0.007540, LT: 1.317719, Top1S: 100.000008, Top1T: 66.111183 Train:epoch: 102, loss@min: 1.007443, loss@max: 1.416089, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 0.007528, LT: 1.320134, Top1S: 100.000008, Top1T: 66.148491 Train:epoch: 103, loss@min: 1.031713, loss@max: 1.419090, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 103, LS: 0.007511, LT: 1.328139, Top1S: 100.000008, Top1T: 65.974380 Train:epoch: 104, loss@min: 1.152562, loss@max: 1.456146, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 104, LS: 0.007498, LT: 1.335623, Top1S: 100.000008, Top1T: 65.775406 Train:epoch: 105, loss@min: 1.039387, loss@max: 1.423136, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 105, LS: 0.007472, LT: 1.340859, Top1S: 100.000008, Top1T: 65.563988 Train:epoch: 106, loss@min: 1.028926, loss@max: 1.438902, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 106, LS: 0.007441, LT: 1.342544, Top1S: 100.000008, Top1T: 65.414749 Train:epoch: 107, loss@min: 1.035454, loss@max: 1.409013, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 107, LS: 0.007416, LT: 1.341366, Top1S: 100.000008, Top1T: 65.476936 Train:epoch: 108, loss@min: 1.002071, loss@max: 1.398630, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 108, LS: 0.007400, LT: 1.339784, Top1S: 100.000008, Top1T: 65.526680 Train:epoch: 109, loss@min: 1.024614, loss@max: 1.417470, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 109, LS: 0.007389, LT: 1.339237, Top1S: 100.000008, Top1T: 65.601295 Train:epoch: 110, loss@min: 1.014745, loss@max: 1.415117, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 110, LS: 0.007379, LT: 1.337596, Top1S: 100.000008, Top1T: 65.638603 Train:epoch: 111, loss@min: 1.031755, loss@max: 1.418404, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 111, LS: 0.007370, LT: 1.335954, Top1S: 100.000008, Top1T: 65.762970 Train:epoch: 112, loss@min: 1.073729, loss@max: 1.428186, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 112, LS: 0.007360, LT: 1.334868, Top1S: 100.000008, Top1T: 65.787842 Train:epoch: 113, loss@min: 1.019646, loss@max: 1.407729, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 113, LS: 0.007352, LT: 1.334189, Top1S: 100.000008, Top1T: 65.800278 Train:epoch: 114, loss@min: 1.020282, loss@max: 1.418516, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 114, LS: 0.007345, LT: 1.334676, Top1S: 100.000008, Top1T: 65.738098 Train:epoch: 115, loss@min: 1.003272, loss@max: 1.412912, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 115, LS: 0.007338, LT: 1.335476, Top1S: 100.000008, Top1T: 65.750534 Train:epoch: 116, loss@min: 1.005952, loss@max: 1.407369, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 116, LS: 0.007331, LT: 1.336399, Top1S: 100.000008, Top1T: 65.713219 Train:epoch: 117, loss@min: 1.043594, loss@max: 1.426451, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 117, LS: 0.007326, LT: 1.337123, Top1S: 100.000008, Top1T: 65.700783 Train:epoch: 118, loss@min: 1.009667, loss@max: 1.405580, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 118, LS: 0.007322, LT: 1.337552, Top1S: 100.000008, Top1T: 65.651039 Train:epoch: 119, loss@min: 0.990954, loss@max: 1.402493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.007319, LT: 1.337979, Top1S: 100.000008, Top1T: 65.725662 Train:epoch: 120, loss@min: 1.014598, loss@max: 1.409797, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 120, LS: 0.007316, LT: 1.337767, Top1S: 100.000008, Top1T: 65.825150 Train:epoch: 121, loss@min: 0.995770, loss@max: 1.408243, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 121, LS: 0.007307, LT: 1.337321, Top1S: 100.000008, Top1T: 65.800278 Train:epoch: 122, loss@min: 1.045882, loss@max: 1.433668, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 122, LS: 0.007300, LT: 1.336834, Top1S: 100.000008, Top1T: 65.825150 Train:epoch: 123, loss@min: 0.997507, loss@max: 1.412589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.007293, LT: 1.336657, Top1S: 100.000008, Top1T: 65.837585 Train:epoch: 124, loss@min: 1.013048, loss@max: 1.415156, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 124, LS: 0.007288, LT: 1.336598, Top1S: 100.000008, Top1T: 65.937073 Train:epoch: 125, loss@min: 1.022852, loss@max: 1.407800, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 125, LS: 0.007284, LT: 1.336414, Top1S: 100.000008, Top1T: 66.011696 Train:epoch: 126, loss@min: 0.994054, loss@max: 1.399235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.007280, LT: 1.336202, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 127, loss@min: 1.009016, loss@max: 1.413789, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 0.007278, LT: 1.336002, Top1S: 100.000008, Top1T: 66.011696 Train:epoch: 128, loss@min: 1.012996, loss@max: 1.417426, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 128, LS: 0.007276, LT: 1.335709, Top1S: 100.000008, Top1T: 65.986824 Train:epoch: 129, loss@min: 1.018717, loss@max: 1.418137, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 129, LS: 0.007273, LT: 1.335542, Top1S: 100.000008, Top1T: 65.986824 Train:epoch: 130, loss@min: 1.002245, loss@max: 1.409004, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 130, LS: 0.007269, LT: 1.335403, Top1S: 100.000008, Top1T: 65.986824 Train:epoch: 131, loss@min: 1.035540, loss@max: 1.417882, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 131, LS: 0.007265, LT: 1.335356, Top1S: 100.000008, Top1T: 65.949509 Train:epoch: 132, loss@min: 0.991049, loss@max: 1.401020, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 132, LS: 0.007262, LT: 1.335455, Top1S: 100.000008, Top1T: 65.949509 Train:epoch: 133, loss@min: 1.045773, loss@max: 1.428964, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 133, LS: 0.007260, LT: 1.335625, Top1S: 100.000008, Top1T: 65.974380 Train:epoch: 134, loss@min: 0.993358, loss@max: 1.399487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.007258, LT: 1.335573, Top1S: 100.000008, Top1T: 66.011696 Train:epoch: 135, loss@min: 0.981655, loss@max: 1.400706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.007256, LT: 1.335533, Top1S: 100.000008, Top1T: 66.024132 Train:epoch: 136, loss@min: 0.991013, loss@max: 1.402604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.007254, LT: 1.335535, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 137, loss@min: 0.986783, loss@max: 1.399140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.007252, LT: 1.335470, Top1S: 100.000008, Top1T: 65.986824 Train:epoch: 138, loss@min: 1.004027, loss@max: 1.411084, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 138, LS: 0.007251, LT: 1.335426, Top1S: 100.000008, Top1T: 65.986824 Train:epoch: 139, loss@min: 1.006493, loss@max: 1.397954, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 139, LS: 0.007250, LT: 1.335396, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 140, loss@min: 0.999919, loss@max: 1.392879, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 140, LS: 0.007249, LT: 1.335412, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 141, loss@min: 1.013749, loss@max: 1.405242, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 141, LS: 0.007248, LT: 1.335422, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 142, loss@min: 1.010731, loss@max: 1.413917, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 142, LS: 0.007248, LT: 1.335441, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 143, loss@min: 1.004897, loss@max: 1.410156, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 0.007247, LT: 1.335449, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 144, loss@min: 0.991017, loss@max: 1.400811, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 144, LS: 0.007247, LT: 1.335446, Top1S: 100.000008, Top1T: 66.011696 Train:epoch: 145, loss@min: 1.010606, loss@max: 1.412096, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 145, LS: 0.007247, LT: 1.335441, Top1S: 100.000008, Top1T: 66.011696 Train:epoch: 146, loss@min: 1.050366, loss@max: 1.414571, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 146, LS: 0.007247, LT: 1.335431, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 147, loss@min: 1.017936, loss@max: 1.416887, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 147, LS: 0.007247, LT: 1.335422, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 148, loss@min: 1.007873, loss@max: 1.413888, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 148, LS: 0.007246, LT: 1.335422, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 149, loss@min: 1.010330, loss@max: 1.409678, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 149, LS: 0.007247, LT: 1.335421, Top1S: 100.000008, Top1T: 65.999260 Train:epoch: 150, loss@min: 1.012533, loss@max: 1.416116, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 150, LS: 0.007247, LT: 1.335421, Top1S: 100.000008, Top1T: 65.999260 ------------------------------------------- Mon Jul 31 14:58:53 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 196, "print_freq": 1, "savedir": "G:\\\\stanford_cars_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Jul 31 15:02:42 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 196, "print_freq": 1, "savedir": "G:\\\\stanford_cars_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Jul 31 15:03:08 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.353088, loss@max: 1.914281, Top1S acc: 100.000000, Top1T acc: 54.296875 Train:epoch: 2, loss@min: 3.454011, loss@max: 1.904575, Top1S acc: 100.000000, Top1T acc: 57.812500 Train:epoch: 3, loss@min: 2.963571, loss@max: 1.806462, Top1S acc: 100.000000, Top1T acc: 66.406250 Train:epoch: 4, loss@min: 2.776981, loss@max: 1.734377, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 5, loss@min: 2.610703, loss@max: 1.675792, Top1S acc: 100.000000, Top1T acc: 71.093750 Train:epoch: 6, loss@min: 2.226016, loss@max: 1.572697, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 7, loss@min: 1.914392, loss@max: 1.502882, Top1S acc: 100.000000, Top1T acc: 80.859375 Train:epoch: 8, loss@min: 2.060845, loss@max: 1.568507, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 9, loss@min: 2.114631, loss@max: 1.606372, Top1S acc: 100.000000, Top1T acc: 80.468750 Train:epoch: 10, loss@min: 1.831629, loss@max: 1.545417, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 11, loss@min: 1.748886, loss@max: 1.519843, Top1S acc: 100.000000, Top1T acc: 87.109375 Train:epoch: 12, loss@min: 1.717610, loss@max: 1.523121, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 13, loss@min: 1.633430, loss@max: 1.509973, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 14, loss@min: 1.491723, loss@max: 1.467009, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 15, loss@min: 1.613376, loss@max: 1.511340, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 16, loss@min: 1.504162, loss@max: 1.478987, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 17, loss@min: 1.469254, loss@max: 1.489197, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 18, loss@min: 1.337373, loss@max: 1.440154, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 19, loss@min: 1.455829, loss@max: 1.488507, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 20, loss@min: 1.253654, loss@max: 1.429984, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 21, loss@min: 1.355392, loss@max: 1.458680, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 22, loss@min: 1.264396, loss@max: 1.458452, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 23, loss@min: 1.329991, loss@max: 1.453115, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 24, loss@min: 1.395614, loss@max: 1.496374, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 25, loss@min: 1.291089, loss@max: 1.462962, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 26, loss@min: 1.189724, loss@max: 1.448184, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 27, loss@min: 1.271966, loss@max: 1.456078, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 28, loss@min: 1.247373, loss@max: 1.487585, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 29, loss@min: 1.235234, loss@max: 1.458380, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 30, loss@min: 1.159591, loss@max: 1.441931, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 31, loss@min: 1.143309, loss@max: 1.439027, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 32, loss@min: 1.125003, loss@max: 1.446290, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 33, loss@min: 1.081960, loss@max: 1.396186, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 34, loss@min: 1.093418, loss@max: 1.439393, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 35, loss@min: 1.152645, loss@max: 1.449286, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 36, loss@min: 1.167422, loss@max: 1.460824, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 37, loss@min: 1.188139, loss@max: 1.460554, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 38, loss@min: 1.141596, loss@max: 1.466386, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 39, loss@min: 1.058462, loss@max: 1.414271, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 1.154819, loss@max: 1.458724, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 41, loss@min: 1.119249, loss@max: 1.433573, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 42, loss@min: 1.136090, loss@max: 1.453871, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 43, loss@min: 1.215238, loss@max: 1.465263, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 44, loss@min: 1.095564, loss@max: 1.449494, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 45, loss@min: 1.122128, loss@max: 1.451849, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 46, loss@min: 1.081269, loss@max: 1.451250, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 47, loss@min: 1.052788, loss@max: 1.433805, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 48, loss@min: 1.086447, loss@max: 1.417541, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 49, loss@min: 1.026711, loss@max: 1.428660, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 50, loss@min: 1.033909, loss@max: 1.433861, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 51, loss@min: 1.077430, loss@max: 1.437763, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 52, loss@min: 1.048709, loss@max: 1.459763, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 53, loss@min: 1.043264, loss@max: 1.431110, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 54, loss@min: 1.049300, loss@max: 1.431596, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 55, loss@min: 1.093840, loss@max: 1.424660, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 56, loss@min: 1.029140, loss@max: 1.409950, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 57, loss@min: 1.046147, loss@max: 1.431004, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 58, loss@min: 1.043501, loss@max: 1.410205, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 59, loss@min: 1.093099, loss@max: 1.437672, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 60, loss@min: 1.096541, loss@max: 1.454857, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 61, loss@min: 1.002124, loss@max: 1.407744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.037929, loss@max: 1.416651, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 63, loss@min: 1.036456, loss@max: 1.438915, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 64, loss@min: 1.024835, loss@max: 1.424027, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 65, loss@min: 1.024840, loss@max: 1.435780, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 66, loss@min: 1.131693, loss@max: 1.461198, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 67, loss@min: 1.019617, loss@max: 1.430013, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 68, loss@min: 1.025491, loss@max: 1.430225, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 69, loss@min: 1.053061, loss@max: 1.424287, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 70, loss@min: 0.997138, loss@max: 1.396805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.976392, loss@max: 1.396483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.009120, loss@max: 1.395589, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 1.085298, loss@max: 1.442490, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 74, loss@min: 1.086399, loss@max: 1.435271, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 75, loss@min: 1.063736, loss@max: 1.443335, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 76, loss@min: 1.016144, loss@max: 1.423197, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 77, loss@min: 1.057736, loss@max: 1.440069, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 78, loss@min: 1.010780, loss@max: 1.420646, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 1.009302, loss@max: 1.425756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.054272, loss@max: 1.425102, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 80, LS: 0.005270, LT: 1.227742, Top1S: 100.000008, Top1T: 70.948891Best acc: 70.948891 Train:epoch: 81, loss@min: 1.020904, loss@max: 1.399640, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 81, LS: 0.005251, LT: 1.217917, Top1S: 100.000008, Top1T: 71.085686Best acc: 71.085686 Train:epoch: 82, loss@min: 0.994769, loss@max: 1.398201, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.005226, LT: 1.220167, Top1S: 100.000008, Top1T: 71.060814 Train:epoch: 83, loss@min: 1.008475, loss@max: 1.411651, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 83, LS: 0.005205, LT: 1.223525, Top1S: 100.000008, Top1T: 70.936455 Train:epoch: 84, loss@min: 1.038356, loss@max: 1.412220, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 84, LS: 0.005185, LT: 1.227072, Top1S: 100.000008, Top1T: 70.824524 Train:epoch: 85, loss@min: 0.994982, loss@max: 1.406912, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 85, LS: 0.005167, LT: 1.233221, Top1S: 100.000008, Top1T: 70.588242 Train:epoch: 86, loss@min: 0.989433, loss@max: 1.385833, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 86, LS: 0.005142, LT: 1.247382, Top1S: 100.000008, Top1T: 70.414131 Train:epoch: 87, loss@min: 0.996872, loss@max: 1.413573, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 87, LS: 0.005122, LT: 1.254630, Top1S: 100.000008, Top1T: 70.463875 Train:epoch: 88, loss@min: 1.029374, loss@max: 1.420494, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 88, LS: 0.005103, LT: 1.253755, Top1S: 100.000008, Top1T: 70.588242 Train:epoch: 89, loss@min: 0.983199, loss@max: 1.396144, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.005080, LT: 1.260285, Top1S: 100.000008, Top1T: 70.650421 Train:epoch: 90, loss@min: 0.978113, loss@max: 1.383873, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.005066, LT: 1.254410, Top1S: 100.000008, Top1T: 70.812088 Train:epoch: 91, loss@min: 1.003633, loss@max: 1.411896, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 91, LS: 0.005050, LT: 1.248855, Top1S: 100.000008, Top1T: 70.899147 Train:epoch: 92, loss@min: 0.995802, loss@max: 1.390386, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 0.005037, LT: 1.244020, Top1S: 100.000008, Top1T: 70.824524 Train:epoch: 93, loss@min: 1.051489, loss@max: 1.412372, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 93, LS: 0.005032, LT: 1.241363, Top1S: 100.000008, Top1T: 70.861839 Train:epoch: 94, loss@min: 1.005876, loss@max: 1.389546, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 0.005023, LT: 1.241384, Top1S: 100.000008, Top1T: 70.812088 Train:epoch: 95, loss@min: 0.978794, loss@max: 1.396545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.005008, LT: 1.239431, Top1S: 100.000008, Top1T: 70.824524 Train:epoch: 96, loss@min: 0.993270, loss@max: 1.419372, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 0.004995, LT: 1.244321, Top1S: 100.000008, Top1T: 70.961327 Train:epoch: 97, loss@min: 1.039889, loss@max: 1.417923, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 97, LS: 0.004985, LT: 1.246789, Top1S: 100.000008, Top1T: 70.911583 Train:epoch: 98, loss@min: 0.994543, loss@max: 1.397714, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 98, LS: 0.004980, LT: 1.243822, Top1S: 100.000008, Top1T: 70.899147 Train:epoch: 99, loss@min: 1.000255, loss@max: 1.410532, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 99, LS: 0.004966, LT: 1.244093, Top1S: 100.000008, Top1T: 70.986198 Train:epoch: 100, loss@min: 1.065880, loss@max: 1.427112, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 100, LS: 0.004952, LT: 1.245894, Top1S: 100.000008, Top1T: 71.110558Best acc: 71.110558 Train:epoch: 101, loss@min: 0.979984, loss@max: 1.387429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.004938, LT: 1.247196, Top1S: 100.000008, Top1T: 70.986198 Train:epoch: 102, loss@min: 0.995770, loss@max: 1.392799, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 102, LS: 0.004924, LT: 1.248436, Top1S: 100.000008, Top1T: 71.011070 Train:epoch: 103, loss@min: 0.987486, loss@max: 1.387852, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 103, LS: 0.004910, LT: 1.252786, Top1S: 100.000008, Top1T: 70.824524 Train:epoch: 104, loss@min: 1.013419, loss@max: 1.398605, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 104, LS: 0.004897, LT: 1.254463, Top1S: 100.000008, Top1T: 70.849403 Train:epoch: 105, loss@min: 0.983997, loss@max: 1.391784, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 105, LS: 0.004884, LT: 1.253997, Top1S: 100.000008, Top1T: 70.787216 Train:epoch: 106, loss@min: 1.030868, loss@max: 1.411911, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 106, LS: 0.004872, LT: 1.253102, Top1S: 100.000008, Top1T: 70.762344 Train:epoch: 107, loss@min: 0.992095, loss@max: 1.392658, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 107, LS: 0.004861, LT: 1.249706, Top1S: 100.000008, Top1T: 70.924019 Train:epoch: 108, loss@min: 0.993134, loss@max: 1.397292, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 108, LS: 0.004853, LT: 1.248790, Top1S: 100.000008, Top1T: 70.812088 Train:epoch: 109, loss@min: 1.018379, loss@max: 1.400890, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 109, LS: 0.004845, LT: 1.249022, Top1S: 100.000008, Top1T: 70.936455 Train:epoch: 110, loss@min: 0.971359, loss@max: 1.386338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.004835, LT: 1.250587, Top1S: 100.000008, Top1T: 70.924019 Train:epoch: 111, loss@min: 0.973618, loss@max: 1.393433, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.004829, LT: 1.250113, Top1S: 100.000008, Top1T: 70.936455 Train:epoch: 112, loss@min: 0.966123, loss@max: 1.381311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.004824, LT: 1.248728, Top1S: 100.000008, Top1T: 70.973763 Train:epoch: 113, loss@min: 1.022528, loss@max: 1.405111, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 113, LS: 0.004820, LT: 1.249239, Top1S: 100.000008, Top1T: 70.911583 Train:epoch: 114, loss@min: 1.003154, loss@max: 1.389765, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 114, LS: 0.004814, LT: 1.249558, Top1S: 100.000008, Top1T: 70.948891 Train:epoch: 115, loss@min: 0.993964, loss@max: 1.403554, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 115, LS: 0.004806, LT: 1.250539, Top1S: 100.000008, Top1T: 71.048378 Train:epoch: 116, loss@min: 0.984703, loss@max: 1.394046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.004797, LT: 1.251762, Top1S: 100.000008, Top1T: 71.011070 Train:epoch: 117, loss@min: 0.969377, loss@max: 1.384249, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.004790, LT: 1.251755, Top1S: 100.000008, Top1T: 70.911583 Train:epoch: 118, loss@min: 0.978205, loss@max: 1.387669, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 118, LS: 0.004785, LT: 1.251802, Top1S: 100.000008, Top1T: 71.023506 Train:epoch: 119, loss@min: 0.981675, loss@max: 1.395137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.004780, LT: 1.251659, Top1S: 100.000008, Top1T: 70.973763 Train:epoch: 120, loss@min: 0.978471, loss@max: 1.386661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.004775, LT: 1.251325, Top1S: 100.000008, Top1T: 71.011070 Train:epoch: 121, loss@min: 0.981148, loss@max: 1.393255, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 121, LS: 0.004771, LT: 1.251066, Top1S: 100.000008, Top1T: 70.936455 Train:epoch: 122, loss@min: 0.976834, loss@max: 1.384485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.004766, LT: 1.251872, Top1S: 100.000008, Top1T: 70.986198 Train:epoch: 123, loss@min: 0.968823, loss@max: 1.389297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.004763, LT: 1.252759, Top1S: 100.000008, Top1T: 70.973763 Train:epoch: 124, loss@min: 0.970168, loss@max: 1.383368, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.004759, LT: 1.254144, Top1S: 100.000008, Top1T: 70.924019 Train:epoch: 125, loss@min: 1.021185, loss@max: 1.406295, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 125, LS: 0.004757, LT: 1.254907, Top1S: 100.000008, Top1T: 70.961327 Train:epoch: 126, loss@min: 1.001852, loss@max: 1.392694, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 126, LS: 0.004753, LT: 1.255289, Top1S: 100.000008, Top1T: 70.961327 Train:epoch: 127, loss@min: 0.968886, loss@max: 1.379561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.004750, LT: 1.255783, Top1S: 100.000008, Top1T: 70.911583 Train:epoch: 128, loss@min: 0.984695, loss@max: 1.388564, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 128, LS: 0.004747, LT: 1.256566, Top1S: 100.000008, Top1T: 70.874275 Train:epoch: 129, loss@min: 1.047523, loss@max: 1.415865, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 129, LS: 0.004745, LT: 1.256739, Top1S: 100.000008, Top1T: 70.886711 Train:epoch: 130, loss@min: 0.985381, loss@max: 1.392004, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 130, LS: 0.004743, LT: 1.256980, Top1S: 100.000008, Top1T: 70.849403 Train:epoch: 131, loss@min: 0.985139, loss@max: 1.399908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.004741, LT: 1.256542, Top1S: 100.000008, Top1T: 70.849403 Train:epoch: 132, loss@min: 0.978529, loss@max: 1.385209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.004740, LT: 1.256478, Top1S: 100.000008, Top1T: 70.836960 Train:epoch: 133, loss@min: 0.962696, loss@max: 1.385861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.004739, LT: 1.256922, Top1S: 100.000008, Top1T: 70.874275 Train:epoch: 134, loss@min: 0.981846, loss@max: 1.396065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.004737, LT: 1.258003, Top1S: 100.000008, Top1T: 70.886711 Train:epoch: 135, loss@min: 1.015584, loss@max: 1.392863, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 135, LS: 0.004736, LT: 1.258901, Top1S: 100.000008, Top1T: 70.911583 Train:epoch: 136, loss@min: 0.966945, loss@max: 1.384275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.004735, LT: 1.259601, Top1S: 100.000008, Top1T: 70.924019 Train:epoch: 137, loss@min: 0.976545, loss@max: 1.389870, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 137, LS: 0.004734, LT: 1.259938, Top1S: 100.000008, Top1T: 70.961327 Train:epoch: 138, loss@min: 0.988838, loss@max: 1.394116, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 138, LS: 0.004733, LT: 1.259883, Top1S: 100.000008, Top1T: 70.986198 Train:epoch: 139, loss@min: 0.989772, loss@max: 1.386997, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 139, LS: 0.004733, LT: 1.259665, Top1S: 100.000008, Top1T: 70.986198 Train:epoch: 140, loss@min: 0.996157, loss@max: 1.384101, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 140, LS: 0.004732, LT: 1.259483, Top1S: 100.000008, Top1T: 70.998634 Train:epoch: 141, loss@min: 0.975111, loss@max: 1.391707, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.004732, LT: 1.259396, Top1S: 100.000008, Top1T: 70.986198 Train:epoch: 142, loss@min: 0.966880, loss@max: 1.379735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.004731, LT: 1.259351, Top1S: 100.000008, Top1T: 70.998634 Train:epoch: 143, loss@min: 1.008051, loss@max: 1.402028, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 143, LS: 0.004731, LT: 1.259276, Top1S: 100.000008, Top1T: 70.973763 Train:epoch: 144, loss@min: 0.976544, loss@max: 1.384969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.004731, LT: 1.259211, Top1S: 100.000008, Top1T: 70.961327 Train:epoch: 145, loss@min: 0.985483, loss@max: 1.392170, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.004731, LT: 1.259176, Top1S: 100.000008, Top1T: 70.961327 Train:epoch: 146, loss@min: 0.968579, loss@max: 1.382591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.004730, LT: 1.259159, Top1S: 100.000008, Top1T: 70.961327 Train:epoch: 147, loss@min: 0.965533, loss@max: 1.381375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.004730, LT: 1.259151, Top1S: 100.000008, Top1T: 70.961327 Train:epoch: 148, loss@min: 1.094013, loss@max: 1.415413, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 148, LS: 0.004730, LT: 1.259141, Top1S: 100.000008, Top1T: 70.961327 Train:epoch: 149, loss@min: 0.970456, loss@max: 1.389114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.004730, LT: 1.259137, Top1S: 100.000008, Top1T: 70.961327 Train:epoch: 150, loss@min: 0.989351, loss@max: 1.394275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.004730, LT: 1.259137, Top1S: 100.000008, Top1T: 70.961327 ------------------------------------------- Mon Jul 31 20:32:21 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 196, "print_freq": 1, "savedir": "G:\\\\stanford_cars_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Jul 31 21:05:08 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 196, "print_freq": 1, "savedir": "G:\\\\stanford_cars_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Jul 31 21:05:55 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 196, "print_freq": 1, "savedir": "G:\\\\stanford_cars_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Jul 31 21:07:15 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.363818, loss@max: 1.841404, Top1S acc: 100.000000, Top1T acc: 61.718750 Train:epoch: 2, loss@min: 2.994678, loss@max: 1.780349, Top1S acc: 100.000000, Top1T acc: 68.359375 Train:epoch: 3, loss@min: 2.890394, loss@max: 1.683136, Top1S acc: 100.000000, Top1T acc: 71.484375 Train:epoch: 4, loss@min: 2.491560, loss@max: 1.609515, Top1S acc: 100.000000, Top1T acc: 73.437500 Train:epoch: 5, loss@min: 2.257731, loss@max: 1.569475, Top1S acc: 100.000000, Top1T acc: 78.906250 Train:epoch: 6, loss@min: 2.337045, loss@max: 1.615226, Top1S acc: 100.000000, Top1T acc: 78.906250 Train:epoch: 7, loss@min: 2.014576, loss@max: 1.542827, Top1S acc: 100.000000, Top1T acc: 82.031250 Train:epoch: 8, loss@min: 1.921503, loss@max: 1.517992, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 9, loss@min: 1.741668, loss@max: 1.470937, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 10, loss@min: 1.783155, loss@max: 1.491903, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 11, loss@min: 1.518055, loss@max: 1.440625, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 12, loss@min: 1.650789, loss@max: 1.471739, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 13, loss@min: 1.637644, loss@max: 1.490523, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 14, loss@min: 1.300208, loss@max: 1.395877, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 15, loss@min: 1.348650, loss@max: 1.413981, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 16, loss@min: 1.390607, loss@max: 1.429473, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 17, loss@min: 1.371463, loss@max: 1.431903, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 18, loss@min: 1.338808, loss@max: 1.424364, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 19, loss@min: 1.201828, loss@max: 1.378043, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 20, loss@min: 1.110434, loss@max: 1.362790, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 21, loss@min: 1.218185, loss@max: 1.400299, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 22, loss@min: 1.242797, loss@max: 1.427884, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 23, loss@min: 1.190439, loss@max: 1.412011, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 24, loss@min: 1.151959, loss@max: 1.403028, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 25, loss@min: 1.195071, loss@max: 1.427890, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 26, loss@min: 1.105841, loss@max: 1.403698, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 27, loss@min: 1.088941, loss@max: 1.405898, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 28, loss@min: 1.046426, loss@max: 1.373880, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 29, loss@min: 1.052467, loss@max: 1.391986, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 30, loss@min: 1.109568, loss@max: 1.409270, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 31, loss@min: 1.104687, loss@max: 1.411048, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 32, loss@min: 1.123352, loss@max: 1.428760, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 33, loss@min: 1.132896, loss@max: 1.426505, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 34, loss@min: 1.050711, loss@max: 1.415334, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 35, loss@min: 1.074906, loss@max: 1.442288, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 36, loss@min: 1.134279, loss@max: 1.447818, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 37, loss@min: 1.088738, loss@max: 1.445913, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 38, loss@min: 1.082394, loss@max: 1.451266, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 39, loss@min: 1.053999, loss@max: 1.449040, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 40, loss@min: 1.160193, loss@max: 1.456523, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 41, loss@min: 1.031034, loss@max: 1.449854, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 42, loss@min: 1.095967, loss@max: 1.449972, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 43, loss@min: 1.028105, loss@max: 1.406615, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 44, loss@min: 1.077593, loss@max: 1.442836, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 45, loss@min: 1.050025, loss@max: 1.440548, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 46, loss@min: 1.032923, loss@max: 1.474484, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 47, loss@min: 1.012875, loss@max: 1.446849, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 48, loss@min: 1.015266, loss@max: 1.437040, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 1.031809, loss@max: 1.429141, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 50, loss@min: 0.975996, loss@max: 1.443084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.025979, loss@max: 1.439178, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 1.005182, loss@max: 1.424160, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 0.996932, loss@max: 1.411441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.026049, loss@max: 1.447580, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 55, loss@min: 1.013167, loss@max: 1.414055, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 56, loss@min: 1.024622, loss@max: 1.422961, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 57, loss@min: 0.983225, loss@max: 1.439321, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 58, loss@min: 1.013318, loss@max: 1.415978, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.993560, loss@max: 1.403805, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 60, loss@min: 0.997920, loss@max: 1.415619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.039612, loss@max: 1.439139, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 62, loss@min: 1.001846, loss@max: 1.413239, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 1.037743, loss@max: 1.440759, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 64, loss@min: 1.069917, loss@max: 1.426841, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 65, loss@min: 1.016513, loss@max: 1.424109, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 1.052243, loss@max: 1.433408, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 67, loss@min: 1.006292, loss@max: 1.423951, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 1.020312, loss@max: 1.413728, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 69, loss@min: 1.002488, loss@max: 1.414290, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 1.000491, loss@max: 1.411449, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 71, loss@min: 1.016887, loss@max: 1.405562, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 72, loss@min: 1.003215, loss@max: 1.406880, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 0.967891, loss@max: 1.403179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.016819, loss@max: 1.400737, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 75, loss@min: 1.044755, loss@max: 1.417155, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 76, loss@min: 0.980489, loss@max: 1.422480, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 77, loss@min: 1.021477, loss@max: 1.409896, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 78, loss@min: 1.025024, loss@max: 1.427567, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 79, loss@min: 0.996173, loss@max: 1.397763, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 80, loss@min: 0.985416, loss@max: 1.419419, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 80, LS: 0.003349, LT: 1.006305, Top1S: 100.000008, Top1T: 76.296486Best acc: 76.296486 Train:epoch: 81, loss@min: 0.980380, loss@max: 1.395266, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 81, LS: 0.003330, LT: 1.012759, Top1S: 100.000008, Top1T: 76.284050 Train:epoch: 82, loss@min: 0.978229, loss@max: 1.404125, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.003318, LT: 1.019340, Top1S: 100.000008, Top1T: 75.923393 Train:epoch: 83, loss@min: 0.963698, loss@max: 1.394569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.003309, LT: 1.018051, Top1S: 100.000008, Top1T: 76.047760 Train:epoch: 84, loss@min: 0.995039, loss@max: 1.391862, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 84, LS: 0.003292, LT: 1.009545, Top1S: 100.000008, Top1T: 76.321358Best acc: 76.321358 Train:epoch: 85, loss@min: 1.021589, loss@max: 1.392710, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 85, LS: 0.003278, LT: 1.015868, Top1S: 100.000008, Top1T: 76.072632 Train:epoch: 86, loss@min: 1.022407, loss@max: 1.414272, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 86, LS: 0.003268, LT: 1.023430, Top1S: 100.000008, Top1T: 76.408409Best acc: 76.408409 Train:epoch: 87, loss@min: 0.973378, loss@max: 1.394280, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 87, LS: 0.003252, LT: 1.026075, Top1S: 100.000008, Top1T: 76.557648Best acc: 76.557648 Train:epoch: 88, loss@min: 1.002953, loss@max: 1.394182, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 88, LS: 0.003239, LT: 1.026957, Top1S: 100.000008, Top1T: 76.358665 Train:epoch: 89, loss@min: 0.967179, loss@max: 1.407259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.003226, LT: 1.020968, Top1S: 100.000008, Top1T: 75.973145 Train:epoch: 90, loss@min: 0.982955, loss@max: 1.391037, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 90, LS: 0.003214, LT: 1.015478, Top1S: 100.000008, Top1T: 76.259178 Train:epoch: 91, loss@min: 0.998294, loss@max: 1.402330, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 91, LS: 0.003204, LT: 1.011959, Top1S: 100.000008, Top1T: 76.234299 Train:epoch: 92, loss@min: 0.988756, loss@max: 1.396755, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 92, LS: 0.003193, LT: 1.013727, Top1S: 100.000008, Top1T: 75.935829 Train:epoch: 93, loss@min: 0.984923, loss@max: 1.398600, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 0.003183, LT: 1.015791, Top1S: 100.000008, Top1T: 76.321358 Train:epoch: 94, loss@min: 0.964368, loss@max: 1.391689, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.003173, LT: 1.019124, Top1S: 100.000008, Top1T: 76.333794 Train:epoch: 95, loss@min: 0.970063, loss@max: 1.376774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.003164, LT: 1.030330, Top1S: 100.000008, Top1T: 76.134811 Train:epoch: 96, loss@min: 0.988176, loss@max: 1.385920, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 0.003155, LT: 1.028400, Top1S: 100.000008, Top1T: 76.259178 Train:epoch: 97, loss@min: 1.006019, loss@max: 1.392357, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 97, LS: 0.003145, LT: 1.020212, Top1S: 100.000008, Top1T: 76.196991 Train:epoch: 98, loss@min: 0.993311, loss@max: 1.393357, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 98, LS: 0.003139, LT: 1.021650, Top1S: 100.000008, Top1T: 76.134811 Train:epoch: 99, loss@min: 0.982350, loss@max: 1.399135, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 99, LS: 0.003132, LT: 1.026738, Top1S: 100.000008, Top1T: 76.147247 Train:epoch: 100, loss@min: 0.994274, loss@max: 1.384203, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 0.003121, LT: 1.029396, Top1S: 100.000008, Top1T: 76.346230 Train:epoch: 101, loss@min: 0.978427, loss@max: 1.385994, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 101, LS: 0.003112, LT: 1.020595, Top1S: 100.000008, Top1T: 76.458153 Train:epoch: 102, loss@min: 0.964353, loss@max: 1.383126, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 0.003104, LT: 1.017941, Top1S: 100.000008, Top1T: 76.383537 Train:epoch: 103, loss@min: 0.978979, loss@max: 1.381520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.003099, LT: 1.020422, Top1S: 100.000008, Top1T: 76.395973 Train:epoch: 104, loss@min: 0.976277, loss@max: 1.393374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.003093, LT: 1.026157, Top1S: 100.000008, Top1T: 76.557648 Train:epoch: 105, loss@min: 1.030474, loss@max: 1.397181, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 105, LS: 0.003088, LT: 1.027395, Top1S: 100.000008, Top1T: 76.570084Best acc: 76.570084 Train:epoch: 106, loss@min: 1.028512, loss@max: 1.400305, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 106, LS: 0.003082, LT: 1.026813, Top1S: 100.000008, Top1T: 76.458153 Train:epoch: 107, loss@min: 1.024924, loss@max: 1.400434, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 107, LS: 0.003076, LT: 1.021296, Top1S: 100.000008, Top1T: 76.321358 Train:epoch: 108, loss@min: 0.981160, loss@max: 1.389441, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 108, LS: 0.003071, LT: 1.019328, Top1S: 100.000008, Top1T: 76.408409 Train:epoch: 109, loss@min: 0.962858, loss@max: 1.379790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.003065, LT: 1.018393, Top1S: 100.000008, Top1T: 76.495461 Train:epoch: 110, loss@min: 0.971949, loss@max: 1.385781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.003059, LT: 1.019286, Top1S: 100.000008, Top1T: 76.383537 Train:epoch: 111, loss@min: 0.971175, loss@max: 1.381259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.003054, LT: 1.024530, Top1S: 100.000008, Top1T: 76.333794 Train:epoch: 112, loss@min: 0.982527, loss@max: 1.392556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.003048, LT: 1.029207, Top1S: 100.000008, Top1T: 76.221863 Train:epoch: 113, loss@min: 0.988594, loss@max: 1.388801, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 113, LS: 0.003044, LT: 1.029648, Top1S: 100.000008, Top1T: 76.408409 Train:epoch: 114, loss@min: 0.964594, loss@max: 1.387686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.003039, LT: 1.029957, Top1S: 100.000008, Top1T: 76.358665 Train:epoch: 115, loss@min: 1.011756, loss@max: 1.396683, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 115, LS: 0.003035, LT: 1.030135, Top1S: 100.000008, Top1T: 76.520340 Train:epoch: 116, loss@min: 0.966709, loss@max: 1.384656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.003030, LT: 1.030051, Top1S: 100.000008, Top1T: 76.532776 Train:epoch: 117, loss@min: 0.983596, loss@max: 1.385522, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 117, LS: 0.003026, LT: 1.028667, Top1S: 100.000008, Top1T: 76.470589 Train:epoch: 118, loss@min: 0.985088, loss@max: 1.394161, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 118, LS: 0.003023, LT: 1.030588, Top1S: 100.000008, Top1T: 76.520340 Train:epoch: 119, loss@min: 0.997750, loss@max: 1.394177, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 119, LS: 0.003019, LT: 1.029214, Top1S: 100.000008, Top1T: 76.520340 Train:epoch: 120, loss@min: 0.965560, loss@max: 1.382041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.003016, LT: 1.027528, Top1S: 100.000008, Top1T: 76.507896 Train:epoch: 121, loss@min: 0.970268, loss@max: 1.386262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.003013, LT: 1.027837, Top1S: 100.000008, Top1T: 76.470589 Train:epoch: 122, loss@min: 1.033223, loss@max: 1.406090, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 122, LS: 0.003011, LT: 1.029258, Top1S: 100.000008, Top1T: 76.445717 Train:epoch: 123, loss@min: 0.972155, loss@max: 1.378526, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 123, LS: 0.003009, LT: 1.029747, Top1S: 100.000008, Top1T: 76.321358 Train:epoch: 124, loss@min: 1.011313, loss@max: 1.398812, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 124, LS: 0.003007, LT: 1.029820, Top1S: 100.000008, Top1T: 76.196991 Train:epoch: 125, loss@min: 0.983124, loss@max: 1.379104, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 125, LS: 0.003004, LT: 1.030822, Top1S: 100.000008, Top1T: 76.308922 Train:epoch: 126, loss@min: 0.978318, loss@max: 1.392084, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.003003, LT: 1.031840, Top1S: 100.000008, Top1T: 76.296486 Train:epoch: 127, loss@min: 0.985812, loss@max: 1.380604, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 0.003001, LT: 1.030806, Top1S: 100.000008, Top1T: 76.333794 Train:epoch: 128, loss@min: 0.952916, loss@max: 1.374042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.002999, LT: 1.029784, Top1S: 100.000008, Top1T: 76.333794 Train:epoch: 129, loss@min: 0.973917, loss@max: 1.383548, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 129, LS: 0.002998, LT: 1.029794, Top1S: 100.000008, Top1T: 76.371101 Train:epoch: 130, loss@min: 1.027833, loss@max: 1.394320, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 130, LS: 0.002996, LT: 1.030351, Top1S: 100.000008, Top1T: 76.284050 Train:epoch: 131, loss@min: 0.959410, loss@max: 1.376054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.002995, LT: 1.030426, Top1S: 100.000008, Top1T: 76.271614 Train:epoch: 132, loss@min: 0.982638, loss@max: 1.384445, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 132, LS: 0.002993, LT: 1.030510, Top1S: 100.000008, Top1T: 76.346230 Train:epoch: 133, loss@min: 0.970779, loss@max: 1.390935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.002993, LT: 1.030916, Top1S: 100.000008, Top1T: 76.395973 Train:epoch: 134, loss@min: 0.978844, loss@max: 1.383402, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 134, LS: 0.002992, LT: 1.031285, Top1S: 100.000008, Top1T: 76.420845 Train:epoch: 135, loss@min: 0.974582, loss@max: 1.380458, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 135, LS: 0.002991, LT: 1.031408, Top1S: 100.000008, Top1T: 76.433281 Train:epoch: 136, loss@min: 0.975038, loss@max: 1.390555, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 136, LS: 0.002990, LT: 1.031302, Top1S: 100.000008, Top1T: 76.458153 Train:epoch: 137, loss@min: 0.992459, loss@max: 1.393484, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 137, LS: 0.002989, LT: 1.031535, Top1S: 100.000008, Top1T: 76.433281 Train:epoch: 138, loss@min: 0.971053, loss@max: 1.382685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.002989, LT: 1.031658, Top1S: 100.000008, Top1T: 76.433281 Train:epoch: 139, loss@min: 0.962732, loss@max: 1.368724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.002988, LT: 1.031719, Top1S: 100.000008, Top1T: 76.408409 Train:epoch: 140, loss@min: 0.969114, loss@max: 1.382827, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 140, LS: 0.002988, LT: 1.031932, Top1S: 100.000008, Top1T: 76.433281 Train:epoch: 141, loss@min: 0.988406, loss@max: 1.395001, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 141, LS: 0.002988, LT: 1.032014, Top1S: 100.000008, Top1T: 76.470589 Train:epoch: 142, loss@min: 0.982326, loss@max: 1.388657, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 142, LS: 0.002987, LT: 1.032040, Top1S: 100.000008, Top1T: 76.470589 Train:epoch: 143, loss@min: 0.980699, loss@max: 1.381965, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 0.002987, LT: 1.031966, Top1S: 100.000008, Top1T: 76.458153 Train:epoch: 144, loss@min: 0.978498, loss@max: 1.387842, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 144, LS: 0.002987, LT: 1.031933, Top1S: 100.000008, Top1T: 76.458153 Train:epoch: 145, loss@min: 0.981722, loss@max: 1.393378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.002987, LT: 1.032037, Top1S: 100.000008, Top1T: 76.470589 Train:epoch: 146, loss@min: 0.961669, loss@max: 1.381777, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.002987, LT: 1.032057, Top1S: 100.000008, Top1T: 76.470589 Train:epoch: 147, loss@min: 0.971346, loss@max: 1.379617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.002987, LT: 1.032050, Top1S: 100.000008, Top1T: 76.458153 Train:epoch: 148, loss@min: 0.980857, loss@max: 1.378022, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 148, LS: 0.002987, LT: 1.032051, Top1S: 100.000008, Top1T: 76.458153 Train:epoch: 149, loss@min: 0.973744, loss@max: 1.386509, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 149, LS: 0.002987, LT: 1.032055, Top1S: 100.000008, Top1T: 76.458153 Train:epoch: 150, loss@min: 0.979626, loss@max: 1.387529, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 150, LS: 0.002987, LT: 1.032055, Top1S: 100.000008, Top1T: 76.458153 ------------------------------------------- Tue Aug 1 06:35:14 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\ucf101_cars_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Aug 1 09:05:58 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\ucf101_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Aug 1 09:06:50 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.327009, loss@max: 1.569282, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.760455, loss@max: 1.555768, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.983386, loss@max: 1.463888, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.801842, loss@max: 1.516161, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.283616, loss@max: 1.453474, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.123204, loss@max: 1.491394, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.052908, loss@max: 1.528779, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.677894, loss@max: 1.482435, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.276714, loss@max: 1.419067, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.380077, loss@max: 1.489788, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.386132, loss@max: 1.507738, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.226510, loss@max: 1.496509, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.060979, loss@max: 1.443019, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.999741, loss@max: 1.426991, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.101454, loss@max: 1.435670, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.038071, loss@max: 1.412713, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.047915, loss@max: 1.375598, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.024422, loss@max: 1.380312, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.953635, loss@max: 1.339099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.038431, loss@max: 1.359341, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.954089, loss@max: 1.318599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.955116, loss@max: 1.304528, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.972499, loss@max: 1.313366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.029262, loss@max: 1.341789, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.947152, loss@max: 1.300827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.970156, loss@max: 1.318253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.998416, loss@max: 1.329769, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.003165, loss@max: 1.324572, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.031237, loss@max: 1.351354, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.959048, loss@max: 1.316012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.001702, loss@max: 1.334825, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.946680, loss@max: 1.309122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.951368, loss@max: 1.313175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.970240, loss@max: 1.328355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.969897, loss@max: 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1.001378, loss@max: 1.367658, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.949608, loss@max: 1.344496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.033391, loss@max: 1.393302, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.948493, loss@max: 1.348332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944572, loss@max: 1.353904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.946677, loss@max: 1.352595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.955011, loss@max: 1.361397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.944651, loss@max: 1.361015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.946254, loss@max: 1.353319, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.951325, loss@max: 1.361295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.949781, loss@max: 1.350597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948401, loss@max: 1.352931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945366, loss@max: 1.362277, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.946134, loss@max: 1.358198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.967018, loss@max: 1.370081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.951541, loss@max: 1.365264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.946939, loss@max: 1.357642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.950548, loss@max: 1.357755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.955667, loss@max: 1.369554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949416, loss@max: 1.361720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.951462, loss@max: 1.354695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947398, loss@max: 1.361918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.948849, loss@max: 1.364098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.949723, loss@max: 1.357657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.957044, loss@max: 1.360281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.959975, loss@max: 1.376407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.952939, loss@max: 1.361903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.954408, loss@max: 1.360033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.958948, loss@max: 1.361964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.016879, loss@max: 1.375198, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.957866, loss@max: 1.365277, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.956310, loss@max: 1.376846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.965337, loss@max: 1.379972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.947415, loss@max: 1.363750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954728, loss@max: 1.376030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.944913, loss@max: 1.366656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000296, LT: 1.427877, Top1S: 99.999992, Top1T: 67.010307Best acc: 67.010307 Train:epoch: 81, loss@min: 0.953346, loss@max: 1.367125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000296, LT: 1.428165, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 82, loss@min: 0.952441, loss@max: 1.364398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000295, LT: 1.428301, Top1S: 99.999992, Top1T: 67.063171Best acc: 67.063171 Train:epoch: 83, loss@min: 0.947418, loss@max: 1.360468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000295, LT: 1.428365, Top1S: 99.999992, Top1T: 67.116043Best acc: 67.116043 Train:epoch: 84, loss@min: 0.957264, loss@max: 1.364027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000294, LT: 1.428346, Top1S: 99.999992, Top1T: 67.116043 Train:epoch: 85, loss@min: 0.951053, loss@max: 1.364638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000294, LT: 1.428414, Top1S: 99.999992, Top1T: 67.142479Best acc: 67.142479 Train:epoch: 86, loss@min: 0.982861, loss@max: 1.387905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000293, LT: 1.428319, Top1S: 99.999992, Top1T: 67.168907Best acc: 67.168907 Train:epoch: 87, loss@min: 0.951371, loss@max: 1.362896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000293, LT: 1.428135, Top1S: 99.999992, Top1T: 67.221779Best acc: 67.221779 Train:epoch: 88, loss@min: 0.951064, loss@max: 1.359348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000293, LT: 1.428036, Top1S: 99.999992, Top1T: 67.142479 Train:epoch: 89, loss@min: 0.953607, loss@max: 1.364724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000292, LT: 1.428049, Top1S: 99.999992, Top1T: 67.036743 Train:epoch: 90, loss@min: 1.019277, loss@max: 1.395381, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 90, LS: 0.000292, LT: 1.428544, Top1S: 99.999992, Top1T: 67.036743 Train:epoch: 91, loss@min: 0.948202, loss@max: 1.358542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000292, LT: 1.429038, Top1S: 99.999992, Top1T: 67.063171 Train:epoch: 92, loss@min: 0.949854, loss@max: 1.363653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000291, LT: 1.429509, Top1S: 99.999992, Top1T: 67.036743 Train:epoch: 93, loss@min: 0.953129, loss@max: 1.370128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000291, LT: 1.429962, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 94, loss@min: 0.949344, loss@max: 1.367001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000291, LT: 1.430572, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 95, loss@min: 0.948341, loss@max: 1.362887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000291, LT: 1.431212, Top1S: 99.999992, Top1T: 66.825272 Train:epoch: 96, loss@min: 0.953279, loss@max: 1.372221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000290, LT: 1.431804, Top1S: 99.999992, Top1T: 66.825272 Train:epoch: 97, loss@min: 0.950292, loss@max: 1.369386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000290, LT: 1.432226, Top1S: 99.999992, Top1T: 66.825272 Train:epoch: 98, loss@min: 0.949089, loss@max: 1.364101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000290, LT: 1.432582, Top1S: 99.999992, Top1T: 66.851700 Train:epoch: 99, loss@min: 0.951529, loss@max: 1.368586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000290, LT: 1.432920, Top1S: 99.999992, Top1T: 66.851700 Train:epoch: 100, loss@min: 0.949895, loss@max: 1.365371, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000289, LT: 1.433323, Top1S: 99.999992, Top1T: 66.851700 Train:epoch: 101, loss@min: 0.953638, loss@max: 1.356396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000289, LT: 1.433756, Top1S: 99.999992, Top1T: 66.851700 Train:epoch: 102, loss@min: 0.953482, loss@max: 1.364591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000289, LT: 1.433983, Top1S: 99.999992, Top1T: 66.904572 Train:epoch: 103, loss@min: 0.948342, loss@max: 1.364164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000289, LT: 1.434205, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 104, loss@min: 0.963779, loss@max: 1.370225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000288, LT: 1.434360, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 105, loss@min: 0.952999, loss@max: 1.361752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000288, LT: 1.434463, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 106, loss@min: 0.958067, loss@max: 1.372319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000288, LT: 1.434576, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 107, loss@min: 0.944842, loss@max: 1.366000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000288, LT: 1.434654, Top1S: 99.999992, Top1T: 67.036743 Train:epoch: 108, loss@min: 0.944878, loss@max: 1.361490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000288, LT: 1.434707, Top1S: 99.999992, Top1T: 67.036743 Train:epoch: 109, loss@min: 0.951870, loss@max: 1.366024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000287, LT: 1.434776, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 110, loss@min: 0.947392, loss@max: 1.364053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000287, LT: 1.434806, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 111, loss@min: 0.947054, loss@max: 1.361969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000287, LT: 1.434859, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 112, loss@min: 0.962309, loss@max: 1.382594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000287, LT: 1.434941, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 113, loss@min: 0.948783, loss@max: 1.362628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000287, LT: 1.435033, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 114, loss@min: 0.961537, loss@max: 1.373935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000287, LT: 1.435089, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 115, loss@min: 0.949253, loss@max: 1.365513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000287, LT: 1.435113, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 116, loss@min: 0.950806, loss@max: 1.360856, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000286, LT: 1.435146, Top1S: 99.999992, Top1T: 66.983871 Train:epoch: 117, loss@min: 0.950363, loss@max: 1.358276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000286, LT: 1.435200, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 118, loss@min: 0.950661, loss@max: 1.363849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000286, LT: 1.435237, Top1S: 99.999992, Top1T: 67.010307 Train:epoch: 119, loss@min: 0.949426, loss@max: 1.358730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000286, LT: 1.435259, Top1S: 99.999992, Top1T: 66.983871 Train:epoch: 120, loss@min: 0.966396, loss@max: 1.374399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000286, LT: 1.435280, Top1S: 99.999992, Top1T: 66.983871 Train:epoch: 121, loss@min: 0.952587, loss@max: 1.357948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000286, LT: 1.435298, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 122, loss@min: 0.948596, loss@max: 1.361201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000286, LT: 1.435319, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 123, loss@min: 0.952881, loss@max: 1.367344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000286, LT: 1.435331, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 124, loss@min: 0.959607, loss@max: 1.379969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000286, LT: 1.435392, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 125, loss@min: 0.952033, loss@max: 1.367159, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000286, LT: 1.435467, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 126, loss@min: 0.951214, loss@max: 1.362578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000286, LT: 1.435519, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 127, loss@min: 0.950002, loss@max: 1.361066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000286, LT: 1.435543, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 128, loss@min: 0.945728, loss@max: 1.365402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000286, LT: 1.435553, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 129, loss@min: 0.949062, loss@max: 1.360950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000286, LT: 1.435553, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 130, loss@min: 0.954942, loss@max: 1.368386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000285, LT: 1.435540, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 131, loss@min: 0.947192, loss@max: 1.367982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000285, LT: 1.435528, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 132, loss@min: 0.950597, loss@max: 1.365179, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000285, LT: 1.435510, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 133, loss@min: 0.969810, loss@max: 1.373047, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 133, LS: 0.000285, LT: 1.435424, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 134, loss@min: 0.962353, loss@max: 1.372639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000285, LT: 1.435314, Top1S: 99.999992, Top1T: 66.931007 Train:epoch: 135, loss@min: 0.948763, loss@max: 1.365562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000285, LT: 1.435232, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 136, loss@min: 0.953903, loss@max: 1.369146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000285, LT: 1.435175, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 137, loss@min: 0.951161, loss@max: 1.367242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000285, LT: 1.435139, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 138, loss@min: 0.960414, loss@max: 1.372611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000285, LT: 1.435102, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 139, loss@min: 0.947337, loss@max: 1.359770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000285, LT: 1.435074, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 140, loss@min: 0.947405, loss@max: 1.365927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000285, LT: 1.435055, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 141, loss@min: 0.949211, loss@max: 1.361503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000285, LT: 1.435042, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 142, loss@min: 0.950213, loss@max: 1.361915, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000285, LT: 1.435030, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 143, loss@min: 0.948416, loss@max: 1.362233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000285, LT: 1.435021, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 144, loss@min: 0.949187, loss@max: 1.364363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000285, LT: 1.435015, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 145, loss@min: 0.949138, loss@max: 1.365697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000285, LT: 1.435011, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 146, loss@min: 0.945537, loss@max: 1.362230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000285, LT: 1.435009, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 147, loss@min: 0.947612, loss@max: 1.367323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000285, LT: 1.435008, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 148, loss@min: 0.951680, loss@max: 1.361902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000285, LT: 1.435008, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 149, loss@min: 0.948925, loss@max: 1.359436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000285, LT: 1.435008, Top1S: 99.999992, Top1T: 66.957436 Train:epoch: 150, loss@min: 0.949020, loss@max: 1.357986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000285, LT: 1.435008, Top1S: 99.999992, Top1T: 66.957436 ------------------------------------------- Tue Aug 1 10:43:39 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\ucf101_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Aug 1 11:19:35 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.157560, loss@max: 1.519735, Top1S acc: 100.000000, Top1T acc: 59.900990 Train:epoch: 2, loss@min: 3.698043, loss@max: 1.532525, Top1S acc: 100.000000, Top1T acc: 63.861385 Train:epoch: 3, loss@min: 3.129895, loss@max: 1.499499, Top1S acc: 100.000000, Top1T acc: 70.792076 Train:epoch: 4, loss@min: 2.945671, loss@max: 1.561549, Top1S acc: 100.000000, Top1T acc: 69.306931 Train:epoch: 5, loss@min: 2.427881, loss@max: 1.519697, Top1S acc: 100.000000, Top1T acc: 77.227722 Train:epoch: 6, loss@min: 2.229782, loss@max: 1.543992, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 7, loss@min: 1.957607, loss@max: 1.547665, Top1S acc: 100.000000, Top1T acc: 84.653465 Train:epoch: 8, loss@min: 1.836846, loss@max: 1.564204, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 9, loss@min: 1.668462, loss@max: 1.575559, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 10, loss@min: 1.467014, loss@max: 1.546014, Top1S acc: 100.000000, Top1T acc: 91.584160 Train:epoch: 11, loss@min: 1.333223, loss@max: 1.527730, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.315876, loss@max: 1.545866, Top1S acc: 100.000000, Top1T acc: 94.554451 Train:epoch: 13, loss@min: 1.183178, loss@max: 1.509043, Top1S acc: 100.000000, Top1T acc: 96.534653 Train:epoch: 14, loss@min: 1.166138, loss@max: 1.504258, Top1S acc: 100.000000, Top1T acc: 96.534653 Train:epoch: 15, loss@min: 1.148639, loss@max: 1.497336, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 16, loss@min: 1.140096, loss@max: 1.486025, Top1S acc: 100.000000, Top1T acc: 97.524750 Train:epoch: 17, loss@min: 1.150894, loss@max: 1.471514, Top1S acc: 100.000000, Top1T acc: 97.524750 Train:epoch: 18, loss@min: 1.046105, loss@max: 1.433648, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 1.180116, loss@max: 1.449203, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 20, loss@min: 1.037836, loss@max: 1.396267, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 1.064111, loss@max: 1.393635, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 22, loss@min: 1.020976, loss@max: 1.367702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.013406, loss@max: 1.354054, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 24, loss@min: 1.056355, loss@max: 1.351999, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 25, loss@min: 1.007096, loss@max: 1.325578, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 26, loss@min: 1.039718, loss@max: 1.342966, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 27, loss@min: 1.042281, loss@max: 1.342264, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 28, loss@min: 1.009513, loss@max: 1.335015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.989026, loss@max: 1.322058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.007333, loss@max: 1.332911, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 31, loss@min: 1.010622, loss@max: 1.340875, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.987579, loss@max: 1.335751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.989807, loss@max: 1.338356, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 34, loss@min: 1.001956, loss@max: 1.348954, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 35, loss@min: 1.003930, loss@max: 1.351623, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 36, loss@min: 0.977573, loss@max: 1.340488, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 37, loss@min: 0.976636, loss@max: 1.345764, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 38, loss@min: 0.999449, loss@max: 1.355666, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 39, loss@min: 1.001795, loss@max: 1.375026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.964598, loss@max: 1.351796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.959980, loss@max: 1.357036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.977809, loss@max: 1.364176, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 43, loss@min: 0.960319, loss@max: 1.361676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.954392, loss@max: 1.357016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.965428, loss@max: 1.366743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.968040, loss@max: 1.364299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.955439, loss@max: 1.354991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.955496, loss@max: 1.365341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.957922, loss@max: 1.365669, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.962002, loss@max: 1.372867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.959519, loss@max: 1.373340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.960877, loss@max: 1.368993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.968345, loss@max: 1.374161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.969220, loss@max: 1.372755, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 55, loss@min: 0.958342, loss@max: 1.363343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.961231, loss@max: 1.368406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.955856, loss@max: 1.362779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.949887, loss@max: 1.358848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.996347, loss@max: 1.372656, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 60, loss@min: 0.971380, loss@max: 1.377803, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 61, loss@min: 0.964025, loss@max: 1.377876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.958601, loss@max: 1.369090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.959301, loss@max: 1.367911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.999066, loss@max: 1.387190, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 65, loss@min: 0.955748, loss@max: 1.362392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.963655, loss@max: 1.368822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.986123, loss@max: 1.381014, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 68, loss@min: 0.952987, loss@max: 1.363773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956634, loss@max: 1.368995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955318, loss@max: 1.367481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.953502, loss@max: 1.367896, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.959052, loss@max: 1.371915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.954368, loss@max: 1.365273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.957617, loss@max: 1.370000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.957248, loss@max: 1.370776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.959224, loss@max: 1.372660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.956828, loss@max: 1.366731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.954373, loss@max: 1.369464, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.959826, loss@max: 1.376168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.954283, loss@max: 1.370563, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000297, LT: 1.236292, Top1S: 99.999992, Top1T: 70.922546Best acc: 70.922546 Train:epoch: 81, loss@min: 0.954061, loss@max: 1.369148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000297, LT: 1.236517, Top1S: 99.999992, Top1T: 70.975410Best acc: 70.975410 Train:epoch: 82, loss@min: 0.955183, loss@max: 1.373955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000296, LT: 1.236867, Top1S: 99.999992, Top1T: 70.975410 Train:epoch: 83, loss@min: 0.950768, loss@max: 1.366473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000296, LT: 1.237240, Top1S: 99.999992, Top1T: 70.869675 Train:epoch: 84, loss@min: 0.957544, loss@max: 1.370142, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000295, LT: 1.237469, Top1S: 99.999992, Top1T: 70.869675 Train:epoch: 85, loss@min: 0.954182, loss@max: 1.368117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000295, LT: 1.237862, Top1S: 99.999992, Top1T: 70.869675 Train:epoch: 86, loss@min: 0.951751, loss@max: 1.364845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000294, LT: 1.238224, Top1S: 99.999992, Top1T: 70.896111 Train:epoch: 87, loss@min: 0.956585, loss@max: 1.371708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000294, LT: 1.239049, Top1S: 99.999992, Top1T: 70.869675 Train:epoch: 88, loss@min: 0.962459, loss@max: 1.377040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000294, LT: 1.239454, Top1S: 99.999992, Top1T: 70.869675 Train:epoch: 89, loss@min: 0.951610, loss@max: 1.368492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000293, LT: 1.239856, Top1S: 99.999992, Top1T: 70.843246 Train:epoch: 90, loss@min: 0.952197, loss@max: 1.369358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000293, LT: 1.240197, Top1S: 99.999992, Top1T: 70.922546 Train:epoch: 91, loss@min: 0.958222, loss@max: 1.374034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000292, LT: 1.240497, Top1S: 99.999992, Top1T: 70.843246 Train:epoch: 92, loss@min: 0.957673, loss@max: 1.368033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000292, LT: 1.240906, Top1S: 99.999992, Top1T: 70.896111 Train:epoch: 93, loss@min: 0.954952, loss@max: 1.367782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000292, LT: 1.241079, Top1S: 99.999992, Top1T: 70.869675 Train:epoch: 94, loss@min: 0.958577, loss@max: 1.373800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000291, LT: 1.241308, Top1S: 99.999992, Top1T: 70.948982 Train:epoch: 95, loss@min: 0.956552, loss@max: 1.369394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000291, LT: 1.241443, Top1S: 99.999992, Top1T: 70.975410 Train:epoch: 96, loss@min: 0.955130, loss@max: 1.370579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000291, LT: 1.241618, Top1S: 99.999992, Top1T: 70.869675 Train:epoch: 97, loss@min: 0.951995, loss@max: 1.371225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000290, LT: 1.241673, Top1S: 99.999992, Top1T: 70.896111 Train:epoch: 98, loss@min: 0.955338, loss@max: 1.370253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000290, LT: 1.241753, Top1S: 99.999992, Top1T: 70.896111 Train:epoch: 99, loss@min: 0.951012, loss@max: 1.363494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000290, LT: 1.241829, Top1S: 99.999992, Top1T: 70.948982 Train:epoch: 100, loss@min: 0.960770, loss@max: 1.377753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000289, LT: 1.241831, Top1S: 99.999992, Top1T: 70.948982 Train:epoch: 101, loss@min: 0.963846, loss@max: 1.376109, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 101, LS: 0.000289, LT: 1.241924, Top1S: 99.999992, Top1T: 70.922546 Train:epoch: 102, loss@min: 0.961754, loss@max: 1.378012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000289, LT: 1.241938, Top1S: 99.999992, Top1T: 70.975410 Train:epoch: 103, loss@min: 0.957710, loss@max: 1.370097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000289, LT: 1.241871, Top1S: 99.999992, Top1T: 71.028282Best acc: 71.028282 Train:epoch: 104, loss@min: 0.955244, loss@max: 1.367772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000289, LT: 1.241820, Top1S: 99.999992, Top1T: 70.948982 Train:epoch: 105, loss@min: 0.951757, loss@max: 1.362096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000288, LT: 1.241717, Top1S: 99.999992, Top1T: 70.948982 Train:epoch: 106, loss@min: 0.953968, loss@max: 1.369407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000288, LT: 1.241660, Top1S: 99.999992, Top1T: 70.948982 Train:epoch: 107, loss@min: 0.966100, loss@max: 1.373139, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 107, LS: 0.000288, LT: 1.241573, Top1S: 99.999992, Top1T: 70.896111 Train:epoch: 108, loss@min: 0.948167, loss@max: 1.363676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000288, LT: 1.241520, Top1S: 99.999992, Top1T: 70.948982 Train:epoch: 109, loss@min: 0.950988, loss@max: 1.368779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000288, LT: 1.241540, Top1S: 99.999992, Top1T: 70.948982 Train:epoch: 110, loss@min: 0.951032, loss@max: 1.369362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000287, LT: 1.241610, Top1S: 99.999992, Top1T: 70.948982 Train:epoch: 111, loss@min: 0.954138, loss@max: 1.369400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000287, LT: 1.241596, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 112, loss@min: 0.964222, loss@max: 1.382339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000287, LT: 1.241446, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 113, loss@min: 0.953017, loss@max: 1.367661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000287, LT: 1.241275, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 114, loss@min: 0.954857, loss@max: 1.367674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000287, LT: 1.241081, Top1S: 99.999992, Top1T: 71.081146Best acc: 71.081146 Train:epoch: 115, loss@min: 0.991249, loss@max: 1.388714, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 115, LS: 0.000286, LT: 1.240729, Top1S: 99.999992, Top1T: 71.054718 Train:epoch: 116, loss@min: 0.961959, loss@max: 1.372221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000286, LT: 1.240433, Top1S: 99.999992, Top1T: 71.001846 Train:epoch: 117, loss@min: 0.954821, loss@max: 1.370273, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000286, LT: 1.240166, Top1S: 99.999992, Top1T: 70.975410 Train:epoch: 118, loss@min: 0.951670, loss@max: 1.362703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000286, LT: 1.239954, Top1S: 99.999992, Top1T: 70.948982 Train:epoch: 119, loss@min: 0.954921, loss@max: 1.367521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000286, LT: 1.239771, Top1S: 99.999992, Top1T: 70.975410 Train:epoch: 120, loss@min: 0.949782, loss@max: 1.366996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000286, LT: 1.239603, Top1S: 99.999992, Top1T: 71.001846 Train:epoch: 121, loss@min: 0.955591, loss@max: 1.369404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000286, LT: 1.239461, Top1S: 99.999992, Top1T: 71.001846 Train:epoch: 122, loss@min: 0.955080, loss@max: 1.369295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000286, LT: 1.239315, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 123, loss@min: 0.956662, loss@max: 1.370627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000285, LT: 1.239074, Top1S: 99.999992, Top1T: 71.054718 Train:epoch: 124, loss@min: 0.953342, loss@max: 1.369030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000285, LT: 1.238898, Top1S: 99.999992, Top1T: 71.054718 Train:epoch: 125, loss@min: 0.958638, loss@max: 1.375528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000285, LT: 1.238757, Top1S: 99.999992, Top1T: 71.054718 Train:epoch: 126, loss@min: 0.963225, loss@max: 1.375615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000285, LT: 1.238637, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 127, loss@min: 0.951362, loss@max: 1.364410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000285, LT: 1.238551, Top1S: 99.999992, Top1T: 71.054718 Train:epoch: 128, loss@min: 0.950038, loss@max: 1.370732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000285, LT: 1.238462, Top1S: 99.999992, Top1T: 71.081146 Train:epoch: 129, loss@min: 0.953108, loss@max: 1.374251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000285, LT: 1.238380, Top1S: 99.999992, Top1T: 71.081146 Train:epoch: 130, loss@min: 0.952459, loss@max: 1.368767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000285, LT: 1.238300, Top1S: 99.999992, Top1T: 71.054718 Train:epoch: 131, loss@min: 0.952209, loss@max: 1.368260, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000285, LT: 1.238248, Top1S: 99.999992, Top1T: 71.054718 Train:epoch: 132, loss@min: 0.954892, loss@max: 1.370921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000285, LT: 1.238198, Top1S: 99.999992, Top1T: 71.054718 Train:epoch: 133, loss@min: 0.954192, loss@max: 1.368075, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000285, LT: 1.238165, Top1S: 99.999992, Top1T: 71.054718 Train:epoch: 134, loss@min: 0.951205, loss@max: 1.365998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000285, LT: 1.238140, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 135, loss@min: 0.955053, loss@max: 1.368334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000285, LT: 1.238122, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 136, loss@min: 0.949871, loss@max: 1.362981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000285, LT: 1.238105, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 137, loss@min: 0.978202, loss@max: 1.379443, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 137, LS: 0.000285, LT: 1.238080, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 138, loss@min: 0.950038, loss@max: 1.366961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000285, LT: 1.238068, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 139, loss@min: 0.962230, loss@max: 1.377843, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000285, LT: 1.238048, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 140, loss@min: 1.034620, loss@max: 1.392987, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 140, LS: 0.000285, LT: 1.238041, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 141, loss@min: 0.960345, loss@max: 1.374729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000285, LT: 1.238042, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 142, loss@min: 0.950409, loss@max: 1.367693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000285, LT: 1.238042, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 143, loss@min: 0.952143, loss@max: 1.368396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000285, LT: 1.238038, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 144, loss@min: 0.969292, loss@max: 1.379729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000285, LT: 1.238033, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 145, loss@min: 0.972989, loss@max: 1.373450, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 145, LS: 0.000285, LT: 1.238028, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 146, loss@min: 0.962222, loss@max: 1.372343, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 146, LS: 0.000285, LT: 1.238024, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 147, loss@min: 0.960951, loss@max: 1.371569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000285, LT: 1.238022, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 148, loss@min: 0.955949, loss@max: 1.370164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000285, LT: 1.238021, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 149, loss@min: 0.966247, loss@max: 1.373375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000285, LT: 1.238021, Top1S: 99.999992, Top1T: 71.028282 Train:epoch: 150, loss@min: 0.955401, loss@max: 1.366964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000285, LT: 1.238021, Top1S: 99.999992, Top1T: 71.028282 ------------------------------------------- Tue Aug 1 12:57:43 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\ucf101_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Aug 1 13:23:15 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.751199, loss@max: 1.495115, Top1S acc: 100.000000, Top1T acc: 65.234375 Train:epoch: 2, loss@min: 2.898060, loss@max: 1.472864, Top1S acc: 100.000000, Top1T acc: 74.218750 Train:epoch: 3, loss@min: 2.827903, loss@max: 1.584736, Top1S acc: 100.000000, Top1T acc: 72.656250 Train:epoch: 4, loss@min: 2.598938, loss@max: 1.639440, Top1S acc: 100.000000, Top1T acc: 77.343750 Train:epoch: 5, loss@min: 2.021797, loss@max: 1.562901, Top1S acc: 100.000000, Top1T acc: 80.859375 Train:epoch: 6, loss@min: 1.974945, loss@max: 1.610224, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 7, loss@min: 1.740143, loss@max: 1.577163, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 8, loss@min: 1.740283, loss@max: 1.597965, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 9, loss@min: 1.544779, loss@max: 1.543455, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 10, loss@min: 1.484463, loss@max: 1.524989, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 11, loss@min: 1.486674, loss@max: 1.515370, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 12, loss@min: 1.244627, loss@max: 1.409818, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 13, loss@min: 1.333361, loss@max: 1.435902, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 14, loss@min: 1.260785, loss@max: 1.387166, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 15, loss@min: 1.291435, loss@max: 1.401040, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 16, loss@min: 1.237996, loss@max: 1.390106, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 17, loss@min: 1.138848, loss@max: 1.360747, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 1.089622, loss@max: 1.330859, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 19, loss@min: 1.101410, loss@max: 1.344747, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 1.182144, loss@max: 1.372805, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 21, loss@min: 1.122545, loss@max: 1.356703, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 22, loss@min: 1.092670, loss@max: 1.356670, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 1.018088, loss@max: 1.339832, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 1.047826, loss@max: 1.367604, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 25, loss@min: 1.037332, loss@max: 1.360496, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 1.016986, loss@max: 1.354518, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 27, loss@min: 1.043646, loss@max: 1.369604, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 0.984849, loss@max: 1.345786, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.987032, loss@max: 1.348802, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 0.982467, loss@max: 1.345703, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.009997, loss@max: 1.359641, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 32, loss@min: 0.981954, loss@max: 1.350429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.002366, loss@max: 1.354174, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 1.008559, loss@max: 1.358711, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 35, loss@min: 0.981787, loss@max: 1.358360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.989063, loss@max: 1.358880, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 37, loss@min: 1.059340, loss@max: 1.380428, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 38, loss@min: 0.966391, loss@max: 1.358344, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.968071, loss@max: 1.355974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.991216, loss@max: 1.361134, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 0.988756, loss@max: 1.374696, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.968483, loss@max: 1.361200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.962545, loss@max: 1.351207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.974420, loss@max: 1.364360, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 0.986884, loss@max: 1.372686, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.977443, loss@max: 1.382340, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.963387, loss@max: 1.363978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.010984, loss@max: 1.375398, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 49, loss@min: 1.022365, loss@max: 1.387102, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 50, loss@min: 0.984722, loss@max: 1.371932, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 51, loss@min: 0.980992, loss@max: 1.378248, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 0.980463, loss@max: 1.372099, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 0.964176, loss@max: 1.365510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.966954, loss@max: 1.373897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.963432, loss@max: 1.373523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.956167, loss@max: 1.365517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.968812, loss@max: 1.373911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.988801, loss@max: 1.379859, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.964656, loss@max: 1.375441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.967432, loss@max: 1.374348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.974897, loss@max: 1.383433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.968145, loss@max: 1.377599, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.964630, loss@max: 1.378073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.962502, loss@max: 1.373458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.957602, loss@max: 1.368985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.957366, loss@max: 1.370978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.961416, loss@max: 1.372375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.974624, loss@max: 1.375391, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 0.957678, loss@max: 1.370780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955000, loss@max: 1.359722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.957025, loss@max: 1.366845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.958210, loss@max: 1.374858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.972272, loss@max: 1.379516, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 74, loss@min: 0.954886, loss@max: 1.368076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.962763, loss@max: 1.368382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.964712, loss@max: 1.373785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.960366, loss@max: 1.372282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.958081, loss@max: 1.374447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.973415, loss@max: 1.377287, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 80, loss@min: 0.962173, loss@max: 1.375221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000272, LT: 1.103156, Top1S: 99.999992, Top1T: 73.883156Best acc: 73.883156 Train:epoch: 81, loss@min: 0.954730, loss@max: 1.370160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000271, LT: 1.102831, Top1S: 99.999992, Top1T: 73.962463Best acc: 73.962463 Train:epoch: 82, loss@min: 0.955856, loss@max: 1.370355, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000271, LT: 1.102610, Top1S: 99.999992, Top1T: 74.041763Best acc: 74.041763 Train:epoch: 83, loss@min: 0.960080, loss@max: 1.367724, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 0.000270, LT: 1.102380, Top1S: 99.999992, Top1T: 74.068199Best acc: 74.068199 Train:epoch: 84, loss@min: 0.957945, loss@max: 1.375192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000270, LT: 1.103416, Top1S: 99.999992, Top1T: 74.041763 Train:epoch: 85, loss@min: 0.967887, loss@max: 1.381841, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000269, LT: 1.104000, Top1S: 99.999992, Top1T: 74.094627Best acc: 74.094627 Train:epoch: 86, loss@min: 0.976373, loss@max: 1.375619, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 86, LS: 0.000269, LT: 1.104441, Top1S: 99.999992, Top1T: 74.173935Best acc: 74.173935 Train:epoch: 87, loss@min: 0.955342, loss@max: 1.369236, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000268, LT: 1.104571, Top1S: 99.999992, Top1T: 74.041763 Train:epoch: 88, loss@min: 0.966800, loss@max: 1.377807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000268, LT: 1.104973, Top1S: 99.999992, Top1T: 74.094627 Train:epoch: 89, loss@min: 0.955187, loss@max: 1.369439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000267, LT: 1.105350, Top1S: 99.999992, Top1T: 74.094627 Train:epoch: 90, loss@min: 0.958057, loss@max: 1.370738, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000267, LT: 1.105870, Top1S: 99.999992, Top1T: 73.988892 Train:epoch: 91, loss@min: 0.956388, loss@max: 1.373286, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000266, LT: 1.106671, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 92, loss@min: 0.971309, loss@max: 1.382033, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 0.000266, LT: 1.107240, Top1S: 99.999992, Top1T: 73.988892 Train:epoch: 93, loss@min: 0.953237, loss@max: 1.366602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000265, LT: 1.107463, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 94, loss@min: 0.961847, loss@max: 1.374817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000265, LT: 1.107671, Top1S: 99.999992, Top1T: 74.094627 Train:epoch: 95, loss@min: 0.958874, loss@max: 1.374177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000264, LT: 1.109018, Top1S: 99.999992, Top1T: 73.988892 Train:epoch: 96, loss@min: 0.967329, loss@max: 1.380264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000264, LT: 1.110122, Top1S: 99.999992, Top1T: 73.936028 Train:epoch: 97, loss@min: 0.956549, loss@max: 1.369837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000264, LT: 1.111365, Top1S: 99.999992, Top1T: 73.988892 Train:epoch: 98, loss@min: 0.963311, loss@max: 1.373492, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 98, LS: 0.000263, LT: 1.112424, Top1S: 99.999992, Top1T: 73.988892 Train:epoch: 99, loss@min: 0.959651, loss@max: 1.373038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000263, LT: 1.113279, Top1S: 99.999992, Top1T: 73.883156 Train:epoch: 100, loss@min: 0.953237, loss@max: 1.367091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000262, LT: 1.113934, Top1S: 99.999992, Top1T: 73.936028 Train:epoch: 101, loss@min: 0.953542, loss@max: 1.368567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000262, LT: 1.114673, Top1S: 99.999992, Top1T: 73.909592 Train:epoch: 102, loss@min: 0.965132, loss@max: 1.375809, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 0.000262, LT: 1.114607, Top1S: 99.999992, Top1T: 73.883156 Train:epoch: 103, loss@min: 0.957034, loss@max: 1.373786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000261, LT: 1.114885, Top1S: 99.999992, Top1T: 73.936028 Train:epoch: 104, loss@min: 0.961585, loss@max: 1.373335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000261, LT: 1.116340, Top1S: 99.999992, Top1T: 73.962463 Train:epoch: 105, loss@min: 0.960458, loss@max: 1.369097, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 105, LS: 0.000261, LT: 1.118146, Top1S: 99.999992, Top1T: 74.041763 Train:epoch: 106, loss@min: 0.956778, loss@max: 1.370642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000260, LT: 1.119510, Top1S: 99.999992, Top1T: 73.962463 Train:epoch: 107, loss@min: 0.957063, loss@max: 1.372270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000260, LT: 1.120822, Top1S: 99.999992, Top1T: 73.909592 Train:epoch: 108, loss@min: 0.952986, loss@max: 1.371228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000260, LT: 1.121877, Top1S: 99.999992, Top1T: 73.883156 Train:epoch: 109, loss@min: 0.952775, loss@max: 1.363955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000259, LT: 1.122547, Top1S: 99.999992, Top1T: 73.856728 Train:epoch: 110, loss@min: 0.963187, loss@max: 1.374858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000259, LT: 1.123108, Top1S: 99.999992, Top1T: 73.883156 Train:epoch: 111, loss@min: 0.982782, loss@max: 1.377088, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 111, LS: 0.000259, LT: 1.123665, Top1S: 99.999992, Top1T: 73.909592 Train:epoch: 112, loss@min: 0.963993, loss@max: 1.377580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000259, LT: 1.123898, Top1S: 99.999992, Top1T: 73.856728 Train:epoch: 113, loss@min: 0.959926, loss@max: 1.370922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000259, LT: 1.123971, Top1S: 99.999992, Top1T: 73.830292 Train:epoch: 114, loss@min: 0.961769, loss@max: 1.376512, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 114, LS: 0.000258, LT: 1.124012, Top1S: 99.999992, Top1T: 73.803856 Train:epoch: 115, loss@min: 0.963706, loss@max: 1.374074, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 115, LS: 0.000258, LT: 1.123879, Top1S: 99.999992, Top1T: 73.803856 Train:epoch: 116, loss@min: 0.951519, loss@max: 1.366755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000258, LT: 1.123699, Top1S: 99.999992, Top1T: 73.724556 Train:epoch: 117, loss@min: 0.955350, loss@max: 1.369335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000258, LT: 1.123441, Top1S: 99.999992, Top1T: 73.724556 Train:epoch: 118, loss@min: 0.951662, loss@max: 1.362818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000258, LT: 1.123387, Top1S: 99.999992, Top1T: 73.750984 Train:epoch: 119, loss@min: 0.956556, loss@max: 1.372897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000258, LT: 1.123252, Top1S: 99.999992, Top1T: 73.830292 Train:epoch: 120, loss@min: 0.958844, loss@max: 1.372494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000257, LT: 1.123237, Top1S: 99.999992, Top1T: 73.830292 Train:epoch: 121, loss@min: 0.952858, loss@max: 1.366782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000257, LT: 1.123248, Top1S: 99.999992, Top1T: 73.830292 Train:epoch: 122, loss@min: 0.953657, loss@max: 1.370283, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000257, LT: 1.123324, Top1S: 99.999992, Top1T: 73.803856 Train:epoch: 123, loss@min: 0.950177, loss@max: 1.368165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000257, LT: 1.123464, Top1S: 99.999992, Top1T: 73.856728 Train:epoch: 124, loss@min: 0.954480, loss@max: 1.368985, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000257, LT: 1.123532, Top1S: 99.999992, Top1T: 73.856728 Train:epoch: 125, loss@min: 0.957304, loss@max: 1.368474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000257, LT: 1.123533, Top1S: 99.999992, Top1T: 73.883156 Train:epoch: 126, loss@min: 0.952776, loss@max: 1.369045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000257, LT: 1.123497, Top1S: 99.999992, Top1T: 73.883156 Train:epoch: 127, loss@min: 0.964635, loss@max: 1.374209, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 0.000257, LT: 1.123560, Top1S: 99.999992, Top1T: 73.909592 Train:epoch: 128, loss@min: 0.951948, loss@max: 1.367014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000257, LT: 1.123671, Top1S: 99.999992, Top1T: 73.962463 Train:epoch: 129, loss@min: 0.956918, loss@max: 1.370727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000257, LT: 1.123765, Top1S: 99.999992, Top1T: 73.962463 Train:epoch: 130, loss@min: 0.953240, loss@max: 1.366233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000256, LT: 1.123860, Top1S: 99.999992, Top1T: 73.962463 Train:epoch: 131, loss@min: 0.951526, loss@max: 1.368817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000256, LT: 1.123684, Top1S: 99.999992, Top1T: 74.041763 Train:epoch: 132, loss@min: 0.954455, loss@max: 1.365919, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000256, LT: 1.123592, Top1S: 99.999992, Top1T: 74.041763 Train:epoch: 133, loss@min: 0.957169, loss@max: 1.375327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000256, LT: 1.123511, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 134, loss@min: 0.951055, loss@max: 1.364769, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000256, LT: 1.123440, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 135, loss@min: 0.958444, loss@max: 1.370905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000256, LT: 1.123357, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 136, loss@min: 0.955766, loss@max: 1.368654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000256, LT: 1.123311, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 137, loss@min: 0.952961, loss@max: 1.369765, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000256, LT: 1.123274, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 138, loss@min: 0.959365, loss@max: 1.371758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000256, LT: 1.123259, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 139, loss@min: 0.960205, loss@max: 1.373532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000256, LT: 1.123251, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 140, loss@min: 0.951433, loss@max: 1.366411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000256, LT: 1.123242, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 141, loss@min: 0.957251, loss@max: 1.368472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000256, LT: 1.123230, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 142, loss@min: 0.951285, loss@max: 1.366463, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000256, LT: 1.123221, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 143, loss@min: 0.952801, loss@max: 1.363788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000256, LT: 1.123212, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 144, loss@min: 0.954406, loss@max: 1.366890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000256, LT: 1.123204, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 145, loss@min: 0.954613, loss@max: 1.369341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000256, LT: 1.123201, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 146, loss@min: 0.951498, loss@max: 1.366253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000256, LT: 1.123197, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 147, loss@min: 0.952706, loss@max: 1.368770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000256, LT: 1.123194, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 148, loss@min: 0.953802, loss@max: 1.366585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000256, LT: 1.123192, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 149, loss@min: 0.950436, loss@max: 1.365647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000256, LT: 1.123192, Top1S: 99.999992, Top1T: 74.068199 Train:epoch: 150, loss@min: 0.955371, loss@max: 1.369771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000256, LT: 1.123192, Top1S: 99.999992, Top1T: 74.068199 ------------------------------------------- Tue Aug 1 15:06:58 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\ucf101_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Aug 1 15:09:06 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.609270, loss@max: 1.585413, Top1S acc: 100.000000, Top1T acc: 62.109375 Train:epoch: 2, loss@min: 2.657713, loss@max: 1.581160, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 3, loss@min: 2.694125, loss@max: 1.704423, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 4, loss@min: 2.481913, loss@max: 1.707538, Top1S acc: 100.000000, Top1T acc: 76.171875 Train:epoch: 5, loss@min: 1.880285, loss@max: 1.572940, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 6, loss@min: 1.921717, loss@max: 1.569491, Top1S acc: 100.000000, Top1T acc: 82.421875 Train:epoch: 7, loss@min: 1.820046, loss@max: 1.529960, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 8, loss@min: 1.738253, loss@max: 1.491759, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 9, loss@min: 1.714234, loss@max: 1.482635, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 10, loss@min: 1.564917, loss@max: 1.444211, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 11, loss@min: 1.585323, loss@max: 1.458100, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 12, loss@min: 1.452466, loss@max: 1.439110, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 13, loss@min: 1.426282, loss@max: 1.430874, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 14, loss@min: 1.241668, loss@max: 1.384592, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 15, loss@min: 1.305035, loss@max: 1.419016, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 16, loss@min: 1.289249, loss@max: 1.415214, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 17, loss@min: 1.278155, loss@max: 1.416503, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 18, loss@min: 1.141933, loss@max: 1.379787, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 1.121459, loss@max: 1.384481, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 1.179690, loss@max: 1.407926, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 21, loss@min: 1.164616, loss@max: 1.393516, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 22, loss@min: 1.116230, loss@max: 1.390996, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 23, loss@min: 1.107333, loss@max: 1.384281, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 24, loss@min: 1.072750, loss@max: 1.365194, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 25, loss@min: 1.079916, loss@max: 1.375675, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 26, loss@min: 1.043949, loss@max: 1.371385, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 1.058950, loss@max: 1.384807, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 1.017401, loss@max: 1.364977, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 1.130978, loss@max: 1.414579, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 30, loss@min: 1.018006, loss@max: 1.376740, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.012396, loss@max: 1.369483, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 1.018070, loss@max: 1.370740, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 33, loss@min: 1.000846, loss@max: 1.368798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.019808, loss@max: 1.381306, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 35, loss@min: 1.061464, loss@max: 1.413577, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 36, loss@min: 1.019274, loss@max: 1.383666, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 37, loss@min: 1.002606, loss@max: 1.368805, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.033471, loss@max: 1.392069, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 39, loss@min: 1.012143, loss@max: 1.378400, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 40, loss@min: 1.014554, loss@max: 1.384004, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 1.037804, loss@max: 1.395932, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 42, loss@min: 1.015429, loss@max: 1.392283, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 43, loss@min: 1.008228, loss@max: 1.401682, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 1.001084, loss@max: 1.387572, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 1.000711, loss@max: 1.392971, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.984674, loss@max: 1.395269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.973842, loss@max: 1.372566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.008426, loss@max: 1.376110, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 49, loss@min: 1.002170, loss@max: 1.394609, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 0.957588, loss@max: 1.386132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.027835, loss@max: 1.406597, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 52, loss@min: 1.025417, loss@max: 1.407594, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 53, loss@min: 1.030107, loss@max: 1.396688, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 54, loss@min: 0.983591, loss@max: 1.380792, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 55, loss@min: 1.003585, loss@max: 1.399712, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 56, loss@min: 1.032887, loss@max: 1.403503, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 57, loss@min: 0.989004, loss@max: 1.390093, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 58, loss@min: 1.008046, loss@max: 1.386558, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.973521, loss@max: 1.400649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.991606, loss@max: 1.405234, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 61, loss@min: 1.004421, loss@max: 1.385164, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 62, loss@min: 0.986454, loss@max: 1.385098, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.968077, loss@max: 1.383343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.964448, loss@max: 1.378715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.003604, loss@max: 1.391876, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 0.974537, loss@max: 1.382372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.990646, loss@max: 1.380804, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 0.969740, loss@max: 1.372049, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.953841, loss@max: 1.388046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.970896, loss@max: 1.380079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.990231, loss@max: 1.379568, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 72, loss@min: 0.955390, loss@max: 1.368022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.989388, loss@max: 1.387410, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 74, loss@min: 0.970510, loss@max: 1.382222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.960502, loss@max: 1.378399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.976304, loss@max: 1.385904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.968324, loss@max: 1.382424, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.958422, loss@max: 1.372239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.959887, loss@max: 1.365549, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.989478, loss@max: 1.388315, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 80, LS: 0.000253, LT: 0.995517, Top1S: 99.999992, Top1T: 76.024315Best acc: 76.024315 Train:epoch: 81, loss@min: 0.957958, loss@max: 1.380275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000253, LT: 0.998471, Top1S: 99.999992, Top1T: 75.945015 Train:epoch: 82, loss@min: 0.961869, loss@max: 1.383313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000252, LT: 1.001281, Top1S: 99.999992, Top1T: 76.130051Best acc: 76.130051 Train:epoch: 83, loss@min: 0.976000, loss@max: 1.378303, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 0.000252, LT: 1.003399, Top1S: 99.999992, Top1T: 76.050751 Train:epoch: 84, loss@min: 0.967566, loss@max: 1.385303, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 84, LS: 0.000251, LT: 1.004334, Top1S: 99.999992, Top1T: 76.050751 Train:epoch: 85, loss@min: 0.968612, loss@max: 1.388007, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000250, LT: 1.005650, Top1S: 99.999992, Top1T: 75.839279 Train:epoch: 86, loss@min: 1.010540, loss@max: 1.390506, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 86, LS: 0.000250, LT: 1.007107, Top1S: 99.999992, Top1T: 75.945015 Train:epoch: 87, loss@min: 0.979991, loss@max: 1.373825, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 87, LS: 0.000249, LT: 1.008181, Top1S: 99.999992, Top1T: 75.892143 Train:epoch: 88, loss@min: 0.954632, loss@max: 1.367091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000249, LT: 1.009323, Top1S: 99.999992, Top1T: 75.892143 Train:epoch: 89, loss@min: 0.951774, loss@max: 1.369795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000248, LT: 1.009805, Top1S: 99.999992, Top1T: 75.865715 Train:epoch: 90, loss@min: 0.962696, loss@max: 1.378555, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000247, LT: 1.010029, Top1S: 99.999992, Top1T: 75.892143 Train:epoch: 91, loss@min: 0.975684, loss@max: 1.390708, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 91, LS: 0.000247, LT: 1.009910, Top1S: 99.999992, Top1T: 75.945015 Train:epoch: 92, loss@min: 0.980150, loss@max: 1.381324, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 92, LS: 0.000246, LT: 1.011247, Top1S: 99.999992, Top1T: 75.892143 Train:epoch: 93, loss@min: 0.966830, loss@max: 1.377769, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000246, LT: 1.012266, Top1S: 99.999992, Top1T: 75.892143 Train:epoch: 94, loss@min: 0.957247, loss@max: 1.366782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000245, LT: 1.012149, Top1S: 99.999992, Top1T: 75.945015 Train:epoch: 95, loss@min: 0.973296, loss@max: 1.374936, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 95, LS: 0.000245, LT: 1.011244, Top1S: 99.999992, Top1T: 76.077187 Train:epoch: 96, loss@min: 0.962980, loss@max: 1.374659, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 0.000244, LT: 1.010119, Top1S: 99.999992, Top1T: 75.971451 Train:epoch: 97, loss@min: 0.970615, loss@max: 1.384129, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 97, LS: 0.000243, LT: 1.009971, Top1S: 99.999992, Top1T: 75.945015 Train:epoch: 98, loss@min: 0.955483, loss@max: 1.377872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000243, LT: 1.009248, Top1S: 99.999992, Top1T: 75.971451 Train:epoch: 99, loss@min: 0.958225, loss@max: 1.374566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000242, LT: 1.008725, Top1S: 99.999992, Top1T: 76.024315 Train:epoch: 100, loss@min: 0.970226, loss@max: 1.371426, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 0.000242, LT: 1.008590, Top1S: 99.999992, Top1T: 76.077187 Train:epoch: 101, loss@min: 0.955941, loss@max: 1.370654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000241, LT: 1.008599, Top1S: 99.999992, Top1T: 76.209351Best acc: 76.209351 Train:epoch: 102, loss@min: 0.970624, loss@max: 1.384530, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 0.000241, LT: 1.008826, Top1S: 99.999992, Top1T: 76.182922 Train:epoch: 103, loss@min: 1.067025, loss@max: 1.410467, Top1S acc: 100.000000, Top1T acc: 97.656250 Test:epoch: 103, LS: 0.000241, LT: 1.009875, Top1S: 99.999992, Top1T: 76.103615 Train:epoch: 104, loss@min: 0.951123, loss@max: 1.372442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000240, LT: 1.010091, Top1S: 99.999992, Top1T: 76.209351 Train:epoch: 105, loss@min: 0.955697, loss@max: 1.368045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000240, LT: 1.010563, Top1S: 99.999992, Top1T: 76.156487 Train:epoch: 106, loss@min: 0.953407, loss@max: 1.373780, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000240, LT: 1.010896, Top1S: 99.999992, Top1T: 76.235786Best acc: 76.235786 Train:epoch: 107, loss@min: 0.956470, loss@max: 1.369647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000239, LT: 1.010608, Top1S: 99.999992, Top1T: 76.182922 Train:epoch: 108, loss@min: 0.981131, loss@max: 1.380840, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 108, LS: 0.000239, LT: 1.010797, Top1S: 99.999992, Top1T: 76.130051 Train:epoch: 109, loss@min: 0.961168, loss@max: 1.376514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000239, LT: 1.010376, Top1S: 99.999992, Top1T: 76.209351 Train:epoch: 110, loss@min: 0.962987, loss@max: 1.374198, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 110, LS: 0.000239, LT: 1.010370, Top1S: 99.999992, Top1T: 76.156487 Train:epoch: 111, loss@min: 0.960723, loss@max: 1.372244, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000238, LT: 1.011066, Top1S: 99.999992, Top1T: 76.182922 Train:epoch: 112, loss@min: 0.952435, loss@max: 1.372979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000238, LT: 1.011662, Top1S: 99.999992, Top1T: 76.235786 Train:epoch: 113, loss@min: 0.949124, loss@max: 1.366900, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000238, LT: 1.011204, Top1S: 99.999992, Top1T: 76.235786 Train:epoch: 114, loss@min: 0.954336, loss@max: 1.370492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000238, LT: 1.010718, Top1S: 99.999992, Top1T: 76.235786 Train:epoch: 115, loss@min: 0.959186, loss@max: 1.373261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000238, LT: 1.010663, Top1S: 99.999992, Top1T: 76.288658Best acc: 76.288658 Train:epoch: 116, loss@min: 0.954052, loss@max: 1.367791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000237, LT: 1.010954, Top1S: 99.999992, Top1T: 76.262222 Train:epoch: 117, loss@min: 0.959243, loss@max: 1.379029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000237, LT: 1.010575, Top1S: 99.999992, Top1T: 76.288658 Train:epoch: 118, loss@min: 0.960713, loss@max: 1.370364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000237, LT: 1.010203, Top1S: 99.999992, Top1T: 76.235786 Train:epoch: 119, loss@min: 0.959695, loss@max: 1.372455, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000237, LT: 1.010163, Top1S: 99.999992, Top1T: 76.315094Best acc: 76.315094 Train:epoch: 120, loss@min: 0.986819, loss@max: 1.388221, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 120, LS: 0.000237, LT: 1.009994, Top1S: 99.999992, Top1T: 76.315094 Train:epoch: 121, loss@min: 0.975339, loss@max: 1.375801, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 121, LS: 0.000236, LT: 1.009844, Top1S: 99.999992, Top1T: 76.315094 Train:epoch: 122, loss@min: 0.959536, loss@max: 1.368390, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000236, LT: 1.009734, Top1S: 99.999992, Top1T: 76.367958Best acc: 76.367958 Train:epoch: 123, loss@min: 0.957611, loss@max: 1.373749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000236, LT: 1.009895, Top1S: 99.999992, Top1T: 76.420830Best acc: 76.420830 Train:epoch: 124, loss@min: 0.952315, loss@max: 1.367893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000236, LT: 1.010111, Top1S: 99.999992, Top1T: 76.473694Best acc: 76.473694 Train:epoch: 125, loss@min: 0.966143, loss@max: 1.374021, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 125, LS: 0.000236, LT: 1.010133, Top1S: 99.999992, Top1T: 76.367958 Train:epoch: 126, loss@min: 0.961118, loss@max: 1.372455, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 126, LS: 0.000236, LT: 1.010376, Top1S: 99.999992, Top1T: 76.420830 Train:epoch: 127, loss@min: 0.971812, loss@max: 1.382103, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 0.000236, LT: 1.010688, Top1S: 99.999992, Top1T: 76.447258 Train:epoch: 128, loss@min: 0.962690, loss@max: 1.375190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000236, LT: 1.010885, Top1S: 99.999992, Top1T: 76.473694 Train:epoch: 129, loss@min: 0.958586, loss@max: 1.376519, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000236, LT: 1.011097, Top1S: 99.999992, Top1T: 76.447258 Train:epoch: 130, loss@min: 0.976299, loss@max: 1.379904, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 130, LS: 0.000236, LT: 1.011353, Top1S: 99.999992, Top1T: 76.420830 Train:epoch: 131, loss@min: 0.956547, loss@max: 1.372916, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000236, LT: 1.011615, Top1S: 99.999992, Top1T: 76.367958 Train:epoch: 132, loss@min: 0.963715, loss@max: 1.381392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000236, LT: 1.011743, Top1S: 99.999992, Top1T: 76.394394 Train:epoch: 133, loss@min: 0.956317, loss@max: 1.372917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000235, LT: 1.011740, Top1S: 99.999992, Top1T: 76.394394 Train:epoch: 134, loss@min: 0.955189, loss@max: 1.367896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000235, LT: 1.011724, Top1S: 99.999992, Top1T: 76.394394 Train:epoch: 135, loss@min: 0.956947, loss@max: 1.371291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000235, LT: 1.011710, Top1S: 99.999992, Top1T: 76.394394 Train:epoch: 136, loss@min: 0.961294, loss@max: 1.374761, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 136, LS: 0.000235, LT: 1.011660, Top1S: 99.999992, Top1T: 76.394394 Train:epoch: 137, loss@min: 0.952275, loss@max: 1.370097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000235, LT: 1.011536, Top1S: 99.999992, Top1T: 76.447258 Train:epoch: 138, loss@min: 0.977272, loss@max: 1.377769, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 138, LS: 0.000235, LT: 1.011412, Top1S: 99.999992, Top1T: 76.447258 Train:epoch: 139, loss@min: 0.963056, loss@max: 1.372749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000235, LT: 1.011319, Top1S: 99.999992, Top1T: 76.447258 Train:epoch: 140, loss@min: 0.960536, loss@max: 1.371997, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000235, LT: 1.011278, Top1S: 99.999992, Top1T: 76.447258 Train:epoch: 141, loss@min: 0.951786, loss@max: 1.366121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000235, LT: 1.011263, Top1S: 99.999992, Top1T: 76.473694 Train:epoch: 142, loss@min: 0.958303, loss@max: 1.370642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000235, LT: 1.011234, Top1S: 99.999992, Top1T: 76.473694 Train:epoch: 143, loss@min: 0.979693, loss@max: 1.375704, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 0.000235, LT: 1.011225, Top1S: 99.999992, Top1T: 76.473694 Train:epoch: 144, loss@min: 0.966105, loss@max: 1.375094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000235, LT: 1.011249, Top1S: 99.999992, Top1T: 76.473694 Train:epoch: 145, loss@min: 0.958615, loss@max: 1.374731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000235, LT: 1.011260, Top1S: 99.999992, Top1T: 76.473694 Train:epoch: 146, loss@min: 0.963586, loss@max: 1.378369, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000235, LT: 1.011268, Top1S: 99.999992, Top1T: 76.473694 Train:epoch: 147, loss@min: 0.963172, loss@max: 1.367107, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 147, LS: 0.000235, LT: 1.011276, Top1S: 99.999992, Top1T: 76.473694 Train:epoch: 148, loss@min: 0.953061, loss@max: 1.366842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000235, LT: 1.011279, Top1S: 99.999992, Top1T: 76.473694 Train:epoch: 149, loss@min: 0.970748, loss@max: 1.376291, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 149, LS: 0.000235, LT: 1.011279, Top1S: 99.999992, Top1T: 76.473694 Train:epoch: 150, loss@min: 0.968960, loss@max: 1.377487, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 150, LS: 0.000235, LT: 1.011279, Top1S: 99.999992, Top1T: 76.473694 ------------------------------------------- Tue Aug 1 19:08:34 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\ucf101_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Aug 1 21:22:34 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.935541, loss@max: 1.604188, Top1S acc: 100.000000, Top1T acc: 73.437500 Train:epoch: 2, loss@min: 2.489578, loss@max: 1.668453, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 3, loss@min: 2.307145, loss@max: 1.626659, Top1S acc: 100.000000, Top1T acc: 75.390625 Train:epoch: 4, loss@min: 1.903795, loss@max: 1.472280, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 5, loss@min: 1.870316, loss@max: 1.449966, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 6, loss@min: 1.706206, loss@max: 1.412134, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 7, loss@min: 1.638732, loss@max: 1.418989, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 8, loss@min: 1.500206, loss@max: 1.400322, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 9, loss@min: 1.289051, loss@max: 1.340284, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 10, loss@min: 1.328056, loss@max: 1.368369, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 11, loss@min: 1.238410, loss@max: 1.335916, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 12, loss@min: 1.218830, loss@max: 1.342913, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 13, loss@min: 1.209513, loss@max: 1.345295, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 14, loss@min: 1.093282, loss@max: 1.307630, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 15, loss@min: 1.148711, loss@max: 1.345216, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 16, loss@min: 1.145975, loss@max: 1.341618, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 17, loss@min: 1.114548, loss@max: 1.329705, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 18, loss@min: 1.060725, loss@max: 1.321197, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 19, loss@min: 1.076969, loss@max: 1.330588, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 1.072645, loss@max: 1.338925, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 21, loss@min: 1.100736, loss@max: 1.345780, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 22, loss@min: 1.003256, loss@max: 1.315336, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 1.056106, loss@max: 1.341323, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 24, loss@min: 1.043073, loss@max: 1.342023, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 25, loss@min: 1.011129, loss@max: 1.322052, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.967860, loss@max: 1.336929, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 1.013525, loss@max: 1.342348, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 0.982223, loss@max: 1.340690, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 29, loss@min: 0.970740, loss@max: 1.320916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.999240, loss@max: 1.349909, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.007857, loss@max: 1.344786, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 0.975243, loss@max: 1.347754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.982712, loss@max: 1.330209, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 0.998995, loss@max: 1.353929, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.987122, loss@max: 1.338749, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.058354, loss@max: 1.404465, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 37, loss@min: 0.965826, loss@max: 1.337956, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 0.966807, loss@max: 1.347987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.957228, loss@max: 1.357131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.989602, loss@max: 1.376245, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 0.970313, loss@max: 1.367345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.946877, loss@max: 1.365038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.994396, loss@max: 1.371573, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 1.023421, loss@max: 1.380152, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 45, loss@min: 0.999649, loss@max: 1.376099, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 1.063938, loss@max: 1.395980, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.968692, loss@max: 1.375162, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.975455, loss@max: 1.376553, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 0.970609, loss@max: 1.377274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.955404, loss@max: 1.370579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.972512, loss@max: 1.383426, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 0.973043, loss@max: 1.378059, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 0.967437, loss@max: 1.367591, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 0.962913, loss@max: 1.374275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.951077, loss@max: 1.369155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.964556, loss@max: 1.361254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.970267, loss@max: 1.381243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.968430, loss@max: 1.363101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953224, loss@max: 1.376947, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.957876, loss@max: 1.379523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.962911, loss@max: 1.369213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.962681, loss@max: 1.379185, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.975921, loss@max: 1.370833, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 64, loss@min: 0.960400, loss@max: 1.363836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.945548, loss@max: 1.376792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.955807, loss@max: 1.363229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.955893, loss@max: 1.372798, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 0.960307, loss@max: 1.376518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.973000, loss@max: 1.382174, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.957158, loss@max: 1.368183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.950968, loss@max: 1.366728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.950008, loss@max: 1.362705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.946018, loss@max: 1.365085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.951510, loss@max: 1.368718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.959085, loss@max: 1.364635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.962346, loss@max: 1.379689, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 77, loss@min: 0.966096, loss@max: 1.365152, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.956930, loss@max: 1.371528, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 0.969657, loss@max: 1.369156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.948846, loss@max: 1.374617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000181, LT: 0.919201, Top1S: 99.999992, Top1T: 79.592911Best acc: 79.592911 Train:epoch: 81, loss@min: 0.955459, loss@max: 1.356199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000181, LT: 0.921102, Top1S: 99.999992, Top1T: 79.513611 Train:epoch: 82, loss@min: 0.960776, loss@max: 1.368023, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.000181, LT: 0.920043, Top1S: 99.999992, Top1T: 79.460739 Train:epoch: 83, loss@min: 0.948616, loss@max: 1.362352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000180, LT: 0.918932, Top1S: 99.999992, Top1T: 79.566475 Train:epoch: 84, loss@min: 0.963989, loss@max: 1.375034, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 84, LS: 0.000180, LT: 0.920593, Top1S: 99.999992, Top1T: 79.434311 Train:epoch: 85, loss@min: 0.952482, loss@max: 1.368005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000179, LT: 0.925852, Top1S: 99.999992, Top1T: 79.487175 Train:epoch: 86, loss@min: 0.951398, loss@max: 1.367549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000179, LT: 0.932667, Top1S: 99.999992, Top1T: 79.434311 Train:epoch: 87, loss@min: 0.951547, loss@max: 1.364234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000178, LT: 0.932449, Top1S: 99.999992, Top1T: 79.381439 Train:epoch: 88, loss@min: 0.955301, loss@max: 1.369615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000178, LT: 0.929531, Top1S: 99.999992, Top1T: 79.328575 Train:epoch: 89, loss@min: 0.975532, loss@max: 1.373308, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 89, LS: 0.000178, LT: 0.928576, Top1S: 99.999992, Top1T: 79.566475 Train:epoch: 90, loss@min: 0.959615, loss@max: 1.366496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000177, LT: 0.927651, Top1S: 99.999992, Top1T: 79.407875 Train:epoch: 91, loss@min: 0.950512, loss@max: 1.367675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000177, LT: 0.928445, Top1S: 99.999992, Top1T: 79.460739 Train:epoch: 92, loss@min: 0.951436, loss@max: 1.359614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000176, LT: 0.927461, Top1S: 99.999992, Top1T: 79.460739 Train:epoch: 93, loss@min: 0.955259, loss@max: 1.370750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000176, LT: 0.925591, Top1S: 99.999992, Top1T: 79.434311 Train:epoch: 94, loss@min: 0.970016, loss@max: 1.370153, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 0.000176, LT: 0.925220, Top1S: 99.999992, Top1T: 79.592911 Train:epoch: 95, loss@min: 0.951535, loss@max: 1.362368, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000175, LT: 0.922177, Top1S: 99.999992, Top1T: 79.804382Best acc: 79.804382 Train:epoch: 96, loss@min: 0.955955, loss@max: 1.369553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000175, LT: 0.922527, Top1S: 99.999992, Top1T: 80.015854Best acc: 80.015854 Train:epoch: 97, loss@min: 0.968483, loss@max: 1.371835, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 97, LS: 0.000175, LT: 0.927299, Top1S: 99.999992, Top1T: 79.857254 Train:epoch: 98, loss@min: 0.952298, loss@max: 1.362793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000174, LT: 0.934853, Top1S: 99.999992, Top1T: 79.513611 Train:epoch: 99, loss@min: 0.951978, loss@max: 1.368030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000174, LT: 0.937766, Top1S: 99.999992, Top1T: 79.328575 Train:epoch: 100, loss@min: 0.949114, loss@max: 1.366553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000174, LT: 0.939017, Top1S: 99.999992, Top1T: 79.196404 Train:epoch: 101, loss@min: 0.949769, loss@max: 1.362431, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000174, LT: 0.940841, Top1S: 99.999992, Top1T: 79.249268 Train:epoch: 102, loss@min: 0.949649, loss@max: 1.369725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000173, LT: 0.940853, Top1S: 99.999992, Top1T: 79.275703 Train:epoch: 103, loss@min: 0.949886, loss@max: 1.364121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000173, LT: 0.941637, Top1S: 99.999992, Top1T: 79.169968 Train:epoch: 104, loss@min: 0.951775, loss@max: 1.364700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000173, LT: 0.941953, Top1S: 99.999992, Top1T: 79.169968 Train:epoch: 105, loss@min: 0.948998, loss@max: 1.366477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000173, LT: 0.940659, Top1S: 99.999992, Top1T: 79.222832 Train:epoch: 106, loss@min: 0.951887, loss@max: 1.367706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000172, LT: 0.941121, Top1S: 99.999992, Top1T: 79.381439 Train:epoch: 107, loss@min: 1.060150, loss@max: 1.387346, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 107, LS: 0.000172, LT: 0.942192, Top1S: 99.999992, Top1T: 79.434311 Train:epoch: 108, loss@min: 0.965733, loss@max: 1.367864, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 108, LS: 0.000172, LT: 0.940506, Top1S: 99.999992, Top1T: 79.566475 Train:epoch: 109, loss@min: 0.966437, loss@max: 1.367558, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 109, LS: 0.000172, LT: 0.935910, Top1S: 99.999992, Top1T: 79.540047 Train:epoch: 110, loss@min: 0.962861, loss@max: 1.373025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000172, LT: 0.935713, Top1S: 99.999992, Top1T: 79.592911 Train:epoch: 111, loss@min: 0.952447, loss@max: 1.363255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000172, LT: 0.937295, Top1S: 99.999992, Top1T: 79.434311 Train:epoch: 112, loss@min: 0.950530, loss@max: 1.359046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000171, LT: 0.938001, Top1S: 99.999992, Top1T: 79.355003 Train:epoch: 113, loss@min: 0.948913, loss@max: 1.364000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000171, LT: 0.937629, Top1S: 99.999992, Top1T: 79.407875 Train:epoch: 114, loss@min: 0.950330, loss@max: 1.360364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000171, LT: 0.937957, Top1S: 99.999992, Top1T: 79.434311 Train:epoch: 115, loss@min: 0.950481, loss@max: 1.366109, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000171, LT: 0.938366, Top1S: 99.999992, Top1T: 79.725082 Train:epoch: 116, loss@min: 0.956194, loss@max: 1.366005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000171, LT: 0.937936, Top1S: 99.999992, Top1T: 79.619347 Train:epoch: 117, loss@min: 0.950574, loss@max: 1.369069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000170, LT: 0.937146, Top1S: 99.999992, Top1T: 79.672211 Train:epoch: 118, loss@min: 0.952512, loss@max: 1.360258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000170, LT: 0.937328, Top1S: 99.999992, Top1T: 79.751518 Train:epoch: 119, loss@min: 0.950948, loss@max: 1.364160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000170, LT: 0.937651, Top1S: 99.999992, Top1T: 79.725082 Train:epoch: 120, loss@min: 0.968553, loss@max: 1.366316, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 120, LS: 0.000170, LT: 0.937317, Top1S: 99.999992, Top1T: 79.698647 Train:epoch: 121, loss@min: 0.947006, loss@max: 1.365748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000170, LT: 0.936746, Top1S: 99.999992, Top1T: 79.566475 Train:epoch: 122, loss@min: 0.952896, loss@max: 1.363682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000170, LT: 0.936615, Top1S: 99.999992, Top1T: 79.698647 Train:epoch: 123, loss@min: 0.947266, loss@max: 1.363062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000170, LT: 0.936832, Top1S: 99.999992, Top1T: 79.645782 Train:epoch: 124, loss@min: 0.951830, loss@max: 1.366454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000170, LT: 0.936037, Top1S: 99.999992, Top1T: 79.592911 Train:epoch: 125, loss@min: 0.946739, loss@max: 1.364866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000170, LT: 0.935699, Top1S: 99.999992, Top1T: 79.751518 Train:epoch: 126, loss@min: 0.969802, loss@max: 1.370227, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 126, LS: 0.000170, LT: 0.936130, Top1S: 99.999992, Top1T: 79.751518 Train:epoch: 127, loss@min: 0.948790, loss@max: 1.363014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000170, LT: 0.937209, Top1S: 99.999992, Top1T: 79.777954 Train:epoch: 128, loss@min: 0.967442, loss@max: 1.369199, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 128, LS: 0.000169, LT: 0.937772, Top1S: 99.999992, Top1T: 79.857254 Train:epoch: 129, loss@min: 0.952025, loss@max: 1.361429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000169, LT: 0.938561, Top1S: 99.999992, Top1T: 79.777954 Train:epoch: 130, loss@min: 0.949010, loss@max: 1.360654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000169, LT: 0.938925, Top1S: 99.999992, Top1T: 79.698647 Train:epoch: 131, loss@min: 0.948929, loss@max: 1.359031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000169, LT: 0.938683, Top1S: 99.999992, Top1T: 79.698647 Train:epoch: 132, loss@min: 0.957431, loss@max: 1.366955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000169, LT: 0.938161, Top1S: 99.999992, Top1T: 79.645782 Train:epoch: 133, loss@min: 0.950337, loss@max: 1.361232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000169, LT: 0.938025, Top1S: 99.999992, Top1T: 79.645782 Train:epoch: 134, loss@min: 0.950432, loss@max: 1.361596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000169, LT: 0.937898, Top1S: 99.999992, Top1T: 79.698647 Train:epoch: 135, loss@min: 0.948947, loss@max: 1.362433, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000169, LT: 0.937266, Top1S: 99.999992, Top1T: 79.672211 Train:epoch: 136, loss@min: 0.945194, loss@max: 1.362014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000169, LT: 0.937018, Top1S: 99.999992, Top1T: 79.725082 Train:epoch: 137, loss@min: 0.954188, loss@max: 1.365587, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000169, LT: 0.936888, Top1S: 99.999992, Top1T: 79.751518 Train:epoch: 138, loss@min: 0.956583, loss@max: 1.371228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000169, LT: 0.936904, Top1S: 99.999992, Top1T: 79.777954 Train:epoch: 139, loss@min: 0.948192, loss@max: 1.362633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000169, LT: 0.936822, Top1S: 99.999992, Top1T: 79.857254 Train:epoch: 140, loss@min: 0.954995, loss@max: 1.364532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000169, LT: 0.936773, Top1S: 99.999992, Top1T: 79.830818 Train:epoch: 141, loss@min: 0.955742, loss@max: 1.366634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000169, LT: 0.936836, Top1S: 99.999992, Top1T: 79.830818 Train:epoch: 142, loss@min: 0.950299, loss@max: 1.365492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000169, LT: 0.936801, Top1S: 99.999992, Top1T: 79.804382 Train:epoch: 143, loss@min: 0.960105, loss@max: 1.367429, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 0.000169, LT: 0.936772, Top1S: 99.999992, Top1T: 79.804382 Train:epoch: 144, loss@min: 0.955222, loss@max: 1.367105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000169, LT: 0.936761, Top1S: 99.999992, Top1T: 79.804382 Train:epoch: 145, loss@min: 0.950206, loss@max: 1.360285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000169, LT: 0.936745, Top1S: 99.999992, Top1T: 79.804382 Train:epoch: 146, loss@min: 0.954032, loss@max: 1.364045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000169, LT: 0.936711, Top1S: 99.999992, Top1T: 79.777954 Train:epoch: 147, loss@min: 0.975620, loss@max: 1.373541, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 147, LS: 0.000169, LT: 0.936703, Top1S: 99.999992, Top1T: 79.777954 Train:epoch: 148, loss@min: 0.971874, loss@max: 1.371617, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 148, LS: 0.000169, LT: 0.936701, Top1S: 99.999992, Top1T: 79.777954 Train:epoch: 149, loss@min: 0.954009, loss@max: 1.363279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000169, LT: 0.936703, Top1S: 99.999992, Top1T: 79.777954 Train:epoch: 150, loss@min: 0.947886, loss@max: 1.361246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000169, LT: 0.936703, Top1S: 99.999992, Top1T: 79.777954{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\caltech_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 2 01:39:30 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\caltech_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 2 01:40:26 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 2 01:40:43 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 2 01:41:00 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\1shot\\\\", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 2 01:42:45 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.638882, loss@max: 0.944856, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.754044, loss@max: 1.148564, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.323416, loss@max: 1.172290, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 4, loss@min: 1.197177, loss@max: 1.234441, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.081575, loss@max: 1.258423, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 6, loss@min: 0.952694, loss@max: 1.278467, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.901751, loss@max: 1.292000, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 8, loss@min: 0.958831, loss@max: 1.335244, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.835379, loss@max: 1.321844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.817785, loss@max: 1.314274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.874637, loss@max: 1.342592, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.875887, loss@max: 1.341884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.921117, loss@max: 1.346756, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.926948, loss@max: 1.327080, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 0.880709, loss@max: 1.275874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.950859, loss@max: 1.282813, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.942634, loss@max: 1.260904, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.003595, loss@max: 1.257689, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.954979, loss@max: 1.252088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.959457, loss@max: 1.246243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.973985, loss@max: 1.244910, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 0.991313, loss@max: 1.257098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.971505, loss@max: 1.241525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.004626, loss@max: 1.263246, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 0.957649, loss@max: 1.258136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.948961, loss@max: 1.278621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.945815, loss@max: 1.269655, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.961422, loss@max: 1.294829, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.936141, loss@max: 1.288967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.939273, loss@max: 1.310372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.956970, loss@max: 1.326430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.927251, loss@max: 1.319003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.939935, loss@max: 1.326544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.933100, loss@max: 1.321501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.949019, loss@max: 1.333168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.954341, loss@max: 1.332391, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 0.944039, loss@max: 1.324076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.930327, loss@max: 1.328947, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.940520, loss@max: 1.341599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.946306, loss@max: 1.345552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.033144, loss@max: 1.373104, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.941435, loss@max: 1.331302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.954227, loss@max: 1.343111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.939280, loss@max: 1.334160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.938833, loss@max: 1.342955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.974517, loss@max: 1.348040, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.937577, loss@max: 1.338958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.943740, loss@max: 1.342119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.953141, loss@max: 1.337125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.943327, loss@max: 1.340219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.967456, loss@max: 1.348855, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 52, loss@min: 0.953271, loss@max: 1.355299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.943060, loss@max: 1.343777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.947221, loss@max: 1.350845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.958001, loss@max: 1.359100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.949596, loss@max: 1.343457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.946075, loss@max: 1.348609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.960259, loss@max: 1.362265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.945915, loss@max: 1.350714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.942911, loss@max: 1.358268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.944809, loss@max: 1.355395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.946162, loss@max: 1.354379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.941460, loss@max: 1.355758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.945472, loss@max: 1.353998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946840, loss@max: 1.353658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.989830, loss@max: 1.368195, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.948386, loss@max: 1.354869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.949973, loss@max: 1.349243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.954073, loss@max: 1.358330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.944445, loss@max: 1.361713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.951398, loss@max: 1.364554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.966319, loss@max: 1.366593, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 73, loss@min: 0.947153, loss@max: 1.352824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.946017, loss@max: 1.354864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.941087, loss@max: 1.364424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.942921, loss@max: 1.362324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.941915, loss@max: 1.358708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.946382, loss@max: 1.357273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.943464, loss@max: 1.357260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.951327, loss@max: 1.357556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000008, LT: 0.428585, Top1S: 100.000000, Top1T: 89.046654Best acc: 89.046654 Train:epoch: 81, loss@min: 0.952806, loss@max: 1.358360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000008, LT: 0.428678, Top1S: 100.000000, Top1T: 89.046654 Train:epoch: 82, loss@min: 0.949671, loss@max: 1.360411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000008, LT: 0.428909, Top1S: 100.000000, Top1T: 89.127792Best acc: 89.127792 Train:epoch: 83, loss@min: 0.956423, loss@max: 1.355275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000008, LT: 0.429106, Top1S: 100.000000, Top1T: 89.168358Best acc: 89.168358 Train:epoch: 84, loss@min: 0.959393, loss@max: 1.367163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000008, LT: 0.429483, Top1S: 100.000000, Top1T: 89.168358 Train:epoch: 85, loss@min: 0.953621, loss@max: 1.367724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000008, LT: 0.429573, Top1S: 100.000000, Top1T: 89.208923Best acc: 89.208923 Train:epoch: 86, loss@min: 0.945625, loss@max: 1.362844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000008, LT: 0.429699, Top1S: 100.000000, Top1T: 89.290062Best acc: 89.290062 Train:epoch: 87, loss@min: 0.943920, loss@max: 1.363308, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000008, LT: 0.429829, Top1S: 100.000000, Top1T: 89.249496 Train:epoch: 88, loss@min: 0.942492, loss@max: 1.365542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000008, LT: 0.430004, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 89, loss@min: 0.942920, loss@max: 1.361310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000008, LT: 0.430158, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 90, loss@min: 0.944212, loss@max: 1.360248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000008, LT: 0.430260, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 91, loss@min: 0.947422, loss@max: 1.356361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000008, LT: 0.430381, Top1S: 100.000000, Top1T: 89.290062 Train:epoch: 92, loss@min: 0.944911, loss@max: 1.356881, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000008, LT: 0.430467, Top1S: 100.000000, Top1T: 89.371201Best acc: 89.371201 Train:epoch: 93, loss@min: 0.948499, loss@max: 1.355074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000008, LT: 0.430491, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 94, loss@min: 0.949818, loss@max: 1.352895, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000008, LT: 0.430492, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 95, loss@min: 0.950498, loss@max: 1.362013, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000008, LT: 0.430663, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 96, loss@min: 0.949362, loss@max: 1.358583, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000008, LT: 0.430790, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 97, loss@min: 0.954472, loss@max: 1.361801, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000008, LT: 0.430978, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 98, loss@min: 0.946142, loss@max: 1.358120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000008, LT: 0.431135, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 99, loss@min: 0.948903, loss@max: 1.355172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000008, LT: 0.431273, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 100, loss@min: 0.944948, loss@max: 1.356373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000008, LT: 0.431424, Top1S: 100.000000, Top1T: 89.411766Best acc: 89.411766 Train:epoch: 101, loss@min: 0.945786, loss@max: 1.366105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000008, LT: 0.431619, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 102, loss@min: 0.946727, loss@max: 1.357119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000008, LT: 0.431793, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 103, loss@min: 0.940346, loss@max: 1.362172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000008, LT: 0.431894, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 104, loss@min: 0.945767, loss@max: 1.360245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000008, LT: 0.431980, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 105, loss@min: 0.947615, loss@max: 1.359356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000008, LT: 0.432013, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 106, loss@min: 0.946782, loss@max: 1.358910, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000008, LT: 0.431996, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 107, loss@min: 0.946928, loss@max: 1.361289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000008, LT: 0.431948, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 108, loss@min: 0.946683, loss@max: 1.363315, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000008, LT: 0.431910, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 109, loss@min: 0.946104, loss@max: 1.362717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000008, LT: 0.431806, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 110, loss@min: 0.942901, loss@max: 1.360115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000008, LT: 0.431684, Top1S: 100.000000, Top1T: 89.371201 Train:epoch: 111, loss@min: 0.947953, loss@max: 1.357493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000008, LT: 0.431553, Top1S: 100.000000, Top1T: 89.452332Best acc: 89.452332 Train:epoch: 112, loss@min: 0.946733, loss@max: 1.358854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000008, LT: 0.431445, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 113, loss@min: 0.947147, loss@max: 1.354755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000008, LT: 0.431346, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 114, loss@min: 0.945877, loss@max: 1.357782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000008, LT: 0.431262, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 115, loss@min: 0.947378, loss@max: 1.360920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000008, LT: 0.431237, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 116, loss@min: 0.947258, loss@max: 1.356660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000008, LT: 0.431209, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 117, loss@min: 0.953293, loss@max: 1.362853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000008, LT: 0.431200, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 118, loss@min: 0.948663, loss@max: 1.354775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000008, LT: 0.431204, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 119, loss@min: 0.948705, loss@max: 1.358695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000008, LT: 0.431201, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 120, loss@min: 0.946846, loss@max: 1.357135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000008, LT: 0.431209, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 121, loss@min: 0.943604, loss@max: 1.361016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000008, LT: 0.431245, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 122, loss@min: 0.949712, loss@max: 1.361415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000008, LT: 0.431239, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 123, loss@min: 0.942918, loss@max: 1.358366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000008, LT: 0.431244, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 124, loss@min: 0.944111, loss@max: 1.358942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000008, LT: 0.431249, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 125, loss@min: 0.944435, loss@max: 1.359686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000008, LT: 0.431243, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 126, loss@min: 0.943362, loss@max: 1.361405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000008, LT: 0.431237, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 127, loss@min: 0.943532, loss@max: 1.359508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000008, LT: 0.431227, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 128, loss@min: 0.943374, loss@max: 1.359223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000008, LT: 0.431220, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 129, loss@min: 0.945425, loss@max: 1.362451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000008, LT: 0.431206, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 130, loss@min: 0.945595, loss@max: 1.358082, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000008, LT: 0.431199, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 131, loss@min: 0.959713, loss@max: 1.367091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000008, LT: 0.431234, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 132, loss@min: 0.949843, loss@max: 1.359328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000008, LT: 0.431268, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 133, loss@min: 0.946447, loss@max: 1.355761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000008, LT: 0.431295, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 134, loss@min: 0.948429, loss@max: 1.356324, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000008, LT: 0.431317, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 135, loss@min: 0.945670, loss@max: 1.357264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000008, LT: 0.431334, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 136, loss@min: 0.945189, loss@max: 1.357000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000008, LT: 0.431345, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 137, loss@min: 0.944500, loss@max: 1.360573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000008, LT: 0.431356, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 138, loss@min: 0.946396, loss@max: 1.356072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000008, LT: 0.431361, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 139, loss@min: 0.948709, loss@max: 1.358694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000008, LT: 0.431364, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 140, loss@min: 0.950391, loss@max: 1.358262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000008, LT: 0.431363, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 141, loss@min: 0.947759, loss@max: 1.363779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000008, LT: 0.431361, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 142, loss@min: 0.945878, loss@max: 1.360678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000008, LT: 0.431361, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 143, loss@min: 0.945803, loss@max: 1.356525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000008, LT: 0.431361, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 144, loss@min: 0.947553, loss@max: 1.366364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000008, LT: 0.431361, Top1S: 100.000000, Top1T: 89.452332 Train:epoch: 145, loss@min: 0.946785, loss@max: 1.354995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000008, LT: 0.431362, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 146, loss@min: 0.947363, loss@max: 1.356152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000008, LT: 0.431361, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 147, loss@min: 0.945067, loss@max: 1.356690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000008, LT: 0.431361, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 148, loss@min: 0.944889, loss@max: 1.357964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000008, LT: 0.431361, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 149, loss@min: 0.944869, loss@max: 1.358883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000008, LT: 0.431361, Top1S: 100.000000, Top1T: 89.411766 Train:epoch: 150, loss@min: 0.946970, loss@max: 1.356963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000008, LT: 0.431361, Top1S: 100.000000, Top1T: 89.411766 ------------------------------------------- Wed Aug 2 02:46:30 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\2shot\\\\", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 2 02:50:52 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.049624, loss@max: 1.023024, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.805907, loss@max: 1.117568, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.603350, loss@max: 1.193244, Top1S acc: 100.000000, Top1T acc: 90.500000 Train:epoch: 4, loss@min: 1.366224, loss@max: 1.234603, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 5, loss@min: 1.180553, loss@max: 1.264951, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 6, loss@min: 1.136165, loss@max: 1.318194, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 7, loss@min: 1.015032, loss@max: 1.330805, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 0.977083, loss@max: 1.347329, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.893819, loss@max: 1.354841, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 10, loss@min: 0.885908, loss@max: 1.366176, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.019567, loss@max: 1.406746, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.922800, loss@max: 1.381052, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.857944, loss@max: 1.345517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.857348, loss@max: 1.321618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.881631, loss@max: 1.311482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.947399, loss@max: 1.309826, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.968482, loss@max: 1.298755, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.000354, loss@max: 1.296184, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.022811, loss@max: 1.279559, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 1.011565, loss@max: 1.276531, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 1.007874, loss@max: 1.275789, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 1.017134, loss@max: 1.270149, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 1.024026, loss@max: 1.275460, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 24, loss@min: 0.966797, loss@max: 1.256839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.984267, loss@max: 1.266022, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.983638, loss@max: 1.280301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.994454, loss@max: 1.286583, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 28, loss@min: 0.992257, loss@max: 1.287580, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.955032, loss@max: 1.285197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.967358, loss@max: 1.307034, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 31, loss@min: 0.968056, loss@max: 1.318829, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.961006, loss@max: 1.326197, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.934224, loss@max: 1.320698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.955924, loss@max: 1.336085, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 35, loss@min: 0.947872, loss@max: 1.334918, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 36, loss@min: 0.937484, loss@max: 1.334239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.951220, loss@max: 1.345358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.945898, loss@max: 1.340704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.954886, loss@max: 1.344790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.965852, loss@max: 1.352215, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.936059, loss@max: 1.337684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.934673, loss@max: 1.345031, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.028538, loss@max: 1.367300, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.946718, loss@max: 1.341043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.974976, loss@max: 1.351016, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.951790, loss@max: 1.346391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.945791, loss@max: 1.343429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.947035, loss@max: 1.344515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945556, loss@max: 1.343012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.943335, loss@max: 1.348709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.948694, loss@max: 1.352917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.964783, loss@max: 1.359856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.963780, loss@max: 1.355586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.960873, loss@max: 1.352136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.952969, loss@max: 1.345143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.956709, loss@max: 1.351424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.946916, loss@max: 1.347014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.981976, loss@max: 1.368072, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.948070, loss@max: 1.361493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.945344, loss@max: 1.361463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.957341, loss@max: 1.363004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.951323, loss@max: 1.360773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.950444, loss@max: 1.356890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.958332, loss@max: 1.361171, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.949880, loss@max: 1.357718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.948914, loss@max: 1.353444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.947098, loss@max: 1.359102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.947204, loss@max: 1.360007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.946652, loss@max: 1.360574, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.958331, loss@max: 1.367187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.946057, loss@max: 1.361927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.942599, loss@max: 1.358966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.960405, loss@max: 1.367414, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.965976, loss@max: 1.368108, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 75, loss@min: 0.948258, loss@max: 1.360559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955435, loss@max: 1.363392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.963269, loss@max: 1.367959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.963405, loss@max: 1.364936, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.951654, loss@max: 1.363844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.968730, loss@max: 1.367101, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 80, LS: 0.000008, LT: 0.377228, Top1S: 100.000000, Top1T: 90.263695Best acc: 90.263695 Train:epoch: 81, loss@min: 0.955662, loss@max: 1.372135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000008, LT: 0.377777, Top1S: 100.000000, Top1T: 90.304260Best acc: 90.304260 Train:epoch: 82, loss@min: 0.951182, loss@max: 1.365070, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000008, LT: 0.378283, Top1S: 100.000000, Top1T: 90.263695 Train:epoch: 83, loss@min: 0.952946, loss@max: 1.364996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000008, LT: 0.378720, Top1S: 100.000000, Top1T: 90.304260 Train:epoch: 84, loss@min: 0.951294, loss@max: 1.363130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000008, LT: 0.379242, Top1S: 100.000000, Top1T: 90.304260 Train:epoch: 85, loss@min: 0.946046, loss@max: 1.361747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000008, LT: 0.379781, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 86, loss@min: 0.950784, loss@max: 1.361750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000008, LT: 0.380118, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 87, loss@min: 0.950208, loss@max: 1.362087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000008, LT: 0.380430, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 88, loss@min: 0.964397, loss@max: 1.367984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000008, LT: 0.380777, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 89, loss@min: 0.951978, loss@max: 1.364049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000008, LT: 0.380953, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 90, loss@min: 0.958690, loss@max: 1.369865, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 90, LS: 0.000008, LT: 0.381312, Top1S: 100.000000, Top1T: 90.263695 Train:epoch: 91, loss@min: 0.948807, loss@max: 1.364880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000008, LT: 0.381681, Top1S: 100.000000, Top1T: 90.263695 Train:epoch: 92, loss@min: 0.953581, loss@max: 1.367544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000008, LT: 0.381928, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 93, loss@min: 0.948799, loss@max: 1.366078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000008, LT: 0.382447, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 94, loss@min: 0.955353, loss@max: 1.365666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000008, LT: 0.382777, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 95, loss@min: 0.945381, loss@max: 1.362388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000008, LT: 0.383166, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 96, loss@min: 0.950519, loss@max: 1.362299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000008, LT: 0.383469, Top1S: 100.000000, Top1T: 90.141991 Train:epoch: 97, loss@min: 0.948388, loss@max: 1.361358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000008, LT: 0.383798, Top1S: 100.000000, Top1T: 90.141991 Train:epoch: 98, loss@min: 0.948689, loss@max: 1.358081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000008, LT: 0.384097, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 99, loss@min: 0.949750, loss@max: 1.358901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000008, LT: 0.384390, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 100, loss@min: 0.951777, loss@max: 1.361941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000008, LT: 0.384613, Top1S: 100.000000, Top1T: 90.141991 Train:epoch: 101, loss@min: 0.948886, loss@max: 1.360514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000008, LT: 0.384806, Top1S: 100.000000, Top1T: 90.101418 Train:epoch: 102, loss@min: 0.948915, loss@max: 1.363177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000008, LT: 0.384952, Top1S: 100.000000, Top1T: 90.101418 Train:epoch: 103, loss@min: 0.991985, loss@max: 1.382148, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 103, LS: 0.000008, LT: 0.384984, Top1S: 100.000000, Top1T: 90.101418 Train:epoch: 104, loss@min: 0.947028, loss@max: 1.358104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000008, LT: 0.384977, Top1S: 100.000000, Top1T: 90.101418 Train:epoch: 105, loss@min: 0.947485, loss@max: 1.363448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000008, LT: 0.384938, Top1S: 100.000000, Top1T: 90.141991 Train:epoch: 106, loss@min: 0.948923, loss@max: 1.360995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000008, LT: 0.384823, Top1S: 100.000000, Top1T: 90.141991 Train:epoch: 107, loss@min: 0.947114, loss@max: 1.360830, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000008, LT: 0.384706, Top1S: 100.000000, Top1T: 90.141991 Train:epoch: 108, loss@min: 0.947414, loss@max: 1.360804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000008, LT: 0.384598, Top1S: 100.000000, Top1T: 90.101418 Train:epoch: 109, loss@min: 0.946944, loss@max: 1.360895, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000008, LT: 0.384484, Top1S: 100.000000, Top1T: 90.141991 Train:epoch: 110, loss@min: 0.948056, loss@max: 1.358561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000008, LT: 0.384345, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 111, loss@min: 0.956539, loss@max: 1.370766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000008, LT: 0.384248, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 112, loss@min: 0.947806, loss@max: 1.362051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000008, LT: 0.384189, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 113, loss@min: 0.954359, loss@max: 1.365055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000008, LT: 0.384077, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 114, loss@min: 0.955953, loss@max: 1.368521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000008, LT: 0.384016, Top1S: 100.000000, Top1T: 90.141991 Train:epoch: 115, loss@min: 0.959568, loss@max: 1.373255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000008, LT: 0.383978, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 116, loss@min: 0.949311, loss@max: 1.361059, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000008, LT: 0.384005, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 117, loss@min: 0.951849, loss@max: 1.365479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000008, LT: 0.384008, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 118, loss@min: 0.947755, loss@max: 1.359704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000008, LT: 0.384048, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 119, loss@min: 0.978048, loss@max: 1.374370, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 119, LS: 0.000008, LT: 0.384030, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 120, loss@min: 0.945490, loss@max: 1.360958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000008, LT: 0.383988, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 121, loss@min: 0.950549, loss@max: 1.363078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000008, LT: 0.383930, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 122, loss@min: 0.950828, loss@max: 1.362690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000008, LT: 0.383912, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 123, loss@min: 0.952205, loss@max: 1.363875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000008, LT: 0.383875, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 124, loss@min: 0.951235, loss@max: 1.363072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000008, LT: 0.383885, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 125, loss@min: 0.991403, loss@max: 1.379099, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 125, LS: 0.000008, LT: 0.383866, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 126, loss@min: 0.949485, loss@max: 1.362007, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000008, LT: 0.383873, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 127, loss@min: 0.948746, loss@max: 1.359092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000008, LT: 0.383881, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 128, loss@min: 0.946762, loss@max: 1.364902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000008, LT: 0.383851, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 129, loss@min: 0.946225, loss@max: 1.360582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000008, LT: 0.383824, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 130, loss@min: 0.948169, loss@max: 1.364104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000008, LT: 0.383800, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 131, loss@min: 0.948451, loss@max: 1.357699, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000008, LT: 0.383798, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 132, loss@min: 0.946399, loss@max: 1.359536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000008, LT: 0.383784, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 133, loss@min: 0.947262, loss@max: 1.362420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000008, LT: 0.383781, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 134, loss@min: 0.950241, loss@max: 1.362974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000008, LT: 0.383793, Top1S: 100.000000, Top1T: 90.182556 Train:epoch: 135, loss@min: 0.955394, loss@max: 1.363572, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 135, LS: 0.000008, LT: 0.383788, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 136, loss@min: 0.946384, loss@max: 1.360867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000008, LT: 0.383782, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 137, loss@min: 0.960540, loss@max: 1.368955, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 137, LS: 0.000008, LT: 0.383784, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 138, loss@min: 0.955144, loss@max: 1.364117, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 138, LS: 0.000008, LT: 0.383802, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 139, loss@min: 0.948792, loss@max: 1.361418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000008, LT: 0.383813, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 140, loss@min: 0.948975, loss@max: 1.361629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000008, LT: 0.383821, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 141, loss@min: 0.952771, loss@max: 1.366153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000008, LT: 0.383826, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 142, loss@min: 0.952249, loss@max: 1.364357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000008, LT: 0.383828, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 143, loss@min: 0.958023, loss@max: 1.367032, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 143, LS: 0.000008, LT: 0.383831, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 144, loss@min: 0.952807, loss@max: 1.366595, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000008, LT: 0.383834, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 145, loss@min: 0.947142, loss@max: 1.363471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000008, LT: 0.383836, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 146, loss@min: 0.958549, loss@max: 1.364288, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 146, LS: 0.000008, LT: 0.383837, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 147, loss@min: 0.948510, loss@max: 1.365240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000008, LT: 0.383839, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 148, loss@min: 0.952222, loss@max: 1.365922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000008, LT: 0.383839, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 149, loss@min: 0.950329, loss@max: 1.361550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000008, LT: 0.383839, Top1S: 100.000000, Top1T: 90.223122 Train:epoch: 150, loss@min: 0.950378, loss@max: 1.363047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000008, LT: 0.383839, Top1S: 100.000000, Top1T: 90.223122 ------------------------------------------- Wed Aug 2 03:56:24 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 2 11:13:00 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.058627, loss@max: 1.117008, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 2, loss@min: 1.743884, loss@max: 1.255210, Top1S acc: 100.000000, Top1T acc: 87.109375 Train:epoch: 3, loss@min: 1.502417, loss@max: 1.312836, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 4, loss@min: 1.345443, loss@max: 1.371371, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 5, loss@min: 1.093882, loss@max: 1.357670, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 6, loss@min: 1.169845, loss@max: 1.405182, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 7, loss@min: 1.052970, loss@max: 1.372466, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 8, loss@min: 1.019979, loss@max: 1.343711, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 9, loss@min: 1.037838, loss@max: 1.309723, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 10, loss@min: 1.119270, loss@max: 1.300326, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 11, loss@min: 1.078613, loss@max: 1.263905, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 12, loss@min: 1.120271, loss@max: 1.272468, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 13, loss@min: 1.046000, loss@max: 1.237702, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 14, loss@min: 1.080956, loss@max: 1.256843, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 1.006643, loss@max: 1.248090, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 16, loss@min: 0.997557, loss@max: 1.250473, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 17, loss@min: 0.973842, loss@max: 1.256256, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 18, loss@min: 0.999804, loss@max: 1.275648, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 0.968147, loss@max: 1.281958, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 0.966758, loss@max: 1.290524, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 21, loss@min: 0.977208, loss@max: 1.296988, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.969157, loss@max: 1.299390, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.966133, loss@max: 1.290210, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.959745, loss@max: 1.291642, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 0.962984, loss@max: 1.303860, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.970422, loss@max: 1.310247, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 0.951891, loss@max: 1.309499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.957294, loss@max: 1.313429, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.991469, loss@max: 1.326096, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 30, loss@min: 0.984654, loss@max: 1.321847, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.956831, loss@max: 1.314877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.972103, loss@max: 1.336766, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 0.956839, loss@max: 1.321965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.959475, loss@max: 1.323541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968165, loss@max: 1.333186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.980753, loss@max: 1.339938, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 37, loss@min: 0.958636, loss@max: 1.344249, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.948167, loss@max: 1.335615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.955971, loss@max: 1.343306, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 0.972880, loss@max: 1.350354, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 0.956191, loss@max: 1.344469, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.944710, loss@max: 1.339730, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.956179, loss@max: 1.343374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.958343, loss@max: 1.347368, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 0.959666, loss@max: 1.350766, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.953510, loss@max: 1.348479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.983113, loss@max: 1.350944, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.954618, loss@max: 1.350597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.950293, loss@max: 1.350039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.993470, loss@max: 1.359235, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 0.952539, loss@max: 1.347459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.949136, loss@max: 1.353326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.949582, loss@max: 1.354129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.952080, loss@max: 1.353726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.946741, loss@max: 1.347981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.960055, loss@max: 1.362836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.947860, loss@max: 1.353813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.957899, loss@max: 1.361360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.954761, loss@max: 1.360248, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 60, loss@min: 0.966508, loss@max: 1.365976, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.951352, loss@max: 1.363198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.976904, loss@max: 1.374735, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.948431, loss@max: 1.358707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.948765, loss@max: 1.360016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.953881, loss@max: 1.360315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.953109, loss@max: 1.360306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.950310, loss@max: 1.360112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.962999, loss@max: 1.363666, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 0.950408, loss@max: 1.361050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.959265, loss@max: 1.369135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.949724, loss@max: 1.360313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953847, loss@max: 1.365514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.953745, loss@max: 1.362247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.954196, loss@max: 1.364605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.968495, loss@max: 1.372968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.950501, loss@max: 1.364767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.965971, loss@max: 1.371847, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.953092, loss@max: 1.363381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.951137, loss@max: 1.359828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.948661, loss@max: 1.359835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000007, LT: 0.303810, Top1S: 100.000000, Top1T: 91.683571Best acc: 91.683571 Train:epoch: 81, loss@min: 0.960003, loss@max: 1.363650, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 81, LS: 0.000007, LT: 0.303561, Top1S: 100.000000, Top1T: 91.683571 Train:epoch: 82, loss@min: 0.948763, loss@max: 1.366473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000007, LT: 0.303715, Top1S: 100.000000, Top1T: 91.724136Best acc: 91.724136 Train:epoch: 83, loss@min: 0.952922, loss@max: 1.367430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000007, LT: 0.304256, Top1S: 100.000000, Top1T: 91.683571 Train:epoch: 84, loss@min: 0.947534, loss@max: 1.358974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000007, LT: 0.304031, Top1S: 100.000000, Top1T: 91.764709Best acc: 91.764709 Train:epoch: 85, loss@min: 0.949248, loss@max: 1.360824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000007, LT: 0.303714, Top1S: 100.000000, Top1T: 91.724136 Train:epoch: 86, loss@min: 0.961965, loss@max: 1.363615, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 86, LS: 0.000007, LT: 0.303899, Top1S: 100.000000, Top1T: 91.724136 Train:epoch: 87, loss@min: 0.951063, loss@max: 1.356786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000007, LT: 0.303995, Top1S: 100.000000, Top1T: 91.643005 Train:epoch: 88, loss@min: 0.968736, loss@max: 1.373033, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 88, LS: 0.000007, LT: 0.304294, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 89, loss@min: 0.951242, loss@max: 1.364626, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000007, LT: 0.304905, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 90, loss@min: 0.956771, loss@max: 1.369530, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000007, LT: 0.305520, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 91, loss@min: 0.948953, loss@max: 1.362914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000007, LT: 0.306253, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 92, loss@min: 0.953898, loss@max: 1.364171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000007, LT: 0.306817, Top1S: 100.000000, Top1T: 91.724136 Train:epoch: 93, loss@min: 0.948075, loss@max: 1.358802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000007, LT: 0.307237, Top1S: 100.000000, Top1T: 91.724136 Train:epoch: 94, loss@min: 0.954049, loss@max: 1.364754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000007, LT: 0.307660, Top1S: 100.000000, Top1T: 91.805275Best acc: 91.805275 Train:epoch: 95, loss@min: 0.957202, loss@max: 1.369514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000007, LT: 0.308228, Top1S: 100.000000, Top1T: 91.805275 Train:epoch: 96, loss@min: 0.961825, loss@max: 1.369363, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 0.000007, LT: 0.308876, Top1S: 100.000000, Top1T: 91.683571 Train:epoch: 97, loss@min: 0.946316, loss@max: 1.358999, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000007, LT: 0.309298, Top1S: 100.000000, Top1T: 91.724136 Train:epoch: 98, loss@min: 0.950588, loss@max: 1.365554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000007, LT: 0.309619, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 99, loss@min: 0.958948, loss@max: 1.370222, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 99, LS: 0.000007, LT: 0.309528, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 100, loss@min: 0.959783, loss@max: 1.366385, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 0.000007, LT: 0.309378, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 101, loss@min: 0.950332, loss@max: 1.362408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000007, LT: 0.309164, Top1S: 100.000000, Top1T: 91.683571 Train:epoch: 102, loss@min: 0.951102, loss@max: 1.362107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000007, LT: 0.308846, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 103, loss@min: 0.952522, loss@max: 1.364853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000007, LT: 0.308631, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 104, loss@min: 0.954353, loss@max: 1.366027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000007, LT: 0.308482, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 105, loss@min: 0.948079, loss@max: 1.362263, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000007, LT: 0.308338, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 106, loss@min: 0.951430, loss@max: 1.365858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000007, LT: 0.308216, Top1S: 100.000000, Top1T: 91.521301 Train:epoch: 107, loss@min: 0.961693, loss@max: 1.372943, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000007, LT: 0.308110, Top1S: 100.000000, Top1T: 91.561867 Train:epoch: 108, loss@min: 0.958102, loss@max: 1.367172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000007, LT: 0.308062, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 109, loss@min: 0.951232, loss@max: 1.363513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000007, LT: 0.308125, Top1S: 100.000000, Top1T: 91.643005 Train:epoch: 110, loss@min: 0.953141, loss@max: 1.364058, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000007, LT: 0.308214, Top1S: 100.000000, Top1T: 91.643005 Train:epoch: 111, loss@min: 0.947563, loss@max: 1.360727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000007, LT: 0.308310, Top1S: 100.000000, Top1T: 91.643005 Train:epoch: 112, loss@min: 0.954797, loss@max: 1.367221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000007, LT: 0.308604, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 113, loss@min: 0.950949, loss@max: 1.363290, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000007, LT: 0.308984, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 114, loss@min: 0.948419, loss@max: 1.362321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000007, LT: 0.309289, Top1S: 100.000000, Top1T: 91.561867 Train:epoch: 115, loss@min: 0.949340, loss@max: 1.364304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000007, LT: 0.309505, Top1S: 100.000000, Top1T: 91.521301 Train:epoch: 116, loss@min: 0.950885, loss@max: 1.367310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000007, LT: 0.309730, Top1S: 100.000000, Top1T: 91.521301 Train:epoch: 117, loss@min: 0.948526, loss@max: 1.361715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000007, LT: 0.309745, Top1S: 100.000000, Top1T: 91.521301 Train:epoch: 118, loss@min: 0.952913, loss@max: 1.365604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000007, LT: 0.309795, Top1S: 100.000000, Top1T: 91.561867 Train:epoch: 119, loss@min: 0.958835, loss@max: 1.367698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000007, LT: 0.309640, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 120, loss@min: 0.959104, loss@max: 1.369401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000007, LT: 0.309437, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 121, loss@min: 0.948097, loss@max: 1.361639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000007, LT: 0.309266, Top1S: 100.000000, Top1T: 91.643005 Train:epoch: 122, loss@min: 0.961265, loss@max: 1.370867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000007, LT: 0.309154, Top1S: 100.000000, Top1T: 91.724136 Train:epoch: 123, loss@min: 0.947650, loss@max: 1.360793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000007, LT: 0.309218, Top1S: 100.000000, Top1T: 91.724136 Train:epoch: 124, loss@min: 0.951627, loss@max: 1.365765, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000007, LT: 0.309227, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 125, loss@min: 0.948739, loss@max: 1.362693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000007, LT: 0.309219, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 126, loss@min: 0.959769, loss@max: 1.369662, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 126, LS: 0.000007, LT: 0.309237, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 127, loss@min: 0.949987, loss@max: 1.362705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000007, LT: 0.309172, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 128, loss@min: 0.946650, loss@max: 1.360654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000007, LT: 0.309039, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 129, loss@min: 0.960796, loss@max: 1.368333, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 129, LS: 0.000007, LT: 0.308914, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 130, loss@min: 0.952600, loss@max: 1.365359, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000007, LT: 0.308792, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 131, loss@min: 0.956252, loss@max: 1.369043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000007, LT: 0.308699, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 132, loss@min: 0.951860, loss@max: 1.363871, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000007, LT: 0.308624, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 133, loss@min: 0.946033, loss@max: 1.361537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000007, LT: 0.308574, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 134, loss@min: 0.957635, loss@max: 1.364926, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 134, LS: 0.000007, LT: 0.308550, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 135, loss@min: 0.951129, loss@max: 1.363465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000007, LT: 0.308525, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 136, loss@min: 0.948269, loss@max: 1.364478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000007, LT: 0.308481, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 137, loss@min: 0.949589, loss@max: 1.363459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000007, LT: 0.308403, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 138, loss@min: 0.948762, loss@max: 1.359192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000007, LT: 0.308344, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 139, loss@min: 0.949113, loss@max: 1.362713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000007, LT: 0.308316, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 140, loss@min: 0.954557, loss@max: 1.365533, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000007, LT: 0.308299, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 141, loss@min: 0.949850, loss@max: 1.362391, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000007, LT: 0.308289, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 142, loss@min: 0.950410, loss@max: 1.361849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000007, LT: 0.308285, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 143, loss@min: 0.951657, loss@max: 1.364415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000007, LT: 0.308284, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 144, loss@min: 0.948259, loss@max: 1.362068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000007, LT: 0.308281, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 145, loss@min: 0.956748, loss@max: 1.369729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000007, LT: 0.308279, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 146, loss@min: 0.948287, loss@max: 1.362221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000007, LT: 0.308277, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 147, loss@min: 0.951526, loss@max: 1.365808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000007, LT: 0.308276, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 148, loss@min: 0.950546, loss@max: 1.363851, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000007, LT: 0.308275, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 149, loss@min: 0.953915, loss@max: 1.363406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000007, LT: 0.308275, Top1S: 100.000000, Top1T: 91.764709 Train:epoch: 150, loss@min: 0.952286, loss@max: 1.364958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000007, LT: 0.308275, Top1S: 100.000000, Top1T: 91.764709 ------------------------------------------- Wed Aug 2 12:25:14 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 2 13:26:51 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.004960, loss@max: 1.292006, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 2, loss@min: 1.471664, loss@max: 1.357621, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 3, loss@min: 1.379104, loss@max: 1.404615, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 4, loss@min: 1.251309, loss@max: 1.358920, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 5, loss@min: 1.255376, loss@max: 1.326862, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 6, loss@min: 1.227787, loss@max: 1.283235, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 7, loss@min: 1.244131, loss@max: 1.278534, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 8, loss@min: 1.108240, loss@max: 1.246693, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 9, loss@min: 1.207213, loss@max: 1.287897, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 10, loss@min: 1.106002, loss@max: 1.270201, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 11, loss@min: 1.130469, loss@max: 1.284044, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 12, loss@min: 0.997673, loss@max: 1.257788, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 1.056155, loss@max: 1.274033, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 14, loss@min: 1.040871, loss@max: 1.273384, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 15, loss@min: 1.019715, loss@max: 1.277664, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 16, loss@min: 1.002991, loss@max: 1.284160, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.059032, loss@max: 1.305017, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 18, loss@min: 1.015233, loss@max: 1.293597, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 19, loss@min: 1.012414, loss@max: 1.290505, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 20, loss@min: 1.030365, loss@max: 1.310351, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 21, loss@min: 1.005887, loss@max: 1.309834, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.066837, loss@max: 1.331546, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 1.013986, loss@max: 1.316820, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 24, loss@min: 0.963749, loss@max: 1.297872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.002665, loss@max: 1.323572, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.985652, loss@max: 1.324438, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 0.977435, loss@max: 1.315089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.952190, loss@max: 1.316215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.963955, loss@max: 1.328753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.965451, loss@max: 1.325619, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.020641, loss@max: 1.345851, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 32, loss@min: 0.975734, loss@max: 1.340871, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 1.012459, loss@max: 1.357173, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 34, loss@min: 0.997787, loss@max: 1.351269, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.997490, loss@max: 1.350032, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 36, loss@min: 0.971940, loss@max: 1.345833, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.948324, loss@max: 1.337121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.968240, loss@max: 1.344064, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 0.957727, loss@max: 1.348305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.968282, loss@max: 1.356043, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 0.964885, loss@max: 1.350646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.963329, loss@max: 1.352332, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 0.979317, loss@max: 1.353614, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 0.967929, loss@max: 1.359225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.959706, loss@max: 1.363731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.983207, loss@max: 1.379084, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.973399, loss@max: 1.366389, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.965651, loss@max: 1.374605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.013342, loss@max: 1.388396, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 50, loss@min: 0.954085, loss@max: 1.353809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.998761, loss@max: 1.383623, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 52, loss@min: 0.961848, loss@max: 1.365953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.971759, loss@max: 1.359785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.003600, loss@max: 1.384856, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 55, loss@min: 0.954949, loss@max: 1.376242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.962748, loss@max: 1.363735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.964009, loss@max: 1.368246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.995710, loss@max: 1.387326, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 59, loss@min: 0.945459, loss@max: 1.369570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.984803, loss@max: 1.392326, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.963906, loss@max: 1.362470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.021387, loss@max: 1.390289, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 63, loss@min: 0.992450, loss@max: 1.389259, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 64, loss@min: 0.951752, loss@max: 1.385996, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 65, loss@min: 1.002453, loss@max: 1.381192, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 66, loss@min: 0.986483, loss@max: 1.378691, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 67, loss@min: 0.989402, loss@max: 1.398862, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 68, loss@min: 0.950464, loss@max: 1.367614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.959447, loss@max: 1.368946, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 1.000342, loss@max: 1.376468, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 71, loss@min: 0.956960, loss@max: 1.366699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.972878, loss@max: 1.381944, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 0.959581, loss@max: 1.371421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.971476, loss@max: 1.367951, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 75, loss@min: 0.963279, loss@max: 1.375330, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 76, loss@min: 0.970365, loss@max: 1.377144, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 77, loss@min: 0.977013, loss@max: 1.383842, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.977723, loss@max: 1.372876, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 0.989970, loss@max: 1.379252, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 80, loss@min: 0.960175, loss@max: 1.362908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000008, LT: 0.313686, Top1S: 100.000000, Top1T: 91.845840Best acc: 91.845840 Train:epoch: 81, loss@min: 0.955095, loss@max: 1.368794, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000008, LT: 0.310841, Top1S: 100.000000, Top1T: 91.967545Best acc: 91.967545 Train:epoch: 82, loss@min: 0.969544, loss@max: 1.379113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000008, LT: 0.309086, Top1S: 100.000000, Top1T: 91.967545 Train:epoch: 83, loss@min: 0.961916, loss@max: 1.378428, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 0.000008, LT: 0.305839, Top1S: 100.000000, Top1T: 92.008118Best acc: 92.008118 Train:epoch: 84, loss@min: 0.944716, loss@max: 1.372813, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000008, LT: 0.303723, Top1S: 100.000000, Top1T: 92.089249Best acc: 92.089249 Train:epoch: 85, loss@min: 0.963947, loss@max: 1.378023, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 85, LS: 0.000008, LT: 0.303480, Top1S: 100.000000, Top1T: 92.129814Best acc: 92.129814 Train:epoch: 86, loss@min: 0.966312, loss@max: 1.372802, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 86, LS: 0.000008, LT: 0.304107, Top1S: 100.000000, Top1T: 92.170387Best acc: 92.170387 Train:epoch: 87, loss@min: 0.982412, loss@max: 1.373684, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 87, LS: 0.000008, LT: 0.304413, Top1S: 100.000000, Top1T: 92.210953Best acc: 92.210953 Train:epoch: 88, loss@min: 0.951685, loss@max: 1.371738, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000008, LT: 0.305573, Top1S: 100.000000, Top1T: 92.251518Best acc: 92.251518 Train:epoch: 89, loss@min: 0.965308, loss@max: 1.366611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000008, LT: 0.306528, Top1S: 100.000000, Top1T: 92.210953 Train:epoch: 90, loss@min: 0.961081, loss@max: 1.365057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000008, LT: 0.307233, Top1S: 100.000000, Top1T: 92.251518 Train:epoch: 91, loss@min: 0.987995, loss@max: 1.386680, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 91, LS: 0.000008, LT: 0.307399, Top1S: 100.000000, Top1T: 92.332657Best acc: 92.332657 Train:epoch: 92, loss@min: 0.950563, loss@max: 1.368548, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000008, LT: 0.306093, Top1S: 100.000000, Top1T: 92.292091 Train:epoch: 93, loss@min: 0.953906, loss@max: 1.369290, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000007, LT: 0.306500, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 94, loss@min: 0.952167, loss@max: 1.362703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000007, LT: 0.308055, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 95, loss@min: 0.954617, loss@max: 1.370837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000007, LT: 0.309575, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 96, loss@min: 0.962566, loss@max: 1.374561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000007, LT: 0.310647, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 97, loss@min: 0.958212, loss@max: 1.368081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000007, LT: 0.311079, Top1S: 100.000000, Top1T: 92.170387 Train:epoch: 98, loss@min: 0.953171, loss@max: 1.360934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000007, LT: 0.311459, Top1S: 100.000000, Top1T: 92.210953 Train:epoch: 99, loss@min: 0.948868, loss@max: 1.365302, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000007, LT: 0.311932, Top1S: 100.000000, Top1T: 92.210953 Train:epoch: 100, loss@min: 0.953252, loss@max: 1.370748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000007, LT: 0.311731, Top1S: 100.000000, Top1T: 92.332657 Train:epoch: 101, loss@min: 0.978057, loss@max: 1.373201, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 101, LS: 0.000007, LT: 0.311192, Top1S: 100.000000, Top1T: 92.251518 Train:epoch: 102, loss@min: 0.957930, loss@max: 1.374107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000007, LT: 0.310819, Top1S: 100.000000, Top1T: 92.332657 Train:epoch: 103, loss@min: 0.945644, loss@max: 1.364962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000007, LT: 0.310232, Top1S: 100.000000, Top1T: 92.332657 Train:epoch: 104, loss@min: 0.947350, loss@max: 1.364884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000007, LT: 0.309817, Top1S: 100.000000, Top1T: 92.170387 Train:epoch: 105, loss@min: 0.958174, loss@max: 1.368217, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000007, LT: 0.309022, Top1S: 100.000000, Top1T: 92.210953 Train:epoch: 106, loss@min: 0.982398, loss@max: 1.379040, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 106, LS: 0.000007, LT: 0.308585, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 107, loss@min: 0.962887, loss@max: 1.367955, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 107, LS: 0.000007, LT: 0.308613, Top1S: 100.000000, Top1T: 92.170387 Train:epoch: 108, loss@min: 0.953678, loss@max: 1.364222, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000007, LT: 0.308465, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 109, loss@min: 0.954513, loss@max: 1.366344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000007, LT: 0.308217, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 110, loss@min: 0.979699, loss@max: 1.380516, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 110, LS: 0.000007, LT: 0.308018, Top1S: 100.000000, Top1T: 92.170387 Train:epoch: 111, loss@min: 0.950383, loss@max: 1.365412, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000007, LT: 0.307845, Top1S: 100.000000, Top1T: 92.251518 Train:epoch: 112, loss@min: 0.947741, loss@max: 1.371632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000007, LT: 0.307836, Top1S: 100.000000, Top1T: 92.251518 Train:epoch: 113, loss@min: 0.959946, loss@max: 1.371086, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 113, LS: 0.000007, LT: 0.307689, Top1S: 100.000000, Top1T: 92.170387 Train:epoch: 114, loss@min: 0.962446, loss@max: 1.372878, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 114, LS: 0.000007, LT: 0.307432, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 115, loss@min: 0.950841, loss@max: 1.364020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000007, LT: 0.307504, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 116, loss@min: 0.953289, loss@max: 1.364709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000007, LT: 0.307782, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 117, loss@min: 0.957003, loss@max: 1.367187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000007, LT: 0.308086, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 118, loss@min: 0.948589, loss@max: 1.366430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000007, LT: 0.308040, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 119, loss@min: 0.953038, loss@max: 1.367866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000007, LT: 0.307884, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 120, loss@min: 0.948076, loss@max: 1.369195, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000007, LT: 0.307696, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 121, loss@min: 0.954347, loss@max: 1.365404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000007, LT: 0.307802, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 122, loss@min: 0.954222, loss@max: 1.362946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000007, LT: 0.307895, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 123, loss@min: 0.955374, loss@max: 1.367264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000007, LT: 0.307925, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 124, loss@min: 0.958011, loss@max: 1.372787, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000007, LT: 0.308003, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 125, loss@min: 0.947434, loss@max: 1.363145, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000007, LT: 0.308067, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 126, loss@min: 0.951885, loss@max: 1.365457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000007, LT: 0.308248, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 127, loss@min: 0.976460, loss@max: 1.374557, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 0.000007, LT: 0.308336, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 128, loss@min: 0.952944, loss@max: 1.364151, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000007, LT: 0.308351, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 129, loss@min: 0.954972, loss@max: 1.370309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000007, LT: 0.308314, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 130, loss@min: 0.961060, loss@max: 1.368568, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 130, LS: 0.000007, LT: 0.308342, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 131, loss@min: 0.949677, loss@max: 1.364004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000007, LT: 0.308416, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 132, loss@min: 0.957444, loss@max: 1.366571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000007, LT: 0.308408, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 133, loss@min: 0.959874, loss@max: 1.365717, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 133, LS: 0.000007, LT: 0.308367, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 134, loss@min: 0.968784, loss@max: 1.372594, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 134, LS: 0.000007, LT: 0.308507, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 135, loss@min: 0.948568, loss@max: 1.365372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000007, LT: 0.308708, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 136, loss@min: 0.949828, loss@max: 1.365700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000007, LT: 0.308865, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 137, loss@min: 0.949941, loss@max: 1.362385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000007, LT: 0.308934, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 138, loss@min: 0.946943, loss@max: 1.363296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000007, LT: 0.308913, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 139, loss@min: 0.950677, loss@max: 1.359799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000007, LT: 0.308907, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 140, loss@min: 0.955792, loss@max: 1.367203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000007, LT: 0.308920, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 141, loss@min: 0.957186, loss@max: 1.369815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000007, LT: 0.308925, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 142, loss@min: 0.950619, loss@max: 1.368617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000007, LT: 0.308917, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 143, loss@min: 0.965514, loss@max: 1.375369, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 0.000007, LT: 0.308922, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 144, loss@min: 0.954936, loss@max: 1.361973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000007, LT: 0.308922, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 145, loss@min: 0.961750, loss@max: 1.371504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000007, LT: 0.308923, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 146, loss@min: 0.958994, loss@max: 1.368559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000007, LT: 0.308926, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 147, loss@min: 0.953576, loss@max: 1.366102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000007, LT: 0.308932, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 148, loss@min: 0.950378, loss@max: 1.361287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000007, LT: 0.308936, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 149, loss@min: 0.951377, loss@max: 1.363234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000007, LT: 0.308937, Top1S: 100.000000, Top1T: 92.129814 Train:epoch: 150, loss@min: 0.951981, loss@max: 1.366805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000007, LT: 0.308937, Top1S: 100.000000, Top1T: 92.129814 ------------------------------------------- Wed Aug 2 18:50:18 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 2 21:13:30 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.713388, loss@max: 1.386020, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 2, loss@min: 1.297235, loss@max: 1.382486, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 3, loss@min: 1.517956, loss@max: 1.366373, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 4, loss@min: 1.316324, loss@max: 1.245478, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 5, loss@min: 1.238372, loss@max: 1.248591, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 6, loss@min: 1.223068, loss@max: 1.270095, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 7, loss@min: 1.284953, loss@max: 1.294239, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 8, loss@min: 1.094604, loss@max: 1.254119, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 9, loss@min: 1.140198, loss@max: 1.264623, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 10, loss@min: 1.010400, loss@max: 1.237541, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 11, loss@min: 1.045991, loss@max: 1.248944, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 12, loss@min: 1.091333, loss@max: 1.280291, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 13, loss@min: 1.036362, loss@max: 1.266853, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 14, loss@min: 1.084299, loss@max: 1.289159, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 15, loss@min: 1.057575, loss@max: 1.282691, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 16, loss@min: 0.987355, loss@max: 1.265461, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.091253, loss@max: 1.300400, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 18, loss@min: 0.948046, loss@max: 1.255074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.999327, loss@max: 1.291524, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 0.970873, loss@max: 1.284432, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 21, loss@min: 1.031494, loss@max: 1.298909, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 22, loss@min: 0.969326, loss@max: 1.297461, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 0.963371, loss@max: 1.289845, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.991607, loss@max: 1.307312, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 25, loss@min: 0.991390, loss@max: 1.310702, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 26, loss@min: 1.002344, loss@max: 1.309011, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 27, loss@min: 1.001498, loss@max: 1.336289, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 28, loss@min: 0.971627, loss@max: 1.301399, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.961242, loss@max: 1.325947, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.982738, loss@max: 1.325475, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.984578, loss@max: 1.346195, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 32, loss@min: 0.947956, loss@max: 1.335655, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.967607, loss@max: 1.328609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.028073, loss@max: 1.354639, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 35, loss@min: 0.986276, loss@max: 1.346375, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 36, loss@min: 0.971584, loss@max: 1.335599, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 1.009009, loss@max: 1.362809, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 38, loss@min: 0.971002, loss@max: 1.341855, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 0.957797, loss@max: 1.353977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.960970, loss@max: 1.342115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.995469, loss@max: 1.352921, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 42, loss@min: 0.946300, loss@max: 1.338043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.979564, loss@max: 1.361290, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 0.996217, loss@max: 1.373559, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 45, loss@min: 0.976532, loss@max: 1.352509, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.967693, loss@max: 1.362170, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.948893, loss@max: 1.369027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.976634, loss@max: 1.375154, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 49, loss@min: 0.984250, loss@max: 1.371331, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 0.976923, loss@max: 1.367031, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 51, loss@min: 0.957583, loss@max: 1.358252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.977407, loss@max: 1.366997, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 0.960077, loss@max: 1.363299, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 0.973711, loss@max: 1.372531, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 55, loss@min: 1.002493, loss@max: 1.371802, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 56, loss@min: 0.952660, loss@max: 1.363259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.955298, loss@max: 1.357571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.948767, loss@max: 1.373060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.952653, loss@max: 1.365102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.952017, loss@max: 1.362477, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.951662, loss@max: 1.371112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954373, loss@max: 1.354533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.961359, loss@max: 1.360818, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 0.956961, loss@max: 1.361785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.976652, loss@max: 1.373543, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 0.973256, loss@max: 1.364750, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 67, loss@min: 0.949266, loss@max: 1.374082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.951410, loss@max: 1.362381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947780, loss@max: 1.371424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.959561, loss@max: 1.355053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.950607, loss@max: 1.360997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.956741, loss@max: 1.356986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.950718, loss@max: 1.364892, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.957979, loss@max: 1.370273, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 75, loss@min: 0.945125, loss@max: 1.363440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.954924, loss@max: 1.362921, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 77, loss@min: 0.945109, loss@max: 1.363044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.954269, loss@max: 1.360435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.953097, loss@max: 1.374199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.979914, loss@max: 1.373681, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 80, LS: 0.000007, LT: 0.281314, Top1S: 100.000000, Top1T: 93.103447Best acc: 93.103447 Train:epoch: 81, loss@min: 0.948401, loss@max: 1.363688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000007, LT: 0.281103, Top1S: 100.000000, Top1T: 93.144020Best acc: 93.144020 Train:epoch: 82, loss@min: 0.970772, loss@max: 1.367251, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.000007, LT: 0.281401, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 83, loss@min: 0.945251, loss@max: 1.358738, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000007, LT: 0.281894, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 84, loss@min: 0.952208, loss@max: 1.366850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000007, LT: 0.281356, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 85, loss@min: 0.947534, loss@max: 1.358403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000007, LT: 0.278254, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 86, loss@min: 0.964818, loss@max: 1.372873, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 86, LS: 0.000007, LT: 0.278076, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 87, loss@min: 0.956233, loss@max: 1.360708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000007, LT: 0.278748, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 88, loss@min: 0.950980, loss@max: 1.365441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000007, LT: 0.280357, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 89, loss@min: 0.952205, loss@max: 1.360251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000007, LT: 0.281715, Top1S: 100.000000, Top1T: 93.225151Best acc: 93.225151 Train:epoch: 90, loss@min: 0.947812, loss@max: 1.360798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000007, LT: 0.282261, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 91, loss@min: 0.949391, loss@max: 1.366647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000007, LT: 0.283316, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 92, loss@min: 0.950476, loss@max: 1.360525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000007, LT: 0.283547, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 93, loss@min: 0.963796, loss@max: 1.373869, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 0.000007, LT: 0.282456, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 94, loss@min: 0.953867, loss@max: 1.367228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000007, LT: 0.280484, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 95, loss@min: 0.947389, loss@max: 1.360471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000007, LT: 0.279580, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 96, loss@min: 0.951450, loss@max: 1.361676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000007, LT: 0.280488, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 97, loss@min: 0.961025, loss@max: 1.367605, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 97, LS: 0.000007, LT: 0.282625, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 98, loss@min: 0.949783, loss@max: 1.361737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000007, LT: 0.285224, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 99, loss@min: 0.951979, loss@max: 1.360862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000007, LT: 0.286112, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 100, loss@min: 0.962950, loss@max: 1.375447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000007, LT: 0.286115, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 101, loss@min: 0.946506, loss@max: 1.359569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000007, LT: 0.284760, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 102, loss@min: 0.956919, loss@max: 1.366147, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 0.000007, LT: 0.284321, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 103, loss@min: 0.949059, loss@max: 1.366634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000007, LT: 0.284586, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 104, loss@min: 0.947115, loss@max: 1.358322, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000007, LT: 0.284523, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 105, loss@min: 0.948354, loss@max: 1.362021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000007, LT: 0.284141, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 106, loss@min: 0.962214, loss@max: 1.369403, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 106, LS: 0.000007, LT: 0.284612, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 107, loss@min: 0.945899, loss@max: 1.363156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000007, LT: 0.285645, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 108, loss@min: 0.948935, loss@max: 1.359806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000007, LT: 0.286640, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 109, loss@min: 0.951111, loss@max: 1.363248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000007, LT: 0.287293, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 110, loss@min: 0.947391, loss@max: 1.359656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000007, LT: 0.287440, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 111, loss@min: 0.949722, loss@max: 1.357897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000007, LT: 0.287288, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 112, loss@min: 0.982758, loss@max: 1.375626, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 112, LS: 0.000007, LT: 0.286744, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 113, loss@min: 0.951039, loss@max: 1.363465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000007, LT: 0.285950, Top1S: 100.000000, Top1T: 93.265724Best acc: 93.265724 Train:epoch: 114, loss@min: 0.947384, loss@max: 1.363261, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Aug 3 00:02:11 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.165093, loss@max: 1.323836, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 2, loss@min: 1.057741, loss@max: 1.752764, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 3, loss@min: 1.432530, loss@max: 1.443353, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 4, loss@min: 1.183230, loss@max: 1.464590, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 5, loss@min: 1.022853, loss@max: 1.475478, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 6, loss@min: 1.065437, loss@max: 1.374145, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 7, loss@min: 1.080649, loss@max: 1.418049, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 1.008985, loss@max: 1.348190, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 9, loss@min: 1.048225, loss@max: 1.492298, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 1.047007, loss@max: 1.412495, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 1.013742, loss@max: 1.453039, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 1.044027, loss@max: 1.462351, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 0.982334, loss@max: 1.534167, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.118464, loss@max: 1.530617, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 0.992535, loss@max: 1.565382, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.060299, loss@max: 1.492069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.088942, loss@max: 1.559515, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 1.067336, loss@max: 1.525073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.022202, loss@max: 1.553704, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 1.024081, loss@max: 1.570704, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.093821, loss@max: 1.572160, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.043441, loss@max: 1.511615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.980421, loss@max: 1.535079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.995708, loss@max: 1.567203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.032142, loss@max: 1.476960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.994416, loss@max: 1.542546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.061470, loss@max: 1.540046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.021329, loss@max: 1.510127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.979660, loss@max: 1.510045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.035848, loss@max: 1.467960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.999565, loss@max: 1.506910, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 0.999098, loss@max: 1.440683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.036143, loss@max: 1.392922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.009601, loss@max: 1.481138, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.980501, loss@max: 1.457623, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 36, loss@min: 0.988698, loss@max: 1.465781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.065990, loss@max: 1.476282, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 0.999656, loss@max: 1.445260, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 0.992137, loss@max: 1.476163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.010958, loss@max: 1.478676, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 0.994751, loss@max: 1.507136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.994490, loss@max: 1.450960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.995809, loss@max: 1.471842, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 0.996609, loss@max: 1.465694, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 0.984459, loss@max: 1.437983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.974144, loss@max: 1.457080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.960893, loss@max: 1.506634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.018862, loss@max: 1.435675, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 1.010160, loss@max: 1.445767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.975113, loss@max: 1.469772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.017171, loss@max: 1.433045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.970725, loss@max: 1.533263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.995429, loss@max: 1.459956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.999823, loss@max: 1.456668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.994915, loss@max: 1.476100, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 56, loss@min: 1.006654, loss@max: 1.415968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.954783, loss@max: 1.487582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.975570, loss@max: 1.431665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.967697, loss@max: 1.449039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.983871, loss@max: 1.419800, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.950174, loss@max: 1.458224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.978999, loss@max: 1.430585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.989412, loss@max: 1.429368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.952857, loss@max: 1.461961, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.982916, loss@max: 1.430889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.991519, loss@max: 1.404059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.951733, loss@max: 1.444979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.974296, loss@max: 1.414200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.972035, loss@max: 1.398584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.958386, loss@max: 1.450876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.970988, loss@max: 1.422982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.972053, loss@max: 1.425329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.956745, loss@max: 1.412136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.970140, loss@max: 1.421850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.965191, loss@max: 1.394286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.942685, loss@max: 1.410896, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.950232, loss@max: 1.401228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.949346, loss@max: 1.405968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.942768, loss@max: 1.422636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.970183, loss@max: 1.407068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000006, LT: 0.248074, Top1S: 100.000000, Top1T: 93.509125Best acc: 93.509125 Train:epoch: 81, loss@min: 0.964473, loss@max: 1.393239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000005, LT: 0.249739, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 82, loss@min: 0.976187, loss@max: 1.380129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000005, LT: 0.247417, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 83, loss@min: 0.959715, loss@max: 1.377763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000005, LT: 0.248786, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 84, loss@min: 0.956786, loss@max: 1.388219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000005, LT: 0.248673, Top1S: 100.000000, Top1T: 93.630829Best acc: 93.630829 Train:epoch: 85, loss@min: 0.956348, loss@max: 1.385603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000005, LT: 0.249387, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 86, loss@min: 0.957475, loss@max: 1.402678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000005, LT: 0.250305, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 87, loss@min: 0.957829, loss@max: 1.380186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000005, LT: 0.250275, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 88, loss@min: 0.943513, loss@max: 1.389464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000005, LT: 0.250010, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 89, loss@min: 0.953037, loss@max: 1.390751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000005, LT: 0.250370, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 90, loss@min: 0.949608, loss@max: 1.379405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000005, LT: 0.252028, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 91, loss@min: 0.952166, loss@max: 1.379706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000005, LT: 0.254965, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 92, loss@min: 0.951110, loss@max: 1.378582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000005, LT: 0.256897, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 93, loss@min: 0.952639, loss@max: 1.380052, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000005, LT: 0.254933, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 94, loss@min: 0.933610, loss@max: 1.399393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000005, LT: 0.253575, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 95, loss@min: 0.964217, loss@max: 1.359477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000005, LT: 0.252140, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 96, loss@min: 0.947854, loss@max: 1.383495, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000005, LT: 0.252745, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 97, loss@min: 0.949992, loss@max: 1.392439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000005, LT: 0.255277, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 98, loss@min: 0.954816, loss@max: 1.370223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000005, LT: 0.258620, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 99, loss@min: 0.952929, loss@max: 1.372687, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000005, LT: 0.258452, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 100, loss@min: 0.955265, loss@max: 1.382264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000005, LT: 0.257540, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 101, loss@min: 0.951679, loss@max: 1.371937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000005, LT: 0.256630, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 102, loss@min: 0.949540, loss@max: 1.371746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000005, LT: 0.256085, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 103, loss@min: 0.961295, loss@max: 1.364421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000005, LT: 0.256459, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 104, loss@min: 0.949113, loss@max: 1.370828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000005, LT: 0.256060, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 105, loss@min: 0.945092, loss@max: 1.376964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000005, LT: 0.256008, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 106, loss@min: 0.956124, loss@max: 1.369694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000005, LT: 0.254970, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 107, loss@min: 0.952721, loss@max: 1.365414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000005, LT: 0.255662, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 108, loss@min: 0.950023, loss@max: 1.369629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000005, LT: 0.256898, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 109, loss@min: 0.944491, loss@max: 1.375483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000005, LT: 0.257976, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 110, loss@min: 0.947278, loss@max: 1.371921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000005, LT: 0.258878, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 111, loss@min: 0.948478, loss@max: 1.368611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000005, LT: 0.258921, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 112, loss@min: 0.966689, loss@max: 1.380467, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 112, LS: 0.000005, LT: 0.258397, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 113, loss@min: 0.947445, loss@max: 1.372778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000005, LT: 0.258346, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 114, loss@min: 0.946948, loss@max: 1.371553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000005, LT: 0.258754, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 115, loss@min: 0.950202, loss@max: 1.376523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000005, LT: 0.259466, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 116, loss@min: 0.950160, loss@max: 1.364564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000005, LT: 0.259448, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 117, loss@min: 0.952913, loss@max: 1.365596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000005, LT: 0.258927, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 118, loss@min: 0.947870, loss@max: 1.377032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000005, LT: 0.259449, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 119, loss@min: 0.958089, loss@max: 1.365203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000005, LT: 0.259707, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 120, loss@min: 0.951600, loss@max: 1.361499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000005, LT: 0.259617, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 121, loss@min: 0.946734, loss@max: 1.367518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000005, LT: 0.260113, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 122, loss@min: 0.950573, loss@max: 1.362579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000005, LT: 0.260318, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 123, loss@min: 0.954358, loss@max: 1.369884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000005, LT: 0.260643, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 124, loss@min: 0.949289, loss@max: 1.367379, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000005, LT: 0.261214, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 125, loss@min: 0.950193, loss@max: 1.370456, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000005, LT: 0.261851, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 126, loss@min: 0.954924, loss@max: 1.363806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000005, LT: 0.261893, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 127, loss@min: 0.946149, loss@max: 1.370642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000005, LT: 0.262008, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 128, loss@min: 0.952074, loss@max: 1.366801, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000005, LT: 0.262320, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 129, loss@min: 0.950553, loss@max: 1.373591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000005, LT: 0.262435, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 130, loss@min: 0.943677, loss@max: 1.368328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000005, LT: 0.262045, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 131, loss@min: 0.957119, loss@max: 1.371676, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 131, LS: 0.000005, LT: 0.261924, Top1S: 100.000000, Top1T: 93.711967Best acc: 93.711967 Train:epoch: 132, loss@min: 0.950197, loss@max: 1.369285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000005, LT: 0.261710, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 133, loss@min: 0.955367, loss@max: 1.365631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000005, LT: 0.261957, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 134, loss@min: 0.943614, loss@max: 1.372385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000005, LT: 0.262364, Top1S: 100.000000, Top1T: 93.711967{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Thu Aug 3 01:07:55 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.165093, loss@max: 1.323836, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 2, loss@min: 1.057741, loss@max: 1.752764, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 3, loss@min: 1.432530, loss@max: 1.443353, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 4, loss@min: 1.183230, loss@max: 1.464590, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 5, loss@min: 1.022853, loss@max: 1.475478, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 6, loss@min: 1.065437, loss@max: 1.374145, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 7, loss@min: 1.080649, loss@max: 1.418049, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 1.008985, loss@max: 1.348190, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 9, loss@min: 1.048225, loss@max: 1.492298, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 1.047007, loss@max: 1.412495, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 1.013742, loss@max: 1.453039, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 1.044027, loss@max: 1.462351, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 0.982334, loss@max: 1.534167, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.118464, loss@max: 1.530617, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 0.992535, loss@max: 1.565382, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.060299, loss@max: 1.492069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.088942, loss@max: 1.559515, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 1.067336, loss@max: 1.525073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.022202, loss@max: 1.553704, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 1.024081, loss@max: 1.570704, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.093821, loss@max: 1.572160, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.043441, loss@max: 1.511615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.980421, loss@max: 1.535079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.995708, loss@max: 1.567203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.032142, loss@max: 1.476960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.994416, loss@max: 1.542546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.061470, loss@max: 1.540046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.021329, loss@max: 1.510127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.979660, loss@max: 1.510045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.035848, loss@max: 1.467960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.000007, LT: 0.242302, Top1S: 100.000000, Top1T: 93.022316Best acc: 93.022316 Train:epoch: 31, loss@min: 0.999565, loss@max: 1.506910, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 31, LS: 0.000006, LT: 0.238972, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 32, loss@min: 1.003085, loss@max: 1.442029, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 32, LS: 0.000006, LT: 0.240378, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 33, loss@min: 1.037700, loss@max: 1.393374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.000006, LT: 0.239539, Top1S: 100.000000, Top1T: 93.062881Best acc: 93.062881 Train:epoch: 34, loss@min: 1.011031, loss@max: 1.479526, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 34, LS: 0.000007, LT: 0.237289, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 35, loss@min: 0.982592, loss@max: 1.457168, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 35, LS: 0.000006, LT: 0.245204, Top1S: 100.000000, Top1T: 92.941177 Train:epoch: 36, loss@min: 0.990866, loss@max: 1.466112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.000006, LT: 0.239537, Top1S: 100.000000, Top1T: 93.225151Best acc: 93.225151 Train:epoch: 37, loss@min: 1.063818, loss@max: 1.473317, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 37, LS: 0.000006, LT: 0.241727, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 38, loss@min: 0.993923, loss@max: 1.447546, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 38, LS: 0.000006, LT: 0.244585, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 39, loss@min: 0.989764, loss@max: 1.464266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.000006, LT: 0.248944, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 40, loss@min: 1.010002, loss@max: 1.475125, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 40, LS: 0.000006, LT: 0.250024, Top1S: 100.000000, Top1T: 92.819473 Train:epoch: 41, loss@min: 0.995822, loss@max: 1.507148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.000006, LT: 0.245099, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 42, loss@min: 0.993724, loss@max: 1.449961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.000006, LT: 0.247379, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 43, loss@min: 0.995286, loss@max: 1.467408, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 43, LS: 0.000006, LT: 0.237414, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 44, loss@min: 0.991954, loss@max: 1.465809, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 44, LS: 0.000006, LT: 0.246505, Top1S: 100.000000, Top1T: 93.265724Best acc: 93.265724 Train:epoch: 45, loss@min: 0.981123, loss@max: 1.437475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.000006, LT: 0.241228, Top1S: 100.000000, Top1T: 93.427994Best acc: 93.427994 Train:epoch: 46, loss@min: 0.977890, loss@max: 1.454064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.000007, LT: 0.244237, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 47, loss@min: 0.957377, loss@max: 1.504858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.000007, LT: 0.241722, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 48, loss@min: 1.020482, loss@max: 1.430032, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 48, LS: 0.000006, LT: 0.244195, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 49, loss@min: 1.017099, loss@max: 1.443000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.000006, LT: 0.245397, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 50, loss@min: 0.977566, loss@max: 1.471397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000006, LT: 0.246401, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 51, loss@min: 1.018285, loss@max: 1.431802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.000006, LT: 0.242304, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 52, loss@min: 0.967242, loss@max: 1.531223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.000006, LT: 0.246110, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 53, loss@min: 0.997609, loss@max: 1.459557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000006, LT: 0.243004, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 54, loss@min: 0.998567, loss@max: 1.456795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.000005, LT: 0.242052, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 55, loss@min: 1.000791, loss@max: 1.461845, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 55, LS: 0.000006, LT: 0.245447, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 56, loss@min: 1.006470, loss@max: 1.415534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.000006, LT: 0.245092, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 57, loss@min: 0.953680, loss@max: 1.489753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000006, LT: 0.245492, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 58, loss@min: 0.972269, loss@max: 1.436790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000006, LT: 0.249424, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 59, loss@min: 0.975371, loss@max: 1.441579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000006, LT: 0.246730, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 60, loss@min: 0.985059, loss@max: 1.420083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000006, LT: 0.246435, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 61, loss@min: 0.952989, loss@max: 1.453060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000008, LT: 0.244429, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 62, loss@min: 0.975611, loss@max: 1.436863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000006, LT: 0.241521, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 63, loss@min: 0.991606, loss@max: 1.430759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000010, LT: 0.240735, Top1S: 100.000000, Top1T: 93.468559Best acc: 93.468559 Train:epoch: 64, loss@min: 0.951059, loss@max: 1.461229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000006, LT: 0.245901, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 65, loss@min: 0.985381, loss@max: 1.432565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000006, LT: 0.249175, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 66, loss@min: 0.990532, loss@max: 1.404089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000006, LT: 0.249553, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 67, loss@min: 0.949227, loss@max: 1.448534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000006, LT: 0.247645, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 68, loss@min: 0.969672, loss@max: 1.418182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000008, LT: 0.245676, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 69, loss@min: 0.976623, loss@max: 1.396957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000007, LT: 0.246348, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 70, loss@min: 0.963771, loss@max: 1.445207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000007, LT: 0.243772, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 71, loss@min: 0.969192, loss@max: 1.427447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000005, LT: 0.248447, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 72, loss@min: 0.972069, loss@max: 1.420068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000006, LT: 0.246166, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 73, loss@min: 0.957884, loss@max: 1.415295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000005, LT: 0.246379, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 74, loss@min: 0.967487, loss@max: 1.423317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000006, LT: 0.244070, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 75, loss@min: 0.966655, loss@max: 1.391953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000005, LT: 0.247302, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 76, loss@min: 0.941095, loss@max: 1.411280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000006, LT: 0.246515, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 77, loss@min: 0.951185, loss@max: 1.401268, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000005, LT: 0.246688, Top1S: 100.000000, Top1T: 93.509125Best acc: 93.509125 Train:epoch: 78, loss@min: 0.947553, loss@max: 1.408784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000005, LT: 0.245463, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 79, loss@min: 0.942851, loss@max: 1.421034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000005, LT: 0.246937, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 80, loss@min: 0.970599, loss@max: 1.408541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000005, LT: 0.248556, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 81, loss@min: 0.963258, loss@max: 1.393335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000005, LT: 0.249976, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 82, loss@min: 0.974881, loss@max: 1.382770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000005, LT: 0.248008, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 83, loss@min: 0.961288, loss@max: 1.376194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000005, LT: 0.249431, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 84, loss@min: 0.956832, loss@max: 1.387257, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000005, LT: 0.248847, Top1S: 100.000000, Top1T: 93.590263Best acc: 93.590263 Train:epoch: 85, loss@min: 0.955309, loss@max: 1.385406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000005, LT: 0.249797, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 86, loss@min: 0.958470, loss@max: 1.399698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000005, LT: 0.250677, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 87, loss@min: 0.958853, loss@max: 1.379031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000005, LT: 0.250570, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 88, loss@min: 0.941332, loss@max: 1.391453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000005, LT: 0.250298, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 89, loss@min: 0.953027, loss@max: 1.387266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000005, LT: 0.250857, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 90, loss@min: 0.948865, loss@max: 1.379164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000005, LT: 0.252241, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 91, loss@min: 0.952080, loss@max: 1.379362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000005, LT: 0.255477, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 92, loss@min: 0.952464, loss@max: 1.378229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000005, LT: 0.257275, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 93, loss@min: 0.954692, loss@max: 1.376042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000005, LT: 0.255683, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 94, loss@min: 0.934148, loss@max: 1.398732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000005, LT: 0.254204, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 95, loss@min: 0.966413, loss@max: 1.357869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000005, LT: 0.252741, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 96, loss@min: 0.948743, loss@max: 1.382474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000005, LT: 0.253388, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 97, loss@min: 0.949041, loss@max: 1.392284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000005, LT: 0.255859, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 98, loss@min: 0.953750, loss@max: 1.371143, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000005, LT: 0.259181, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 99, loss@min: 0.954239, loss@max: 1.371504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000005, LT: 0.258961, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 100, loss@min: 0.956770, loss@max: 1.381716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000005, LT: 0.257994, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 101, loss@min: 0.952211, loss@max: 1.372534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000005, LT: 0.257096, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 102, loss@min: 0.949772, loss@max: 1.371853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000005, LT: 0.256612, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 103, loss@min: 0.961418, loss@max: 1.364601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000005, LT: 0.256884, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 104, loss@min: 0.948005, loss@max: 1.372326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000005, LT: 0.256437, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 105, loss@min: 0.943978, loss@max: 1.378193, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000005, LT: 0.256392, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 106, loss@min: 0.956932, loss@max: 1.368856, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000005, LT: 0.255423, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 107, loss@min: 0.952515, loss@max: 1.365629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000005, LT: 0.256068, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 108, loss@min: 0.949541, loss@max: 1.370448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000005, LT: 0.257256, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 109, loss@min: 0.944667, loss@max: 1.375049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000005, LT: 0.258284, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 110, loss@min: 0.949040, loss@max: 1.370301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000005, LT: 0.259148, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 111, loss@min: 0.948020, loss@max: 1.369207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000005, LT: 0.259213, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 112, loss@min: 0.964655, loss@max: 1.383185, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 112, LS: 0.000005, LT: 0.258666, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 113, loss@min: 0.948583, loss@max: 1.371507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000005, LT: 0.258630, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 114, loss@min: 0.946007, loss@max: 1.372613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000005, LT: 0.259052, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 115, loss@min: 0.949254, loss@max: 1.377048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000005, LT: 0.259664, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 116, loss@min: 0.950344, loss@max: 1.364461, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000005, LT: 0.259678, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 117, loss@min: 0.952360, loss@max: 1.366117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000005, LT: 0.259280, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 118, loss@min: 0.947487, loss@max: 1.377386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000005, LT: 0.259777, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 119, loss@min: 0.958610, loss@max: 1.364586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000005, LT: 0.259970, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 120, loss@min: 0.951149, loss@max: 1.361840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000005, LT: 0.259896, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 121, loss@min: 0.946513, loss@max: 1.367735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000005, LT: 0.260398, Top1S: 100.000000, Top1T: 93.671402Best acc: 93.671402 Train:epoch: 122, loss@min: 0.949565, loss@max: 1.363552, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000005, LT: 0.260600, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 123, loss@min: 0.955118, loss@max: 1.369083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000005, LT: 0.260921, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 124, loss@min: 0.950185, loss@max: 1.366398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000005, LT: 0.261469, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 125, loss@min: 0.950105, loss@max: 1.370619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000005, LT: 0.262124, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 126, loss@min: 0.954365, loss@max: 1.364506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000005, LT: 0.262198, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 127, loss@min: 0.945719, loss@max: 1.371103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000005, LT: 0.262320, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 128, loss@min: 0.951592, loss@max: 1.367327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000005, LT: 0.262626, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 129, loss@min: 0.951772, loss@max: 1.372576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000005, LT: 0.262728, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 130, loss@min: 0.942290, loss@max: 1.369750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000005, LT: 0.262339, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 131, loss@min: 0.957711, loss@max: 1.371073, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 131, LS: 0.000005, LT: 0.262212, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 132, loss@min: 0.951176, loss@max: 1.368326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000005, LT: 0.261996, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 133, loss@min: 0.956180, loss@max: 1.364896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000005, LT: 0.262234, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 134, loss@min: 0.943619, loss@max: 1.372601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000005, LT: 0.262638, Top1S: 100.000000, Top1T: 93.711967Best acc: 93.711967 Train:epoch: 135, loss@min: 0.952317, loss@max: 1.365913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000005, LT: 0.262756, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 136, loss@min: 0.952888, loss@max: 1.365124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000005, LT: 0.262755, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 137, loss@min: 0.958854, loss@max: 1.372404, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 137, LS: 0.000005, LT: 0.262731, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 138, loss@min: 0.955799, loss@max: 1.369172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000005, LT: 0.262681, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 139, loss@min: 0.948748, loss@max: 1.368466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000005, LT: 0.262634, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 140, loss@min: 0.949531, loss@max: 1.363501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000005, LT: 0.262668, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 141, loss@min: 0.945195, loss@max: 1.368464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000005, LT: 0.262712, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 142, loss@min: 0.956130, loss@max: 1.368612, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 142, LS: 0.000005, LT: 0.262698, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 143, loss@min: 0.949823, loss@max: 1.365973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000005, LT: 0.262664, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 144, loss@min: 0.950436, loss@max: 1.365934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000005, LT: 0.262687, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 145, loss@min: 0.947544, loss@max: 1.370512, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000005, LT: 0.262704, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 146, loss@min: 0.968518, loss@max: 1.369498, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 146, LS: 0.000005, LT: 0.262707, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 147, loss@min: 0.952318, loss@max: 1.361433, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000005, LT: 0.262715, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 148, loss@min: 0.977425, loss@max: 1.373328, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 148, LS: 0.000005, LT: 0.262716, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 149, loss@min: 0.942915, loss@max: 1.370314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000005, LT: 0.262715, Top1S: 100.000000, Top1T: 93.711967 Train:epoch: 150, loss@min: 0.947549, loss@max: 1.363697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000005, LT: 0.262715, Top1S: 100.000000, Top1T: 93.711967 ------------------------------------------- Thu Aug 3 03:15:33 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Aug 3 07:32:24 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.469897, loss@max: 1.500395, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 2, loss@min: 1.250468, loss@max: 1.519447, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 3, loss@min: 1.375046, loss@max: 1.319062, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 4, loss@min: 0.996006, loss@max: 1.373422, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 5, loss@min: 0.990822, loss@max: 1.342726, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 6, loss@min: 0.999948, loss@max: 1.294049, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 7, loss@min: 0.963967, loss@max: 1.357463, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 8, loss@min: 1.021942, loss@max: 1.252597, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 9, loss@min: 1.008334, loss@max: 1.387702, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 0.992525, loss@max: 1.294063, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 0.938787, loss@max: 1.361044, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 12, loss@min: 1.012316, loss@max: 1.282161, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 13, loss@min: 0.925976, loss@max: 1.381601, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.041684, loss@max: 1.392680, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 0.988058, loss@max: 1.341570, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 0.984056, loss@max: 1.365183, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.990853, loss@max: 1.371466, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 18, loss@min: 0.961604, loss@max: 1.367663, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.952453, loss@max: 1.340891, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 0.953687, loss@max: 1.375336, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 0.988861, loss@max: 1.331484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.947971, loss@max: 1.393155, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 1.009938, loss@max: 1.311650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.995614, loss@max: 1.363436, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 25, loss@min: 0.991491, loss@max: 1.412326, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 1.031587, loss@max: 1.415744, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.992073, loss@max: 1.426724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.004039, loss@max: 1.379780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.979283, loss@max: 1.411874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.989191, loss@max: 1.373109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.993067, loss@max: 1.382081, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 0.980064, loss@max: 1.357349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.958836, loss@max: 1.405325, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 1.004083, loss@max: 1.375672, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 35, loss@min: 0.956951, loss@max: 1.410301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.983707, loss@max: 1.400490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.005407, loss@max: 1.427026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.002850, loss@max: 1.478036, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 0.990660, loss@max: 1.443815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.989387, loss@max: 1.432445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.019500, loss@max: 1.447262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.960992, loss@max: 1.441466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.003603, loss@max: 1.423062, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 0.947960, loss@max: 1.418252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.940063, loss@max: 1.415650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.989574, loss@max: 1.388686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.936877, loss@max: 1.439604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.980189, loss@max: 1.387505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945282, loss@max: 1.437093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.994146, loss@max: 1.374417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.986440, loss@max: 1.425032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.954223, loss@max: 1.435676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.993907, loss@max: 1.381748, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.934667, loss@max: 1.444375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.980840, loss@max: 1.391636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.953079, loss@max: 1.389832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.959864, loss@max: 1.395048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.963348, loss@max: 1.387394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953869, loss@max: 1.392106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.973087, loss@max: 1.372557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.930331, loss@max: 1.402313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.970919, loss@max: 1.368498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.939214, loss@max: 1.383248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.956052, loss@max: 1.372296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.955808, loss@max: 1.378479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.963927, loss@max: 1.374420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.940030, loss@max: 1.397878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.964820, loss@max: 1.367089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947901, loss@max: 1.382565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.950889, loss@max: 1.379305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.948686, loss@max: 1.376042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.958242, loss@max: 1.418393, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.961836, loss@max: 1.380587, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.945351, loss@max: 1.386396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.937239, loss@max: 1.385004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.952531, loss@max: 1.373599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.950929, loss@max: 1.370212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.944378, loss@max: 1.377173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.947160, loss@max: 1.373452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955199, loss@max: 1.368249, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.946850, loss@max: 1.374522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.952255, loss@max: 1.371377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.954015, loss@max: 1.360065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.947974, loss@max: 1.366627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.954680, loss@max: 1.365910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.941030, loss@max: 1.379808, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.957035, loss@max: 1.356000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.950807, loss@max: 1.362327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.944159, loss@max: 1.367924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.951698, loss@max: 1.358702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.949999, loss@max: 1.361134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.947046, loss@max: 1.363623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.944538, loss@max: 1.365194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.941668, loss@max: 1.367713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.954926, loss@max: 1.358158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.940809, loss@max: 1.368579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.951441, loss@max: 1.363170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.945512, loss@max: 1.361622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.948649, loss@max: 1.359087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.943409, loss@max: 1.368184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000004, LT: 0.279024, Top1S: 100.000000, Top1T: 93.144020Best acc: 93.144020 Train:epoch: 101, loss@min: 0.947371, loss@max: 1.357337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000004, LT: 0.275648, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 102, loss@min: 0.946204, loss@max: 1.359843, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000004, LT: 0.275246, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 103, loss@min: 0.944623, loss@max: 1.365276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000004, LT: 0.275763, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 104, loss@min: 0.947046, loss@max: 1.359173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000004, LT: 0.274498, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 105, loss@min: 0.947656, loss@max: 1.356872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000004, LT: 0.274199, Top1S: 100.000000, Top1T: 93.225151Best acc: 93.225151 Train:epoch: 106, loss@min: 0.941332, loss@max: 1.363086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000003, LT: 0.274719, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 107, loss@min: 0.946304, loss@max: 1.358876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000003, LT: 0.275526, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 108, loss@min: 0.944163, loss@max: 1.359425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000004, LT: 0.277055, Top1S: 100.000000, Top1T: 93.387421Best acc: 93.387421 Train:epoch: 109, loss@min: 0.942278, loss@max: 1.363193, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000004, LT: 0.278215, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 110, loss@min: 0.943172, loss@max: 1.360552, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000003, LT: 0.279173, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 111, loss@min: 0.946836, loss@max: 1.356680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000004, LT: 0.278920, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 112, loss@min: 0.955889, loss@max: 1.367221, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 112, LS: 0.000004, LT: 0.278735, Top1S: 100.000000, Top1T: 93.468559Best acc: 93.468559 Train:epoch: 113, loss@min: 0.945717, loss@max: 1.361434, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000004, LT: 0.279420, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 114, loss@min: 0.946595, loss@max: 1.356751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000003, LT: 0.281307, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 115, loss@min: 0.945968, loss@max: 1.359689, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000004, LT: 0.282630, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 116, loss@min: 0.941142, loss@max: 1.362339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000003, LT: 0.283656, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 117, loss@min: 0.948490, loss@max: 1.356409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000003, LT: 0.283891, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 118, loss@min: 0.948307, loss@max: 1.357199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000004, LT: 0.284405, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 119, loss@min: 0.943363, loss@max: 1.360564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000003, LT: 0.284347, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 120, loss@min: 0.942888, loss@max: 1.359579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000004, LT: 0.284451, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 121, loss@min: 0.942424, loss@max: 1.361024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000004, LT: 0.285052, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 122, loss@min: 0.945562, loss@max: 1.357962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000004, LT: 0.285528, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 123, loss@min: 0.947404, loss@max: 1.358692, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000004, LT: 0.285714, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 124, loss@min: 0.942344, loss@max: 1.360180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000004, LT: 0.286037, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 125, loss@min: 0.941297, loss@max: 1.364299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000003, LT: 0.286391, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 126, loss@min: 0.948550, loss@max: 1.355669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000004, LT: 0.286546, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 127, loss@min: 0.947450, loss@max: 1.355684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000004, LT: 0.286554, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 128, loss@min: 0.950473, loss@max: 1.355979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000003, LT: 0.286658, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 129, loss@min: 0.946138, loss@max: 1.356829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000003, LT: 0.286650, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 130, loss@min: 0.944509, loss@max: 1.358642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000003, LT: 0.286149, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 131, loss@min: 0.943161, loss@max: 1.360054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000004, LT: 0.286229, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 132, loss@min: 0.945933, loss@max: 1.359584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000004, LT: 0.286155, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 133, loss@min: 0.942362, loss@max: 1.360749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000004, LT: 0.286648, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 134, loss@min: 0.944493, loss@max: 1.359686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000004, LT: 0.287472, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 135, loss@min: 0.945085, loss@max: 1.357632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000004, LT: 0.287734, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 136, loss@min: 0.944650, loss@max: 1.359212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000004, LT: 0.287837, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 137, loss@min: 0.943104, loss@max: 1.360600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000004, LT: 0.288016, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 138, loss@min: 0.946344, loss@max: 1.359362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000004, LT: 0.288067, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 139, loss@min: 0.943477, loss@max: 1.361962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000004, LT: 0.288105, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 140, loss@min: 0.943008, loss@max: 1.359394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000004, LT: 0.288231, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 141, loss@min: 0.948740, loss@max: 1.353359, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000004, LT: 0.288307, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 142, loss@min: 0.953171, loss@max: 1.355052, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000004, LT: 0.288328, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 143, loss@min: 0.945509, loss@max: 1.358063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000004, LT: 0.288243, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 144, loss@min: 0.945879, loss@max: 1.357432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000004, LT: 0.288255, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 145, loss@min: 0.942851, loss@max: 1.360578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000004, LT: 0.288267, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 146, loss@min: 0.956053, loss@max: 1.359888, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000004, LT: 0.288245, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 147, loss@min: 0.946719, loss@max: 1.355388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000004, LT: 0.288230, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 148, loss@min: 0.969247, loss@max: 1.364462, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 148, LS: 0.000004, LT: 0.288224, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 149, loss@min: 0.943267, loss@max: 1.358712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000004, LT: 0.288222, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 150, loss@min: 0.947299, loss@max: 1.354862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000004, LT: 0.288222, Top1S: 100.000000, Top1T: 93.265724 ------------------------------------------- Thu Aug 3 09:08:47 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Aug 3 09:18:03 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.872602, loss@max: 3.942155, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 2, loss@min: 2.186965, loss@max: 5.737861, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 3, loss@min: 2.980286, loss@max: 3.842068, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 4, loss@min: 2.582720, loss@max: 3.741882, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 5, loss@min: 1.889782, loss@max: 3.977792, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 6, loss@min: 1.958260, loss@max: 3.453487, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 7, loss@min: 2.211723, loss@max: 3.250188, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 8, loss@min: 1.891591, loss@max: 3.375870, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.894295, loss@max: 3.424305, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 10, loss@min: 2.167973, loss@max: 2.984520, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.734294, loss@max: 3.304238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.790758, loss@max: 2.513942, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 13, loss@min: 1.156798, loss@max: 3.279727, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.868561, loss@max: 3.003021, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 15, loss@min: 1.578052, loss@max: 3.189916, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.591965, loss@max: 3.137503, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 1.775263, loss@max: 2.842285, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 18, loss@min: 1.532705, loss@max: 3.263110, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 1.762640, loss@max: 2.625470, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 20, loss@min: 1.368729, loss@max: 2.601167, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.541395, loss@max: 2.626356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.647804, loss@max: 2.376374, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 1.318177, loss@max: 2.514279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.410597, loss@max: 2.330768, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 1.177444, loss@max: 2.353834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.228814, loss@max: 2.278908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.407348, loss@max: 2.091337, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.230952, loss@max: 2.443410, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 29, loss@min: 1.401119, loss@max: 2.336567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.253890, loss@max: 2.380224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.299580, loss@max: 2.429615, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 1.234570, loss@max: 2.112423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.219436, loss@max: 2.297588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.303601, loss@max: 2.034244, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 1.381235, loss@max: 2.164827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.201546, loss@max: 2.399682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.589071, loss@max: 2.147222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.335702, loss@max: 2.321333, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.235398, loss@max: 2.208295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.432400, loss@max: 2.334233, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 1.284123, loss@max: 2.506286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.316500, loss@max: 2.255683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.176566, loss@max: 2.202913, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 1.230444, loss@max: 1.994862, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 1.157372, loss@max: 2.054298, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.148706, loss@max: 2.206995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.259644, loss@max: 2.231067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.259378, loss@max: 2.091304, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 1.427524, loss@max: 2.070925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.373889, loss@max: 1.861378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.072441, loss@max: 2.253398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.159991, loss@max: 1.830719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.095300, loss@max: 2.005062, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 1.192964, loss@max: 1.955825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.107347, loss@max: 2.037252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.096486, loss@max: 1.876985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.084029, loss@max: 1.858497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.315476, loss@max: 1.780733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.223877, loss@max: 1.672305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.126702, loss@max: 1.880281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.046692, loss@max: 1.972922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.161468, loss@max: 1.783783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.217184, loss@max: 1.771487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.052971, loss@max: 1.825223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.160277, loss@max: 1.697775, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.166364, loss@max: 1.788798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.058849, loss@max: 1.738502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.115268, loss@max: 1.678437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.052891, loss@max: 1.640463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.068858, loss@max: 1.586989, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.010944, loss@max: 1.600522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.025934, loss@max: 1.505046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.020936, loss@max: 1.580123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.065919, loss@max: 1.552107, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.047080, loss@max: 1.469965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.084389, loss@max: 1.531233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.917964, loss@max: 1.573370, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.028839, loss@max: 1.486031, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.015856, loss@max: 1.507567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.005776, loss@max: 1.512088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.999715, loss@max: 1.506239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.036246, loss@max: 1.461437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.986247, loss@max: 1.476684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.982295, loss@max: 1.492759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.987369, loss@max: 1.427471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.000501, loss@max: 1.458199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.961588, loss@max: 1.469375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.002348, loss@max: 1.444966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.990544, loss@max: 1.432549, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.981062, loss@max: 1.457134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.975209, loss@max: 1.448956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.932456, loss@max: 1.469756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.977771, loss@max: 1.425540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.924404, loss@max: 1.470072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.992885, loss@max: 1.378833, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.960237, loss@max: 1.446299, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 97, loss@min: 0.978127, loss@max: 1.443008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.959649, loss@max: 1.418038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.981378, loss@max: 1.405426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.973544, loss@max: 1.417098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000002, LT: 0.277483, Top1S: 100.000000, Top1T: 92.941177Best acc: 92.941177 Train:epoch: 101, loss@min: 0.985691, loss@max: 1.389913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000002, LT: 0.275501, Top1S: 100.000000, Top1T: 92.981743Best acc: 92.981743 Train:epoch: 102, loss@min: 0.954856, loss@max: 1.424351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000002, LT: 0.275657, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 103, loss@min: 0.981424, loss@max: 1.395921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000002, LT: 0.278171, Top1S: 100.000000, Top1T: 92.900612 Train:epoch: 104, loss@min: 0.948175, loss@max: 1.432118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000002, LT: 0.277169, Top1S: 100.000000, Top1T: 93.103447Best acc: 93.103447 Train:epoch: 105, loss@min: 0.956593, loss@max: 1.405441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000002, LT: 0.276920, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 106, loss@min: 0.972095, loss@max: 1.393125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000002, LT: 0.275996, Top1S: 100.000000, Top1T: 93.184586Best acc: 93.184586 Train:epoch: 107, loss@min: 0.948420, loss@max: 1.409606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000002, LT: 0.276219, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 108, loss@min: 0.949290, loss@max: 1.400198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000002, LT: 0.277855, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 109, loss@min: 0.963395, loss@max: 1.396353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000002, LT: 0.279626, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 110, loss@min: 0.968696, loss@max: 1.376035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000002, LT: 0.279822, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 111, loss@min: 0.937407, loss@max: 1.407923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000002, LT: 0.279409, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 112, loss@min: 0.985664, loss@max: 1.381325, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 112, LS: 0.000002, LT: 0.279304, Top1S: 100.000000, Top1T: 92.981743 Train:epoch: 113, loss@min: 0.947578, loss@max: 1.394388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000002, LT: 0.278435, Top1S: 100.000000, Top1T: 93.022316 Train:epoch: 114, loss@min: 0.944727, loss@max: 1.399742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000002, LT: 0.278513, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 115, loss@min: 0.968516, loss@max: 1.388229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000002, LT: 0.279063, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 116, loss@min: 0.966745, loss@max: 1.369315, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000002, LT: 0.278545, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 117, loss@min: 0.961033, loss@max: 1.379201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000002, LT: 0.277230, Top1S: 100.000000, Top1T: 93.062881 Train:epoch: 118, loss@min: 0.951504, loss@max: 1.398535, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Aug 3 10:02:19 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.818982, loss@max: 1.894203, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 2, loss@min: 1.877730, loss@max: 1.498276, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 3, loss@min: 1.282723, loss@max: 1.753401, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 4, loss@min: 1.117536, loss@max: 1.676227, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 5, loss@min: 1.104427, loss@max: 1.565100, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 6, loss@min: 1.282434, loss@max: 1.383847, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 7, loss@min: 1.178957, loss@max: 1.456061, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 1.082643, loss@max: 1.641107, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 9, loss@min: 1.025954, loss@max: 1.592727, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 10, loss@min: 1.110691, loss@max: 1.485337, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 11, loss@min: 1.086437, loss@max: 1.604194, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 12, loss@min: 1.110184, loss@max: 1.525688, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 13, loss@min: 1.057525, loss@max: 1.473319, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 14, loss@min: 1.022624, loss@max: 1.531386, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 1.063927, loss@max: 1.600574, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 16, loss@min: 1.027513, loss@max: 1.501523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.088192, loss@max: 1.586307, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 18, loss@min: 1.047745, loss@max: 1.615525, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 1.074973, loss@max: 1.581555, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 1.135789, loss@max: 1.706578, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 21, loss@min: 1.034086, loss@max: 1.752739, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.109862, loss@max: 1.715311, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 1.150429, loss@max: 1.678724, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 1.111846, loss@max: 1.685751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.040440, loss@max: 1.642093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.017941, loss@max: 1.743710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.084521, loss@max: 1.591575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.071384, loss@max: 1.709062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.993366, loss@max: 1.660961, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 1.008474, loss@max: 1.655872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.018662, loss@max: 1.615996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.044441, loss@max: 1.542924, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 1.057397, loss@max: 1.604173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.026004, loss@max: 1.683657, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.984764, loss@max: 1.696135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.033524, loss@max: 1.580883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.008522, loss@max: 1.584012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.015536, loss@max: 1.631817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.075792, loss@max: 1.580446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.039959, loss@max: 1.666571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.009589, loss@max: 1.677803, Top1S acc: 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1.494759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.026989, loss@max: 1.617102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.010968, loss@max: 1.609993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.042946, loss@max: 1.630509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.004072, loss@max: 1.563377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.027020, loss@max: 1.643246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.044311, loss@max: 1.621546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.034385, loss@max: 1.646080, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.954203, loss@max: 1.627701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.009292, loss@max: 1.635124, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.989893, loss@max: 1.602513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.044263, loss@max: 1.570074, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 1.035940, loss@max: 1.520841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.014037, loss@max: 1.538904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.004702, loss@max: 1.508878, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 0.999436, loss@max: 1.532752, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 67, loss@min: 1.034899, loss@max: 1.529114, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 1.001326, loss@max: 1.460755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.028951, loss@max: 1.468410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.029819, loss@max: 1.509594, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 71, loss@min: 0.994370, loss@max: 1.475880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.985440, loss@max: 1.518749, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 0.985930, loss@max: 1.477070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.001628, loss@max: 1.464060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.014743, loss@max: 1.456062, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 76, loss@min: 0.963731, loss@max: 1.492618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.990712, loss@max: 1.463471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.994014, loss@max: 1.445132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.995512, loss@max: 1.446377, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 80, loss@min: 0.973328, loss@max: 1.464169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.938955, loss@max: 1.486699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.981581, loss@max: 1.438297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.973115, loss@max: 1.443668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.976857, loss@max: 1.442648, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.956983, loss@max: 1.459634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.969026, loss@max: 1.449679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.973525, loss@max: 1.443843, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.981004, loss@max: 1.445334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.969991, loss@max: 1.408328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.992594, loss@max: 1.411302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.995386, loss@max: 1.406327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.989643, loss@max: 1.395705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.969058, loss@max: 1.429570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.966343, loss@max: 1.423545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.982943, loss@max: 1.425923, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 96, loss@min: 0.965562, loss@max: 1.414051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.986484, loss@max: 1.409353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.964193, loss@max: 1.400780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.957867, loss@max: 1.424031, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.961609, loss@max: 1.414051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000005, LT: 0.285327, Top1S: 100.000000, Top1T: 91.359024Best acc: 91.359024 Train:epoch: 101, loss@min: 0.957476, loss@max: 1.408313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000005, LT: 0.284243, Top1S: 100.000000, Top1T: 91.440163Best acc: 91.440163 Train:epoch: 102, loss@min: 0.940024, loss@max: 1.427081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000005, LT: 0.284176, Top1S: 100.000000, Top1T: 91.480728Best acc: 91.480728 Train:epoch: 103, loss@min: 0.946158, loss@max: 1.413564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000005, LT: 0.284983, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 104, loss@min: 0.968999, loss@max: 1.395148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000006, LT: 0.286309, Top1S: 100.000000, Top1T: 91.521301Best acc: 91.521301 Train:epoch: 105, loss@min: 0.960801, loss@max: 1.406317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000006, LT: 0.287554, Top1S: 100.000000, Top1T: 91.602432Best acc: 91.602432 Train:epoch: 106, loss@min: 0.964917, loss@max: 1.408072, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 106, LS: 0.000006, LT: 0.287473, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 107, loss@min: 0.952198, loss@max: 1.399016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000005, LT: 0.286529, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 108, loss@min: 0.965580, loss@max: 1.387903, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000005, LT: 0.285827, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 109, loss@min: 0.943338, loss@max: 1.413611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000005, LT: 0.285852, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 110, loss@min: 0.952102, loss@max: 1.389803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000005, LT: 0.285878, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 111, loss@min: 0.943471, loss@max: 1.400886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000006, LT: 0.285814, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 112, loss@min: 0.964386, loss@max: 1.388531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000006, LT: 0.285535, Top1S: 100.000000, Top1T: 91.561867 Train:epoch: 113, loss@min: 0.968862, loss@max: 1.393958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000005, LT: 0.285203, Top1S: 100.000000, Top1T: 91.602432 Train:epoch: 114, loss@min: 0.968445, loss@max: 1.381453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000005, LT: 0.285332, Top1S: 100.000000, Top1T: 91.521301 Train:epoch: 115, loss@min: 0.963524, loss@max: 1.394900, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000005, LT: 0.285721, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 116, loss@min: 0.945318, loss@max: 1.387963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000005, LT: 0.286000, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 117, loss@min: 0.952377, loss@max: 1.393991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000005, LT: 0.285839, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 118, loss@min: 0.964117, loss@max: 1.381489, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000005, LT: 0.285638, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 119, loss@min: 0.964521, loss@max: 1.374085, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000005, LT: 0.285565, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 120, loss@min: 0.966058, loss@max: 1.384142, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000005, LT: 0.285448, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 121, loss@min: 0.962177, loss@max: 1.383392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000005, LT: 0.285294, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 122, loss@min: 0.961548, loss@max: 1.400035, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 122, LS: 0.000005, LT: 0.285103, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 123, loss@min: 0.947281, loss@max: 1.398400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000005, LT: 0.284861, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 124, loss@min: 0.963145, loss@max: 1.393199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000005, LT: 0.284908, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 125, loss@min: 0.951377, loss@max: 1.391446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000005, LT: 0.285180, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 126, loss@min: 0.961820, loss@max: 1.391880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000005, LT: 0.285344, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 127, loss@min: 0.962251, loss@max: 1.375026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000005, LT: 0.285401, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 128, loss@min: 0.955090, loss@max: 1.381713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000005, LT: 0.285345, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 129, loss@min: 0.973321, loss@max: 1.371700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000005, LT: 0.285449, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 130, loss@min: 0.956760, loss@max: 1.373875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000005, LT: 0.285626, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 131, loss@min: 0.978037, loss@max: 1.357705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000005, LT: 0.285755, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 132, loss@min: 0.961579, loss@max: 1.383071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000005, LT: 0.285968, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 133, loss@min: 0.984386, loss@max: 1.397217, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 133, LS: 0.000005, LT: 0.286079, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 134, loss@min: 0.943102, loss@max: 1.387232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000005, LT: 0.286087, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 135, loss@min: 0.954838, loss@max: 1.381619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000005, LT: 0.286140, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 136, loss@min: 0.965127, loss@max: 1.380069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000005, LT: 0.286201, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 137, loss@min: 0.948377, loss@max: 1.385793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000005, LT: 0.286204, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 138, loss@min: 0.951400, loss@max: 1.389438, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000005, LT: 0.286199, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 139, loss@min: 0.941253, loss@max: 1.385967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000005, LT: 0.286157, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 140, loss@min: 0.959404, loss@max: 1.372501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000005, LT: 0.286139, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 141, loss@min: 0.947802, loss@max: 1.390403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000005, LT: 0.286133, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 142, loss@min: 0.971384, loss@max: 1.381481, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 142, LS: 0.000005, LT: 0.286122, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 143, loss@min: 0.961823, loss@max: 1.379227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000005, LT: 0.286114, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 144, loss@min: 0.944274, loss@max: 1.380027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000005, LT: 0.286112, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 145, loss@min: 0.962742, loss@max: 1.375917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000005, LT: 0.286119, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 146, loss@min: 0.950906, loss@max: 1.390799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000005, LT: 0.286123, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 147, loss@min: 0.957543, loss@max: 1.377043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000005, LT: 0.286125, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 148, loss@min: 0.952010, loss@max: 1.388284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000005, LT: 0.286127, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 149, loss@min: 0.954361, loss@max: 1.390986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000005, LT: 0.286128, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 150, loss@min: 0.952475, loss@max: 1.380223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000005, LT: 0.286128, Top1S: 100.000000, Top1T: 91.359024 ------------------------------------------- Thu Aug 3 11:20:19 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\4shot\\\\", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Aug 3 13:57:30 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.228339, loss@max: 2.414596, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 2, loss@min: 1.311334, loss@max: 1.710980, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 3, loss@min: 1.581505, loss@max: 1.326093, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 4, loss@min: 1.306017, loss@max: 1.239487, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 5, loss@min: 1.217029, loss@max: 1.355718, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 6, loss@min: 0.970115, loss@max: 1.557205, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 0.846561, loss@max: 1.587918, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 8, loss@min: 0.987851, loss@max: 1.483744, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 9, loss@min: 0.958242, loss@max: 1.438264, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.059282, loss@max: 1.375935, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 11, loss@min: 1.059714, loss@max: 1.331853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.068007, loss@max: 1.383447, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 13, loss@min: 1.032771, loss@max: 1.379640, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.978666, loss@max: 1.435324, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 0.953969, loss@max: 1.399840, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.930567, loss@max: 1.411303, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.940829, loss@max: 1.436363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.986090, loss@max: 1.410721, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.994612, loss@max: 1.376752, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.955611, loss@max: 1.424739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.987744, loss@max: 1.437432, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.966403, loss@max: 1.396401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.967755, loss@max: 1.453647, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.995284, loss@max: 1.394619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.990395, loss@max: 1.435331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.951199, loss@max: 1.486721, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.963179, loss@max: 1.446507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.020255, loss@max: 1.432766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.992523, loss@max: 1.459148, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 0.974990, loss@max: 1.458807, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.001462, loss@max: 1.448628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.958782, loss@max: 1.476540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.960198, loss@max: 1.468852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.980114, loss@max: 1.457981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.011072, loss@max: 1.428910, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 36, loss@min: 1.021556, loss@max: 1.444337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.980881, loss@max: 1.483044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.967667, loss@max: 1.503867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.916326, loss@max: 1.512183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.976390, loss@max: 1.495388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.028441, loss@max: 1.452486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.999318, loss@max: 1.462473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.980687, loss@max: 1.432812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.977045, loss@max: 1.492376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.975827, loss@max: 1.479005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.982776, loss@max: 1.472889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.981971, loss@max: 1.490684, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.977645, loss@max: 1.433733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.948770, loss@max: 1.502654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.997981, loss@max: 1.444653, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 1.002569, loss@max: 1.437972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.003878, loss@max: 1.438325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.978857, loss@max: 1.460235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.960235, loss@max: 1.444446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.976161, loss@max: 1.430801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.965338, loss@max: 1.472805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.976085, loss@max: 1.441632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.960904, loss@max: 1.449528, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.980252, loss@max: 1.459153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.985954, loss@max: 1.430168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.978515, loss@max: 1.435725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.997578, loss@max: 1.450869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.950552, loss@max: 1.442531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.950287, loss@max: 1.473563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.957004, loss@max: 1.458209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.963573, loss@max: 1.428618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.982017, loss@max: 1.426755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.982732, loss@max: 1.418896, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.962726, loss@max: 1.424287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.965994, loss@max: 1.432794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.954282, loss@max: 1.442797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.975038, loss@max: 1.414570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.956787, loss@max: 1.439938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.972487, loss@max: 1.414376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.965342, loss@max: 1.429276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.962585, loss@max: 1.408390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.988781, loss@max: 1.417696, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.977301, loss@max: 1.394140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.964181, loss@max: 1.394504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.964824, loss@max: 1.397009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.956368, loss@max: 1.409130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.948565, loss@max: 1.425602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.951910, loss@max: 1.412470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.961021, loss@max: 1.401263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.961841, loss@max: 1.396886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.964891, loss@max: 1.395799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.955934, loss@max: 1.396193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.960747, loss@max: 1.379997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.973209, loss@max: 1.382826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.972735, loss@max: 1.388519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.951109, loss@max: 1.400452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.984732, loss@max: 1.401115, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 93, loss@min: 0.959957, loss@max: 1.381693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.944649, loss@max: 1.396664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.953560, loss@max: 1.393071, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 96, loss@min: 0.938667, loss@max: 1.399058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.945118, loss@max: 1.397103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.955356, loss@max: 1.385684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.949503, loss@max: 1.387792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.946899, loss@max: 1.389259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000006, LT: 0.278125, Top1S: 100.000000, Top1T: 92.048683Best acc: 92.048683 Train:epoch: 101, loss@min: 0.941420, loss@max: 1.395263, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000006, LT: 0.277695, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 102, loss@min: 0.948965, loss@max: 1.389517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000006, LT: 0.277385, Top1S: 100.000000, Top1T: 91.926979 Train:epoch: 103, loss@min: 0.959972, loss@max: 1.374469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000006, LT: 0.276874, Top1S: 100.000000, Top1T: 91.926979 Train:epoch: 104, loss@min: 0.958989, loss@max: 1.389357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000006, LT: 0.276391, Top1S: 100.000000, Top1T: 91.926979 Train:epoch: 105, loss@min: 0.958572, loss@max: 1.372342, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000006, LT: 0.276374, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 106, loss@min: 0.939682, loss@max: 1.392500, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000006, LT: 0.276478, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 107, loss@min: 0.950362, loss@max: 1.391622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000006, LT: 0.276943, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 108, loss@min: 0.958677, loss@max: 1.376486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000006, LT: 0.277206, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 109, loss@min: 0.931134, loss@max: 1.396188, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000006, LT: 0.277078, Top1S: 100.000000, Top1T: 92.089249Best acc: 92.089249 Train:epoch: 110, loss@min: 0.941413, loss@max: 1.396791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000006, LT: 0.276751, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 111, loss@min: 0.943514, loss@max: 1.384848, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000006, LT: 0.276292, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 112, loss@min: 0.964149, loss@max: 1.369892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000006, LT: 0.275925, Top1S: 100.000000, Top1T: 91.967545 Train:epoch: 113, loss@min: 0.962208, loss@max: 1.362529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000006, LT: 0.275609, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 114, loss@min: 0.949570, loss@max: 1.370369, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000006, LT: 0.275610, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 115, loss@min: 0.958080, loss@max: 1.368876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000006, LT: 0.275791, Top1S: 100.000000, Top1T: 92.129814Best acc: 92.129814 Train:epoch: 116, loss@min: 0.944498, loss@max: 1.380448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000006, LT: 0.275934, Top1S: 100.000000, Top1T: 92.170387Best acc: 92.170387 Train:epoch: 117, loss@min: 0.947917, loss@max: 1.382176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000006, LT: 0.275973, Top1S: 100.000000, Top1T: 92.170387 Train:epoch: 118, loss@min: 0.945169, loss@max: 1.381422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000006, LT: 0.276084, Top1S: 100.000000, Top1T: 92.170387 Train:epoch: 119, loss@min: 0.947099, loss@max: 1.379092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000006, LT: 0.276126, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 120, loss@min: 0.947793, loss@max: 1.396131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000006, LT: 0.276238, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 121, loss@min: 0.954880, loss@max: 1.370899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000006, LT: 0.276234, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 122, loss@min: 0.949940, loss@max: 1.374994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000006, LT: 0.276181, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 123, loss@min: 0.964850, loss@max: 1.361209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000006, LT: 0.276165, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 124, loss@min: 0.946755, loss@max: 1.374730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000006, LT: 0.276173, Top1S: 100.000000, Top1T: 91.967545 Train:epoch: 125, loss@min: 0.952366, loss@max: 1.372061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000006, LT: 0.276111, Top1S: 100.000000, Top1T: 91.967545 Train:epoch: 126, loss@min: 0.945703, loss@max: 1.375436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000006, LT: 0.276050, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 127, loss@min: 0.944786, loss@max: 1.378002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000006, LT: 0.275973, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 128, loss@min: 0.947831, loss@max: 1.372755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000006, LT: 0.275884, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 129, loss@min: 0.958757, loss@max: 1.369833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000006, LT: 0.275868, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 130, loss@min: 0.950753, loss@max: 1.371799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000006, LT: 0.275915, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 131, loss@min: 0.956323, loss@max: 1.370906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000006, LT: 0.275915, Top1S: 100.000000, Top1T: 92.008118 Train:epoch: 132, loss@min: 0.947795, loss@max: 1.372061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000006, LT: 0.275924, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 133, loss@min: 0.952608, loss@max: 1.374103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000006, LT: 0.275926, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 134, loss@min: 0.944996, loss@max: 1.372778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000006, LT: 0.275929, Top1S: 100.000000, Top1T: 92.048683 Train:epoch: 135, loss@min: 0.964262, loss@max: 1.371316, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000006, LT: 0.275920, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 136, loss@min: 0.947322, loss@max: 1.370836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000006, LT: 0.275933, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 137, loss@min: 0.947354, loss@max: 1.377255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000006, LT: 0.275951, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 138, loss@min: 0.944037, loss@max: 1.374349, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000006, LT: 0.275940, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 139, loss@min: 0.957620, loss@max: 1.365629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000006, LT: 0.275938, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 140, loss@min: 0.942387, loss@max: 1.375700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000006, LT: 0.275939, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 141, loss@min: 0.950842, loss@max: 1.372642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000006, LT: 0.275937, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 142, loss@min: 0.943797, loss@max: 1.372204, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000006, LT: 0.275930, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 143, loss@min: 0.958219, loss@max: 1.359740, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000006, LT: 0.275913, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 144, loss@min: 0.948224, loss@max: 1.372008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000006, LT: 0.275905, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 145, loss@min: 0.943691, loss@max: 1.375030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000006, LT: 0.275902, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 146, loss@min: 0.947014, loss@max: 1.377499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000006, LT: 0.275900, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 147, loss@min: 0.951939, loss@max: 1.370400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000006, LT: 0.275898, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 148, loss@min: 0.949096, loss@max: 1.372436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000006, LT: 0.275898, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 149, loss@min: 0.948513, loss@max: 1.373579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000006, LT: 0.275898, Top1S: 100.000000, Top1T: 92.089249 Train:epoch: 150, loss@min: 0.944285, loss@max: 1.375137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000006, LT: 0.275898, Top1S: 100.000000, Top1T: 92.089249 ------------------------------------------- Thu Aug 3 15:00:47 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Aug 3 15:15:12 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.807691, loss@max: 2.132194, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.238818, loss@max: 1.612196, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.818652, loss@max: 1.355072, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.431979, loss@max: 1.457590, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.271060, loss@max: 1.410251, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.196055, loss@max: 1.305309, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.124145, loss@max: 1.298017, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.133898, loss@max: 1.294020, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.008145, loss@max: 1.292640, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.019454, loss@max: 1.253724, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.006046, loss@max: 1.259362, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.950057, loss@max: 1.294759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.972025, loss@max: 1.280222, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.963697, loss@max: 1.293108, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.931026, loss@max: 1.307256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.971429, loss@max: 1.285434, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.948202, loss@max: 1.315797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.943469, loss@max: 1.329117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.942528, loss@max: 1.328729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.968128, loss@max: 1.319440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.932676, loss@max: 1.392962, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.014455, loss@max: 1.328934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.964456, loss@max: 1.403736, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.977665, loss@max: 1.374845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.961547, loss@max: 1.393595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968764, loss@max: 1.379535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.938245, loss@max: 1.409583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.982230, loss@max: 1.385065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.959415, loss@max: 1.404640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.000660, loss@max: 1.388879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.962251, loss@max: 1.435795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.952893, loss@max: 1.473062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.005530, loss@max: 1.458924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.966316, loss@max: 1.451521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.984019, loss@max: 1.494185, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.950133, loss@max: 1.515154, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.975048, loss@max: 1.461737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.985955, loss@max: 1.435241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.922883, loss@max: 1.486665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.015750, loss@max: 1.399539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.981703, loss@max: 1.427807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.945025, loss@max: 1.451965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.972892, loss@max: 1.431462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.935663, loss@max: 1.476562, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.992999, loss@max: 1.394614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.989615, loss@max: 1.393552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.938055, loss@max: 1.459854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.987936, loss@max: 1.400986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.961450, loss@max: 1.432842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.963598, loss@max: 1.425648, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.972540, loss@max: 1.417684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.972855, loss@max: 1.415958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.961437, loss@max: 1.423765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.994383, loss@max: 1.399153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943601, loss@max: 1.428460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.964912, loss@max: 1.399661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.957942, loss@max: 1.416780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.959048, loss@max: 1.410573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.969333, loss@max: 1.394284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.979277, loss@max: 1.394383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.959917, loss@max: 1.413061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.962950, loss@max: 1.403735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.978693, loss@max: 1.390594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.956691, loss@max: 1.404253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.967258, loss@max: 1.395098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.949715, loss@max: 1.416457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.949259, loss@max: 1.400066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.974091, loss@max: 1.374745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956445, loss@max: 1.402279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.940903, loss@max: 1.409184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.981903, loss@max: 1.367692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.963084, loss@max: 1.381950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.942078, loss@max: 1.400458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.969347, loss@max: 1.376066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956964, loss@max: 1.381003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.943676, loss@max: 1.390934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.963958, loss@max: 1.367261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.960923, loss@max: 1.378981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.946173, loss@max: 1.387931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.952780, loss@max: 1.382766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.963821, loss@max: 1.365932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.952154, loss@max: 1.381294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.950847, loss@max: 1.382761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.962526, loss@max: 1.371851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.963532, loss@max: 1.373614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.948580, loss@max: 1.381363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.957265, loss@max: 1.373830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.952535, loss@max: 1.375976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.964242, loss@max: 1.370030, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 90, loss@min: 0.946333, loss@max: 1.381678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.954885, loss@max: 1.367230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.955926, loss@max: 1.370408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.945443, loss@max: 1.377793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.947254, loss@max: 1.377765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.948429, loss@max: 1.375198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.967417, loss@max: 1.360396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.958825, loss@max: 1.364355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.946396, loss@max: 1.371026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.942981, loss@max: 1.377332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.951627, loss@max: 1.367446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000563, LT: 1.732813, Top1S: 100.000000, Top1T: 66.843971Best acc: 66.843971 Train:epoch: 101, loss@min: 0.950507, loss@max: 1.369687, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000563, LT: 1.735432, Top1S: 100.000000, Top1T: 66.962173Best acc: 66.962173 Train:epoch: 102, loss@min: 0.950110, loss@max: 1.374220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000562, LT: 1.737210, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 103, loss@min: 0.950549, loss@max: 1.373047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000560, LT: 1.738540, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 104, loss@min: 0.964720, loss@max: 1.364508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000558, LT: 1.739723, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 105, loss@min: 0.952458, loss@max: 1.365377, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000557, LT: 1.741403, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 106, loss@min: 0.952888, loss@max: 1.366291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000557, LT: 1.742971, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 107, loss@min: 0.947776, loss@max: 1.368350, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000555, LT: 1.744315, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 108, loss@min: 0.949976, loss@max: 1.366102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000554, LT: 1.745865, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 109, loss@min: 0.954753, loss@max: 1.364065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000553, LT: 1.746375, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 110, loss@min: 0.952706, loss@max: 1.365323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000552, LT: 1.746887, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 111, loss@min: 0.949239, loss@max: 1.366840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000551, LT: 1.748161, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 112, loss@min: 0.952503, loss@max: 1.365120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000550, LT: 1.749557, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 113, loss@min: 0.952137, loss@max: 1.370739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000549, LT: 1.750686, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 114, loss@min: 0.955823, loss@max: 1.368126, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000549, LT: 1.751303, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 115, loss@min: 0.953230, loss@max: 1.361371, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000548, LT: 1.751246, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 116, loss@min: 0.951933, loss@max: 1.362688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000547, LT: 1.751561, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 117, loss@min: 0.944255, loss@max: 1.371796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000547, LT: 1.752315, Top1S: 100.000000, Top1T: 67.080376Best acc: 67.080376 Train:epoch: 118, loss@min: 0.945016, loss@max: 1.370964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000546, LT: 1.752607, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 119, loss@min: 0.950399, loss@max: 1.363906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000545, LT: 1.752452, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 120, loss@min: 0.946761, loss@max: 1.371230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000545, LT: 1.752451, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 121, loss@min: 0.949328, loss@max: 1.367097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000544, LT: 1.752917, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 122, loss@min: 0.951860, loss@max: 1.367895, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000544, LT: 1.753334, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 123, loss@min: 0.949509, loss@max: 1.368297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000544, LT: 1.753848, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 124, loss@min: 0.946077, loss@max: 1.369820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000543, LT: 1.754348, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 125, loss@min: 0.949552, loss@max: 1.366933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000543, LT: 1.754933, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 126, loss@min: 0.944755, loss@max: 1.368736, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000543, LT: 1.755421, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 127, loss@min: 0.943347, loss@max: 1.372582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000542, LT: 1.755697, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 128, loss@min: 0.951811, loss@max: 1.365113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000542, LT: 1.755972, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 129, loss@min: 0.947802, loss@max: 1.365330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000541, LT: 1.756295, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 130, loss@min: 0.951350, loss@max: 1.367038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000541, LT: 1.756668, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 131, loss@min: 0.954856, loss@max: 1.361462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000541, LT: 1.757028, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 132, loss@min: 0.949298, loss@max: 1.364682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000541, LT: 1.757275, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 133, loss@min: 0.951849, loss@max: 1.362763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000541, LT: 1.757493, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 134, loss@min: 0.944988, loss@max: 1.368195, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000540, LT: 1.757762, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 135, loss@min: 0.949546, loss@max: 1.366289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000540, LT: 1.758051, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 136, loss@min: 0.949351, loss@max: 1.365716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000540, LT: 1.758302, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 137, loss@min: 0.948979, loss@max: 1.365971, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000540, LT: 1.758515, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 138, loss@min: 0.950056, loss@max: 1.359887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000540, LT: 1.758656, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 139, loss@min: 0.949098, loss@max: 1.365556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000540, LT: 1.758767, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 140, loss@min: 0.958520, loss@max: 1.370402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000540, LT: 1.758869, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 141, loss@min: 0.950572, loss@max: 1.368753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000540, LT: 1.758956, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 142, loss@min: 0.950951, loss@max: 1.363676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000539, LT: 1.759007, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 143, loss@min: 0.950564, loss@max: 1.365667, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000539, LT: 1.759070, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 144, loss@min: 0.948356, loss@max: 1.366954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000539, LT: 1.759119, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 145, loss@min: 0.951882, loss@max: 1.359694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000539, LT: 1.759157, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 146, loss@min: 0.946467, loss@max: 1.369397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000539, LT: 1.759177, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 147, loss@min: 0.950264, loss@max: 1.366047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000539, LT: 1.759187, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 148, loss@min: 0.950837, loss@max: 1.362472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000539, LT: 1.759192, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 149, loss@min: 0.948521, loss@max: 1.364525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000539, LT: 1.759193, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 150, loss@min: 0.948695, loss@max: 1.363042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000539, LT: 1.759193, Top1S: 100.000000, Top1T: 66.903076 ------------------------------------------- Thu Aug 3 16:20:23 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Thu Aug 3 16:59:44 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.807690, loss@max: 2.132195, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.238816, loss@max: 1.612197, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.818653, loss@max: 1.355072, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.431978, loss@max: 1.457589, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.271059, loss@max: 1.410251, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.196052, loss@max: 1.305311, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.124145, loss@max: 1.298017, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.133901, loss@max: 1.294018, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.008143, loss@max: 1.292642, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.019453, loss@max: 1.253726, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.006048, loss@max: 1.259361, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.950055, loss@max: 1.294760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.972028, loss@max: 1.280222, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.963695, loss@max: 1.293110, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.931030, loss@max: 1.307257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.971434, loss@max: 1.285431, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.948193, loss@max: 1.315802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.943466, loss@max: 1.329109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.942532, loss@max: 1.328727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.968131, loss@max: 1.319439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.932676, loss@max: 1.392961, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.014458, loss@max: 1.328951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.964474, loss@max: 1.403740, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.977668, loss@max: 1.374834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.961543, loss@max: 1.393626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968752, loss@max: 1.379517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.938255, loss@max: 1.409586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.982247, loss@max: 1.385039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.959366, loss@max: 1.404649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.000643, loss@max: 1.388893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.962220, loss@max: 1.435753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.952937, loss@max: 1.472977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.005491, loss@max: 1.458949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.966266, loss@max: 1.451641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.984046, loss@max: 1.494132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.950127, loss@max: 1.515101, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.974992, loss@max: 1.461757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.986003, loss@max: 1.435325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.922787, loss@max: 1.486707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.015853, loss@max: 1.399362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.981658, loss@max: 1.427888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.945054, loss@max: 1.452034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.973009, loss@max: 1.431395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.935525, loss@max: 1.476740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.992954, loss@max: 1.394657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.989691, loss@max: 1.393432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.937929, loss@max: 1.459909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.987943, loss@max: 1.401063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.961547, loss@max: 1.432665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.963438, loss@max: 1.425790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.972765, loss@max: 1.417540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.972821, loss@max: 1.416069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.961378, loss@max: 1.423872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.994560, loss@max: 1.398939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943502, loss@max: 1.428755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.964944, loss@max: 1.399719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.957942, loss@max: 1.416741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.958909, loss@max: 1.410702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.969546, loss@max: 1.394513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.979283, loss@max: 1.394478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000697, LT: 1.644043, Top1S: 100.000000, Top1T: 67.375885Best acc: 67.375885 Train:epoch: 61, loss@min: 0.946095, loss@max: 1.426550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000686, LT: 1.646819, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 62, loss@min: 0.957915, loss@max: 1.404685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000683, LT: 1.652356, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 63, loss@min: 0.962401, loss@max: 1.397677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000676, LT: 1.655495, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 64, loss@min: 0.966098, loss@max: 1.404198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 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Test:epoch: 135, LS: 0.000540, LT: 1.762521, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 136, loss@min: 0.950354, loss@max: 1.369567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000539, LT: 1.762876, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 137, loss@min: 0.954491, loss@max: 1.361916, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000539, LT: 1.763135, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 138, loss@min: 0.943072, loss@max: 1.368633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000539, LT: 1.763231, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 139, loss@min: 0.945455, loss@max: 1.365373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000539, LT: 1.763262, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 140, loss@min: 0.945823, loss@max: 1.366511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000539, LT: 1.763264, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 141, loss@min: 0.947261, loss@max: 1.366538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000539, LT: 1.763294, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 142, loss@min: 0.949276, loss@max: 1.367539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000539, LT: 1.763338, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 143, loss@min: 0.954251, loss@max: 1.366164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000539, LT: 1.763349, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 144, loss@min: 0.950258, loss@max: 1.366401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000539, LT: 1.763362, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 145, loss@min: 0.949356, loss@max: 1.361675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000539, LT: 1.763371, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 146, loss@min: 0.947594, loss@max: 1.368010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000539, LT: 1.763378, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 147, loss@min: 0.950951, loss@max: 1.368375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000539, LT: 1.763386, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 148, loss@min: 0.950797, loss@max: 1.362504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000539, LT: 1.763389, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 149, loss@min: 0.950616, loss@max: 1.365341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000539, LT: 1.763389, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 150, loss@min: 0.944727, loss@max: 1.368964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000539, LT: 1.763389, Top1S: 100.000000, Top1T: 67.139481 ------------------------------------------- Thu Aug 3 18:23:56 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 101, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Thu Aug 3 19:59:25 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Thu Aug 3 20:00:20 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.165093, loss@max: 1.323837, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 2, loss@min: 1.057741, loss@max: 1.752765, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 3, loss@min: 1.432530, loss@max: 1.443353, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 4, loss@min: 1.183229, loss@max: 1.464591, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 5, loss@min: 1.022855, loss@max: 1.475477, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 6, loss@min: 1.065438, loss@max: 1.374144, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 7, loss@min: 1.080648, loss@max: 1.418050, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 1.008986, loss@max: 1.348188, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 9, loss@min: 1.048225, loss@max: 1.492298, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 1.047013, loss@max: 1.412499, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 1.013743, loss@max: 1.453042, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 1.044027, loss@max: 1.462347, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 0.982333, loss@max: 1.534160, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.118457, loss@max: 1.530613, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 0.992531, loss@max: 1.565380, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.060291, loss@max: 1.492058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.088937, loss@max: 1.559510, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 1.067413, loss@max: 1.525051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.022230, loss@max: 1.553695, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 1.024119, loss@max: 1.570675, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.093833, loss@max: 1.572182, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.043473, loss@max: 1.511611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.980408, loss@max: 1.535101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.995722, loss@max: 1.567191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.032166, loss@max: 1.476955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.994430, loss@max: 1.542558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.061453, loss@max: 1.540105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.021334, loss@max: 1.510100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.979636, loss@max: 1.510060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.035841, loss@max: 1.467919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.999553, loss@max: 1.506914, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 0.999102, loss@max: 1.440695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.036148, loss@max: 1.392905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.009618, loss@max: 1.481129, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.980487, loss@max: 1.457641, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 36, loss@min: 0.988752, loss@max: 1.465721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.065971, loss@max: 1.476277, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 0.999624, loss@max: 1.445243, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 0.992123, loss@max: 1.476174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.010994, loss@max: 1.478678, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 0.994733, loss@max: 1.507193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.994488, loss@max: 1.450943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.995764, loss@max: 1.471873, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 0.996606, loss@max: 1.465760, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 0.984480, loss@max: 1.437989, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.974113, loss@max: 1.457124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.960899, loss@max: 1.506726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.018903, loss@max: 1.435668, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 1.010086, loss@max: 1.445820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.975132, loss@max: 1.469754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.017078, loss@max: 1.433123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.970749, loss@max: 1.533132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.995402, loss@max: 1.459923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.999839, loss@max: 1.456631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.994978, loss@max: 1.475934, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 56, loss@min: 1.006603, loss@max: 1.415962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.954802, loss@max: 1.487587, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.975573, loss@max: 1.431704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.967726, loss@max: 1.449123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.983905, loss@max: 1.419791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000006, LT: 0.245906, Top1S: 100.000000, Top1T: 93.184586Best acc: 93.184586 Train:epoch: 61, loss@min: 0.950163, loss@max: 1.458213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000008, LT: 0.244237, Top1S: 100.000000, Top1T: 93.225151Best acc: 93.225151 Train:epoch: 62, loss@min: 0.978942, loss@max: 1.430653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000006, LT: 0.241249, Top1S: 100.000000, Top1T: 93.184586 Train:epoch: 63, loss@min: 0.989634, loss@max: 1.429172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000009, LT: 0.240712, Top1S: 100.000000, Top1T: 93.590263Best acc: 93.590263 Train:epoch: 64, loss@min: 0.952696, loss@max: 1.462331, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000006, LT: 0.245689, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 65, loss@min: 0.983327, loss@max: 1.430250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000005, LT: 0.248528, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 66, loss@min: 0.990885, loss@max: 1.404544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000006, LT: 0.249029, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 67, loss@min: 0.952650, loss@max: 1.443934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000005, LT: 0.247151, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 68, loss@min: 0.974226, loss@max: 1.413959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000007, LT: 0.245532, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 69, loss@min: 0.971806, loss@max: 1.400743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000006, LT: 0.245989, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 70, loss@min: 0.964308, loss@max: 1.444890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000007, LT: 0.243572, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 71, loss@min: 0.969088, loss@max: 1.425002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000005, LT: 0.248172, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 72, loss@min: 0.972901, loss@max: 1.423799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000006, LT: 0.245929, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 73, loss@min: 0.957355, loss@max: 1.414271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000005, LT: 0.245830, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 74, loss@min: 0.967925, loss@max: 1.422312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000006, LT: 0.244192, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 75, loss@min: 0.965100, loss@max: 1.392939, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000005, LT: 0.247010, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 76, loss@min: 0.943074, loss@max: 1.409373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000006, LT: 0.246289, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 77, loss@min: 0.949010, loss@max: 1.401623, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000005, LT: 0.246427, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 78, loss@min: 0.947957, loss@max: 1.407176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000005, LT: 0.245433, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 79, loss@min: 0.944551, loss@max: 1.419642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000005, LT: 0.246806, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 80, loss@min: 0.969170, loss@max: 1.408482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000005, LT: 0.248380, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 81, loss@min: 0.962131, loss@max: 1.394875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000005, LT: 0.249802, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 82, loss@min: 0.975280, loss@max: 1.381759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000005, LT: 0.247528, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 83, loss@min: 0.960259, loss@max: 1.376969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000005, LT: 0.249094, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 84, loss@min: 0.956275, loss@max: 1.388400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000005, LT: 0.248662, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 85, loss@min: 0.957373, loss@max: 1.384170, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000005, LT: 0.249482, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 86, loss@min: 0.957024, loss@max: 1.404266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000005, LT: 0.250347, Top1S: 100.000000, Top1T: 93.468559 Train:epoch: 87, loss@min: 0.958057, loss@max: 1.380443, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000005, LT: 0.250298, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 88, loss@min: 0.943021, loss@max: 1.389848, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000005, LT: 0.250112, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 89, loss@min: 0.953795, loss@max: 1.389470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000005, LT: 0.250452, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 90, loss@min: 0.948342, loss@max: 1.380343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000005, LT: 0.251952, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 91, loss@min: 0.954064, loss@max: 1.377709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000005, LT: 0.255009, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 92, loss@min: 0.951163, loss@max: 1.379083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000005, LT: 0.256930, Top1S: 100.000000, Top1T: 93.144020 Train:epoch: 93, loss@min: 0.952941, loss@max: 1.379084, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000005, LT: 0.255230, Top1S: 100.000000, Top1T: 93.103447 Train:epoch: 94, loss@min: 0.933902, loss@max: 1.398852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000005, LT: 0.253760, Top1S: 100.000000, Top1T: 93.225151 Train:epoch: 95, loss@min: 0.965648, loss@max: 1.358218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000005, LT: 0.252307, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 96, loss@min: 0.947485, loss@max: 1.383522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000005, LT: 0.252953, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 97, loss@min: 0.949271, loss@max: 1.392035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000005, LT: 0.255494, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 98, loss@min: 0.954671, loss@max: 1.370472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000005, LT: 0.258760, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 99, loss@min: 0.954337, loss@max: 1.371409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000005, LT: 0.258541, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 100, loss@min: 0.956362, loss@max: 1.381703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000005, LT: 0.257661, Top1S: 100.000000, Top1T: 93.265724 Train:epoch: 101, loss@min: 0.951164, loss@max: 1.372741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000005, LT: 0.256767, Top1S: 100.000000, Top1T: 93.346855 Train:epoch: 102, loss@min: 0.949620, loss@max: 1.372104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000005, LT: 0.256268, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 103, loss@min: 0.961310, loss@max: 1.364524, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000005, LT: 0.256606, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 104, loss@min: 0.949028, loss@max: 1.371080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000005, LT: 0.256118, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 105, loss@min: 0.944639, loss@max: 1.377234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000005, LT: 0.256152, Top1S: 100.000000, Top1T: 93.306290 Train:epoch: 106, loss@min: 0.956277, loss@max: 1.369457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000005, LT: 0.255068, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 107, loss@min: 0.952510, loss@max: 1.365572, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000005, LT: 0.255730, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 108, loss@min: 0.950440, loss@max: 1.369126, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000005, LT: 0.257003, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 109, loss@min: 0.943976, loss@max: 1.375896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000005, LT: 0.258037, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 110, loss@min: 0.946711, loss@max: 1.372523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000005, LT: 0.258918, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 111, loss@min: 0.948322, loss@max: 1.368756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000005, LT: 0.259015, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 112, loss@min: 0.966702, loss@max: 1.380692, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 112, LS: 0.000005, LT: 0.258465, Top1S: 100.000000, Top1T: 93.387421 Train:epoch: 113, loss@min: 0.947901, loss@max: 1.372178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000005, LT: 0.258432, Top1S: 100.000000, Top1T: 93.427994 Train:epoch: 114, loss@min: 0.946404, loss@max: 1.372063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000005, LT: 0.258861, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 115, loss@min: 0.949617, loss@max: 1.377003, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000005, LT: 0.259533, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 116, loss@min: 0.950188, loss@max: 1.364599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000005, LT: 0.259492, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 117, loss@min: 0.953084, loss@max: 1.365299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000005, LT: 0.258997, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 118, loss@min: 0.947344, loss@max: 1.377594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000005, LT: 0.259531, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 119, loss@min: 0.958533, loss@max: 1.364754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000005, LT: 0.259786, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 120, loss@min: 0.951955, loss@max: 1.361087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000005, LT: 0.259682, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 121, loss@min: 0.946522, loss@max: 1.368007, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000005, LT: 0.260185, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 122, loss@min: 0.950551, loss@max: 1.362544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000005, LT: 0.260400, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 123, loss@min: 0.954773, loss@max: 1.369447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000005, LT: 0.260719, Top1S: 100.000000, Top1T: 93.630829Best acc: 93.630829 Train:epoch: 124, loss@min: 0.948972, loss@max: 1.367653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000005, LT: 0.261270, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 125, loss@min: 0.950063, loss@max: 1.370586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000005, LT: 0.261915, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 126, loss@min: 0.954538, loss@max: 1.364185, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000005, LT: 0.261975, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 127, loss@min: 0.946197, loss@max: 1.370591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000005, LT: 0.262107, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 128, loss@min: 0.952161, loss@max: 1.366799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000005, LT: 0.262431, Top1S: 100.000000, Top1T: 93.509125 Train:epoch: 129, loss@min: 0.950706, loss@max: 1.373438, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000005, LT: 0.262542, Top1S: 100.000000, Top1T: 93.549698 Train:epoch: 130, loss@min: 0.943246, loss@max: 1.368756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000005, LT: 0.262148, Top1S: 100.000000, Top1T: 93.590263 Train:epoch: 131, loss@min: 0.957704, loss@max: 1.371076, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 131, LS: 0.000005, LT: 0.262030, Top1S: 100.000000, Top1T: 93.711967Best acc: 93.711967 Train:epoch: 132, loss@min: 0.950047, loss@max: 1.369571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000005, LT: 0.261817, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 133, loss@min: 0.955751, loss@max: 1.365466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000005, LT: 0.262054, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 134, loss@min: 0.943664, loss@max: 1.372392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000005, LT: 0.262457, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 135, loss@min: 0.951498, loss@max: 1.366780, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000005, LT: 0.262573, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 136, loss@min: 0.952972, loss@max: 1.365074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000005, LT: 0.262574, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 137, loss@min: 0.958842, loss@max: 1.372464, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 137, LS: 0.000005, LT: 0.262550, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 138, loss@min: 0.955856, loss@max: 1.369244, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000005, LT: 0.262500, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 139, loss@min: 0.948828, loss@max: 1.368796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000005, LT: 0.262459, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 140, loss@min: 0.949525, loss@max: 1.363802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000005, LT: 0.262496, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 141, loss@min: 0.944644, loss@max: 1.368984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000005, LT: 0.262537, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 142, loss@min: 0.956698, loss@max: 1.368127, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 142, LS: 0.000005, LT: 0.262521, Top1S: 100.000000, Top1T: 93.671402 Train:epoch: 143, loss@min: 0.949361, loss@max: 1.366547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000005, LT: 0.262484, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 144, loss@min: 0.950277, loss@max: 1.366075, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000005, LT: 0.262506, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 145, loss@min: 0.947371, loss@max: 1.370493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000005, LT: 0.262523, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 146, loss@min: 0.969248, loss@max: 1.369192, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 146, LS: 0.000005, LT: 0.262526, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 147, loss@min: 0.952060, loss@max: 1.361388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000005, LT: 0.262535, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 148, loss@min: 0.978255, loss@max: 1.372677, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 148, LS: 0.000005, LT: 0.262535, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 149, loss@min: 0.944060, loss@max: 1.369067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000005, LT: 0.262534, Top1S: 100.000000, Top1T: 93.630829 Train:epoch: 150, loss@min: 0.948157, loss@max: 1.362974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000005, LT: 0.262534, Top1S: 100.000000, Top1T: 93.630829 ------------------------------------------- Thu Aug 3 21:57:55 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "log": "./checkpoints", "name": "RN50", "num_classes": 100, "print_freq": 1, "savedir": "G:\\\\caltech101_epx\\\\8shot\\\\", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Aug 3 23:07:22 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.818984, loss@max: 1.894203, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 2, loss@min: 1.877731, loss@max: 1.498276, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 3, loss@min: 1.282721, loss@max: 1.753403, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 4, loss@min: 1.117533, loss@max: 1.676228, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 5, loss@min: 1.104423, loss@max: 1.565099, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 6, loss@min: 1.282433, loss@max: 1.383846, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 7, loss@min: 1.178959, loss@max: 1.456057, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 1.082644, loss@max: 1.641104, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 9, loss@min: 1.025953, loss@max: 1.592725, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 10, loss@min: 1.110693, loss@max: 1.485335, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 11, loss@min: 1.086447, loss@max: 1.604193, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 12, loss@min: 1.110185, loss@max: 1.525684, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 13, loss@min: 1.057531, loss@max: 1.473317, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 14, loss@min: 1.022621, loss@max: 1.531386, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 1.063923, loss@max: 1.600570, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 16, loss@min: 1.027499, loss@max: 1.501525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.088209, loss@max: 1.586297, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 18, loss@min: 1.047714, loss@max: 1.615511, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 1.074968, loss@max: 1.581550, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 1.135787, loss@max: 1.706487, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 21, loss@min: 1.034084, loss@max: 1.752736, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.109868, loss@max: 1.715379, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 1.150464, loss@max: 1.678565, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 1.111876, loss@max: 1.685572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.040193, loss@max: 1.641997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.017879, loss@max: 1.743821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.084441, loss@max: 1.591669, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.071475, loss@max: 1.708920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.993358, loss@max: 1.661000, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 1.008075, loss@max: 1.656190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.018728, loss@max: 1.615978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.044285, loss@max: 1.544419, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 1.057615, loss@max: 1.604712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.026117, loss@max: 1.683552, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.984725, loss@max: 1.696485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.033516, loss@max: 1.580908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.008546, loss@max: 1.584444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.015356, loss@max: 1.631834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.075626, loss@max: 1.580153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.040087, loss@max: 1.666441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.009466, loss@max: 1.677919, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.943893, loss@max: 1.665925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.046751, loss@max: 1.596134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.059802, loss@max: 1.589190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.029811, loss@max: 1.553274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.021955, loss@max: 1.651192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.961638, loss@max: 1.606033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.979010, loss@max: 1.641054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.020599, loss@max: 1.591470, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 1.066091, loss@max: 1.565340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.083490, loss@max: 1.495316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.027032, loss@max: 1.617097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.010989, loss@max: 1.609951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.042942, loss@max: 1.630426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.003956, loss@max: 1.563353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.026905, loss@max: 1.643381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.044248, loss@max: 1.621346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.034326, loss@max: 1.645828, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.954099, loss@max: 1.627889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.009532, loss@max: 1.635795, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.990387, loss@max: 1.601927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.045138, loss@max: 1.569006, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 1.035716, loss@max: 1.520561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.013930, loss@max: 1.539347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.004781, loss@max: 1.509331, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 0.999489, loss@max: 1.532880, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 67, loss@min: 1.034929, loss@max: 1.529694, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 1.001187, loss@max: 1.461079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.028848, loss@max: 1.468398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.029926, loss@max: 1.509445, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 71, loss@min: 0.994802, loss@max: 1.475475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.985458, loss@max: 1.518707, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 0.985692, loss@max: 1.477441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.001813, loss@max: 1.463715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.014701, loss@max: 1.456368, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 76, loss@min: 0.963584, loss@max: 1.492456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.990693, loss@max: 1.463540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.993931, loss@max: 1.445326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.995841, loss@max: 1.446154, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 80, loss@min: 0.973120, loss@max: 1.463783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000006, LT: 0.297532, Top1S: 100.000000, Top1T: 90.953346Best acc: 90.953346 Train:epoch: 81, loss@min: 0.938892, loss@max: 1.486905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000005, LT: 0.289836, Top1S: 100.000000, Top1T: 91.318459Best acc: 91.318459 Train:epoch: 82, loss@min: 0.981541, loss@max: 1.438322, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000005, LT: 0.283329, Top1S: 100.000000, Top1T: 91.440163Best acc: 91.440163 Train:epoch: 83, loss@min: 0.973167, loss@max: 1.443452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000006, LT: 0.281821, Top1S: 100.000000, Top1T: 91.521301Best acc: 91.521301 Train:epoch: 84, loss@min: 0.976812, loss@max: 1.442594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000006, LT: 0.281857, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 85, loss@min: 0.956606, loss@max: 1.459797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000005, LT: 0.281998, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 86, loss@min: 0.968374, loss@max: 1.450084, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000005, LT: 0.281177, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 87, loss@min: 0.973646, loss@max: 1.444053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000006, LT: 0.279970, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 88, loss@min: 0.981051, loss@max: 1.445238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000006, LT: 0.279987, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 89, loss@min: 0.970209, loss@max: 1.408525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000005, LT: 0.279582, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 90, loss@min: 0.982290, loss@max: 1.402917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000005, LT: 0.279761, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 91, loss@min: 1.003776, loss@max: 1.409717, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 91, LS: 0.000005, LT: 0.280741, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 92, loss@min: 0.969805, loss@max: 1.410603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000006, LT: 0.280678, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 93, loss@min: 0.979549, loss@max: 1.409381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000006, LT: 0.280462, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 94, loss@min: 0.947468, loss@max: 1.418844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000005, LT: 0.281718, Top1S: 100.000000, Top1T: 91.318459 Train:epoch: 95, loss@min: 0.947352, loss@max: 1.422557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000005, LT: 0.283307, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 96, loss@min: 0.956568, loss@max: 1.425964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000005, LT: 0.284702, Top1S: 100.000000, Top1T: 91.196754 Train:epoch: 97, loss@min: 0.960572, loss@max: 1.404602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000006, LT: 0.285583, Top1S: 100.000000, Top1T: 91.196754 Train:epoch: 98, loss@min: 0.975665, loss@max: 1.388526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000006, LT: 0.285834, Top1S: 100.000000, Top1T: 91.318459 Train:epoch: 99, loss@min: 0.974975, loss@max: 1.381300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000005, LT: 0.285686, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 100, loss@min: 0.946095, loss@max: 1.423459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000005, LT: 0.284669, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 101, loss@min: 0.963101, loss@max: 1.405008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000005, LT: 0.283799, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 102, loss@min: 0.938023, loss@max: 1.418799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000005, LT: 0.284310, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 103, loss@min: 0.948472, loss@max: 1.412200, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000005, LT: 0.284880, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 104, loss@min: 0.953420, loss@max: 1.402069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000005, LT: 0.284928, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 105, loss@min: 0.953138, loss@max: 1.404439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000005, LT: 0.284324, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 106, loss@min: 0.957944, loss@max: 1.423436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000005, LT: 0.283515, Top1S: 100.000000, Top1T: 91.521301 Train:epoch: 107, loss@min: 0.966836, loss@max: 1.386670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000005, LT: 0.282996, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 108, loss@min: 0.960356, loss@max: 1.400698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000005, LT: 0.283068, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 109, loss@min: 0.966022, loss@max: 1.392194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000005, LT: 0.283042, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 110, loss@min: 0.962507, loss@max: 1.418313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000005, LT: 0.282995, Top1S: 100.000000, Top1T: 91.480728 Train:epoch: 111, loss@min: 0.942292, loss@max: 1.408766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000005, LT: 0.283152, Top1S: 100.000000, Top1T: 91.521301 Train:epoch: 112, loss@min: 0.947414, loss@max: 1.399352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000005, LT: 0.283457, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 113, loss@min: 0.967980, loss@max: 1.395121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000005, LT: 0.283467, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 114, loss@min: 0.964187, loss@max: 1.382106, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000005, LT: 0.283400, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 115, loss@min: 0.952187, loss@max: 1.388467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000005, LT: 0.283167, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 116, loss@min: 0.960237, loss@max: 1.373755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000005, LT: 0.282900, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 117, loss@min: 0.947677, loss@max: 1.397280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000005, LT: 0.282903, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 118, loss@min: 0.962693, loss@max: 1.376534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000005, LT: 0.282886, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 119, loss@min: 0.943038, loss@max: 1.405262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000005, LT: 0.282938, Top1S: 100.000000, Top1T: 91.440163 Train:epoch: 120, loss@min: 0.941896, loss@max: 1.402966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000005, LT: 0.282833, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 121, loss@min: 0.965499, loss@max: 1.378242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000005, LT: 0.283125, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 122, loss@min: 0.950692, loss@max: 1.385785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000005, LT: 0.283495, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 123, loss@min: 0.955105, loss@max: 1.384337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000005, LT: 0.283694, Top1S: 100.000000, Top1T: 91.399597 Train:epoch: 124, loss@min: 0.955909, loss@max: 1.388969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000005, LT: 0.283687, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 125, loss@min: 0.962258, loss@max: 1.371255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000005, LT: 0.283559, Top1S: 100.000000, Top1T: 91.359024 Train:epoch: 126, loss@min: 0.948880, loss@max: 1.386664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000005, LT: 0.283458, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 127, loss@min: 0.963003, loss@max: 1.397252, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 0.000005, LT: 0.283396, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 128, loss@min: 0.955725, loss@max: 1.382609, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000005, LT: 0.283402, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 129, loss@min: 0.956495, loss@max: 1.385660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000005, LT: 0.283492, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 130, loss@min: 0.956692, loss@max: 1.385044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000005, LT: 0.283664, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 131, loss@min: 0.945617, loss@max: 1.392737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000005, LT: 0.283929, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 132, loss@min: 0.955523, loss@max: 1.388731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000005, LT: 0.284184, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 133, loss@min: 0.945271, loss@max: 1.389195, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000005, LT: 0.284386, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 134, loss@min: 0.956584, loss@max: 1.393325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000005, LT: 0.284528, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 135, loss@min: 0.948273, loss@max: 1.385735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000005, LT: 0.284676, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 136, loss@min: 0.935533, loss@max: 1.400772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000005, LT: 0.284762, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 137, loss@min: 0.951111, loss@max: 1.380041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000005, LT: 0.284831, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 138, loss@min: 0.942904, loss@max: 1.387297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000005, LT: 0.284878, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 139, loss@min: 0.952025, loss@max: 1.377978, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000005, LT: 0.284921, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 140, loss@min: 0.950563, loss@max: 1.386691, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000005, LT: 0.284937, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 141, loss@min: 0.953250, loss@max: 1.393686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000005, LT: 0.284919, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 142, loss@min: 0.945996, loss@max: 1.393519, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000005, LT: 0.284878, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 143, loss@min: 0.961852, loss@max: 1.389027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000005, LT: 0.284857, Top1S: 100.000000, Top1T: 91.277893 Train:epoch: 144, loss@min: 0.961721, loss@max: 1.378376, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000005, LT: 0.284853, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 145, loss@min: 0.955478, loss@max: 1.388633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000005, LT: 0.284849, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 146, loss@min: 0.964872, loss@max: 1.380104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000005, LT: 0.284847, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 147, loss@min: 0.953030, loss@max: 1.383424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000005, LT: 0.284845, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 148, loss@min: 0.960733, loss@max: 1.367872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000005, LT: 0.284846, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 149, loss@min: 0.950329, loss@max: 1.384078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000005, LT: 0.284847, Top1S: 100.000000, Top1T: 91.237320 Train:epoch: 150, loss@min: 0.961571, loss@max: 1.377140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000005, LT: 0.284847, Top1S: 100.000000, Top1T: 91.237320 ------------------------------------------- Fri Aug 4 00:02:41 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 2, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:\\\\dtd_epx\\\\16shot\\\\", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 2} ------------------------------------------- Fri Aug 4 01:08:40 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.912444, loss@max: 3.269263, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.919904, loss@max: 2.882012, Top1S acc: 100.000000, Top1T acc: 70.703125 Test:epoch: 2, LS: 0.002754, LT: 1.511335, Top1S: 100.000000, Top1T: 60.638298Best acc: 60.638298 ------------------------------------------- Fri Aug 4 01:09:33 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 1, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:/dtd_epx\\\\16shot/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 1} ------------------------------------------- Fri Aug 4 01:15:36 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 1, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "num_classes": 47, "print_freq": 1, "savedir": "G:/dtd_epx\\\\16shot/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 1} ------------------------------------------- Fri Aug 4 01:16:06 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.232238, loss@max: 3.246173, Top1S acc: 100.000000, Top1T acc: 64.453125 Test:epoch: 1, LS: 0.002828, LT: 1.692711, Top1S: 100.000000, Top1T: 56.264774Best acc: 56.264774 ------------------------------------------- Fri Aug 4 01:16:50 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 1, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 1} ------------------------------------------- Fri Aug 4 01:21:43 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.569833, loss@max: 3.409321, Top1S acc: 100.000000, Top1T acc: 63.829784 Test:epoch: 1, LS: 0.002913, LT: 2.029315, Top1S: 100.000000, Top1T: 46.808510Best acc: 46.808510 ------------------------------------------- Fri Aug 4 01:22:11 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 1, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 1} ------------------------------------------- Fri Aug 4 01:23:14 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.569833, loss@max: 3.409321, Top1S acc: 100.000000, Top1T acc: 63.829784 Test:epoch: 1, LS: 0.002913, LT: 2.029315, Top1S: 100.000000, Top1T: 46.808510Best acc: 46.808510 ------------------------------------------- Fri Aug 4 01:23:42 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 1, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 1} ------------------------------------------- Fri Aug 4 01:25:07 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.232238, loss@max: 3.246173, Top1S acc: 100.000000, Top1T acc: 64.453125 Test:epoch: 1, LS: 0.002828, LT: 1.692711, Top1S: 100.000000, Top1T: 56.264774Best acc: 56.264774 ------------------------------------------- Fri Aug 4 01:25:50 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Aug 4 01:27:59 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.728040, loss@max: 1.975628, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 2, loss@min: 1.713831, loss@max: 1.567542, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 3, loss@min: 1.268177, loss@max: 1.655136, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 4, loss@min: 1.322538, loss@max: 1.489470, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 5, loss@min: 1.290715, loss@max: 1.720472, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 6, loss@min: 1.224839, loss@max: 1.802331, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 7, loss@min: 1.266755, loss@max: 1.727940, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 8, loss@min: 1.250180, loss@max: 1.787496, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 9, loss@min: 1.213861, loss@max: 1.708225, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 10, loss@min: 1.198366, loss@max: 1.616516, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 11, loss@min: 1.259819, loss@max: 1.619681, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 1.206651, loss@max: 1.650469, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 13, loss@min: 1.134397, loss@max: 1.687944, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.217504, loss@max: 1.714968, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 1.090239, loss@max: 1.695122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.066385, loss@max: 1.682020, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 1.071345, loss@max: 1.748840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.149351, loss@max: 1.578046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.133496, loss@max: 1.670709, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 1.153399, loss@max: 1.692982, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.081195, loss@max: 1.642540, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.075850, loss@max: 1.711592, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 1.060110, loss@max: 1.707234, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 1.082389, loss@max: 1.688878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.102054, loss@max: 1.694265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.078370, loss@max: 1.701648, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.077480, loss@max: 1.661492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.074860, loss@max: 1.644474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.005554, loss@max: 1.714888, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 1.211115, loss@max: 1.687552, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.060474, loss@max: 1.718726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.981628, loss@max: 1.729700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.049479, loss@max: 1.679133, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 1.075400, loss@max: 1.619509, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 1.021100, loss@max: 1.650553, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.032880, loss@max: 1.644361, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 1.063603, loss@max: 1.606230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.080383, loss@max: 1.660732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.041086, loss@max: 1.677023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.019041, loss@max: 1.677238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.104663, loss@max: 1.717430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.052827, loss@max: 1.616321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.056129, loss@max: 1.632660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.041188, loss@max: 1.600795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.978578, loss@max: 1.619452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.064018, loss@max: 1.644818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.089343, loss@max: 1.578882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.013381, loss@max: 1.548362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.017294, loss@max: 1.547917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.999766, loss@max: 1.594526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.055815, loss@max: 1.543041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.975483, loss@max: 1.587657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.043185, loss@max: 1.505014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.004048, loss@max: 1.560780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.062244, loss@max: 1.540017, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.000092, loss@max: 1.576540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.990248, loss@max: 1.559881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.000063, loss@max: 1.544873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.005056, loss@max: 1.526835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.060321, loss@max: 1.496014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.025939, loss@max: 1.556664, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 62, loss@min: 1.004718, loss@max: 1.492459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.006760, loss@max: 1.475007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.061073, loss@max: 1.515084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.975613, loss@max: 1.578258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.000874, loss@max: 1.554954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.012404, loss@max: 1.470647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.012089, loss@max: 1.453988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.019392, loss@max: 1.470039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.986350, loss@max: 1.491979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.987098, loss@max: 1.448850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.997062, loss@max: 1.485058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.955260, loss@max: 1.493588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.993637, loss@max: 1.464673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.964922, loss@max: 1.486700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.984470, loss@max: 1.459598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.952713, loss@max: 1.465373, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.986259, loss@max: 1.454746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.943399, loss@max: 1.474618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.973483, loss@max: 1.451969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000079, LT: 1.277341, Top1S: 100.000000, Top1T: 69.788414Best acc: 69.788414 Train:epoch: 81, loss@min: 0.988992, loss@max: 1.432492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000077, LT: 1.279661, Top1S: 100.000000, Top1T: 69.748108 Train:epoch: 82, loss@min: 0.948485, loss@max: 1.478637, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.000077, LT: 1.282789, Top1S: 100.000000, Top1T: 69.773300 Train:epoch: 83, loss@min: 0.974761, loss@max: 1.436375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000080, LT: 1.290824, Top1S: 100.000000, Top1T: 69.788414 Train:epoch: 84, loss@min: 0.944780, loss@max: 1.457879, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000074, LT: 1.289890, Top1S: 100.000000, Top1T: 69.712845 Train:epoch: 85, loss@min: 0.971636, loss@max: 1.420480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000075, LT: 1.295764, Top1S: 100.000000, Top1T: 69.712845 Train:epoch: 86, loss@min: 0.957142, loss@max: 1.417546, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000074, LT: 1.297024, Top1S: 100.000000, Top1T: 69.889168Best acc: 69.889168 Train:epoch: 87, loss@min: 0.977411, loss@max: 1.424698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000073, LT: 1.306250, Top1S: 100.000000, Top1T: 69.848862 Train:epoch: 88, loss@min: 0.973231, loss@max: 1.407638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000073, LT: 1.310549, Top1S: 100.000000, Top1T: 69.667503 Train:epoch: 89, loss@min: 0.968249, loss@max: 1.404993, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000072, LT: 1.315405, Top1S: 100.000000, Top1T: 69.702766 Train:epoch: 90, loss@min: 0.978483, loss@max: 1.412971, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000072, LT: 1.316678, Top1S: 100.000000, Top1T: 69.727959 Train:epoch: 91, loss@min: 0.968186, loss@max: 1.401906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000071, LT: 1.324486, Top1S: 100.000000, Top1T: 69.672539 Train:epoch: 92, loss@min: 0.956552, loss@max: 1.429505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000070, LT: 1.323630, Top1S: 100.000000, Top1T: 69.677582 Train:epoch: 93, loss@min: 0.966460, loss@max: 1.396799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000070, LT: 1.328269, Top1S: 100.000000, Top1T: 69.642311 Train:epoch: 94, loss@min: 0.985473, loss@max: 1.388823, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000070, LT: 1.333781, Top1S: 100.000000, Top1T: 69.697731 Train:epoch: 95, loss@min: 0.959385, loss@max: 1.400515, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000071, LT: 1.337981, Top1S: 100.000000, Top1T: 69.874054 Train:epoch: 96, loss@min: 0.960716, loss@max: 1.400313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000069, LT: 1.344991, Top1S: 100.000000, Top1T: 69.798485 Train:epoch: 97, loss@min: 0.957947, loss@max: 1.397882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000069, LT: 1.347113, Top1S: 100.000000, Top1T: 69.833748 Train:epoch: 98, loss@min: 0.947885, loss@max: 1.399778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000069, LT: 1.352754, Top1S: 100.000000, Top1T: 69.753143 Train:epoch: 99, loss@min: 0.967979, loss@max: 1.378867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000069, LT: 1.358467, Top1S: 100.000000, Top1T: 69.818634 Train:epoch: 100, loss@min: 0.972422, loss@max: 1.374505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000069, LT: 1.361553, Top1S: 100.000000, Top1T: 69.843826 Train:epoch: 101, loss@min: 0.961456, loss@max: 1.379726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000068, LT: 1.365493, Top1S: 100.000000, Top1T: 69.828712 Train:epoch: 102, loss@min: 0.969467, loss@max: 1.382482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000068, LT: 1.368301, Top1S: 100.000000, Top1T: 69.879089 Train:epoch: 103, loss@min: 0.955974, loss@max: 1.386737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000067, LT: 1.375381, Top1S: 100.000000, Top1T: 69.894203Best acc: 69.894203 Train:epoch: 104, loss@min: 0.950570, loss@max: 1.385834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000067, LT: 1.380005, Top1S: 100.000000, Top1T: 69.929466Best acc: 69.929466 Train:epoch: 105, loss@min: 0.951874, loss@max: 1.385069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000067, LT: 1.383312, Top1S: 100.000000, Top1T: 69.848862 Train:epoch: 106, loss@min: 0.952656, loss@max: 1.383753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000066, LT: 1.386978, Top1S: 100.000000, Top1T: 69.899239 Train:epoch: 107, loss@min: 0.943223, loss@max: 1.391387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000066, LT: 1.393638, Top1S: 100.000000, Top1T: 69.858940 Train:epoch: 108, loss@min: 0.950598, loss@max: 1.385445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000066, LT: 1.397554, Top1S: 100.000000, Top1T: 69.858940 Train:epoch: 109, loss@min: 0.974946, loss@max: 1.373453, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 109, LS: 0.000066, LT: 1.400314, Top1S: 100.000000, Top1T: 69.843826 Train:epoch: 110, loss@min: 0.946967, loss@max: 1.385028, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000066, LT: 1.404306, Top1S: 100.000000, Top1T: 69.783371 Train:epoch: 111, loss@min: 0.962958, loss@max: 1.372200, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000066, LT: 1.409996, Top1S: 100.000000, Top1T: 69.803520 Train:epoch: 112, loss@min: 0.950122, loss@max: 1.375537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000066, LT: 1.414471, Top1S: 100.000000, Top1T: 69.722916 Train:epoch: 113, loss@min: 0.942720, loss@max: 1.388746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000065, LT: 1.416151, Top1S: 100.000000, Top1T: 69.833748 Train:epoch: 114, loss@min: 0.947262, loss@max: 1.381701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000065, LT: 1.420475, Top1S: 100.000000, Top1T: 69.833748 Train:epoch: 115, loss@min: 0.949231, loss@max: 1.379808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000065, LT: 1.424788, Top1S: 100.000000, Top1T: 69.874054 Train:epoch: 116, loss@min: 0.951632, loss@max: 1.377648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000065, LT: 1.427513, Top1S: 100.000000, Top1T: 69.874054 Train:epoch: 117, loss@min: 0.959565, loss@max: 1.371383, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000065, LT: 1.430975, Top1S: 100.000000, Top1T: 69.848862 Train:epoch: 118, loss@min: 0.947991, loss@max: 1.373320, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000065, LT: 1.433170, Top1S: 100.000000, Top1T: 69.884125 Train:epoch: 119, loss@min: 0.950562, loss@max: 1.372002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000065, LT: 1.436188, Top1S: 100.000000, Top1T: 69.889168 Train:epoch: 120, loss@min: 0.940279, loss@max: 1.377578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000065, LT: 1.438184, Top1S: 100.000000, Top1T: 69.939545Best acc: 69.939545 Train:epoch: 121, loss@min: 0.951868, loss@max: 1.376841, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 121, LS: 0.000065, LT: 1.441211, Top1S: 100.000000, Top1T: 69.914352 Train:epoch: 122, loss@min: 0.970535, loss@max: 1.380213, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 122, LS: 0.000065, LT: 1.443522, Top1S: 100.000000, Top1T: 69.974808Best acc: 69.974808 Train:epoch: 123, loss@min: 0.951759, loss@max: 1.378468, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Aug 4 11:36:22 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.337638, loss@max: 1.694916, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 2, loss@min: 1.708820, loss@max: 1.425480, Top1S acc: 100.000000, Top1T acc: 85.937500 Train:epoch: 3, loss@min: 1.272475, loss@max: 1.443932, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 4, loss@min: 1.280603, loss@max: 1.506225, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 5, loss@min: 1.253416, loss@max: 1.616397, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 6, loss@min: 1.207317, loss@max: 1.522695, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 7, loss@min: 1.151081, loss@max: 1.567049, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 8, loss@min: 1.043417, loss@max: 1.489574, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 9, loss@min: 1.082871, loss@max: 1.501805, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 10, loss@min: 1.119854, loss@max: 1.552686, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 11, loss@min: 1.048591, loss@max: 1.506544, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 12, loss@min: 1.034222, loss@max: 1.516726, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 0.972173, loss@max: 1.575251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.078773, loss@max: 1.508137, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 15, loss@min: 1.017504, loss@max: 1.574652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.008534, loss@max: 1.587952, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.017009, loss@max: 1.503535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.088062, loss@max: 1.538199, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 1.082637, loss@max: 1.502393, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.042874, loss@max: 1.608875, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.095295, loss@max: 1.504301, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 22, loss@min: 1.022305, loss@max: 1.625857, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.984828, loss@max: 1.625088, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 24, loss@min: 1.069232, loss@max: 1.586151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.115724, loss@max: 1.585279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.074115, loss@max: 1.554207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.046076, loss@max: 1.594965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.088387, loss@max: 1.565189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.094921, loss@max: 1.592553, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 1.028283, loss@max: 1.577628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.079764, loss@max: 1.643558, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 0.990987, loss@max: 1.635951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.017897, loss@max: 1.614789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.011623, loss@max: 1.606206, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 1.007121, loss@max: 1.608734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.042985, loss@max: 1.540570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.051159, loss@max: 1.553081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.048747, loss@max: 1.584182, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.031403, loss@max: 1.622441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.040186, loss@max: 1.609504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.027411, loss@max: 1.526327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.028401, loss@max: 1.532739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.040016, loss@max: 1.532050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.000304, loss@max: 1.522313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.021683, loss@max: 1.552577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.021994, loss@max: 1.505419, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 1.011350, loss@max: 1.536107, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.972610, loss@max: 1.544021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.996924, loss@max: 1.518593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.979708, loss@max: 1.502623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.024054, loss@max: 1.516113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.017064, loss@max: 1.455449, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 0.993037, loss@max: 1.524579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.989960, loss@max: 1.481172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.967831, loss@max: 1.494845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.004682, loss@max: 1.482958, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 57, loss@min: 0.998671, loss@max: 1.434337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.975829, loss@max: 1.473177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.998684, loss@max: 1.414747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.960751, loss@max: 1.484029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.004529, loss@max: 1.429426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.976161, loss@max: 1.428308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.975711, loss@max: 1.424799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.982245, loss@max: 1.466407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.964177, loss@max: 1.448563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.961874, loss@max: 1.430691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.953472, loss@max: 1.453572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.966515, loss@max: 1.453699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.954001, loss@max: 1.479620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.978616, loss@max: 1.421875, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.957551, loss@max: 1.442017, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.935548, loss@max: 1.460903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.939340, loss@max: 1.421364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.953290, loss@max: 1.420309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.976681, loss@max: 1.401437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.945578, loss@max: 1.414014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.963780, loss@max: 1.399818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.949050, loss@max: 1.404468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.960034, loss@max: 1.401074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.964845, loss@max: 1.382238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000052, LT: 1.253618, Top1S: 100.000000, Top1T: 70.871536Best acc: 70.871536 Train:epoch: 81, loss@min: 0.954117, loss@max: 1.393474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000050, LT: 1.263064, Top1S: 100.000000, Top1T: 70.700249 Train:epoch: 82, loss@min: 0.964348, loss@max: 1.394308, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.000050, LT: 1.292294, Top1S: 100.000000, Top1T: 70.418137 Train:epoch: 83, loss@min: 0.947343, loss@max: 1.400267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000050, LT: 1.270457, Top1S: 100.000000, Top1T: 70.861458 Train:epoch: 84, loss@min: 0.948629, loss@max: 1.393069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000049, LT: 1.263395, Top1S: 100.000000, Top1T: 70.876572Best acc: 70.876572 Train:epoch: 85, loss@min: 0.957285, loss@max: 1.377817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000049, LT: 1.270744, Top1S: 100.000000, Top1T: 70.861458 Train:epoch: 86, loss@min: 0.958264, loss@max: 1.372761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000048, LT: 1.275658, Top1S: 100.000000, Top1T: 70.871536 Train:epoch: 87, loss@min: 0.961573, loss@max: 1.385551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000049, LT: 1.288472, Top1S: 100.000000, Top1T: 70.801003 Train:epoch: 88, loss@min: 0.965966, loss@max: 1.367685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000048, LT: 1.296409, Top1S: 100.000000, Top1T: 70.760704 Train:epoch: 89, loss@min: 0.964060, loss@max: 1.368436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000047, LT: 1.292240, Top1S: 100.000000, Top1T: 70.841309 Train:epoch: 90, loss@min: 0.959443, loss@max: 1.374008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000047, LT: 1.289454, Top1S: 100.000000, Top1T: 70.755669 Train:epoch: 91, loss@min: 0.938829, loss@max: 1.394498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000047, LT: 1.305162, Top1S: 100.000000, Top1T: 70.790932 Train:epoch: 92, loss@min: 0.955220, loss@max: 1.369344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000047, LT: 1.304702, Top1S: 100.000000, Top1T: 70.715363 Train:epoch: 93, loss@min: 0.946136, loss@max: 1.376539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000046, LT: 1.307864, Top1S: 100.000000, Top1T: 70.664986 Train:epoch: 94, loss@min: 0.957830, loss@max: 1.377134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000048, LT: 1.315661, Top1S: 100.000000, Top1T: 70.846344 Train:epoch: 95, loss@min: 0.942774, loss@max: 1.380859, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000047, LT: 1.327139, Top1S: 100.000000, Top1T: 70.715363 Train:epoch: 96, loss@min: 0.951646, loss@max: 1.370412, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000046, LT: 1.328118, Top1S: 100.000000, Top1T: 70.720398 Train:epoch: 97, loss@min: 0.946231, loss@max: 1.370064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000046, LT: 1.342184, Top1S: 100.000000, Top1T: 70.448357 Train:epoch: 98, loss@min: 0.946924, loss@max: 1.373863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000046, LT: 1.353389, Top1S: 100.000000, Top1T: 70.785889 Train:epoch: 99, loss@min: 0.948733, loss@max: 1.372476, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000045, LT: 1.358177, Top1S: 100.000000, Top1T: 70.725441 Train:epoch: 100, loss@min: 0.930656, loss@max: 1.386300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000045, LT: 1.348173, Top1S: 100.000000, Top1T: 70.861458 Train:epoch: 101, loss@min: 0.943989, loss@max: 1.372609, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000045, LT: 1.357525, Top1S: 100.000000, Top1T: 70.770775 Train:epoch: 102, loss@min: 0.949412, loss@max: 1.367620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000045, LT: 1.358679, Top1S: 100.000000, Top1T: 70.866493 Train:epoch: 103, loss@min: 0.942220, loss@max: 1.372661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000045, LT: 1.363702, Top1S: 100.000000, Top1T: 70.790932 Train:epoch: 104, loss@min: 0.948462, loss@max: 1.364485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000044, LT: 1.366749, Top1S: 100.000000, Top1T: 70.896721Best acc: 70.896721 Train:epoch: 105, loss@min: 0.947489, loss@max: 1.362913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000044, LT: 1.370745, Top1S: 100.000000, Top1T: 70.856422 Train:epoch: 106, loss@min: 0.948596, loss@max: 1.365576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000044, LT: 1.380799, Top1S: 100.000000, Top1T: 70.816116 Train:epoch: 107, loss@min: 0.948311, loss@max: 1.361149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000044, LT: 1.385237, Top1S: 100.000000, Top1T: 70.881607 Train:epoch: 108, loss@min: 0.946788, loss@max: 1.361662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000044, LT: 1.385248, Top1S: 100.000000, Top1T: 70.957176Best acc: 70.957176 Train:epoch: 109, loss@min: 0.950897, loss@max: 1.363235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000044, LT: 1.384266, Top1S: 100.000000, Top1T: 70.992439Best acc: 70.992439 Train:epoch: 110, loss@min: 0.944222, loss@max: 1.364556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000044, LT: 1.391413, Top1S: 100.000000, Top1T: 71.017632Best acc: 71.017632 Train:epoch: 111, loss@min: 0.947434, loss@max: 1.360520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000044, LT: 1.397249, Top1S: 100.000000, Top1T: 70.982368 Train:epoch: 112, loss@min: 0.944977, loss@max: 1.362937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000043, LT: 1.401795, Top1S: 100.000000, Top1T: 70.942062 Train:epoch: 113, loss@min: 0.947923, loss@max: 1.360927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000043, LT: 1.402026, Top1S: 100.000000, Top1T: 71.052895Best acc: 71.052895 Train:epoch: 114, loss@min: 0.947341, loss@max: 1.361594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000043, LT: 1.411084, Top1S: 100.000000, Top1T: 71.012589 Train:epoch: 115, loss@min: 0.947342, loss@max: 1.360475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000043, LT: 1.410231, Top1S: 100.000000, Top1T: 71.098236Best acc: 71.098236 Train:epoch: 116, loss@min: 0.944300, loss@max: 1.363646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000043, LT: 1.412011, Top1S: 100.000000, Top1T: 71.148613Best acc: 71.148613 Train:epoch: 117, loss@min: 0.947499, loss@max: 1.360679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000043, LT: 1.419811, Top1S: 100.000000, Top1T: 71.118385 Train:epoch: 118, loss@min: 0.948761, loss@max: 1.357386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000043, LT: 1.423130, Top1S: 100.000000, Top1T: 71.113350 Train:epoch: 119, loss@min: 0.940285, loss@max: 1.365491, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000043, LT: 1.426433, Top1S: 100.000000, Top1T: 71.118385 Train:epoch: 120, loss@min: 0.944585, loss@max: 1.361766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000043, LT: 1.427579, Top1S: 100.000000, Top1T: 71.073044 Train:epoch: 121, loss@min: 0.947907, loss@max: 1.361567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000043, LT: 1.437233, Top1S: 100.000000, Top1T: 71.012589 Train:epoch: 122, loss@min: 0.958777, loss@max: 1.365527, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 122, LS: 0.000043, LT: 1.436649, Top1S: 100.000000, Top1T: 71.012589 Train:epoch: 123, loss@min: 0.943614, loss@max: 1.362149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000043, LT: 1.441721, Top1S: 100.000000, Top1T: 71.088158 Train:epoch: 124, loss@min: 0.944405, loss@max: 1.362950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000043, LT: 1.444463, Top1S: 100.000000, Top1T: 71.153648Best acc: 71.153648 Train:epoch: 125, loss@min: 0.945843, loss@max: 1.358980, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000042, LT: 1.447391, Top1S: 100.000000, Top1T: 71.143578 Train:epoch: 126, loss@min: 0.950576, loss@max: 1.366475, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 126, LS: 0.000042, LT: 1.450571, Top1S: 100.000000, Top1T: 70.992439 Train:epoch: 127, loss@min: 0.949991, loss@max: 1.354442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000042, LT: 1.452366, Top1S: 100.000000, Top1T: 70.916878 Train:epoch: 128, loss@min: 0.947227, loss@max: 1.364492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000042, LT: 1.453060, Top1S: 100.000000, Top1T: 70.997482 Train:epoch: 129, loss@min: 0.946477, loss@max: 1.358529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000042, LT: 1.457073, Top1S: 100.000000, Top1T: 70.886650 Train:epoch: 130, loss@min: 0.945673, loss@max: 1.359656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000042, LT: 1.459362, Top1S: 100.000000, Top1T: 70.896721 Train:epoch: 131, loss@min: 0.947256, loss@max: 1.357136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000042, LT: 1.461114, Top1S: 100.000000, Top1T: 70.886650 Train:epoch: 132, loss@min: 0.941345, loss@max: 1.362796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000042, LT: 1.463561, Top1S: 100.000000, Top1T: 70.947098 Train:epoch: 133, loss@min: 0.945902, loss@max: 1.360621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000042, LT: 1.465730, Top1S: 100.000000, Top1T: 70.997482 Train:epoch: 134, loss@min: 0.945798, loss@max: 1.357571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000042, LT: 1.466196, Top1S: 100.000000, Top1T: 70.987404 Train:epoch: 135, loss@min: 0.941145, loss@max: 1.362615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000042, LT: 1.466823, Top1S: 100.000000, Top1T: 71.022667 Train:epoch: 136, loss@min: 0.945309, loss@max: 1.358360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000042, LT: 1.468080, Top1S: 100.000000, Top1T: 71.052895 Train:epoch: 137, loss@min: 0.955863, loss@max: 1.363177, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 137, LS: 0.000042, LT: 1.470536, Top1S: 100.000000, Top1T: 70.957176 Train:epoch: 138, loss@min: 0.942420, loss@max: 1.361849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000042, LT: 1.471506, Top1S: 100.000000, Top1T: 70.906799 Train:epoch: 139, loss@min: 0.947554, loss@max: 1.356587, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000042, LT: 1.471048, Top1S: 100.000000, Top1T: 70.947098 Train:epoch: 140, loss@min: 0.942268, loss@max: 1.360434, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000042, LT: 1.471622, Top1S: 100.000000, Top1T: 70.926949 Train:epoch: 141, loss@min: 0.942460, loss@max: 1.361073, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Aug 5 00:39:51 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.858584, loss@max: 1.921324, Top1S acc: 100.000000, Top1T acc: 71.484375 Train:epoch: 2, loss@min: 1.843682, loss@max: 1.745629, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 3, loss@min: 1.454471, loss@max: 1.805164, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 4, loss@min: 1.492357, loss@max: 1.931894, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 5, loss@min: 1.484349, loss@max: 1.728861, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 6, loss@min: 1.322374, loss@max: 1.806457, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.278558, loss@max: 1.754835, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.346902, loss@max: 1.762319, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 9, loss@min: 1.224070, loss@max: 1.889313, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 10, loss@min: 1.170017, loss@max: 1.947178, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.220870, loss@max: 1.946854, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 1.284427, loss@max: 1.824586, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 1.249230, loss@max: 1.809797, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.287991, loss@max: 1.933712, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 15, loss@min: 1.208246, loss@max: 1.932971, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.191756, loss@max: 2.144677, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.296447, loss@max: 1.864573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.191565, loss@max: 2.052012, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 1.218624, loss@max: 1.979310, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 20, loss@min: 1.294466, loss@max: 1.933060, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 21, loss@min: 1.233104, loss@max: 2.143217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.288571, loss@max: 2.144778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.159512, loss@max: 2.039551, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 1.347465, loss@max: 2.084221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.245033, loss@max: 2.051477, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.227983, loss@max: 1.864179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.184222, loss@max: 1.970282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.167739, loss@max: 1.991730, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.280148, loss@max: 1.994854, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 1.220157, loss@max: 1.906457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.216115, loss@max: 2.159530, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 1.314625, loss@max: 1.961594, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 1.178871, loss@max: 1.912025, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 1.201533, loss@max: 1.873824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.168425, loss@max: 2.038558, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 36, loss@min: 1.258643, loss@max: 1.873862, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.276949, loss@max: 1.807425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.146152, loss@max: 1.896153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.125568, loss@max: 1.963778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.248796, loss@max: 1.897062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.191774, loss@max: 1.791348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.079705, loss@max: 1.928047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.131157, loss@max: 1.876971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.226748, loss@max: 1.837747, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 1.069259, loss@max: 1.878663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.059513, loss@max: 1.844748, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 47, loss@min: 1.093461, loss@max: 1.785279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.184708, loss@max: 1.737156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.125331, loss@max: 1.647634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.037519, loss@max: 1.764893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.027404, loss@max: 1.727762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.100734, loss@max: 1.683857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.067761, loss@max: 1.672590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.132692, loss@max: 1.560468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.097766, loss@max: 1.638764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.139587, loss@max: 1.611371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.999934, loss@max: 1.673637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.985515, loss@max: 1.698268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.066077, loss@max: 1.594413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.020597, loss@max: 1.567197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.011921, loss@max: 1.615647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.997583, loss@max: 1.628173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.038997, loss@max: 1.538514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.028062, loss@max: 1.631058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.019678, loss@max: 1.606626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.011401, loss@max: 1.490088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.002011, loss@max: 1.533666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.008723, loss@max: 1.534398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.984020, loss@max: 1.542544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.987223, loss@max: 1.501419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.970923, loss@max: 1.516424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.047809, loss@max: 1.452968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.976526, loss@max: 1.480502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.992009, loss@max: 1.510999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.993865, loss@max: 1.480920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.994045, loss@max: 1.467440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.007611, loss@max: 1.454808, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.025841, loss@max: 1.444160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.984836, loss@max: 1.425561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.947968, loss@max: 1.440718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000016, LT: 1.252946, Top1S: 100.000000, Top1T: 70.780853Best acc: 70.780853 Train:epoch: 81, loss@min: 0.984685, loss@max: 1.421020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000019, LT: 1.257043, Top1S: 100.000000, Top1T: 70.670021 Train:epoch: 82, loss@min: 0.994240, loss@max: 1.435480, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.000017, LT: 1.282063, Top1S: 100.000000, Top1T: 70.367752 Train:epoch: 83, loss@min: 0.975157, loss@max: 1.426355, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000017, LT: 1.272000, Top1S: 100.000000, Top1T: 70.579346 Train:epoch: 84, loss@min: 0.943452, loss@max: 1.431723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000016, LT: 1.264829, Top1S: 100.000000, Top1T: 70.659950 Train:epoch: 85, loss@min: 0.975471, loss@max: 1.433020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000016, LT: 1.270536, Top1S: 100.000000, Top1T: 70.539040 Train:epoch: 86, loss@min: 0.956395, loss@max: 1.413381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000016, LT: 1.270072, Top1S: 100.000000, Top1T: 70.700249 Train:epoch: 87, loss@min: 0.946950, loss@max: 1.467661, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 87, LS: 0.000016, LT: 1.280324, Top1S: 100.000000, Top1T: 70.574303 Train:epoch: 88, loss@min: 0.954868, loss@max: 1.410089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000017, LT: 1.276352, Top1S: 100.000000, Top1T: 70.599495 Train:epoch: 89, loss@min: 0.967163, loss@max: 1.419468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000018, LT: 1.281624, Top1S: 100.000000, Top1T: 70.664986 Train:epoch: 90, loss@min: 0.944622, loss@max: 1.400357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000017, LT: 1.285844, Top1S: 100.000000, Top1T: 70.680099 Train:epoch: 91, loss@min: 0.942236, loss@max: 1.406090, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000015, LT: 1.304401, Top1S: 100.000000, Top1T: 70.473549 Train:epoch: 92, loss@min: 0.968796, loss@max: 1.388051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000015, LT: 1.300218, Top1S: 100.000000, Top1T: 70.664986 Train:epoch: 93, loss@min: 0.960141, loss@max: 1.407319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000015, LT: 1.301928, Top1S: 100.000000, Top1T: 70.629723 Train:epoch: 94, loss@min: 0.963450, loss@max: 1.387706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000015, LT: 1.311229, Top1S: 100.000000, Top1T: 70.745590 Train:epoch: 95, loss@min: 0.947809, loss@max: 1.399554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000015, LT: 1.312181, Top1S: 100.000000, Top1T: 70.851379Best acc: 70.851379 Train:epoch: 96, loss@min: 0.948670, loss@max: 1.390466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000015, LT: 1.316568, Top1S: 100.000000, Top1T: 70.443321 Train:epoch: 97, loss@min: 0.952350, loss@max: 1.374959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000015, LT: 1.322537, Top1S: 100.000000, Top1T: 70.342567 Train:epoch: 98, loss@min: 0.956214, loss@max: 1.376894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000015, LT: 1.327817, Top1S: 100.000000, Top1T: 70.755669 Train:epoch: 99, loss@min: 0.956900, loss@max: 1.365989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000015, LT: 1.335662, Top1S: 100.000000, Top1T: 70.695213{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Aug 5 07:04:40 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.371579, loss@max: 1.746786, Top1S acc: 100.000000, Top1T acc: 68.359375 Train:epoch: 2, loss@min: 1.568730, loss@max: 1.566226, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 3, loss@min: 1.354418, loss@max: 1.484045, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 4, loss@min: 1.113160, loss@max: 1.509381, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 5, loss@min: 1.119695, loss@max: 1.458407, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 6, loss@min: 1.169059, loss@max: 1.551171, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 7, loss@min: 1.134602, loss@max: 1.486734, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 8, loss@min: 1.061610, loss@max: 1.576711, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 9, loss@min: 1.123500, loss@max: 1.460034, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 10, loss@min: 0.997212, loss@max: 1.538518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.104764, loss@max: 1.483420, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 1.065279, loss@max: 1.500613, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 13, loss@min: 1.140960, loss@max: 1.483299, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 1.055085, loss@max: 1.456470, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 1.053195, loss@max: 1.547938, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.078719, loss@max: 1.545957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.048209, loss@max: 1.530322, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 1.076279, loss@max: 1.511782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.059839, loss@max: 1.509693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.070475, loss@max: 1.490014, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.007545, loss@max: 1.639150, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.061047, loss@max: 1.556883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.046952, loss@max: 1.523666, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 1.024431, loss@max: 1.583905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.010717, loss@max: 1.702628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.057791, loss@max: 1.658535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.060601, loss@max: 1.601664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.054556, loss@max: 1.604470, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 29, loss@min: 0.995470, loss@max: 1.627696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.039642, loss@max: 1.583682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.097785, loss@max: 1.605946, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.070114, loss@max: 1.695020, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 33, loss@min: 1.108752, loss@max: 1.574586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.067106, loss@max: 1.642978, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 1.054269, loss@max: 1.618696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.078187, loss@max: 1.641682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.106475, loss@max: 1.638819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.037597, loss@max: 1.604670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.055108, loss@max: 1.599562, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.027558, loss@max: 1.590679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.047008, loss@max: 1.614860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.045653, loss@max: 1.615350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.027881, loss@max: 1.559330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.011878, loss@max: 1.658811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.079266, loss@max: 1.621070, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 1.023161, loss@max: 1.540451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.962736, loss@max: 1.609036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.012162, loss@max: 1.548588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.008973, loss@max: 1.583662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.999864, loss@max: 1.546819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.985453, loss@max: 1.555189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.992794, loss@max: 1.583461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.039766, loss@max: 1.527802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.998278, loss@max: 1.538410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.979856, loss@max: 1.547238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.033905, loss@max: 1.450149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.985298, loss@max: 1.494201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.981438, loss@max: 1.497372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.993927, loss@max: 1.458291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.976616, loss@max: 1.469522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.009697, loss@max: 1.512716, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 62, loss@min: 0.998154, loss@max: 1.523044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.979791, loss@max: 1.523955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.013674, loss@max: 1.507185, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.994008, loss@max: 1.442729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.976543, loss@max: 1.457200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.942556, loss@max: 1.472321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.968001, loss@max: 1.448725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.999698, loss@max: 1.449390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.988081, loss@max: 1.448260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.966666, loss@max: 1.441823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.977856, loss@max: 1.413034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.974629, loss@max: 1.419021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.979985, loss@max: 1.423293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.962129, loss@max: 1.418233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.940416, loss@max: 1.435310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.984694, loss@max: 1.392996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.962598, loss@max: 1.413388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.949467, loss@max: 1.417561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.959551, loss@max: 1.409522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000093, LT: 1.279575, Top1S: 100.000000, Top1T: 67.687653Best acc: 67.687653 Train:epoch: 81, loss@min: 0.957363, loss@max: 1.419991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000094, LT: 1.282064, Top1S: 100.000000, Top1T: 67.828712Best acc: 67.828712 Train:epoch: 82, loss@min: 0.964521, loss@max: 1.405196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000092, LT: 1.277123, Top1S: 100.000000, Top1T: 67.672539 Train:epoch: 83, loss@min: 0.954413, loss@max: 1.393981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000093, LT: 1.277841, Top1S: 100.000000, Top1T: 67.924431Best acc: 67.924431 Train:epoch: 84, loss@min: 0.983027, loss@max: 1.385975, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 84, LS: 0.000092, LT: 1.279961, Top1S: 100.000000, Top1T: 67.838791 Train:epoch: 85, loss@min: 0.971876, loss@max: 1.378352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000091, LT: 1.285356, Top1S: 100.000000, Top1T: 67.969772Best acc: 67.969772 Train:epoch: 86, loss@min: 0.965263, loss@max: 1.383316, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000089, LT: 1.294183, Top1S: 100.000000, Top1T: 67.652390 Train:epoch: 87, loss@min: 0.945023, loss@max: 1.405135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000089, LT: 1.290834, Top1S: 100.000000, Top1T: 67.858940 Train:epoch: 88, loss@min: 0.963246, loss@max: 1.383605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000088, LT: 1.293488, Top1S: 100.000000, Top1T: 67.662468 Train:epoch: 89, loss@min: 0.952195, loss@max: 1.396534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000090, LT: 1.293543, Top1S: 100.000000, Top1T: 67.813599 Train:epoch: 90, loss@min: 0.957836, loss@max: 1.384954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000088, LT: 1.297862, Top1S: 100.000000, Top1T: 67.843826 Train:epoch: 91, loss@min: 0.942382, loss@max: 1.400897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000088, LT: 1.301846, Top1S: 100.000000, Top1T: 67.748108 Train:epoch: 92, loss@min: 0.948175, loss@max: 1.390149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000088, LT: 1.306183, Top1S: 100.000000, Top1T: 67.858940 Train:epoch: 93, loss@min: 0.950255, loss@max: 1.392010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000087, LT: 1.312913, Top1S: 100.000000, Top1T: 67.647354 Train:epoch: 94, loss@min: 0.948190, loss@max: 1.384927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000087, LT: 1.308902, Top1S: 100.000000, Top1T: 67.904282 Train:epoch: 95, loss@min: 0.953088, loss@max: 1.379132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000086, LT: 1.311677, Top1S: 100.000000, Top1T: 67.853905 Train:epoch: 96, loss@min: 0.957366, loss@max: 1.368624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000086, LT: 1.314854, Top1S: 100.000000, Top1T: 67.818634 Train:epoch: 97, loss@min: 0.945481, loss@max: 1.384899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000085, LT: 1.321295, Top1S: 100.000000, Top1T: 67.889168 Train:epoch: 98, loss@min: 0.953005, loss@max: 1.369926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000085, LT: 1.325266, Top1S: 100.000000, Top1T: 67.858940 Train:epoch: 99, loss@min: 0.949396, loss@max: 1.375229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000085, LT: 1.328749, Top1S: 100.000000, Top1T: 68.000000Best acc: 68.000000 Train:epoch: 100, loss@min: 0.959406, loss@max: 1.367078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000085, LT: 1.330326, Top1S: 100.000000, Top1T: 68.040298Best acc: 68.040298 Train:epoch: 101, loss@min: 0.948676, loss@max: 1.375428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000084, LT: 1.332371, Top1S: 100.000000, Top1T: 68.065491Best acc: 68.065491 Train:epoch: 102, loss@min: 0.953099, loss@max: 1.369748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000084, LT: 1.335012, Top1S: 100.000000, Top1T: 68.045334 Train:epoch: 103, loss@min: 0.939473, loss@max: 1.380252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000084, LT: 1.335947, Top1S: 100.000000, Top1T: 68.010071 Train:epoch: 104, loss@min: 0.955848, loss@max: 1.363988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000083, LT: 1.342629, Top1S: 100.000000, Top1T: 68.040298 Train:epoch: 105, loss@min: 0.944279, loss@max: 1.373516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000083, LT: 1.344721, Top1S: 100.000000, Top1T: 67.979843 Train:epoch: 106, loss@min: 0.948046, loss@max: 1.368898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000083, LT: 1.348916, Top1S: 100.000000, Top1T: 68.045334 Train:epoch: 107, loss@min: 0.945981, loss@max: 1.369422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000083, LT: 1.352348, Top1S: 100.000000, Top1T: 67.979843 Train:epoch: 108, loss@min: 0.946024, loss@max: 1.371706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000083, LT: 1.356846, Top1S: 100.000000, Top1T: 68.000000 Train:epoch: 109, loss@min: 0.937315, loss@max: 1.376657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000083, LT: 1.362018, Top1S: 100.000000, Top1T: 67.949623 Train:epoch: 110, loss@min: 0.948168, loss@max: 1.367080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000082, LT: 1.365767, Top1S: 100.000000, Top1T: 67.974808 Train:epoch: 111, loss@min: 0.955519, loss@max: 1.357708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000082, LT: 1.367186, Top1S: 100.000000, Top1T: 68.075562Best acc: 68.075562 Train:epoch: 112, loss@min: 0.946634, loss@max: 1.363397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000082, LT: 1.370321, Top1S: 100.000000, Top1T: 68.045334 Train:epoch: 113, loss@min: 0.943805, loss@max: 1.368665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000082, LT: 1.372058, Top1S: 100.000000, Top1T: 68.040298 Train:epoch: 114, loss@min: 0.949513, loss@max: 1.362314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000082, LT: 1.373466, Top1S: 100.000000, Top1T: 68.065491 Train:epoch: 115, loss@min: 0.951332, loss@max: 1.364742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000082, LT: 1.374147, Top1S: 100.000000, Top1T: 68.136017Best acc: 68.136017 Train:epoch: 116, loss@min: 0.941738, loss@max: 1.370057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000082, LT: 1.375836, Top1S: 100.000000, Top1T: 68.050377 Train:epoch: 117, loss@min: 0.949229, loss@max: 1.361220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000081, LT: 1.378057, Top1S: 100.000000, Top1T: 68.010071 Train:epoch: 118, loss@min: 0.936745, loss@max: 1.375702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000081, LT: 1.380196, Top1S: 100.000000, Top1T: 68.005035 Train:epoch: 119, loss@min: 0.949196, loss@max: 1.361615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000081, LT: 1.380980, Top1S: 100.000000, Top1T: 68.035263 Train:epoch: 120, loss@min: 0.942077, loss@max: 1.367934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000081, LT: 1.382834, Top1S: 100.000000, Top1T: 68.060448 Train:epoch: 121, loss@min: 0.943308, loss@max: 1.367140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000081, LT: 1.385322, Top1S: 100.000000, Top1T: 68.055412 Train:epoch: 122, loss@min: 0.944860, loss@max: 1.365628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000081, LT: 1.388109, Top1S: 100.000000, Top1T: 68.035263 Train:epoch: 123, loss@min: 0.947766, loss@max: 1.362573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000081, LT: 1.389892, Top1S: 100.000000, Top1T: 68.055412 Train:epoch: 124, loss@min: 0.946054, loss@max: 1.363641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000081, LT: 1.390974, Top1S: 100.000000, Top1T: 68.075562 Train:epoch: 125, loss@min: 0.944985, loss@max: 1.364014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000081, LT: 1.393125, Top1S: 100.000000, Top1T: 68.020149 Train:epoch: 126, loss@min: 0.942826, loss@max: 1.364366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000081, LT: 1.394494, Top1S: 100.000000, Top1T: 68.045334 Train:epoch: 127, loss@min: 0.948481, loss@max: 1.361992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000080, LT: 1.395440, Top1S: 100.000000, Top1T: 68.105789 Train:epoch: 128, loss@min: 0.948723, loss@max: 1.358979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000080, LT: 1.396561, Top1S: 100.000000, Top1T: 68.085640 Train:epoch: 129, loss@min: 0.945336, loss@max: 1.365740, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000081, LT: 1.398131, Top1S: 100.000000, Top1T: 68.110832 Train:epoch: 130, loss@min: 0.942048, loss@max: 1.366898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000081, LT: 1.399190, Top1S: 100.000000, Top1T: 68.110832 Train:epoch: 131, loss@min: 0.946714, loss@max: 1.362330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000080, LT: 1.400315, Top1S: 100.000000, Top1T: 68.105789 Train:epoch: 132, loss@min: 0.946600, loss@max: 1.363200, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000080, LT: 1.401222, Top1S: 100.000000, Top1T: 68.130981 Train:epoch: 133, loss@min: 0.939744, loss@max: 1.368306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000080, LT: 1.401985, Top1S: 100.000000, Top1T: 68.146095Best acc: 68.146095 Train:epoch: 134, loss@min: 0.949527, loss@max: 1.358821, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000080, LT: 1.402666, Top1S: 100.000000, Top1T: 68.136017 Train:epoch: 135, loss@min: 0.945994, loss@max: 1.360921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000080, LT: 1.403399, Top1S: 100.000000, Top1T: 68.130981 Train:epoch: 136, loss@min: 0.948455, loss@max: 1.361728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000080, LT: 1.403769, Top1S: 100.000000, Top1T: 68.100754 Train:epoch: 137, loss@min: 0.948898, loss@max: 1.358922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000080, LT: 1.404065, Top1S: 100.000000, Top1T: 68.100754 Train:epoch: 138, loss@min: 0.938982, loss@max: 1.368187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000080, LT: 1.404522, Top1S: 100.000000, Top1T: 68.100754 Train:epoch: 139, loss@min: 0.947182, loss@max: 1.360496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000080, LT: 1.404969, Top1S: 100.000000, Top1T: 68.075562 Train:epoch: 140, loss@min: 0.947799, loss@max: 1.359243, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000080, LT: 1.405209, Top1S: 100.000000, Top1T: 68.080605 Train:epoch: 141, loss@min: 0.945851, loss@max: 1.361967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000080, LT: 1.405482, Top1S: 100.000000, Top1T: 68.095718 Train:epoch: 142, loss@min: 0.948120, loss@max: 1.358785, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Aug 5 21:27:01 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.083559, loss@max: 2.057126, Top1S acc: 100.000000, Top1T acc: 67.187500 Train:epoch: 2, loss@min: 2.261189, loss@max: 1.475255, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 3, loss@min: 1.787001, loss@max: 1.348593, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 4, loss@min: 1.281260, loss@max: 1.326329, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 5, loss@min: 1.070572, loss@max: 1.326809, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 6, loss@min: 1.025038, loss@max: 1.264650, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 7, loss@min: 1.101483, loss@max: 1.170155, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 8, loss@min: 0.965160, loss@max: 1.235639, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 9, loss@min: 0.928126, loss@max: 1.224288, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 0.952602, loss@max: 1.242311, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 0.926935, loss@max: 1.259034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.925161, loss@max: 1.287123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.953513, loss@max: 1.264845, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 0.951288, loss@max: 1.312983, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.932600, loss@max: 1.346041, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.975732, loss@max: 1.300237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.899603, loss@max: 1.402167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.991211, loss@max: 1.299091, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.940067, loss@max: 1.355031, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.927864, loss@max: 1.351111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.995002, loss@max: 1.312844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.913409, loss@max: 1.340410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.932529, loss@max: 1.358530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.929144, loss@max: 1.348600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.951475, loss@max: 1.339857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.955327, loss@max: 1.336665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.947463, loss@max: 1.326484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.943993, loss@max: 1.364829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.961055, loss@max: 1.314197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.928660, loss@max: 1.354712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.929150, loss@max: 1.369871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.936176, loss@max: 1.359590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.974868, loss@max: 1.326532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.947634, loss@max: 1.338262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.924808, loss@max: 1.381361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.954031, loss@max: 1.334499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.935821, loss@max: 1.369796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.943099, loss@max: 1.355900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.949375, loss@max: 1.351108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.933782, loss@max: 1.373821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.964586, loss@max: 1.336323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.933688, loss@max: 1.383610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.942544, loss@max: 1.373044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.957991, loss@max: 1.348313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.948455, loss@max: 1.359573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.940741, loss@max: 1.365327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.966647, loss@max: 1.345203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.950119, loss@max: 1.358607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944363, loss@max: 1.370577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.958216, loss@max: 1.354317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.948254, loss@max: 1.355507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.949509, loss@max: 1.364450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.951191, loss@max: 1.361116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.937661, loss@max: 1.367852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943710, loss@max: 1.367660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.954216, loss@max: 1.355084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.953577, loss@max: 1.364935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.949316, loss@max: 1.365334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953451, loss@max: 1.358471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.941882, loss@max: 1.368223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.939109, loss@max: 1.377324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954158, loss@max: 1.364829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.955952, loss@max: 1.357227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.935800, loss@max: 1.374500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.949229, loss@max: 1.364413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.952773, loss@max: 1.356968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.942048, loss@max: 1.371565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.943442, loss@max: 1.369851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.949839, loss@max: 1.363547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.945247, loss@max: 1.366834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.943909, loss@max: 1.364900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.946589, loss@max: 1.363232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.946614, loss@max: 1.364410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.943977, loss@max: 1.367486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.952232, loss@max: 1.361848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.943022, loss@max: 1.369074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.949735, loss@max: 1.360714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.952572, loss@max: 1.355800, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.948186, loss@max: 1.362317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.941587, loss@max: 1.370026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000625, LT: 1.775815, Top1S: 100.000000, Top1T: 66.371155Best acc: 66.371155 Train:epoch: 81, loss@min: 0.940483, loss@max: 1.369138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000619, LT: 1.777553, Top1S: 100.000000, Top1T: 66.666664Best acc: 66.666664 Train:epoch: 82, loss@min: 0.949752, loss@max: 1.359750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000616, LT: 1.780365, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 83, loss@min: 0.949125, loss@max: 1.359702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000614, LT: 1.785958, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 84, loss@min: 0.944947, loss@max: 1.365409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000609, LT: 1.788172, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 85, loss@min: 0.954749, loss@max: 1.353903, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000607, LT: 1.790614, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 86, loss@min: 0.946331, loss@max: 1.362966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000606, LT: 1.795141, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 87, loss@min: 0.939355, loss@max: 1.370458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000601, LT: 1.797273, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 88, loss@min: 0.951421, loss@max: 1.356715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000597, LT: 1.798830, Top1S: 100.000000, Top1T: 66.725769Best acc: 66.725769 Train:epoch: 89, loss@min: 0.948588, loss@max: 1.358010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000596, LT: 1.801299, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 90, loss@min: 0.948218, loss@max: 1.358620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000593, LT: 1.804664, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 91, loss@min: 0.951109, loss@max: 1.355366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000590, LT: 1.807970, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 92, loss@min: 0.950026, loss@max: 1.357496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000589, LT: 1.811803, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 93, loss@min: 0.941361, loss@max: 1.365991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000586, LT: 1.815430, Top1S: 100.000000, Top1T: 66.843971Best acc: 66.843971 Train:epoch: 94, loss@min: 0.950860, loss@max: 1.355566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000582, LT: 1.818830, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 95, loss@min: 0.950825, loss@max: 1.357134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000581, LT: 1.822610, Top1S: 100.000000, Top1T: 67.021278Best acc: 67.021278 Train:epoch: 96, loss@min: 0.942482, loss@max: 1.364241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000580, LT: 1.825887, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 97, loss@min: 0.948438, loss@max: 1.358298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000577, LT: 1.828823, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 98, loss@min: 0.950126, loss@max: 1.357068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000575, LT: 1.832779, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 99, loss@min: 0.946274, loss@max: 1.359972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000574, LT: 1.836180, Top1S: 100.000000, Top1T: 67.080376Best acc: 67.080376 Train:epoch: 100, loss@min: 0.942704, loss@max: 1.363678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000571, LT: 1.837828, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 101, loss@min: 0.950412, loss@max: 1.355862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000569, LT: 1.839585, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 102, loss@min: 0.948710, loss@max: 1.356876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000569, LT: 1.842999, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 103, loss@min: 0.946501, loss@max: 1.358484, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000567, LT: 1.844409, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 104, loss@min: 0.944613, loss@max: 1.360405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000565, LT: 1.845733, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 105, loss@min: 0.947012, loss@max: 1.358321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000564, LT: 1.847402, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 106, loss@min: 0.942701, loss@max: 1.362909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000563, LT: 1.848543, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 107, loss@min: 0.945261, loss@max: 1.360161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000561, LT: 1.849605, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 108, loss@min: 0.950361, loss@max: 1.354560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000560, LT: 1.851129, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 109, loss@min: 0.946709, loss@max: 1.359488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000559, LT: 1.853059, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 110, loss@min: 0.945079, loss@max: 1.360013, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000558, LT: 1.854576, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 111, loss@min: 0.949588, loss@max: 1.355031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000556, LT: 1.855295, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 112, loss@min: 0.948168, loss@max: 1.356337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000556, LT: 1.856496, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 113, loss@min: 0.944795, loss@max: 1.361798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000555, LT: 1.858071, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 114, loss@min: 0.947276, loss@max: 1.357651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000553, LT: 1.859624, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 115, loss@min: 0.949145, loss@max: 1.356480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000552, LT: 1.860986, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 116, loss@min: 0.946159, loss@max: 1.358763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000552, LT: 1.862270, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 117, loss@min: 0.950007, loss@max: 1.355589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000551, LT: 1.863909, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 118, loss@min: 0.946648, loss@max: 1.358793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000551, LT: 1.865242, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 119, loss@min: 0.942716, loss@max: 1.361234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000550, LT: 1.866441, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 120, loss@min: 0.944486, loss@max: 1.361134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000549, LT: 1.867172, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 121, loss@min: 0.949188, loss@max: 1.354414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000548, LT: 1.867796, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 122, loss@min: 0.947362, loss@max: 1.357401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000548, LT: 1.868671, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 123, loss@min: 0.948182, loss@max: 1.356344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000547, LT: 1.869505, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 124, loss@min: 0.945980, loss@max: 1.359385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000547, LT: 1.870028, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 125, loss@min: 0.945479, loss@max: 1.358754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000546, LT: 1.870507, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 126, loss@min: 0.947157, loss@max: 1.358054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000546, LT: 1.871103, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 127, loss@min: 0.945836, loss@max: 1.358648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000546, LT: 1.871717, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 128, loss@min: 0.946286, loss@max: 1.357926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000545, LT: 1.872356, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 129, loss@min: 0.946480, loss@max: 1.357202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000545, LT: 1.872854, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 130, loss@min: 0.943154, loss@max: 1.361212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000544, LT: 1.873285, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 131, loss@min: 0.946227, loss@max: 1.360123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000544, LT: 1.873591, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 132, loss@min: 0.949037, loss@max: 1.356704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000543, LT: 1.873764, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 133, loss@min: 0.947644, loss@max: 1.357449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000543, LT: 1.873909, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 134, loss@min: 0.947529, loss@max: 1.356222, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000543, LT: 1.874117, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 135, loss@min: 0.945637, loss@max: 1.358425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000543, LT: 1.874435, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 136, loss@min: 0.948452, loss@max: 1.356600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000543, LT: 1.874677, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 137, loss@min: 0.947584, loss@max: 1.357632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000543, LT: 1.874903, Top1S: 100.000000, Top1T: 67.139481Best acc: 67.139481 Train:epoch: 138, loss@min: 0.944603, loss@max: 1.358874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000543, LT: 1.875083, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 139, loss@min: 0.947045, loss@max: 1.356612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000543, LT: 1.875231, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 140, loss@min: 0.942449, loss@max: 1.361464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000543, LT: 1.875339, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 141, loss@min: 0.945383, loss@max: 1.358933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000543, LT: 1.875427, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 142, loss@min: 0.946777, loss@max: 1.362512, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000542, LT: 1.875452, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 143, loss@min: 0.944563, loss@max: 1.360172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000542, LT: 1.875408, Top1S: 100.000000, Top1T: 67.198578Best acc: 67.198578 Train:epoch: 144, loss@min: 0.947105, loss@max: 1.356944, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000542, LT: 1.875399, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 145, loss@min: 0.943953, loss@max: 1.359879, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000542, LT: 1.875407, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 146, loss@min: 0.945421, loss@max: 1.358488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000542, LT: 1.875422, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 147, loss@min: 0.946199, loss@max: 1.357596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000542, LT: 1.875434, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 148, loss@min: 0.945305, loss@max: 1.358438, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000542, LT: 1.875440, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 149, loss@min: 0.944914, loss@max: 1.359218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000542, LT: 1.875441, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 150, loss@min: 0.946782, loss@max: 1.357092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000542, LT: 1.875441, Top1S: 100.000000, Top1T: 67.198578 ------------------------------------------- Sat Aug 5 22:17:35 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Aug 5 22:33:30 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.807691, loss@max: 2.132194, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.238818, loss@max: 1.612196, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.818652, loss@max: 1.355074, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.431980, loss@max: 1.457589, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.271060, loss@max: 1.410251, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.196054, loss@max: 1.305310, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.124145, loss@max: 1.298018, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.133900, loss@max: 1.294019, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.008143, loss@max: 1.292641, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.019452, loss@max: 1.253727, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.006049, loss@max: 1.259361, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.950056, loss@max: 1.294760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.972026, loss@max: 1.280225, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.963697, loss@max: 1.293103, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.931026, loss@max: 1.307256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.971428, loss@max: 1.285437, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.948209, loss@max: 1.315792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.943461, loss@max: 1.329128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.942532, loss@max: 1.328718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.968127, loss@max: 1.319436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.932681, loss@max: 1.392957, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.014438, loss@max: 1.328943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.964467, loss@max: 1.403751, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.977679, loss@max: 1.374807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.961537, loss@max: 1.393629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968737, loss@max: 1.379531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.938270, loss@max: 1.409568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.982228, loss@max: 1.385073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.959429, loss@max: 1.404593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.000606, loss@max: 1.388909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.962290, loss@max: 1.435757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.952929, loss@max: 1.473035, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.005466, loss@max: 1.458910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.966255, loss@max: 1.451671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.984067, loss@max: 1.494192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.950195, loss@max: 1.515182, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.974928, loss@max: 1.461803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.986072, loss@max: 1.435190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.922871, loss@max: 1.486684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.015627, loss@max: 1.399651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.981830, loss@max: 1.427470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.944923, loss@max: 1.452027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.972973, loss@max: 1.431427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.935588, loss@max: 1.476533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.992847, loss@max: 1.394705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.989624, loss@max: 1.393563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.938131, loss@max: 1.459732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.987791, loss@max: 1.401156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.961501, loss@max: 1.432806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.963705, loss@max: 1.425531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.972466, loss@max: 1.417853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.972930, loss@max: 1.415842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.961750, loss@max: 1.423742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.994215, loss@max: 1.399462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943653, loss@max: 1.428435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.965108, loss@max: 1.399679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.957867, loss@max: 1.417005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.958966, loss@max: 1.410566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.969410, loss@max: 1.394335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.979268, loss@max: 1.394570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.959682, loss@max: 1.413091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.963077, loss@max: 1.403750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.978769, loss@max: 1.390502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.956524, loss@max: 1.404383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.967465, loss@max: 1.395164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.949881, loss@max: 1.416361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.948874, loss@max: 1.400645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.974224, loss@max: 1.374828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956544, loss@max: 1.402033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.940810, loss@max: 1.409427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.982056, loss@max: 1.367673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.963306, loss@max: 1.381744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.941953, loss@max: 1.400693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.969189, loss@max: 1.376205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.957307, loss@max: 1.380802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.943768, loss@max: 1.390973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.963696, loss@max: 1.367507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.961122, loss@max: 1.378974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.946282, loss@max: 1.387715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.952541, loss@max: 1.383156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000607, LT: 1.698278, Top1S: 100.000000, Top1T: 67.080376Best acc: 67.080376 Train:epoch: 81, loss@min: 0.963634, loss@max: 1.366165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000606, LT: 1.701856, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 82, loss@min: 0.957195, loss@max: 1.381855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000603, LT: 1.705470, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 83, loss@min: 0.951433, loss@max: 1.378520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000598, LT: 1.709214, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 84, loss@min: 0.961254, loss@max: 1.375420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000596, LT: 1.709711, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 85, loss@min: 0.954386, loss@max: 1.373817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000595, LT: 1.711687, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 86, loss@min: 0.945446, loss@max: 1.381816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000590, LT: 1.714314, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 87, loss@min: 0.947669, loss@max: 1.381351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000588, LT: 1.715090, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 88, loss@min: 0.957218, loss@max: 1.369899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000588, LT: 1.716807, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 89, loss@min: 0.951745, loss@max: 1.374845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000586, LT: 1.717880, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 90, loss@min: 0.942164, loss@max: 1.383057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000582, LT: 1.717390, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 91, loss@min: 0.955698, loss@max: 1.365020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000580, LT: 1.719731, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 92, loss@min: 0.951702, loss@max: 1.367034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000580, LT: 1.723055, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 93, loss@min: 0.950217, loss@max: 1.374767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000576, LT: 1.725379, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 94, loss@min: 0.952123, loss@max: 1.374292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000573, LT: 1.727329, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 95, loss@min: 0.947272, loss@max: 1.374057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000572, LT: 1.730080, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 96, loss@min: 0.957323, loss@max: 1.366741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000570, LT: 1.733788, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 97, loss@min: 0.956474, loss@max: 1.369102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000567, LT: 1.735774, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 98, loss@min: 0.951908, loss@max: 1.372604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000565, LT: 1.738426, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 99, loss@min: 0.951738, loss@max: 1.371351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000564, LT: 1.740250, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 100, loss@min: 0.951925, loss@max: 1.369626, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000563, LT: 1.741072, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 101, loss@min: 0.951031, loss@max: 1.370613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000561, LT: 1.742251, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 102, loss@min: 0.947222, loss@max: 1.371479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000560, LT: 1.742965, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 103, loss@min: 0.949350, loss@max: 1.367838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000559, LT: 1.742703, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 104, loss@min: 0.951684, loss@max: 1.368133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000558, LT: 1.743394, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 105, loss@min: 0.954398, loss@max: 1.367256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000556, LT: 1.745161, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 106, loss@min: 0.956694, loss@max: 1.363624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000555, LT: 1.745688, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 107, loss@min: 0.940881, loss@max: 1.379584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000554, LT: 1.745225, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 108, loss@min: 0.945059, loss@max: 1.374795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000552, LT: 1.745493, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 109, loss@min: 0.949278, loss@max: 1.367226, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000551, LT: 1.745900, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 110, loss@min: 0.958552, loss@max: 1.357432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000551, LT: 1.746580, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 111, loss@min: 0.947989, loss@max: 1.368385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000550, LT: 1.747225, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 112, loss@min: 0.948846, loss@max: 1.365716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000549, LT: 1.748272, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 113, loss@min: 0.944194, loss@max: 1.374656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000548, LT: 1.749493, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 114, loss@min: 0.951827, loss@max: 1.366674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000547, LT: 1.750439, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 115, loss@min: 0.952845, loss@max: 1.365312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000546, LT: 1.750962, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 116, loss@min: 0.955740, loss@max: 1.362373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000546, LT: 1.751701, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 117, loss@min: 0.951398, loss@max: 1.369128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000545, LT: 1.752919, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 118, loss@min: 0.953676, loss@max: 1.365834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000545, LT: 1.754077, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 119, loss@min: 0.941357, loss@max: 1.371725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000544, LT: 1.754768, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 120, loss@min: 0.951051, loss@max: 1.368453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000544, LT: 1.755254, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 121, loss@min: 0.947054, loss@max: 1.365325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000543, LT: 1.756174, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 122, loss@min: 0.947259, loss@max: 1.366796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000542, LT: 1.756685, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 123, loss@min: 0.950841, loss@max: 1.368154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000541, LT: 1.757116, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 124, loss@min: 0.950222, loss@max: 1.366696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000541, LT: 1.757198, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 125, loss@min: 0.947300, loss@max: 1.367810, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000541, LT: 1.757282, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 126, loss@min: 0.944908, loss@max: 1.370684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000541, LT: 1.757664, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 127, loss@min: 0.952163, loss@max: 1.364481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000540, LT: 1.758142, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 128, loss@min: 0.949861, loss@max: 1.364848, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000540, LT: 1.758745, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 129, loss@min: 0.953141, loss@max: 1.361864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000540, LT: 1.759249, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 130, loss@min: 0.950298, loss@max: 1.363092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000539, LT: 1.759641, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 131, loss@min: 0.945740, loss@max: 1.371614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000539, LT: 1.759916, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 132, loss@min: 0.947351, loss@max: 1.371098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000539, LT: 1.760059, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 133, loss@min: 0.949695, loss@max: 1.371451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000538, LT: 1.760192, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 134, loss@min: 0.949729, loss@max: 1.364484, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Sat Aug 5 23:15:25 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.807690, loss@max: 2.132195, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.238816, loss@max: 1.612197, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.818653, loss@max: 1.355072, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.431978, loss@max: 1.457589, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.271059, loss@max: 1.410251, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.196052, loss@max: 1.305311, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.124145, loss@max: 1.298017, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.133901, loss@max: 1.294018, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.008143, loss@max: 1.292642, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.019453, loss@max: 1.253726, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.006048, loss@max: 1.259361, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.950055, loss@max: 1.294760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.972028, loss@max: 1.280222, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.963695, loss@max: 1.293110, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.931030, loss@max: 1.307257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.971434, loss@max: 1.285431, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.948193, loss@max: 1.315802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.943466, loss@max: 1.329109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.942532, loss@max: 1.328727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.968131, loss@max: 1.319439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.932676, loss@max: 1.392961, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.014458, loss@max: 1.328951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.964474, loss@max: 1.403740, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.977668, loss@max: 1.374834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.961543, loss@max: 1.393626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968752, loss@max: 1.379517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.938255, loss@max: 1.409586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.982247, loss@max: 1.385039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.959366, loss@max: 1.404649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.000643, loss@max: 1.388893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.962220, loss@max: 1.435753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.952937, loss@max: 1.472977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.005491, loss@max: 1.458949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.966266, loss@max: 1.451641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.984046, loss@max: 1.494132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.950127, loss@max: 1.515101, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.974992, loss@max: 1.461757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.986003, loss@max: 1.435325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.922787, loss@max: 1.486707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.015853, loss@max: 1.399362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.981658, loss@max: 1.427888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.945054, loss@max: 1.452034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.973009, loss@max: 1.431395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.935525, loss@max: 1.476740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.992954, loss@max: 1.394657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.989691, loss@max: 1.393432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.937929, loss@max: 1.459909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.987943, loss@max: 1.401063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.961547, loss@max: 1.432665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.963438, loss@max: 1.425790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000764, LT: 1.632481, Top1S: 100.000000, Top1T: 66.903076Best acc: 66.903076 Train:epoch: 51, loss@min: 0.972765, loss@max: 1.417540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.000751, LT: 1.641791, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 52, loss@min: 0.972821, loss@max: 1.416069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.000747, LT: 1.639553, Top1S: 100.000000, Top1T: 67.434990Best acc: 67.434990 Train:epoch: 53, loss@min: 0.961378, loss@max: 1.423872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000745, LT: 1.645083, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 54, loss@min: 0.994004, loss@max: 1.399209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.000732, LT: 1.642213, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 55, loss@min: 0.943361, loss@max: 1.429063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.000724, LT: 1.640837, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 56, loss@min: 0.965338, loss@max: 1.398906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.000716, LT: 1.645801, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 57, loss@min: 0.957883, loss@max: 1.416734, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000713, LT: 1.646834, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 58, loss@min: 0.958296, loss@max: 1.410776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000704, LT: 1.647383, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 59, loss@min: 0.970380, loss@max: 1.393246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000698, LT: 1.647309, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 60, loss@min: 0.978520, loss@max: 1.394680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000696, LT: 1.644257, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 61, loss@min: 0.945747, loss@max: 1.426409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000686, LT: 1.647144, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 62, loss@min: 0.957601, loss@max: 1.404561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000682, LT: 1.652590, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 63, loss@min: 0.962171, loss@max: 1.398002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000676, LT: 1.655673, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 64, loss@min: 0.966275, loss@max: 1.404014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000669, LT: 1.658569, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 65, loss@min: 0.956943, loss@max: 1.402620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000669, LT: 1.659278, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 66, loss@min: 0.951400, loss@max: 1.395987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000659, LT: 1.660330, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 67, loss@min: 0.971897, loss@max: 1.380697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000655, LT: 1.661691, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 68, loss@min: 0.945781, loss@max: 1.409933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000653, LT: 1.664280, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 69, loss@min: 0.953852, loss@max: 1.389200, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000649, LT: 1.666658, Top1S: 100.000000, Top1T: 67.494087Best acc: 67.494087 Train:epoch: 70, loss@min: 0.980518, loss@max: 1.368584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000647, LT: 1.670285, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 71, loss@min: 0.957379, loss@max: 1.386063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000643, LT: 1.670820, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 72, loss@min: 0.940731, loss@max: 1.410415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000638, LT: 1.671478, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 73, loss@min: 0.955420, loss@max: 1.382190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000634, LT: 1.677317, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 74, loss@min: 0.949759, loss@max: 1.389470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000631, LT: 1.683973, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 75, loss@min: 0.947775, loss@max: 1.382272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000627, LT: 1.685083, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 76, loss@min: 0.956795, loss@max: 1.376984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000624, LT: 1.686690, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 77, loss@min: 0.952041, loss@max: 1.378763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000619, LT: 1.694287, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 78, loss@min: 0.950930, loss@max: 1.381467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000616, LT: 1.697486, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 79, loss@min: 0.950630, loss@max: 1.378778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000614, LT: 1.700857, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 80, loss@min: 0.950563, loss@max: 1.380123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000610, LT: 1.706381, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 81, loss@min: 0.959581, loss@max: 1.373080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000606, LT: 1.706907, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 82, loss@min: 0.952718, loss@max: 1.379067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000603, LT: 1.706030, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 83, loss@min: 0.962168, loss@max: 1.366650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000601, LT: 1.707601, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 84, loss@min: 0.936546, loss@max: 1.393938, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000598, LT: 1.710330, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 85, loss@min: 0.941234, loss@max: 1.388378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000594, LT: 1.713491, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 86, loss@min: 0.954345, loss@max: 1.376016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000592, LT: 1.715274, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 87, loss@min: 0.956111, loss@max: 1.366887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000592, LT: 1.716979, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 88, loss@min: 0.947348, loss@max: 1.378198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000589, LT: 1.717729, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 89, loss@min: 0.956206, loss@max: 1.370854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000585, LT: 1.719676, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 90, loss@min: 0.941867, loss@max: 1.379745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000583, LT: 1.722499, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 91, loss@min: 0.946360, loss@max: 1.379767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000582, LT: 1.723429, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 92, loss@min: 0.949784, loss@max: 1.375113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000578, LT: 1.724313, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 93, loss@min: 0.959537, loss@max: 1.364759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000576, LT: 1.726249, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 94, loss@min: 0.954749, loss@max: 1.379105, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 0.000575, LT: 1.727975, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 95, loss@min: 0.947320, loss@max: 1.374600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000573, LT: 1.729039, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 96, loss@min: 0.958666, loss@max: 1.364521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000571, LT: 1.729831, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 97, loss@min: 0.943255, loss@max: 1.382885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000569, LT: 1.731986, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 98, loss@min: 0.949155, loss@max: 1.371349, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000568, LT: 1.733701, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 99, loss@min: 0.945058, loss@max: 1.376217, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000567, LT: 1.734515, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 100, loss@min: 0.954675, loss@max: 1.364031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000565, LT: 1.735759, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 101, loss@min: 0.952384, loss@max: 1.369679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000563, LT: 1.737796, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 102, loss@min: 0.951507, loss@max: 1.367873, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000561, LT: 1.739838, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 103, loss@min: 0.956897, loss@max: 1.359864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000560, LT: 1.741080, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 104, loss@min: 0.949935, loss@max: 1.368173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000558, LT: 1.741702, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 105, loss@min: 0.954450, loss@max: 1.365389, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000556, LT: 1.742287, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 106, loss@min: 0.953765, loss@max: 1.366016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000556, LT: 1.743458, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 107, loss@min: 0.957596, loss@max: 1.360157, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000555, LT: 1.745108, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 108, loss@min: 0.942719, loss@max: 1.375681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000555, LT: 1.746853, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 109, loss@min: 0.942593, loss@max: 1.376377, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000553, LT: 1.748385, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 110, loss@min: 0.950853, loss@max: 1.367445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000552, LT: 1.749433, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 111, loss@min: 0.950187, loss@max: 1.369135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000551, LT: 1.751255, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 112, loss@min: 0.952790, loss@max: 1.367499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000550, LT: 1.753356, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 113, loss@min: 0.947185, loss@max: 1.368804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000549, LT: 1.754370, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 114, loss@min: 0.947650, loss@max: 1.371013, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000548, LT: 1.754708, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 115, loss@min: 0.945601, loss@max: 1.371251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000548, LT: 1.755238, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 116, loss@min: 0.947824, loss@max: 1.369764, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000547, LT: 1.755916, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 117, loss@min: 0.952595, loss@max: 1.364331, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000547, LT: 1.756293, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 118, loss@min: 0.953431, loss@max: 1.365247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000546, LT: 1.756668, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 119, loss@min: 0.952949, loss@max: 1.363444, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000545, LT: 1.757148, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 120, loss@min: 0.952935, loss@max: 1.365837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000545, LT: 1.757894, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 121, loss@min: 0.949627, loss@max: 1.366228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000544, LT: 1.758603, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 122, loss@min: 0.951262, loss@max: 1.362132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000543, LT: 1.759023, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 123, loss@min: 0.946955, loss@max: 1.370382, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000543, LT: 1.759315, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 124, loss@min: 0.948553, loss@max: 1.367714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000542, LT: 1.759334, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 125, loss@min: 0.955196, loss@max: 1.362962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000542, LT: 1.759395, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 126, loss@min: 0.950944, loss@max: 1.366394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000542, LT: 1.759901, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 127, loss@min: 0.949398, loss@max: 1.370547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000541, LT: 1.760453, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 128, loss@min: 0.948004, loss@max: 1.365374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000541, LT: 1.760824, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 129, loss@min: 0.948637, loss@max: 1.367011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000541, LT: 1.761086, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 130, loss@min: 0.948632, loss@max: 1.371056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000541, LT: 1.761095, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 131, loss@min: 0.950262, loss@max: 1.362296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000540, LT: 1.761099, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 132, loss@min: 0.950886, loss@max: 1.364558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000540, LT: 1.761360, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 133, loss@min: 0.949408, loss@max: 1.366378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000540, LT: 1.761719, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 134, loss@min: 0.952671, loss@max: 1.362113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000540, LT: 1.762090, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 135, loss@min: 0.950663, loss@max: 1.364796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000540, LT: 1.762476, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 136, loss@min: 0.950386, loss@max: 1.369531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000539, LT: 1.762833, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 137, loss@min: 0.954418, loss@max: 1.361975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000539, LT: 1.763091, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 138, loss@min: 0.943148, loss@max: 1.368560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000539, LT: 1.763187, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 139, loss@min: 0.945457, loss@max: 1.365374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000539, LT: 1.763217, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 140, loss@min: 0.945773, loss@max: 1.366551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000539, LT: 1.763219, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 141, loss@min: 0.947158, loss@max: 1.366629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000539, LT: 1.763249, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 142, loss@min: 0.949289, loss@max: 1.367551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000539, LT: 1.763291, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 143, loss@min: 0.954315, loss@max: 1.366105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000539, LT: 1.763301, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 144, loss@min: 0.950229, loss@max: 1.366420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000539, LT: 1.763314, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 145, loss@min: 0.949357, loss@max: 1.361671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000539, LT: 1.763322, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 146, loss@min: 0.947581, loss@max: 1.368047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000539, LT: 1.763328, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 147, loss@min: 0.950888, loss@max: 1.368434, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000539, LT: 1.763336, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 148, loss@min: 0.950769, loss@max: 1.362513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000539, LT: 1.763340, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 149, loss@min: 0.950419, loss@max: 1.365526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000539, LT: 1.763340, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 150, loss@min: 0.944728, loss@max: 1.368967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000539, LT: 1.763340, Top1S: 100.000000, Top1T: 67.139481 ------------------------------------------- Sun Aug 6 00:16:54 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Sun Aug 6 22:49:49 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.803327, loss@max: 2.130729, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.236694, loss@max: 1.607340, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.814653, loss@max: 1.353371, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.426357, loss@max: 1.457415, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.267636, loss@max: 1.407923, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.195760, loss@max: 1.301264, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.120075, loss@max: 1.297748, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.130534, loss@max: 1.292635, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.007098, loss@max: 1.289278, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.017569, loss@max: 1.253789, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.003559, loss@max: 1.259349, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.948381, loss@max: 1.294053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.965239, loss@max: 1.281663, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.967555, loss@max: 1.283916, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.925771, loss@max: 1.308211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.966760, loss@max: 1.287850, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.954534, loss@max: 1.313527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.941910, loss@max: 1.336922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.944211, loss@max: 1.317583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.961304, loss@max: 1.328766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.939653, loss@max: 1.382253, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.986068, loss@max: 1.323751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.961768, loss@max: 1.394999, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.976486, loss@max: 1.370540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.954043, loss@max: 1.377708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.984264, loss@max: 1.380482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.943350, loss@max: 1.419473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.979324, loss@max: 1.393864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.961272, loss@max: 1.405839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.995281, loss@max: 1.388960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.970360, loss@max: 1.441710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.957976, loss@max: 1.496358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.024673, loss@max: 1.475083, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 0.970879, loss@max: 1.446137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.969770, loss@max: 1.510575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.950448, loss@max: 1.521033, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.984900, loss@max: 1.471441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.017761, loss@max: 1.447006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.925667, loss@max: 1.494581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.023761, loss@max: 1.416479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.957543, loss@max: 1.477360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.988631, loss@max: 1.420244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.970169, loss@max: 1.449255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.911202, loss@max: 1.511463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.013862, loss@max: 1.371456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.987862, loss@max: 1.406876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.949891, loss@max: 1.457448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.980665, loss@max: 1.423884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.969339, loss@max: 1.431327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.954614, loss@max: 1.427453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000762, LT: 1.611851, Top1S: 100.000000, Top1T: 66.607567Best acc: 66.607567 Train:epoch: 51, loss@min: 0.967179, loss@max: 1.418962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.000753, LT: 1.619191, Top1S: 100.000000, Top1T: 66.843971Best acc: 66.843971 Train:epoch: 52, loss@min: 0.985959, loss@max: 1.407248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.000741, LT: 1.620387, Top1S: 100.000000, Top1T: 67.198578Best acc: 67.198578 Train:epoch: 53, loss@min: 0.939800, loss@max: 1.447323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000738, LT: 1.626643, Top1S: 100.000000, Top1T: 67.257683Best acc: 67.257683 Train:epoch: 54, loss@min: 0.995378, loss@max: 1.394420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.000732, LT: 1.623209, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 55, loss@min: 0.953236, loss@max: 1.422448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.000722, LT: 1.623596, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 56, loss@min: 0.953197, loss@max: 1.411089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.000713, LT: 1.629111, Top1S: 100.000000, Top1T: 67.375885Best acc: 67.375885 Train:epoch: 57, loss@min: 0.951162, loss@max: 1.413844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000711, LT: 1.629336, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 58, loss@min: 0.957621, loss@max: 1.400187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000703, LT: 1.628415, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 59, loss@min: 0.967441, loss@max: 1.387820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000697, LT: 1.629260, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 60, loss@min: 0.968757, loss@max: 1.398633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000696, LT: 1.630762, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 61, loss@min: 0.955409, loss@max: 1.404521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000684, LT: 1.633033, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 62, loss@min: 0.972832, loss@max: 1.391164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000682, LT: 1.637646, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 63, loss@min: 0.961775, loss@max: 1.387742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000676, LT: 1.642963, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 64, loss@min: 0.961841, loss@max: 1.393794, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000671, LT: 1.646365, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 65, loss@min: 0.950384, loss@max: 1.410768, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000670, LT: 1.647477, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 66, loss@min: 0.969271, loss@max: 1.371519, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000660, LT: 1.649508, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 67, loss@min: 0.960902, loss@max: 1.390001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000656, LT: 1.650918, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 68, loss@min: 0.951153, loss@max: 1.394862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000653, LT: 1.655563, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 69, loss@min: 0.965020, loss@max: 1.375835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000649, LT: 1.658873, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 70, loss@min: 0.974913, loss@max: 1.368872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000648, LT: 1.661279, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 71, loss@min: 0.951103, loss@max: 1.380758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000643, LT: 1.663310, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 72, loss@min: 0.942326, loss@max: 1.397079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000638, LT: 1.665551, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 73, loss@min: 0.956869, loss@max: 1.374690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000636, LT: 1.669950, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 74, loss@min: 0.949350, loss@max: 1.381165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000631, LT: 1.677563, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 75, loss@min: 0.952081, loss@max: 1.376863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000626, LT: 1.679882, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 76, loss@min: 0.958918, loss@max: 1.372671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000622, LT: 1.681684, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 77, loss@min: 0.950807, loss@max: 1.379870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000618, LT: 1.689881, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 78, loss@min: 0.950624, loss@max: 1.379684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000615, LT: 1.692816, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 79, loss@min: 0.945729, loss@max: 1.383105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000613, LT: 1.695712, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 80, loss@min: 0.955399, loss@max: 1.374240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000610, LT: 1.701866, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 81, loss@min: 0.961542, loss@max: 1.372596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000607, LT: 1.703662, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 82, loss@min: 0.957397, loss@max: 1.375454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000603, LT: 1.702767, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 83, loss@min: 0.959907, loss@max: 1.368441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000600, LT: 1.702953, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 84, loss@min: 0.934203, loss@max: 1.395225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000598, LT: 1.706363, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 85, loss@min: 0.943010, loss@max: 1.385139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000594, LT: 1.709584, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 86, loss@min: 0.950971, loss@max: 1.378562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000592, LT: 1.710196, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 87, loss@min: 0.949397, loss@max: 1.374155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000591, LT: 1.712885, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 88, loss@min: 0.951313, loss@max: 1.372394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000588, LT: 1.714448, Top1S: 100.000000, Top1T: 67.434990Best acc: 67.434990 Train:epoch: 89, loss@min: 0.951715, loss@max: 1.373603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000584, LT: 1.715587, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 90, loss@min: 0.946370, loss@max: 1.374496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000582, LT: 1.718918, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 91, loss@min: 0.945661, loss@max: 1.378216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000581, LT: 1.720047, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 92, loss@min: 0.953070, loss@max: 1.373106, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000577, LT: 1.720154, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 93, loss@min: 0.954820, loss@max: 1.368877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000575, LT: 1.722469, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 94, loss@min: 0.948966, loss@max: 1.382793, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 0.000574, LT: 1.723837, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 95, loss@min: 0.947868, loss@max: 1.373700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000572, LT: 1.725171, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 96, loss@min: 0.955467, loss@max: 1.365237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000569, LT: 1.726480, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 97, loss@min: 0.945793, loss@max: 1.379383, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000569, LT: 1.728684, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 98, loss@min: 0.951515, loss@max: 1.366864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.000567, LT: 1.729943, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 99, loss@min: 0.944737, loss@max: 1.374520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.000566, LT: 1.730793, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 100, loss@min: 0.953027, loss@max: 1.365144, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.000564, LT: 1.732442, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 101, loss@min: 0.955733, loss@max: 1.364890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.000563, LT: 1.734283, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 102, loss@min: 0.943726, loss@max: 1.374187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.000561, LT: 1.735997, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 103, loss@min: 0.953424, loss@max: 1.362060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.000559, LT: 1.737240, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 104, loss@min: 0.949977, loss@max: 1.366910, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000557, LT: 1.737932, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 105, loss@min: 0.956918, loss@max: 1.362511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000555, LT: 1.739001, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 106, loss@min: 0.949863, loss@max: 1.368170, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000555, LT: 1.740503, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 107, loss@min: 0.951179, loss@max: 1.365845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000554, LT: 1.742024, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 108, loss@min: 0.945214, loss@max: 1.371969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000553, LT: 1.743344, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 109, loss@min: 0.946460, loss@max: 1.372299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.000552, LT: 1.745049, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 110, loss@min: 0.952626, loss@max: 1.364980, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.000551, LT: 1.746933, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 111, loss@min: 0.947799, loss@max: 1.370339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.000550, LT: 1.748863, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 112, loss@min: 0.950661, loss@max: 1.368882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.000549, LT: 1.750354, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 113, loss@min: 0.948166, loss@max: 1.367151, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.000548, LT: 1.750805, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 114, loss@min: 0.949144, loss@max: 1.368387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.000547, LT: 1.751212, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 115, loss@min: 0.949404, loss@max: 1.366367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000547, LT: 1.751995, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 116, loss@min: 0.942867, loss@max: 1.373725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000546, LT: 1.752854, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 117, loss@min: 0.949390, loss@max: 1.366882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000546, LT: 1.753188, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 118, loss@min: 0.951097, loss@max: 1.366865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000545, LT: 1.753526, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 119, loss@min: 0.953989, loss@max: 1.361606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000544, LT: 1.754059, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 120, loss@min: 0.955148, loss@max: 1.363089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000543, LT: 1.754812, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 121, loss@min: 0.949450, loss@max: 1.365835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000543, LT: 1.755465, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 122, loss@min: 0.949987, loss@max: 1.362543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000542, LT: 1.755844, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 123, loss@min: 0.947557, loss@max: 1.368782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000542, LT: 1.756182, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 124, loss@min: 0.947983, loss@max: 1.367857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000541, LT: 1.756322, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 125, loss@min: 0.954932, loss@max: 1.362474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000541, LT: 1.756426, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 126, loss@min: 0.950163, loss@max: 1.366610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000540, LT: 1.756864, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 127, loss@min: 0.948286, loss@max: 1.370998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000540, LT: 1.757400, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 128, loss@min: 0.945889, loss@max: 1.366750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000540, LT: 1.757841, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 129, loss@min: 0.949133, loss@max: 1.365865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000540, LT: 1.758266, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 130, loss@min: 0.947734, loss@max: 1.371269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000539, LT: 1.758452, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 131, loss@min: 0.949649, loss@max: 1.362560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000539, LT: 1.758516, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 132, loss@min: 0.952956, loss@max: 1.361736, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000539, LT: 1.758773, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 133, loss@min: 0.951043, loss@max: 1.363909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000538, LT: 1.759082, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 134, loss@min: 0.951433, loss@max: 1.362675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000538, LT: 1.759392, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 135, loss@min: 0.952528, loss@max: 1.362360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000538, LT: 1.759726, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 136, loss@min: 0.949531, loss@max: 1.369368, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000538, LT: 1.760040, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 137, loss@min: 0.950676, loss@max: 1.364877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000538, LT: 1.760269, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 138, loss@min: 0.942949, loss@max: 1.368740, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000538, LT: 1.760334, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 139, loss@min: 0.946128, loss@max: 1.364508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000538, LT: 1.760345, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 140, loss@min: 0.946675, loss@max: 1.365048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000538, LT: 1.760337, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 141, loss@min: 0.948016, loss@max: 1.365138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000537, LT: 1.760370, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 142, loss@min: 0.950601, loss@max: 1.365458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000537, LT: 1.760418, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 143, loss@min: 0.953351, loss@max: 1.365764, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000537, LT: 1.760433, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 144, loss@min: 0.953235, loss@max: 1.362748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000537, LT: 1.760452, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 145, loss@min: 0.948244, loss@max: 1.362481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000537, LT: 1.760463, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 146, loss@min: 0.946938, loss@max: 1.368081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000537, LT: 1.760473, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 147, loss@min: 0.948366, loss@max: 1.369907, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000537, LT: 1.760483, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 148, loss@min: 0.951595, loss@max: 1.360786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000537, LT: 1.760488, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 149, loss@min: 0.950438, loss@max: 1.364792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000537, LT: 1.760488, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 150, loss@min: 0.945071, loss@max: 1.367885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000537, LT: 1.760487, Top1S: 100.000000, Top1T: 67.198578 ------------------------------------------- Sun Aug 6 23:56:37 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Mon Aug 7 00:06:03 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.510687, loss@max: 1.680259, Top1S acc: 100.000000, Top1T acc: 54.687500 Train:epoch: 2, loss@min: 4.144015, loss@max: 1.802264, Top1S acc: 100.000000, Top1T acc: 52.734375 Train:epoch: 3, loss@min: 3.663148, loss@max: 1.858992, Top1S acc: 100.000000, Top1T acc: 57.812500 Train:epoch: 4, loss@min: 3.321288, loss@max: 1.912551, Top1S acc: 100.000000, Top1T acc: 64.062500 Train:epoch: 5, loss@min: 2.902139, loss@max: 1.882352, Top1S acc: 100.000000, Top1T acc: 72.656250 Train:epoch: 6, loss@min: 2.702550, loss@max: 1.874246, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 7, loss@min: 2.329777, loss@max: 1.773407, Top1S acc: 100.000000, Top1T acc: 80.078125 Train:epoch: 8, loss@min: 2.245903, loss@max: 1.742086, Top1S acc: 100.000000, Top1T acc: 76.562500 Train:epoch: 9, loss@min: 2.157005, loss@max: 1.700620, Top1S acc: 100.000000, Top1T acc: 82.812500 Train:epoch: 10, loss@min: 2.064870, loss@max: 1.657264, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 11, loss@min: 2.026628, loss@max: 1.627543, Top1S acc: 100.000000, Top1T acc: 83.593750{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Mon Aug 7 00:08:35 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.503155, loss@max: 1.678857, Top1S acc: 100.000000, Top1T acc: 55.078125 Train:epoch: 2, loss@min: 4.134412, loss@max: 1.801016, Top1S acc: 100.000000, Top1T acc: 53.125000 Train:epoch: 3, loss@min: 3.648280, loss@max: 1.856658, Top1S acc: 100.000000, Top1T acc: 58.203125 Train:epoch: 4, loss@min: 3.303648, loss@max: 1.909068, Top1S acc: 100.000000, Top1T acc: 64.062500 Train:epoch: 5, loss@min: 2.883913, loss@max: 1.877683, Top1S acc: 100.000000, Top1T acc: 73.437500 Train:epoch: 6, loss@min: 2.685561, loss@max: 1.868743, Top1S acc: 100.000000, Top1T acc: 72.656250 Train:epoch: 7, loss@min: 2.312691, loss@max: 1.766545, Top1S acc: 100.000000, Top1T acc: 80.859375 Train:epoch: 8, loss@min: 2.229381, loss@max: 1.734534, Top1S acc: 100.000000, Top1T acc: 76.953125 Train:epoch: 9, loss@min: 2.139047, loss@max: 1.692101, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 10, loss@min: 2.045680, loss@max: 1.648319, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 11, loss@min: 2.007751, loss@max: 1.618532, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 12, loss@min: 1.767979, loss@max: 1.551915, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 13, loss@min: 1.665148, loss@max: 1.522037, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 14, loss@min: 1.613014, loss@max: 1.520614, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 15, loss@min: 1.464051, loss@max: 1.478245, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 16, loss@min: 1.400054, loss@max: 1.482050, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 17, loss@min: 1.434372, loss@max: 1.502203, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 18, loss@min: 1.364772, loss@max: 1.490904, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 19, loss@min: 1.273432, loss@max: 1.456444, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 20, loss@min: 1.280255, loss@max: 1.466686, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 21, loss@min: 1.268502, loss@max: 1.467825, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 22, loss@min: 1.141155, loss@max: 1.424785, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 1.212100, loss@max: 1.443033, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 24, loss@min: 1.171477, loss@max: 1.448184, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 25, loss@min: 1.111720, loss@max: 1.412019, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 26, loss@min: 1.095856, loss@max: 1.415067, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 1.072209, loss@max: 1.401942, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 28, loss@min: 1.077565, loss@max: 1.413826, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 29, loss@min: 1.061923, loss@max: 1.402006, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 30, loss@min: 1.043797, loss@max: 1.391990, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.047061, loss@max: 1.401852, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 32, loss@min: 1.032146, loss@max: 1.391190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.013074, loss@max: 1.386434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.000054, loss@max: 1.378387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.026478, loss@max: 1.398922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.060767, loss@max: 1.397156, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 37, loss@min: 1.006055, loss@max: 1.385221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.009711, loss@max: 1.387907, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.017001, loss@max: 1.401333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.989697, loss@max: 1.380272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.988717, loss@max: 1.378614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.005289, loss@max: 1.386101, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 0.981193, loss@max: 1.378047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.990448, loss@max: 1.385824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.987969, loss@max: 1.383130, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.983942, loss@max: 1.384424, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 1.003007, loss@max: 1.386889, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 48, loss@min: 0.977748, loss@max: 1.383622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.975317, loss@max: 1.378366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.977395, loss@max: 1.373547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.001840, LT: 1.541657, Top1S: 100.000000, Top1T: 67.257683Best acc: 67.257683 Train:epoch: 51, loss@min: 0.972361, loss@max: 1.379779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.001826, LT: 1.549496, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 52, loss@min: 0.979699, loss@max: 1.383510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.001814, LT: 1.555705, Top1S: 100.000000, Top1T: 67.434990Best acc: 67.434990 Train:epoch: 53, loss@min: 0.977877, loss@max: 1.381177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.001801, LT: 1.560725, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 54, loss@min: 0.973553, loss@max: 1.380057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.001790, LT: 1.565087, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 55, loss@min: 0.972319, loss@max: 1.380650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.001778, LT: 1.567976, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 56, loss@min: 0.962825, loss@max: 1.377555, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.001767, LT: 1.571824, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 57, loss@min: 0.971500, loss@max: 1.379110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.001756, LT: 1.574012, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 58, loss@min: 0.969543, loss@max: 1.377765, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.001745, LT: 1.578570, Top1S: 100.000000, Top1T: 67.612289Best acc: 67.612289 Train:epoch: 59, loss@min: 0.968130, loss@max: 1.375078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.001734, LT: 1.584754, Top1S: 100.000000, Top1T: 67.848701Best acc: 67.848701 Train:epoch: 60, loss@min: 0.975296, loss@max: 1.385214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.001724, LT: 1.588933, Top1S: 100.000000, Top1T: 67.848701 Train:epoch: 61, loss@min: 0.972008, loss@max: 1.374974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.001715, LT: 1.591008, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 62, loss@min: 0.971713, loss@max: 1.385004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.001706, LT: 1.592996, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 63, loss@min: 0.968460, loss@max: 1.377167, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.001695, LT: 1.596735, Top1S: 100.000000, Top1T: 67.789597 Train:epoch: 64, loss@min: 0.971231, loss@max: 1.375701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.001687, LT: 1.601175, Top1S: 100.000000, Top1T: 67.907799Best acc: 67.907799 Train:epoch: 65, loss@min: 0.973730, loss@max: 1.384116, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 65, LS: 0.001677, LT: 1.604596, Top1S: 100.000000, Top1T: 68.085106Best acc: 68.085106 Train:epoch: 66, loss@min: 0.965172, loss@max: 1.376000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.001669, LT: 1.608772, Top1S: 100.000000, Top1T: 67.907799 Train:epoch: 67, loss@min: 0.963730, loss@max: 1.373387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.001662, LT: 1.613532, Top1S: 100.000000, Top1T: 67.907799 Train:epoch: 68, loss@min: 0.962309, loss@max: 1.380021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.001653, LT: 1.618344, Top1S: 100.000000, Top1T: 67.789597 Train:epoch: 69, loss@min: 0.966573, loss@max: 1.371363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.001645, LT: 1.621425, Top1S: 100.000000, Top1T: 67.789597 Train:epoch: 70, loss@min: 0.971829, loss@max: 1.374572, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 70, LS: 0.001638, LT: 1.621322, Top1S: 100.000000, Top1T: 67.789597 Train:epoch: 71, loss@min: 0.962882, loss@max: 1.384259, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 71, LS: 0.001630, LT: 1.621247, Top1S: 100.000000, Top1T: 67.730499 Train:epoch: 72, loss@min: 0.960518, loss@max: 1.374273, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.001622, LT: 1.622473, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 73, loss@min: 0.968674, loss@max: 1.373678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.001616, LT: 1.625029, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 74, loss@min: 0.960708, loss@max: 1.377576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.001609, LT: 1.627925, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 75, loss@min: 0.959268, loss@max: 1.375910, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.001603, LT: 1.630626, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 76, loss@min: 0.963663, loss@max: 1.373884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.001597, LT: 1.634130, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 77, loss@min: 0.964990, loss@max: 1.373471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.001590, LT: 1.638822, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 78, loss@min: 0.959919, loss@max: 1.372041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.001584, LT: 1.642905, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 79, loss@min: 0.960389, loss@max: 1.380218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.001578, LT: 1.647425, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 80, loss@min: 0.962140, loss@max: 1.376788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.001571, LT: 1.650481, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 81, loss@min: 0.966647, loss@max: 1.376014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.001565, LT: 1.649825, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 82, loss@min: 0.958017, loss@max: 1.373839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.001561, LT: 1.649126, Top1S: 100.000000, Top1T: 67.848701 Train:epoch: 83, loss@min: 0.959000, loss@max: 1.376092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.001555, LT: 1.649236, Top1S: 100.000000, Top1T: 67.966904 Train:epoch: 84, loss@min: 0.959999, loss@max: 1.370641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.001549, LT: 1.649967, Top1S: 100.000000, Top1T: 67.966904 Train:epoch: 85, loss@min: 0.964115, loss@max: 1.376280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.001545, LT: 1.652461, Top1S: 100.000000, Top1T: 67.730499 Train:epoch: 86, loss@min: 0.962443, loss@max: 1.377253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.001540, LT: 1.655175, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 87, loss@min: 0.956993, loss@max: 1.372281, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.001536, LT: 1.658029, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 88, loss@min: 0.960235, loss@max: 1.372039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.001531, LT: 1.661491, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 89, loss@min: 0.962298, loss@max: 1.375550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.001526, LT: 1.664835, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 90, loss@min: 0.956206, loss@max: 1.370762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.001522, LT: 1.667293, Top1S: 100.000000, Top1T: 67.848701 Train:epoch: 91, loss@min: 0.961387, loss@max: 1.373171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.001518, LT: 1.668749, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 92, loss@min: 0.957546, loss@max: 1.373818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.001514, LT: 1.668529, Top1S: 100.000000, Top1T: 67.730499 Train:epoch: 93, loss@min: 0.958797, loss@max: 1.376970, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.001510, LT: 1.668066, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 94, loss@min: 0.985516, loss@max: 1.382945, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 0.001507, LT: 1.668861, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 95, loss@min: 0.958722, loss@max: 1.371715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.001503, LT: 1.670206, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 96, loss@min: 0.956403, loss@max: 1.371687, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.001500, LT: 1.671099, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 97, loss@min: 0.969413, loss@max: 1.382674, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 97, LS: 0.001496, LT: 1.673159, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 98, loss@min: 0.956802, loss@max: 1.370539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.001493, LT: 1.675210, Top1S: 100.000000, Top1T: 67.316788 Train:epoch: 99, loss@min: 0.959808, loss@max: 1.373514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.001490, LT: 1.676031, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 100, loss@min: 0.960586, loss@max: 1.372198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.001487, LT: 1.676564, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 101, loss@min: 0.959662, loss@max: 1.373920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.001484, LT: 1.677473, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 102, loss@min: 0.956992, loss@max: 1.372189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.001481, LT: 1.678408, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 103, loss@min: 0.954237, loss@max: 1.367942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.001478, LT: 1.678672, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 104, loss@min: 0.957348, loss@max: 1.370437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.001475, LT: 1.679670, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 105, loss@min: 0.956837, loss@max: 1.371771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.001473, LT: 1.680733, Top1S: 100.000000, Top1T: 67.671394 Train:epoch: 106, loss@min: 0.959101, loss@max: 1.376366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.001471, LT: 1.681789, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 107, loss@min: 0.958708, loss@max: 1.373273, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.001469, LT: 1.683357, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 108, loss@min: 0.954687, loss@max: 1.372264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.001467, LT: 1.684398, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 109, loss@min: 0.958678, loss@max: 1.374584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.001464, LT: 1.685472, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 110, loss@min: 0.958004, loss@max: 1.371022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.001462, LT: 1.686285, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 111, loss@min: 0.959750, loss@max: 1.370833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.001461, LT: 1.686878, Top1S: 100.000000, Top1T: 67.434990 Train:epoch: 112, loss@min: 0.963294, loss@max: 1.375870, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 112, LS: 0.001459, LT: 1.687543, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 113, loss@min: 0.956590, loss@max: 1.368950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.001458, LT: 1.688457, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 114, loss@min: 0.957003, loss@max: 1.373957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.001456, LT: 1.689140, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 115, loss@min: 0.958562, loss@max: 1.374691, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.001454, LT: 1.689331, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 116, loss@min: 0.955363, loss@max: 1.372859, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.001453, LT: 1.689364, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 117, loss@min: 0.957308, loss@max: 1.370549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.001452, LT: 1.689388, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 118, loss@min: 0.959051, loss@max: 1.373444, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.001450, LT: 1.689670, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 119, loss@min: 0.958447, loss@max: 1.371258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.001449, LT: 1.690118, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 120, loss@min: 0.963290, loss@max: 1.374878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.001448, LT: 1.690405, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 121, loss@min: 0.957747, loss@max: 1.372088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.001447, LT: 1.690616, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 122, loss@min: 0.954689, loss@max: 1.369913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.001446, LT: 1.690996, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 123, loss@min: 0.957418, loss@max: 1.374234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.001445, LT: 1.691645, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 124, loss@min: 0.959841, loss@max: 1.373542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.001444, LT: 1.692068, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 125, loss@min: 0.958817, loss@max: 1.371606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.001443, LT: 1.692245, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 126, loss@min: 0.959568, loss@max: 1.372376, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.001442, LT: 1.692479, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 127, loss@min: 0.967913, loss@max: 1.375094, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 0.001442, LT: 1.692647, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 128, loss@min: 0.956035, loss@max: 1.369825, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.001441, LT: 1.692735, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 129, loss@min: 0.959199, loss@max: 1.371452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.001440, LT: 1.692863, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 130, loss@min: 0.960718, loss@max: 1.374108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.001440, LT: 1.692975, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 131, loss@min: 0.955775, loss@max: 1.368122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.001440, LT: 1.693084, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 132, loss@min: 0.956237, loss@max: 1.373667, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.001439, LT: 1.693314, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 133, loss@min: 0.956066, loss@max: 1.372783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.001439, LT: 1.693603, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 134, loss@min: 0.956826, loss@max: 1.370394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.001438, LT: 1.693886, Top1S: 100.000000, Top1T: 67.553192 Train:epoch: 135, loss@min: 0.957927, loss@max: 1.370449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.001438, LT: 1.694109, Top1S: 100.000000, Top1T: 67.494087 Train:epoch: 136, loss@min: 0.958796, loss@max: 1.373212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.001438, LT: 1.694293, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 137, loss@min: 0.958531, loss@max: 1.374215, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.001437, LT: 1.694432, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 138, loss@min: 0.953796, loss@max: 1.368160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.001437, LT: 1.694470, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 139, loss@min: 0.953929, loss@max: 1.368285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.001437, LT: 1.694518, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 140, loss@min: 0.956799, loss@max: 1.368471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.001437, LT: 1.694544, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 141, loss@min: 0.955491, loss@max: 1.370170, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.001437, LT: 1.694588, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 142, loss@min: 0.959025, loss@max: 1.374029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.001437, LT: 1.694630, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 143, loss@min: 0.963216, loss@max: 1.375661, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 0.001437, LT: 1.694656, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 144, loss@min: 0.959310, loss@max: 1.371870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.001437, LT: 1.694676, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 145, loss@min: 0.954189, loss@max: 1.366451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.001437, LT: 1.694687, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 146, loss@min: 0.961454, loss@max: 1.371761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.001437, LT: 1.694685, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 147, loss@min: 0.963154, loss@max: 1.378186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.001436, LT: 1.694684, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 148, loss@min: 0.955635, loss@max: 1.368965, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.001436, LT: 1.694684, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 149, loss@min: 0.957176, loss@max: 1.372715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.001436, LT: 1.694683, Top1S: 100.000000, Top1T: 67.612289 Train:epoch: 150, loss@min: 0.954987, loss@max: 1.370188, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.001436, LT: 1.694683, Top1S: 100.000000, Top1T: 67.612289 ------------------------------------------- Mon Aug 7 01:48:12 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Mon Aug 7 02:07:35 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.094735, loss@max: 2.057811, Top1S acc: 100.000000, Top1T acc: 67.187500 Train:epoch: 2, loss@min: 2.261199, loss@max: 1.471836, Top1S acc: 100.000000, Top1T acc: 80.859375 Train:epoch: 3, loss@min: 1.785633, loss@max: 1.350070, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 4, loss@min: 1.278591, loss@max: 1.323622, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 5, loss@min: 1.063775, loss@max: 1.325155, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 6, loss@min: 1.024506, loss@max: 1.260908, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.099665, loss@max: 1.169467, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 8, loss@min: 0.959962, loss@max: 1.239957, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 9, loss@min: 0.928998, loss@max: 1.219600, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 0.950527, loss@max: 1.244260, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 0.932009, loss@max: 1.262386, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.914147, loss@max: 1.302582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.959701, loss@max: 1.266155, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 14, loss@min: 0.944689, loss@max: 1.322791, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.972119, loss@max: 1.327859, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.960237, loss@max: 1.320821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.905662, loss@max: 1.383657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.986591, loss@max: 1.291517, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.920201, loss@max: 1.344569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.965971, loss@max: 1.333503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.958798, loss@max: 1.321478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.930637, loss@max: 1.354154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.946052, loss@max: 1.348699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.923488, loss@max: 1.339230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.938672, loss@max: 1.340068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.948449, loss@max: 1.329967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.942914, loss@max: 1.322273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.942855, loss@max: 1.352119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.954254, loss@max: 1.320718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.925438, loss@max: 1.361941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.933678, loss@max: 1.347064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.932760, loss@max: 1.349589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.953724, loss@max: 1.347728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.964694, loss@max: 1.323869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.920324, loss@max: 1.383696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.942762, loss@max: 1.351683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.949971, loss@max: 1.352841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.933331, loss@max: 1.365249, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.951131, loss@max: 1.347807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.929757, loss@max: 1.367640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.963410, loss@max: 1.339088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.932595, loss@max: 1.382362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.946207, loss@max: 1.359527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.959450, loss@max: 1.345891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.958247, loss@max: 1.346916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.930517, loss@max: 1.369936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.959589, loss@max: 1.343674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.944734, loss@max: 1.358391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.934123, loss@max: 1.372146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.943994, loss@max: 1.360649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000797, LT: 1.673755, Top1S: 100.000000, Top1T: 66.607567Best acc: 66.607567 Train:epoch: 51, loss@min: 0.962093, loss@max: 1.341112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.000794, LT: 1.682796, Top1S: 100.000000, Top1T: 66.666664Best acc: 66.666664 Train:epoch: 52, loss@min: 0.938867, loss@max: 1.369906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.000780, LT: 1.692795, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 53, loss@min: 0.954271, loss@max: 1.356228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000773, LT: 1.695086, Top1S: 100.000000, Top1T: 66.903076Best acc: 66.903076 Train:epoch: 54, loss@min: 0.932291, loss@max: 1.375779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.000769, LT: 1.702937, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 55, loss@min: 0.958137, loss@max: 1.349490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.000752, LT: 1.702171, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 56, loss@min: 0.950047, loss@max: 1.354998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.000758, LT: 1.697537, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 57, loss@min: 0.933016, loss@max: 1.383065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000742, LT: 1.697184, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 58, loss@min: 0.970982, loss@max: 1.344053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000732, LT: 1.699578, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 59, loss@min: 0.933564, loss@max: 1.377723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000736, LT: 1.701559, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 60, loss@min: 0.936455, loss@max: 1.375233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000722, LT: 1.702208, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 61, loss@min: 0.950674, loss@max: 1.362321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000718, LT: 1.704132, Top1S: 100.000000, Top1T: 67.021278Best acc: 67.021278 Train:epoch: 62, loss@min: 0.944366, loss@max: 1.370057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000719, LT: 1.706220, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 63, loss@min: 0.953178, loss@max: 1.365714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000708, LT: 1.708111, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 64, loss@min: 0.946886, loss@max: 1.368180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000701, LT: 1.710944, Top1S: 100.000000, Top1T: 66.252953 Train:epoch: 65, loss@min: 0.939636, loss@max: 1.381597, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000700, LT: 1.714023, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 66, loss@min: 0.952494, loss@max: 1.363479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000693, LT: 1.715710, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 67, loss@min: 0.958451, loss@max: 1.352780, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000684, LT: 1.716903, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 68, loss@min: 0.936239, loss@max: 1.380134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000686, LT: 1.716284, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 69, loss@min: 0.948254, loss@max: 1.365870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000677, LT: 1.717999, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 70, loss@min: 0.954180, loss@max: 1.357608, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000670, LT: 1.719673, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 71, loss@min: 0.955107, loss@max: 1.355206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000671, LT: 1.717594, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 72, loss@min: 0.939952, loss@max: 1.372553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000660, LT: 1.718777, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 73, loss@min: 0.953696, loss@max: 1.360035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000656, LT: 1.722432, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 74, loss@min: 0.941368, loss@max: 1.371028, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000657, LT: 1.722879, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 75, loss@min: 0.955803, loss@max: 1.354385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000650, LT: 1.725098, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 76, loss@min: 0.946230, loss@max: 1.365636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000646, LT: 1.730990, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 77, loss@min: 0.940418, loss@max: 1.371338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000642, LT: 1.732178, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 78, loss@min: 0.951560, loss@max: 1.360760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000637, LT: 1.736364, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 79, loss@min: 0.950292, loss@max: 1.361443, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000635, LT: 1.741853, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 80, loss@min: 0.950744, loss@max: 1.359345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.000630, LT: 1.743384, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 81, loss@min: 0.951435, loss@max: 1.361114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.000625, LT: 1.746011, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 82, loss@min: 0.942466, loss@max: 1.369560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.000622, LT: 1.749164, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 83, loss@min: 0.943162, loss@max: 1.366060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.000619, LT: 1.749943, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 84, loss@min: 0.947365, loss@max: 1.360117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.000617, LT: 1.753690, Top1S: 100.000000, Top1T: 66.430260 Train:epoch: 85, loss@min: 0.940592, loss@max: 1.367638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.000612, LT: 1.758585, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 86, loss@min: 0.949026, loss@max: 1.359321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.000608, LT: 1.761407, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 87, loss@min: 0.939503, loss@max: 1.367703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.000608, LT: 1.764557, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 88, loss@min: 0.945706, loss@max: 1.360752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.000604, LT: 1.769148, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 89, loss@min: 0.945780, loss@max: 1.362385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.000601, LT: 1.773293, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 90, loss@min: 0.949150, loss@max: 1.357913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.000600, LT: 1.777653, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 91, loss@min: 0.942543, loss@max: 1.364471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.000597, LT: 1.782658, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 92, loss@min: 0.948461, loss@max: 1.359277, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.000594, LT: 1.786164, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 93, loss@min: 0.944661, loss@max: 1.362382, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.000592, LT: 1.789694, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 94, loss@min: 0.950672, loss@max: 1.359422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.000590, LT: 1.792928, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 95, loss@min: 0.951224, loss@max: 1.355609, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.000588, LT: 1.796370, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 96, loss@min: 0.946349, loss@max: 1.359982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.000587, LT: 1.800170, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 97, loss@min: 0.938548, loss@max: 1.368618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.000584, LT: 1.804232, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 98, loss@min: 0.948941, loss@max: 1.356437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 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loss@min: 0.947371, loss@max: 1.357694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.000572, LT: 1.824058, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 105, loss@min: 0.946978, loss@max: 1.358330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.000570, LT: 1.825917, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 106, loss@min: 0.949133, loss@max: 1.355896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.000569, LT: 1.828014, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 107, loss@min: 0.942043, loss@max: 1.363215, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.000568, LT: 1.830579, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 108, loss@min: 0.945133, loss@max: 1.360215, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.000566, LT: 1.832339, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 109, loss@min: 0.945185, loss@max: 1.360529, Top1S acc: 100.000000, Top1T acc: 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Top1T: 66.548462 Train:epoch: 115, loss@min: 0.941113, loss@max: 1.363401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.000558, LT: 1.844214, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 116, loss@min: 0.943738, loss@max: 1.360730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.000557, LT: 1.845913, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 117, loss@min: 0.951747, loss@max: 1.353353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.000557, LT: 1.847652, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 118, loss@min: 0.945715, loss@max: 1.359252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.000557, LT: 1.849389, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 119, loss@min: 0.944515, loss@max: 1.360159, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.000556, LT: 1.850560, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 120, loss@min: 0.947325, loss@max: 1.357809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.000555, LT: 1.851435, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 121, loss@min: 0.945516, loss@max: 1.358851, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.000554, LT: 1.852300, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 122, loss@min: 0.945032, loss@max: 1.358752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.000553, LT: 1.853193, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 123, loss@min: 0.945023, loss@max: 1.359744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.000553, LT: 1.854122, Top1S: 100.000000, Top1T: 66.489365 Train:epoch: 124, loss@min: 0.946879, loss@max: 1.360410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.000552, LT: 1.854778, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 125, loss@min: 0.948699, loss@max: 1.356048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.000552, LT: 1.854902, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 126, loss@min: 0.945591, loss@max: 1.358926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.000551, LT: 1.855270, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 127, loss@min: 0.948659, loss@max: 1.359484, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.000551, LT: 1.855626, Top1S: 100.000000, Top1T: 66.725769 Train:epoch: 128, loss@min: 0.945490, loss@max: 1.358670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.000551, LT: 1.855924, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 129, loss@min: 0.945602, loss@max: 1.359053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.000550, LT: 1.856337, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 130, loss@min: 0.948108, loss@max: 1.356842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.000550, LT: 1.856764, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 131, loss@min: 0.943997, loss@max: 1.359568, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.000550, LT: 1.857145, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 132, loss@min: 0.944808, loss@max: 1.359162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.000549, LT: 1.857590, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 133, loss@min: 0.944754, loss@max: 1.359478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.000549, LT: 1.858022, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 134, loss@min: 0.946345, loss@max: 1.357708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.000549, LT: 1.858464, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 135, loss@min: 0.945063, loss@max: 1.358855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.000549, LT: 1.858952, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 136, loss@min: 0.944692, loss@max: 1.360418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.000549, LT: 1.859355, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 137, loss@min: 0.947010, loss@max: 1.358100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.000548, LT: 1.859658, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 138, loss@min: 0.944657, loss@max: 1.358943, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.000548, LT: 1.859769, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 139, loss@min: 0.948150, loss@max: 1.355387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.000548, LT: 1.859893, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 140, loss@min: 0.941658, loss@max: 1.361916, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.000548, LT: 1.859967, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 141, loss@min: 0.944892, loss@max: 1.359051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.000548, LT: 1.860038, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 142, loss@min: 0.945548, loss@max: 1.359077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.000548, LT: 1.860106, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 143, loss@min: 0.946335, loss@max: 1.358108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.000548, LT: 1.860152, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 144, loss@min: 0.947154, loss@max: 1.357149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.000548, LT: 1.860200, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 145, loss@min: 0.946532, loss@max: 1.356471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.000548, LT: 1.860237, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 146, loss@min: 0.946517, loss@max: 1.357920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.000548, LT: 1.860262, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 147, loss@min: 0.943379, loss@max: 1.361468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.000548, LT: 1.860277, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 148, loss@min: 0.946158, loss@max: 1.357420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.000548, LT: 1.860284, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 149, loss@min: 0.947647, loss@max: 1.356750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.000548, LT: 1.860286, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 150, loss@min: 0.943807, loss@max: 1.360414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.000548, LT: 1.860286, Top1S: 100.000000, Top1T: 66.607567 ------------------------------------------- Mon Aug 7 05:05:17 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Mon Aug 7 10:52:24 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.803327, loss@max: 2.130729, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.236694, loss@max: 1.607340, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.814653, loss@max: 1.353371, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.426357, loss@max: 1.457415, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.267636, loss@max: 1.407923, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.195760, loss@max: 1.301264, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.120075, loss@max: 1.297748, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.130534, loss@max: 1.292635, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.007098, loss@max: 1.289278, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.017569, loss@max: 1.253789, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.003559, loss@max: 1.259349, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.948381, loss@max: 1.294053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.965239, loss@max: 1.281663, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.967555, loss@max: 1.283916, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.925771, loss@max: 1.308211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.966760, loss@max: 1.287850, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.954534, loss@max: 1.313527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.941910, loss@max: 1.336922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.944211, loss@max: 1.317583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.961304, loss@max: 1.328766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.939653, loss@max: 1.382253, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.986068, loss@max: 1.323751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.961768, loss@max: 1.394999, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.976486, loss@max: 1.370540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.954043, loss@max: 1.377708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.984264, loss@max: 1.380482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.943350, loss@max: 1.419473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.979324, loss@max: 1.393864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.961272, loss@max: 1.405839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.995281, loss@max: 1.388960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.970360, loss@max: 1.441710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.957976, loss@max: 1.496358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.024673, loss@max: 1.475083, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 0.970879, loss@max: 1.446137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.969770, loss@max: 1.510575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.950448, loss@max: 1.521033, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.984900, loss@max: 1.471441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.017761, loss@max: 1.447006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.925667, loss@max: 1.494581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.023761, loss@max: 1.416479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.957543, loss@max: 1.477360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.988631, loss@max: 1.420244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.970169, loss@max: 1.449255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.911202, loss@max: 1.511463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.013862, loss@max: 1.371456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.987862, loss@max: 1.406876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.949891, loss@max: 1.457448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.980665, loss@max: 1.423884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.969339, loss@max: 1.431327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.954614, loss@max: 1.427453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.000762, LT: 1.611851, Top1S: 100.000000, Top1T: 66.607567Best acc: 66.607567 Train:epoch: 51, loss@min: 0.967179, loss@max: 1.418962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.000753, LT: 1.619191, Top1S: 100.000000, Top1T: 66.843971Best acc: 66.843971 Train:epoch: 52, loss@min: 0.985959, loss@max: 1.407248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.000741, LT: 1.620387, Top1S: 100.000000, Top1T: 67.198578Best acc: 67.198578 Train:epoch: 53, loss@min: 0.939800, loss@max: 1.447323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.000738, LT: 1.626643, Top1S: 100.000000, Top1T: 67.257683Best acc: 67.257683 Train:epoch: 54, loss@min: 0.995378, loss@max: 1.394420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.000732, LT: 1.623209, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 55, loss@min: 0.953236, loss@max: 1.422448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.000722, LT: 1.623596, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 56, loss@min: 0.953197, loss@max: 1.411089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.000713, LT: 1.629111, Top1S: 100.000000, Top1T: 67.375885Best acc: 67.375885 Train:epoch: 57, loss@min: 0.951162, loss@max: 1.413844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.000711, LT: 1.629336, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 58, loss@min: 0.957621, loss@max: 1.400187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.000703, LT: 1.628415, Top1S: 100.000000, Top1T: 67.198578 Train:epoch: 59, loss@min: 0.967441, loss@max: 1.387820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.000697, LT: 1.629260, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 60, loss@min: 0.968757, loss@max: 1.398633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.000696, LT: 1.630762, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 61, loss@min: 0.955409, loss@max: 1.404521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.000684, LT: 1.633033, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 62, loss@min: 0.972832, loss@max: 1.391164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.000682, LT: 1.637646, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 63, loss@min: 0.961775, loss@max: 1.387742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.000676, LT: 1.642963, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 64, loss@min: 0.961841, loss@max: 1.393794, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.000671, LT: 1.646365, Top1S: 100.000000, Top1T: 66.607567 Train:epoch: 65, loss@min: 0.950384, loss@max: 1.410768, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.000670, LT: 1.647477, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 66, loss@min: 0.969271, loss@max: 1.371519, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.000660, LT: 1.649508, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 67, loss@min: 0.960902, loss@max: 1.390001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.000656, LT: 1.650918, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 68, loss@min: 0.951153, loss@max: 1.394862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.000653, LT: 1.655563, Top1S: 100.000000, Top1T: 67.021278 Train:epoch: 69, loss@min: 0.965020, loss@max: 1.375835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.000649, LT: 1.658873, Top1S: 100.000000, Top1T: 67.375885 Train:epoch: 70, loss@min: 0.974913, loss@max: 1.368872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.000648, LT: 1.661279, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 71, loss@min: 0.951103, loss@max: 1.380758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.000643, LT: 1.663310, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 72, loss@min: 0.942326, loss@max: 1.397079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.000638, LT: 1.665551, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 73, loss@min: 0.956869, loss@max: 1.374690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.000636, LT: 1.669950, Top1S: 100.000000, Top1T: 67.257683 Train:epoch: 74, loss@min: 0.949350, loss@max: 1.381165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.000631, LT: 1.677563, Top1S: 100.000000, Top1T: 67.139481 Train:epoch: 75, loss@min: 0.952081, loss@max: 1.376863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.000626, LT: 1.679882, Top1S: 100.000000, Top1T: 67.080376 Train:epoch: 76, loss@min: 0.958918, loss@max: 1.372671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.000622, LT: 1.681684, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 77, loss@min: 0.950807, loss@max: 1.379870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.000618, LT: 1.689881, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 78, loss@min: 0.950624, loss@max: 1.379684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.000615, LT: 1.692816, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 79, loss@min: 0.945729, loss@max: 1.383105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.000613, LT: 1.695712, Top1S: 100.000000, Top1T: 66.903076 Train:epoch: 80, loss@min: 0.955399, loss@max: 1.374240, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Mon Aug 7 11:31:23 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 20} ------------------------------------------- Mon Aug 7 11:31:36 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.803327, loss@max: 2.130729, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.236694, loss@max: 1.607341, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.814654, loss@max: 1.353370, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.426357, loss@max: 1.457415, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.267636, loss@max: 1.407923, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.195761, loss@max: 1.301263, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.120074, loss@max: 1.297749, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.130535, loss@max: 1.292635, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.007097, loss@max: 1.289278, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.017569, loss@max: 1.253788, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.003558, loss@max: 1.259351, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.948382, loss@max: 1.294052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.965241, loss@max: 1.281659, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.967556, loss@max: 1.283916, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.925771, loss@max: 1.308212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.966764, loss@max: 1.287848, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.954531, loss@max: 1.313533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.941912, loss@max: 1.336918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.944205, loss@max: 1.317588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.961306, loss@max: 1.328755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 20, LS: 0.001261, LT: 1.607976, Top1S: 100.000000, Top1T: 66.430260Best acc: 66.430260 Train:epoch: 21, loss@min: 0.939649, loss@max: 1.382102, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 21, LS: 0.001244, LT: 1.620734, Top1S: 100.000000, Top1T: 65.957443 Train:epoch: 22, loss@min: 0.986334, loss@max: 1.323763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 22, LS: 0.001175, LT: 1.638513, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 23, loss@min: 0.962653, loss@max: 1.401469, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 23, LS: 0.001168, LT: 1.638795, Top1S: 100.000000, Top1T: 66.843971Best acc: 66.843971 Train:epoch: 24, loss@min: 0.979149, loss@max: 1.371157, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 0.001115, LT: 1.640691, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 25, loss@min: 0.957909, loss@max: 1.384876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.001109, LT: 1.639902, Top1S: 100.000000, Top1T: 66.666664 Train:epoch: 26, loss@min: 0.983530, loss@max: 1.369488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.001052, LT: 1.636125, Top1S: 100.000000, Top1T: 67.080376Best acc: 67.080376 Train:epoch: 27, loss@min: 0.943320, loss@max: 1.409537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.001062, LT: 1.635460, Top1S: 100.000000, Top1T: 66.312057 Train:epoch: 28, loss@min: 0.969396, loss@max: 1.400076, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.001028, LT: 1.642412, Top1S: 100.000000, Top1T: 66.784866 Train:epoch: 29, loss@min: 0.979219, loss@max: 1.386165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.001003, LT: 1.645546, Top1S: 100.000000, Top1T: 66.548462 Train:epoch: 30, loss@min: 0.988891, loss@max: 1.394579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.000995, LT: 1.655520, Top1S: 100.000000, Top1T: 66.193855 Train:epoch: 31, loss@min: 0.975998, loss@max: 1.450293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.000979, LT: 1.649063, Top1S: 100.000000, Top1T: 66.075653 Train:epoch: 32, loss@min: 0.969862, loss@max: 1.490832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.000964, LT: 1.659249, Top1S: 100.000000, Top1T: 66.134750 Train:epoch: 33, loss@min: 1.023065, loss@max: 1.484374, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 33, LS: 0.000931, LT: 1.655940, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 34, loss@min: 0.972927, loss@max: 1.455293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.000925, LT: 1.641051, Top1S: 100.000000, Top1T: 66.962173 Train:epoch: 35, loss@min: 0.968380, loss@max: 1.505006, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.000907, LT: 1.629518, Top1S: 100.000000, Top1T: 66.843971 Train:epoch: 36, loss@min: 0.945571, loss@max: 1.489496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.000906, LT: 1.623652, Top1S: 100.000000, Top1T: 66.371155 Train:epoch: 37, loss@min: 0.967051, loss@max: 1.466824, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 20} ------------------------------------------- Mon Aug 7 11:47:24 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.803327, loss@max: 2.130729, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 2, loss@min: 2.236694, loss@max: 1.607340, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 3, loss@min: 1.814653, loss@max: 1.353371, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.426357, loss@max: 1.457415, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 5, loss@min: 1.267636, loss@max: 1.407923, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.195760, loss@max: 1.301264, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.120075, loss@max: 1.297748, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 1.130534, loss@max: 1.292635, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 1.007098, loss@max: 1.289278, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 10, loss@min: 1.017569, loss@max: 1.253789, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.003559, loss@max: 1.259349, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.948381, loss@max: 1.294053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.965239, loss@max: 1.281663, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 0.967555, loss@max: 1.283916, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 15, loss@min: 0.925771, loss@max: 1.308211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.966760, loss@max: 1.287850, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.954534, loss@max: 1.313527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.941910, loss@max: 1.336922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.944211, loss@max: 1.317583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.961304, loss@max: 1.328766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 20, LS: 1.602201, LT: 1.607977, Top1S: 66.430260, Top1T: 66.312057Best acc: 66.312057 Train:epoch: 21, loss@min: 0.939655, loss@max: 1.382098, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 21, LS: 1.616477, LT: 1.620734, Top1S: 65.957443, Top1T: 66.489365Best acc: 66.489365 Train:epoch: 22, loss@min: 0.986324, loss@max: 1.323772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 22, LS: 1.634647, LT: 1.638516, Top1S: 66.193855, Top1T: 66.371155 Train:epoch: 23, loss@min: 0.962656, loss@max: 1.401458, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 23, LS: 1.642440, LT: 1.638796, Top1S: 66.843971, Top1T: 66.666664Best acc: 66.666664 Train:epoch: 24, loss@min: 0.979157, loss@max: 1.371145, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 1.636057, LT: 1.640690, Top1S: 66.843971, Top1T: 66.607567 Train:epoch: 25, loss@min: 0.957891, loss@max: 1.384890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 1.638980, LT: 1.639904, Top1S: 66.666664, Top1T: 67.198578Best acc: 67.198578 Train:epoch: 26, loss@min: 0.983542, loss@max: 1.369480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 1.637636, LT: 1.636126, Top1S: 67.080376, Top1T: 67.434990Best acc: 67.434990 Train:epoch: 27, loss@min: 0.943339, loss@max: 1.409538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 1.639339, LT: 1.635462, Top1S: 66.312057, Top1T: 66.784866 Train:epoch: 28, loss@min: 0.969387, loss@max: 1.400108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 1.641413, LT: 1.642414, Top1S: 66.784866, Top1T: 66.903076 Train:epoch: 29, loss@min: 0.979234, loss@max: 1.386154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 1.660141, LT: 1.645547, Top1S: 66.548462, Top1T: 66.843971 Train:epoch: 30, loss@min: 0.988864, loss@max: 1.394589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 1.658802, LT: 1.655528, Top1S: 66.193855, Top1T: 67.021278 Train:epoch: 31, loss@min: 0.975975, loss@max: 1.450284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 1.670760, LT: 1.649064, Top1S: 66.075653, Top1T: 67.080376 Train:epoch: 32, loss@min: 0.969881, loss@max: 1.490842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 1.653026, LT: 1.659247, Top1S: 66.134750, Top1T: 66.843971 Train:epoch: 33, loss@min: 1.023097, loss@max: 1.484409, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 33, LS: 1.648883, LT: 1.655966, Top1S: 66.843971, Top1T: 66.903076 Train:epoch: 34, loss@min: 0.972940, loss@max: 1.455300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 1.642795, LT: 1.641054, Top1S: 66.962173, Top1T: 66.962173 Train:epoch: 35, loss@min: 0.968247, loss@max: 1.505199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 1.641490, LT: 1.629490, Top1S: 66.843971, Top1T: 67.671394Best acc: 67.671394 Train:epoch: 36, loss@min: 0.945685, loss@max: 1.489280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 1.634469, LT: 1.623704, Top1S: 66.371155, Top1T: 67.021278 Train:epoch: 37, loss@min: 0.966790, loss@max: 1.467152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 1.613948, LT: 1.625459, Top1S: 66.784866, Top1T: 67.139481 Train:epoch: 38, loss@min: 1.011905, loss@max: 1.428789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 1.631704, LT: 1.612180, Top1S: 66.784866, Top1T: 67.375885 Train:epoch: 39, loss@min: 0.927113, loss@max: 1.485816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 1.618594, LT: 1.615754, Top1S: 66.430260, Top1T: 67.553192 Train:epoch: 40, loss@min: 1.014573, loss@max: 1.440254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 1.613693, LT: 1.614671, Top1S: 66.193855, Top1T: 67.494087 Train:epoch: 41, loss@min: 0.985210, loss@max: 1.464938, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 41, LS: 1.618138, LT: 1.605828, Top1S: 66.489365, Top1T: 67.553192 Train:epoch: 42, loss@min: 0.952444, loss@max: 1.486763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 1.609876, LT: 1.601630, Top1S: 66.607567, Top1T: 67.021278 Train:epoch: 43, loss@min: 1.039321, loss@max: 1.406723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 1.594944, LT: 1.609040, Top1S: 66.784866, Top1T: 67.316788 Train:epoch: 44, loss@min: 0.931715, loss@max: 1.478435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 1.599778, LT: 1.605107, Top1S: 66.548462, Top1T: 67.434990 Train:epoch: 45, loss@min: 0.989223, loss@max: 1.433099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 1.595222, LT: 1.602124, Top1S: 66.784866, Top1T: 67.198578 Train:epoch: 46, loss@min: 1.001574, loss@max: 1.419146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.597422, LT: 1.602246, Top1S: 66.962173, Top1T: 67.139481 Train:epoch: 47, loss@min: 0.946622, loss@max: 1.469698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.603838, LT: 1.598093, Top1S: 66.784866, Top1T: 67.434990 Train:epoch: 48, loss@min: 0.990949, loss@max: 1.409202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 1.604048, LT: 1.598987, Top1S: 67.257683, Top1T: 67.139481 Train:epoch: 49, loss@min: 0.973232, loss@max: 1.432652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 1.607672, LT: 1.598392, Top1S: 67.139481, Top1T: 66.666664 Train:epoch: 50, loss@min: 0.962008, loss@max: 1.428328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.606342, LT: 1.601654, Top1S: 66.725769, Top1T: 66.843971 Train:epoch: 51, loss@min: 0.972418, loss@max: 1.416395, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.608515, LT: 1.605822, Top1S: 66.962173, Top1T: 66.607567 Train:epoch: 52, loss@min: 0.978102, loss@max: 1.414942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.612890, LT: 1.605962, Top1S: 66.843971, Top1T: 66.607567 Train:epoch: 53, loss@min: 0.987128, loss@max: 1.405881, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.614124, LT: 1.608688, Top1S: 66.371155, Top1T: 66.725769 Train:epoch: 54, loss@min: 0.957654, loss@max: 1.439458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.615089, LT: 1.610713, Top1S: 66.903076, Top1T: 66.607567 Train:epoch: 55, loss@min: 0.971633, loss@max: 1.400829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.611805, LT: 1.616589, Top1S: 66.666664, Top1T: 66.252953 Train:epoch: 56, loss@min: 0.964611, loss@max: 1.411109, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.615370, LT: 1.614444, Top1S: 66.725769, Top1T: 66.489365 Train:epoch: 57, loss@min: 0.957756, loss@max: 1.405612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.617892, LT: 1.612773, Top1S: 67.021278, Top1T: 66.371155 Train:epoch: 58, loss@min: 0.954400, loss@max: 1.409078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.615524, LT: 1.615733, Top1S: 67.139481, Top1T: 66.607567 Train:epoch: 59, loss@min: 0.990854, loss@max: 1.372633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.623108, LT: 1.612835, Top1S: 67.198578, Top1T: 67.198578 Train:epoch: 60, loss@min: 0.953862, loss@max: 1.433642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.624704, LT: 1.617180, Top1S: 67.494087, Top1T: 66.962173 Train:epoch: 61, loss@min: 0.945891, loss@max: 1.407624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.621266, LT: 1.626128, Top1S: 67.080376, Top1T: 66.962173 Train:epoch: 62, loss@min: 0.966746, loss@max: 1.392015, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.629448, LT: 1.628084, Top1S: 67.080376, Top1T: 67.080376 Train:epoch: 63, loss@min: 0.985283, loss@max: 1.379039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.633043, LT: 1.635707, Top1S: 67.139481, Top1T: 66.962173 Train:epoch: 64, loss@min: 0.929717, loss@max: 1.432536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.640741, LT: 1.642205, Top1S: 66.489365, Top1T: 66.784866 Train:epoch: 65, loss@min: 0.948138, loss@max: 1.415420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.651104, LT: 1.641209, Top1S: 66.548462, Top1T: 66.843971 Train:epoch: 66, loss@min: 0.967837, loss@max: 1.377598, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 1.650207, LT: 1.647202, Top1S: 67.139481, Top1T: 66.725769 Train:epoch: 67, loss@min: 0.964078, loss@max: 1.408681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 1.647669, LT: 1.653734, Top1S: 67.139481, Top1T: 66.903076 Train:epoch: 68, loss@min: 0.962569, loss@max: 1.422992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 1.652076, LT: 1.653625, Top1S: 67.080376, Top1T: 66.843971 Train:epoch: 69, loss@min: 0.956834, loss@max: 1.391798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 1.659788, LT: 1.652694, Top1S: 66.725769, Top1T: 66.903076 Train:epoch: 70, loss@min: 0.968941, loss@max: 1.388796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 1.659869, LT: 1.657518, Top1S: 67.080376, Top1T: 66.962173 Train:epoch: 71, loss@min: 0.968987, loss@max: 1.376095, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 1.663256, LT: 1.658176, Top1S: 67.080376, Top1T: 66.903076 Train:epoch: 72, loss@min: 0.941775, loss@max: 1.412470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 1.666373, LT: 1.658437, Top1S: 66.903076, Top1T: 66.784866 Train:epoch: 73, loss@min: 0.956599, loss@max: 1.390479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 1.663701, LT: 1.665445, Top1S: 67.198578, Top1T: 66.607567 Train:epoch: 74, loss@min: 0.953375, loss@max: 1.388376, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 1.663309, LT: 1.670523, Top1S: 66.725769, Top1T: 66.666664 Train:epoch: 75, loss@min: 0.947556, loss@max: 1.389059, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 1.671786, LT: 1.668951, Top1S: 66.725769, Top1T: 66.489365 Train:epoch: 76, loss@min: 0.951868, loss@max: 1.389879, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 1.673289, LT: 1.674121, Top1S: 66.962173, Top1T: 66.784866 Train:epoch: 77, loss@min: 0.958640, loss@max: 1.377881, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 1.674536, LT: 1.681074, Top1S: 67.139481, Top1T: 66.784866 Train:epoch: 78, loss@min: 0.947807, loss@max: 1.383800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 1.682026, LT: 1.682019, Top1S: 66.962173, Top1T: 66.725769 Train:epoch: 79, loss@min: 0.945519, loss@max: 1.388265, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 1.688938, LT: 1.683894, Top1S: 67.198578, Top1T: 66.843971 Train:epoch: 80, loss@min: 0.958593, loss@max: 1.375386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.688363, LT: 1.689657, Top1S: 67.198578, Top1T: 66.725769 Train:epoch: 81, loss@min: 0.958465, loss@max: 1.378628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.688748, LT: 1.691417, Top1S: 67.080376, Top1T: 66.725769 Train:epoch: 82, loss@min: 0.952137, loss@max: 1.379013, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.693150, LT: 1.690526, Top1S: 67.021278, Top1T: 66.666664 Train:epoch: 83, loss@min: 0.955113, loss@max: 1.374998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.692400, LT: 1.693576, Top1S: 67.139481, Top1T: 66.962173 Train:epoch: 84, loss@min: 0.946042, loss@max: 1.380955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.691089, LT: 1.697920, Top1S: 66.962173, Top1T: 66.843971 Train:epoch: 85, loss@min: 0.939474, loss@max: 1.386536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.697425, LT: 1.698061, Top1S: 66.962173, Top1T: 67.080376 Train:epoch: 86, loss@min: 0.953627, loss@max: 1.374172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.699076, LT: 1.699802, Top1S: 66.962173, Top1T: 67.257683 Train:epoch: 87, loss@min: 0.957251, loss@max: 1.367969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.697364, LT: 1.704222, Top1S: 67.021278, Top1T: 67.257683 Train:epoch: 88, loss@min: 0.948740, loss@max: 1.376359, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.703022, LT: 1.703589, Top1S: 67.080376, Top1T: 67.257683 Train:epoch: 89, loss@min: 0.950872, loss@max: 1.377850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.705119, LT: 1.706208, Top1S: 67.080376, Top1T: 67.257683 Train:epoch: 90, loss@min: 0.955821, loss@max: 1.365974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.706758, LT: 1.708933, Top1S: 66.962173, Top1T: 67.316788 Train:epoch: 91, loss@min: 0.946806, loss@max: 1.377992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.709502, LT: 1.710443, Top1S: 67.021278, Top1T: 67.375885 Train:epoch: 92, loss@min: 0.948568, loss@max: 1.374907, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.708277, LT: 1.713161, Top1S: 67.139481, Top1T: 67.257683 Train:epoch: 93, loss@min: 0.949907, loss@max: 1.374946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.708714, LT: 1.714504, Top1S: 67.257683, Top1T: 67.316788 Train:epoch: 94, loss@min: 0.953234, loss@max: 1.378054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.709730, LT: 1.716082, Top1S: 66.903076, Top1T: 67.257683 Train:epoch: 95, loss@min: 0.956134, loss@max: 1.366442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.711011, LT: 1.718057, Top1S: 66.784866, Top1T: 67.434990 Train:epoch: 96, loss@min: 0.947493, loss@max: 1.375404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.714063, LT: 1.718227, Top1S: 66.903076, Top1T: 67.139481 Train:epoch: 97, loss@min: 0.946935, loss@max: 1.379701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.717539, LT: 1.719523, Top1S: 66.962173, Top1T: 67.139481 Train:epoch: 98, loss@min: 0.958406, loss@max: 1.359685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.718405, LT: 1.722531, Top1S: 67.139481, Top1T: 67.139481 Train:epoch: 99, loss@min: 0.956146, loss@max: 1.362681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.720220, LT: 1.723846, Top1S: 66.962173, Top1T: 67.257683 Train:epoch: 100, loss@min: 0.946794, loss@max: 1.372490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.722069, LT: 1.724826, Top1S: 66.843971, Top1T: 67.198578 Train:epoch: 101, loss@min: 0.952979, loss@max: 1.368329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.722938, LT: 1.727077, Top1S: 66.843971, Top1T: 67.257683 Train:epoch: 102, loss@min: 0.945853, loss@max: 1.371922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.724597, LT: 1.728601, Top1S: 67.021278, Top1T: 67.375885 Train:epoch: 103, loss@min: 0.954381, loss@max: 1.361963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.727237, LT: 1.728589, Top1S: 66.962173, Top1T: 67.257683 Train:epoch: 104, loss@min: 0.949761, loss@max: 1.367094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.728695, LT: 1.729855, Top1S: 66.903076, Top1T: 67.198578 Train:epoch: 105, loss@min: 0.950544, loss@max: 1.368121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.729539, LT: 1.731456, Top1S: 66.903076, Top1T: 67.198578 Train:epoch: 106, loss@min: 0.953651, loss@max: 1.365077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.732083, LT: 1.732544, Top1S: 66.962173, Top1T: 67.198578 Train:epoch: 107, loss@min: 0.952662, loss@max: 1.364230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.735155, LT: 1.733477, Top1S: 66.962173, Top1T: 67.198578 Train:epoch: 108, loss@min: 0.947704, loss@max: 1.369995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.735994, LT: 1.735734, Top1S: 66.962173, Top1T: 67.139481 Train:epoch: 109, loss@min: 0.949327, loss@max: 1.369264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.735930, LT: 1.738583, Top1S: 66.962173, Top1T: 67.198578 Train:epoch: 110, loss@min: 0.952913, loss@max: 1.364934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.736347, LT: 1.740464, Top1S: 66.903076, Top1T: 67.375885 Train:epoch: 111, loss@min: 0.941865, loss@max: 1.377131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.737275, LT: 1.741936, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 112, loss@min: 0.950552, loss@max: 1.368516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.738567, LT: 1.743137, Top1S: 67.021278, Top1T: 67.198578 Train:epoch: 113, loss@min: 0.953941, loss@max: 1.361494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.740029, LT: 1.744073, Top1S: 67.021278, Top1T: 67.198578 Train:epoch: 114, loss@min: 0.948925, loss@max: 1.368324, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.741264, LT: 1.745044, Top1S: 66.962173, Top1T: 67.139481 Train:epoch: 115, loss@min: 0.951531, loss@max: 1.364887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.741970, LT: 1.745970, Top1S: 66.903076, Top1T: 67.080376 Train:epoch: 116, loss@min: 0.949088, loss@max: 1.367706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.742809, LT: 1.746638, Top1S: 66.843971, Top1T: 67.021278 Train:epoch: 117, loss@min: 0.949225, loss@max: 1.365726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.743899, LT: 1.746962, Top1S: 66.843971, Top1T: 67.080376 Train:epoch: 118, loss@min: 0.951646, loss@max: 1.365836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.745074, LT: 1.747388, Top1S: 66.784866, Top1T: 67.021278 Train:epoch: 119, loss@min: 0.952043, loss@max: 1.364336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.745578, LT: 1.748159, Top1S: 66.784866, Top1T: 66.962173 Train:epoch: 120, loss@min: 0.954474, loss@max: 1.364161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.745710, LT: 1.748884, Top1S: 66.784866, Top1T: 67.021278 Train:epoch: 121, loss@min: 0.945910, loss@max: 1.369438, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.745966, LT: 1.749507, Top1S: 66.843971, Top1T: 67.139481 Train:epoch: 122, loss@min: 0.951531, loss@max: 1.362056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.746745, LT: 1.749802, Top1S: 66.843971, Top1T: 67.080376 Train:epoch: 123, loss@min: 0.947707, loss@max: 1.368898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.747534, LT: 1.750207, Top1S: 66.843971, Top1T: 67.021278 Train:epoch: 124, loss@min: 0.949007, loss@max: 1.365869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.748245, LT: 1.750485, Top1S: 66.962173, Top1T: 66.962173 Train:epoch: 125, loss@min: 0.953087, loss@max: 1.363946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.748583, LT: 1.750661, Top1S: 66.903076, Top1T: 67.021278 Train:epoch: 126, loss@min: 0.950064, loss@max: 1.367635, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.748775, LT: 1.751146, Top1S: 66.962173, Top1T: 67.021278 Train:epoch: 127, loss@min: 0.949673, loss@max: 1.369941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.748895, LT: 1.751700, Top1S: 66.903076, Top1T: 67.021278 Train:epoch: 128, loss@min: 0.950520, loss@max: 1.363459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.749031, LT: 1.752138, Top1S: 66.962173, Top1T: 67.198578 Train:epoch: 129, loss@min: 0.949724, loss@max: 1.365264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.749180, LT: 1.752627, Top1S: 66.962173, Top1T: 67.139481 Train:epoch: 130, loss@min: 0.950095, loss@max: 1.368313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.749463, LT: 1.752923, Top1S: 67.080376, Top1T: 67.139481 Train:epoch: 131, loss@min: 0.947342, loss@max: 1.364751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.749903, LT: 1.753017, Top1S: 67.021278, Top1T: 67.198578 Train:epoch: 132, loss@min: 0.949807, loss@max: 1.365869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.750370, LT: 1.753223, Top1S: 67.080376, Top1T: 67.198578 Train:epoch: 133, loss@min: 0.951505, loss@max: 1.363859, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.750707, LT: 1.753493, Top1S: 67.080376, Top1T: 67.316788 Train:epoch: 134, loss@min: 0.949448, loss@max: 1.365009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.750958, LT: 1.753782, Top1S: 67.080376, Top1T: 67.316788 Train:epoch: 135, loss@min: 0.949492, loss@max: 1.365827, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.751176, LT: 1.754062, Top1S: 67.080376, Top1T: 67.316788 Train:epoch: 136, loss@min: 0.952193, loss@max: 1.367901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.751321, LT: 1.754353, Top1S: 67.080376, Top1T: 67.316788 Train:epoch: 137, loss@min: 0.953198, loss@max: 1.363024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.751426, LT: 1.754608, Top1S: 67.021278, Top1T: 67.257683 Train:epoch: 138, loss@min: 0.940709, loss@max: 1.370532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.751481, LT: 1.754700, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 139, loss@min: 0.948190, loss@max: 1.362609, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.751590, LT: 1.754727, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 140, loss@min: 0.944247, loss@max: 1.367514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.751700, LT: 1.754733, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 141, loss@min: 0.947150, loss@max: 1.366562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.751775, LT: 1.754782, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 142, loss@min: 0.948931, loss@max: 1.367056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.751832, LT: 1.754850, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 143, loss@min: 0.950744, loss@max: 1.368724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.751868, LT: 1.754885, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 144, loss@min: 0.949088, loss@max: 1.367255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.751895, LT: 1.754906, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 145, loss@min: 0.947844, loss@max: 1.363146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.751911, LT: 1.754918, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 146, loss@min: 0.947687, loss@max: 1.367338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.751914, LT: 1.754926, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 147, loss@min: 0.951124, loss@max: 1.367284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.751916, LT: 1.754935, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 148, loss@min: 0.944057, loss@max: 1.369070, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.751919, LT: 1.754939, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 149, loss@min: 0.952706, loss@max: 1.363009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.751920, LT: 1.754939, Top1S: 67.021278, Top1T: 67.316788 Train:epoch: 150, loss@min: 0.944559, loss@max: 1.368641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.751920, LT: 1.754939, Top1S: 67.021278, Top1T: 67.316788 ------------------------------------------- Mon Aug 7 13:04:25 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 20} ------------------------------------------- Mon Aug 7 13:05:58 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.503156, loss@max: 1.678857, Top1S acc: 100.000000, Top1T acc: 55.078125 Train:epoch: 2, loss@min: 4.134411, loss@max: 1.801016, Top1S acc: 100.000000, Top1T acc: 53.125000 Train:epoch: 3, loss@min: 3.648280, loss@max: 1.856658, Top1S acc: 100.000000, Top1T acc: 58.203125 Train:epoch: 4, loss@min: 3.303648, loss@max: 1.909069, Top1S acc: 100.000000, Top1T acc: 64.062500 Train:epoch: 5, loss@min: 2.883913, loss@max: 1.877682, Top1S acc: 100.000000, Top1T acc: 73.437500 Train:epoch: 6, loss@min: 2.685561, loss@max: 1.868743, Top1S acc: 100.000000, Top1T acc: 72.656250 Train:epoch: 7, loss@min: 2.312691, loss@max: 1.766545, Top1S acc: 100.000000, Top1T acc: 80.859375 Train:epoch: 8, loss@min: 2.229380, loss@max: 1.734534, Top1S acc: 100.000000, Top1T acc: 76.953125 Train:epoch: 9, loss@min: 2.139047, loss@max: 1.692100, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 10, loss@min: 2.045680, loss@max: 1.648319, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 11, loss@min: 2.007752, loss@max: 1.618532, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 12, loss@min: 1.767978, loss@max: 1.551916, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 13, loss@min: 1.665149, loss@max: 1.522036, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 14, loss@min: 1.613013, loss@max: 1.520614, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 15, loss@min: 1.464051, loss@max: 1.478245, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 16, loss@min: 1.400053, loss@max: 1.482051, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 17, loss@min: 1.434371, loss@max: 1.502204, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 18, loss@min: 1.364772, loss@max: 1.490904, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 19, loss@min: 1.273431, loss@max: 1.456443, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 20, loss@min: 1.280255, loss@max: 1.466685, Top1S acc: 100.000000, Top1T acc: 95.703125 Test:epoch: 20, LS: 1.288917, LT: 1.281433, Top1S: 67.198578, Top1T: 67.139481Best acc: 67.139481 Train:epoch: 21, loss@min: 1.268350, loss@max: 1.467702, Top1S acc: 100.000000, Top1T acc: 96.484375 Test:epoch: 21, LS: 1.298409, LT: 1.291145, Top1S: 67.612289, Top1T: 67.434990Best acc: 67.434990 Train:epoch: 22, loss@min: 1.141318, loss@max: 1.424562, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 22, LS: 1.309811, LT: 1.302559, Top1S: 67.080376, Top1T: 67.375885 Train:epoch: 23, loss@min: 1.214545, loss@max: 1.442830, Top1S acc: 100.000000, Top1T acc: 97.265625 Test:epoch: 23, LS: 1.318664, LT: 1.310937, Top1S: 67.494087, Top1T: 67.612289Best acc: 67.612289 Train:epoch: 24, loss@min: 1.169438, loss@max: 1.447208, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 24, LS: 1.327862, LT: 1.320006, Top1S: 67.553192, Top1T: 67.375885 Train:epoch: 25, loss@min: 1.113813, loss@max: 1.412664, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 25, LS: 1.339568, LT: 1.331345, Top1S: 67.494087, Top1T: 67.612289 Train:epoch: 26, loss@min: 1.095664, loss@max: 1.414970, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 26, LS: 1.351908, LT: 1.343194, Top1S: 67.316788, Top1T: 67.257683 Train:epoch: 27, loss@min: 1.073615, loss@max: 1.402163, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 27, LS: 1.365644, LT: 1.356150, Top1S: 67.316788, Top1T: 67.434990 Train:epoch: 28, loss@min: 1.076422, loss@max: 1.412979, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 28, LS: 1.379110, LT: 1.369300, Top1S: 67.553192, Top1T: 67.671394Best acc: 67.671394 Train:epoch: 29, loss@min: 1.063860, loss@max: 1.401970, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 29, LS: 1.396153, LT: 1.386347, Top1S: 67.375885, Top1T: 67.612289 Train:epoch: 30, loss@min: 1.043981, loss@max: 1.391631, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 30, LS: 1.415054, LT: 1.405160, Top1S: 67.198578, Top1T: 67.494087 Train:epoch: 31, loss@min: 1.046685, loss@max: 1.401755, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 31, LS: 1.424489, LT: 1.414372, Top1S: 67.434990, Top1T: 67.375885 Train:epoch: 32, loss@min: 1.032164, loss@max: 1.391028, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 1.431427, LT: 1.421116, Top1S: 67.375885, Top1T: 67.434990 Train:epoch: 33, loss@min: 1.013070, loss@max: 1.386450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 1.439250, LT: 1.428400, Top1S: 67.316788, Top1T: 67.257683 Train:epoch: 34, loss@min: 1.000130, loss@max: 1.378341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 1.444143, LT: 1.433261, Top1S: 67.494087, Top1T: 67.612289 Train:epoch: 35, loss@min: 1.026738, loss@max: 1.399192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 1.449753, LT: 1.438674, Top1S: 67.553192, Top1T: 67.553192 Train:epoch: 36, loss@min: 1.033336, loss@max: 1.392155, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 36, LS: 1.457057, LT: 1.444961, Top1S: 67.494087, Top1T: 67.553192 Train:epoch: 37, loss@min: 1.000797, loss@max: 1.379309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 1.464771, LT: 1.452347, Top1S: 67.671394, Top1T: 67.434990 Train:epoch: 38, loss@min: 0.987994, loss@max: 1.369896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 1.472019, LT: 1.460374, Top1S: 67.494087, Top1T: 67.494087 Train:epoch: 39, loss@min: 1.023396, loss@max: 1.396858, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 39, LS: 1.480564, LT: 1.468174, Top1S: 67.316788, Top1T: 67.494087 Train:epoch: 40, loss@min: 0.996013, loss@max: 1.377770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 1.490898, LT: 1.478319, Top1S: 67.553192, Top1T: 67.553192 Train:epoch: 41, loss@min: 1.038210, loss@max: 1.401015, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 41, LS: 1.495287, LT: 1.483525, Top1S: 67.671394, Top1T: 67.553192 Train:epoch: 42, loss@min: 0.983726, loss@max: 1.381938, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 1.498940, LT: 1.486728, Top1S: 67.375885, Top1T: 67.316788 Train:epoch: 43, loss@min: 0.983349, loss@max: 1.378061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 1.505055, LT: 1.491945, Top1S: 67.434990, Top1T: 67.257683 Train:epoch: 44, loss@min: 0.985362, loss@max: 1.376347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 1.510986, LT: 1.498211, Top1S: 67.553192, Top1T: 67.375885 Train:epoch: 45, loss@min: 1.030360, loss@max: 1.406030, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 45, LS: 1.517724, LT: 1.504158, Top1S: 67.494087, Top1T: 67.434990 Train:epoch: 46, loss@min: 0.987245, loss@max: 1.381470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.526705, LT: 1.512514, Top1S: 67.434990, Top1T: 67.375885 Train:epoch: 47, loss@min: 0.980420, loss@max: 1.386317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.536699, LT: 1.521334, Top1S: 67.553192, Top1T: 67.375885 Train:epoch: 48, loss@min: 0.985521, loss@max: 1.383751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 1.544351, LT: 1.529293, Top1S: 67.789597, Top1T: 67.494087 Train:epoch: 49, loss@min: 0.979335, loss@max: 1.383610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 1.550833, LT: 1.536256, Top1S: 67.553192, Top1T: 67.553192 Train:epoch: 50, loss@min: 0.979278, loss@max: 1.384107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.560473, LT: 1.544241, Top1S: 67.434990, Top1T: 67.671394 Train:epoch: 51, loss@min: 0.975353, loss@max: 1.377869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.568462, LT: 1.552049, Top1S: 67.494087, Top1T: 67.612289 Train:epoch: 52, loss@min: 0.976670, loss@max: 1.382847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.572951, LT: 1.557141, Top1S: 67.316788, Top1T: 67.434990 Train:epoch: 53, loss@min: 0.975337, loss@max: 1.382840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.576742, LT: 1.560178, Top1S: 67.494087, Top1T: 67.730499Best acc: 67.730499 Train:epoch: 54, loss@min: 0.975495, loss@max: 1.381875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.581475, LT: 1.563349, Top1S: 67.730499, Top1T: 67.553192 Train:epoch: 55, loss@min: 0.971632, loss@max: 1.380122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.583651, LT: 1.566129, Top1S: 67.789597, Top1T: 67.848701Best acc: 67.848701 Train:epoch: 56, loss@min: 0.966900, loss@max: 1.376585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.586583, LT: 1.569856, Top1S: 67.730499, Top1T: 67.671394 Train:epoch: 57, loss@min: 0.969006, loss@max: 1.378643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.589642, LT: 1.572310, Top1S: 67.789597, Top1T: 67.553192 Train:epoch: 58, loss@min: 0.970723, loss@max: 1.377046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.596055, LT: 1.577537, Top1S: 67.730499, Top1T: 67.553192 Train:epoch: 59, loss@min: 0.967581, loss@max: 1.374382, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.602453, LT: 1.584157, Top1S: 67.612289, Top1T: 67.671394 Train:epoch: 60, loss@min: 0.978749, loss@max: 1.383203, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 60, LS: 1.605812, LT: 1.588365, Top1S: 67.553192, Top1T: 67.494087 Train:epoch: 61, loss@min: 0.970540, loss@max: 1.376308, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.608718, LT: 1.590578, Top1S: 67.375885, Top1T: 67.375885 Train:epoch: 62, loss@min: 0.971251, loss@max: 1.381505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.613228, LT: 1.594558, Top1S: 67.257683, Top1T: 67.257683 Train:epoch: 63, loss@min: 0.968794, loss@max: 1.379476, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.618557, LT: 1.600463, Top1S: 67.139481, Top1T: 67.257683 Train:epoch: 64, loss@min: 0.972816, loss@max: 1.375531, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 64, LS: 1.624161, LT: 1.605822, Top1S: 67.494087, Top1T: 67.494087 Train:epoch: 65, loss@min: 0.976755, loss@max: 1.382852, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 65, LS: 1.627211, LT: 1.608947, Top1S: 67.671394, Top1T: 67.612289 Train:epoch: 66, loss@min: 0.964041, loss@max: 1.376630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 1.631448, LT: 1.612973, Top1S: 68.026009, Top1T: 68.085106Best acc: 68.085106 Train:epoch: 67, loss@min: 0.962147, loss@max: 1.374081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 1.635605, LT: 1.617475, Top1S: 68.085106, Top1T: 67.966904 Train:epoch: 68, loss@min: 0.966150, loss@max: 1.376190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 1.639596, LT: 1.621930, Top1S: 67.966904, Top1T: 67.789597 Train:epoch: 69, loss@min: 0.966097, loss@max: 1.372440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 1.642358, LT: 1.624861, Top1S: 67.671394, Top1T: 67.612289 Train:epoch: 70, loss@min: 0.970897, loss@max: 1.375882, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 70, LS: 1.643163, LT: 1.624859, Top1S: 67.257683, Top1T: 67.316788 Train:epoch: 71, loss@min: 0.962472, loss@max: 1.382811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 1.643004, LT: 1.624634, Top1S: 67.316788, Top1T: 67.198578 Train:epoch: 72, loss@min: 0.961867, loss@max: 1.373072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 1.644109, LT: 1.625916, Top1S: 67.257683, Top1T: 67.257683 Train:epoch: 73, loss@min: 0.965656, loss@max: 1.376227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 1.646823, LT: 1.628726, Top1S: 66.843971, Top1T: 67.021278 Train:epoch: 74, loss@min: 0.960395, loss@max: 1.376175, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 1.650702, LT: 1.631743, Top1S: 66.784866, Top1T: 66.962173 Train:epoch: 75, loss@min: 0.959033, loss@max: 1.375041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 1.654167, LT: 1.634734, Top1S: 66.725769, Top1T: 66.784866 Train:epoch: 76, loss@min: 0.963121, loss@max: 1.373901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 1.657076, LT: 1.638470, Top1S: 66.784866, Top1T: 66.784866 Train:epoch: 77, loss@min: 0.963814, loss@max: 1.373446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 1.662366, LT: 1.643071, Top1S: 66.962173, Top1T: 67.021278 Train:epoch: 78, loss@min: 0.961156, loss@max: 1.369919, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 1.667290, LT: 1.647154, Top1S: 67.021278, Top1T: 67.257683 Train:epoch: 79, loss@min: 0.959902, loss@max: 1.380666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 1.671268, LT: 1.651812, Top1S: 67.139481, Top1T: 67.021278 Train:epoch: 80, loss@min: 0.961003, loss@max: 1.377065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.673722, LT: 1.654737, Top1S: 67.198578, Top1T: 67.139481 Train:epoch: 81, loss@min: 0.966301, loss@max: 1.375846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.673354, LT: 1.654096, Top1S: 67.434990, Top1T: 67.257683 Train:epoch: 82, loss@min: 0.958813, loss@max: 1.372133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.672646, LT: 1.653417, Top1S: 67.375885, Top1T: 67.375885 Train:epoch: 83, loss@min: 0.958338, loss@max: 1.376192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.672962, LT: 1.653432, Top1S: 67.553192, Top1T: 67.494087 Train:epoch: 84, loss@min: 0.958911, loss@max: 1.371580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.674111, LT: 1.654134, Top1S: 67.671394, Top1T: 67.671394 Train:epoch: 85, loss@min: 0.963670, loss@max: 1.375388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.676098, LT: 1.656538, Top1S: 67.671394, Top1T: 67.434990 Train:epoch: 86, loss@min: 0.962100, loss@max: 1.376739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.678818, LT: 1.659009, Top1S: 67.612289, Top1T: 67.553192 Train:epoch: 87, loss@min: 0.956160, loss@max: 1.372021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.681637, LT: 1.661771, Top1S: 67.553192, Top1T: 67.612289 Train:epoch: 88, loss@min: 0.959824, loss@max: 1.372571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.685004, LT: 1.665034, Top1S: 67.612289, Top1T: 67.612289 Train:epoch: 89, loss@min: 0.963032, loss@max: 1.374857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.688296, LT: 1.668247, Top1S: 67.612289, Top1T: 67.612289 Train:epoch: 90, loss@min: 0.956564, loss@max: 1.370040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.690302, LT: 1.670764, Top1S: 67.612289, Top1T: 67.671394 Train:epoch: 91, loss@min: 0.959986, loss@max: 1.374382, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.691687, LT: 1.672261, Top1S: 67.671394, Top1T: 67.553192 Train:epoch: 92, loss@min: 0.957289, loss@max: 1.373633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.691533, LT: 1.671887, Top1S: 67.553192, Top1T: 67.671394 Train:epoch: 93, loss@min: 0.958876, loss@max: 1.376291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.690714, LT: 1.671444, Top1S: 67.434990, Top1T: 67.434990 Train:epoch: 94, loss@min: 0.981068, loss@max: 1.382796, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 1.691472, LT: 1.672402, Top1S: 67.434990, Top1T: 67.316788 Train:epoch: 95, loss@min: 0.958496, loss@max: 1.372456, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.693006, LT: 1.673649, Top1S: 67.375885, Top1T: 67.316788 Train:epoch: 96, loss@min: 0.956948, loss@max: 1.370235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.693982, LT: 1.674389, Top1S: 67.257683, Top1T: 67.257683 Train:epoch: 97, loss@min: 0.967086, loss@max: 1.381849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.695920, LT: 1.676389, Top1S: 67.375885, Top1T: 67.257683 Train:epoch: 98, loss@min: 0.955763, loss@max: 1.370637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.698286, LT: 1.678444, Top1S: 67.375885, Top1T: 67.198578 Train:epoch: 99, loss@min: 0.959836, loss@max: 1.373313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.699280, LT: 1.679352, Top1S: 67.434990, Top1T: 67.257683 Train:epoch: 100, loss@min: 0.960556, loss@max: 1.371905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.699927, LT: 1.679924, Top1S: 67.553192, Top1T: 67.316788 Train:epoch: 101, loss@min: 0.959163, loss@max: 1.374021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.700985, LT: 1.680898, Top1S: 67.612289, Top1T: 67.316788 Train:epoch: 102, loss@min: 0.956638, loss@max: 1.372563, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.702335, LT: 1.681882, Top1S: 67.553192, Top1T: 67.257683 Train:epoch: 103, loss@min: 0.954418, loss@max: 1.367355, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.702939, LT: 1.682185, Top1S: 67.671394, Top1T: 67.375885 Train:epoch: 104, loss@min: 0.957280, loss@max: 1.370195, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.703954, LT: 1.683229, Top1S: 67.553192, Top1T: 67.375885 Train:epoch: 105, loss@min: 0.956752, loss@max: 1.371942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.704949, LT: 1.684323, Top1S: 67.612289, Top1T: 67.434990 Train:epoch: 106, loss@min: 0.958887, loss@max: 1.376155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.706240, LT: 1.685344, Top1S: 67.671394, Top1T: 67.375885 Train:epoch: 107, loss@min: 0.958301, loss@max: 1.372374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.707907, LT: 1.686857, Top1S: 67.553192, Top1T: 67.080376 Train:epoch: 108, loss@min: 0.954924, loss@max: 1.371879, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.708731, LT: 1.687897, Top1S: 67.434990, Top1T: 67.257683 Train:epoch: 109, loss@min: 0.957180, loss@max: 1.374277, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.709262, LT: 1.688925, Top1S: 67.494087, Top1T: 67.375885 Train:epoch: 110, loss@min: 0.957480, loss@max: 1.371125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.709745, LT: 1.689628, Top1S: 67.612289, Top1T: 67.375885 Train:epoch: 111, loss@min: 0.960118, loss@max: 1.370857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.710354, LT: 1.690134, Top1S: 67.553192, Top1T: 67.434990 Train:epoch: 112, loss@min: 0.962380, loss@max: 1.375161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.710916, LT: 1.690745, Top1S: 67.434990, Top1T: 67.494087 Train:epoch: 113, loss@min: 0.957030, loss@max: 1.368759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.711631, LT: 1.691642, Top1S: 67.375885, Top1T: 67.434990 Train:epoch: 114, loss@min: 0.956392, loss@max: 1.373659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.712258, LT: 1.692360, Top1S: 67.316788, Top1T: 67.375885 Train:epoch: 115, loss@min: 0.957561, loss@max: 1.374459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.712479, LT: 1.692610, Top1S: 67.316788, Top1T: 67.494087 Train:epoch: 116, loss@min: 0.955211, loss@max: 1.372493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.712619, LT: 1.692719, Top1S: 67.375885, Top1T: 67.375885 Train:epoch: 117, loss@min: 0.956720, loss@max: 1.369638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.712724, LT: 1.692761, Top1S: 67.494087, Top1T: 67.375885 Train:epoch: 118, loss@min: 0.958651, loss@max: 1.373161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.713107, LT: 1.693060, Top1S: 67.553192, Top1T: 67.375885 Train:epoch: 119, loss@min: 0.958213, loss@max: 1.371227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.713574, LT: 1.693496, Top1S: 67.612289, Top1T: 67.434990 Train:epoch: 120, loss@min: 0.963248, loss@max: 1.374694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.713828, LT: 1.693800, Top1S: 67.671394, Top1T: 67.434990 Train:epoch: 121, loss@min: 0.957138, loss@max: 1.371673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.714074, LT: 1.694046, Top1S: 67.789597, Top1T: 67.434990 Train:epoch: 122, loss@min: 0.954499, loss@max: 1.369508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.714507, LT: 1.694430, Top1S: 67.848701, Top1T: 67.257683 Train:epoch: 123, loss@min: 0.957995, loss@max: 1.374213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.715165, LT: 1.695085, Top1S: 67.848701, Top1T: 67.375885 Train:epoch: 124, loss@min: 0.959248, loss@max: 1.373124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.715662, LT: 1.695526, Top1S: 67.848701, Top1T: 67.434990 Train:epoch: 125, loss@min: 0.958415, loss@max: 1.371620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.715905, LT: 1.695725, Top1S: 67.789597, Top1T: 67.494087 Train:epoch: 126, loss@min: 0.960439, loss@max: 1.373146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.716238, LT: 1.695971, Top1S: 67.907799, Top1T: 67.730499 Train:epoch: 127, loss@min: 0.967890, loss@max: 1.374974, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 1.716467, LT: 1.696159, Top1S: 67.907799, Top1T: 67.612289 Train:epoch: 128, loss@min: 0.956025, loss@max: 1.370068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.716550, LT: 1.696261, Top1S: 67.907799, Top1T: 67.553192 Train:epoch: 129, loss@min: 0.958998, loss@max: 1.371137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.716657, LT: 1.696408, Top1S: 67.848701, Top1T: 67.553192 Train:epoch: 130, loss@min: 0.960638, loss@max: 1.373687, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.716826, LT: 1.696548, Top1S: 67.848701, Top1T: 67.553192 Train:epoch: 131, loss@min: 0.956082, loss@max: 1.367853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.717004, LT: 1.696682, Top1S: 67.848701, Top1T: 67.553192 Train:epoch: 132, loss@min: 0.956396, loss@max: 1.373644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.717261, LT: 1.696927, Top1S: 67.848701, Top1T: 67.494087 Train:epoch: 133, loss@min: 0.955982, loss@max: 1.372582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.717565, LT: 1.697232, Top1S: 67.848701, Top1T: 67.494087 Train:epoch: 134, loss@min: 0.956960, loss@max: 1.370200, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.717872, LT: 1.697527, Top1S: 67.789597, Top1T: 67.553192 Train:epoch: 135, loss@min: 0.957761, loss@max: 1.370348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.718124, LT: 1.697765, Top1S: 67.789597, Top1T: 67.494087 Train:epoch: 136, loss@min: 0.959779, loss@max: 1.373435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.718321, LT: 1.697961, Top1S: 67.789597, Top1T: 67.494087 Train:epoch: 137, loss@min: 0.957994, loss@max: 1.373928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.718476, LT: 1.698108, Top1S: 67.730499, Top1T: 67.553192 Train:epoch: 138, loss@min: 0.953653, loss@max: 1.368032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.718515, LT: 1.698150, Top1S: 67.730499, Top1T: 67.553192 Train:epoch: 139, loss@min: 0.953872, loss@max: 1.368220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.718559, LT: 1.698202, Top1S: 67.730499, Top1T: 67.553192 Train:epoch: 140, loss@min: 0.956599, loss@max: 1.368490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.718584, LT: 1.698231, Top1S: 67.671394, Top1T: 67.553192 Train:epoch: 141, loss@min: 0.955356, loss@max: 1.369958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.718632, LT: 1.698276, Top1S: 67.671394, Top1T: 67.612289 Train:epoch: 142, loss@min: 0.958173, loss@max: 1.373348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.718670, LT: 1.698318, Top1S: 67.671394, Top1T: 67.612289 Train:epoch: 143, loss@min: 0.962683, loss@max: 1.375437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.718695, LT: 1.698344, Top1S: 67.671394, Top1T: 67.553192 Train:epoch: 144, loss@min: 0.960453, loss@max: 1.372471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.718714, LT: 1.698365, Top1S: 67.671394, Top1T: 67.612289 Train:epoch: 145, loss@min: 0.953871, loss@max: 1.366233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.718723, LT: 1.698377, Top1S: 67.671394, Top1T: 67.612289 Train:epoch: 146, loss@min: 0.961428, loss@max: 1.371582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.718717, LT: 1.698376, Top1S: 67.671394, Top1T: 67.612289 Train:epoch: 147, loss@min: 0.963139, loss@max: 1.378011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.718713, LT: 1.698375, Top1S: 67.671394, Top1T: 67.612289 Train:epoch: 148, loss@min: 0.955702, loss@max: 1.368839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.718712, LT: 1.698375, Top1S: 67.671394, Top1T: 67.612289 Train:epoch: 149, loss@min: 0.957137, loss@max: 1.372614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.718712, LT: 1.698374, Top1S: 67.671394, Top1T: 67.612289 Train:epoch: 150, loss@min: 0.954858, loss@max: 1.369850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.718711, LT: 1.698374, Top1S: 67.671394, Top1T: 67.612289 ------------------------------------------- Mon Aug 7 14:27:07 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 20} ------------------------------------------- Mon Aug 7 15:41:49 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.495896, loss@max: 1.626693, Top1S acc: 100.000000, Top1T acc: 43.125000 Train:epoch: 2, loss@min: 4.236727, loss@max: 1.732922, Top1S acc: 100.000000, Top1T acc: 45.000000 Train:epoch: 3, loss@min: 3.888692, loss@max: 1.811280, Top1S acc: 100.000000, Top1T acc: 49.375000 Train:epoch: 4, loss@min: 3.435678, loss@max: 1.835080, Top1S acc: 100.000000, Top1T acc: 56.875000 Train:epoch: 5, loss@min: 3.085353, loss@max: 1.875581, Top1S acc: 100.000000, Top1T acc: 60.625000 Train:epoch: 6, loss@min: 2.762347, loss@max: 1.888584, Top1S acc: 100.000000, Top1T acc: 66.250000 Train:epoch: 7, loss@min: 2.775764, loss@max: 1.960225, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 8, loss@min: 2.413445, loss@max: 1.907312, Top1S acc: 100.000000, Top1T acc: 74.375000 Train:epoch: 9, loss@min: 2.352684, loss@max: 1.910118, Top1S acc: 100.000000, Top1T acc: 74.375000 Train:epoch: 10, loss@min: 2.265740, loss@max: 1.884597, Top1S acc: 100.000000, Top1T acc: 76.875000 Train:epoch: 11, loss@min: 2.311615, loss@max: 1.895522, Top1S acc: 100.000000, Top1T acc: 74.375000 Train:epoch: 12, loss@min: 2.149911, loss@max: 1.831583, Top1S acc: 100.000000, Top1T acc: 77.500000 Train:epoch: 13, loss@min: 2.100099, loss@max: 1.791352, Top1S acc: 100.000000, Top1T acc: 81.875000 Train:epoch: 14, loss@min: 2.080620, loss@max: 1.756637, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 15, loss@min: 1.971717, loss@max: 1.706969, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 16, loss@min: 1.910148, loss@max: 1.674990, Top1S acc: 100.000000, Top1T acc: 85.625000 Train:epoch: 17, loss@min: 1.986447, loss@max: 1.668581, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 18, loss@min: 1.887693, loss@max: 1.633825, Top1S acc: 100.000000, Top1T acc: 83.125000 Train:epoch: 19, loss@min: 1.804072, loss@max: 1.602845, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 20, loss@min: 1.723743, loss@max: 1.587274, Top1S acc: 100.000000, Top1T acc: 91.875000 Test:epoch: 20, LS: 0.614439, LT: 0.606849, Top1S: 79.395065, Top1T: 79.679008Best acc: 79.679008 Train:epoch: 21, loss@min: 1.653637, loss@max: 1.561004, Top1S acc: 100.000000, Top1T acc: 88.750000 Test:epoch: 21, LS: 0.603467, LT: 0.595186, Top1S: 79.827164, Top1T: 79.901237Best acc: 79.901237 Train:epoch: 22, loss@min: 1.733631, loss@max: 1.593723, Top1S acc: 100.000000, Top1T acc: 88.750000 Test:epoch: 22, LS: 0.591512, LT: 0.582420, Top1S: 80.098763, Top1T: 80.407410Best acc: 80.407410 Train:epoch: 23, loss@min: 1.622133, loss@max: 1.578871, Top1S acc: 100.000000, Top1T acc: 91.250000 Test:epoch: 23, LS: 0.581037, LT: 0.571046, Top1S: 80.444443, Top1T: 80.864197Best acc: 80.864197 Train:epoch: 24, loss@min: 1.583836, loss@max: 1.577300, Top1S acc: 100.000000, Top1T acc: 93.125000{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 7 15:49:19 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.495896, loss@max: 1.626693, Top1S acc: 100.000000, Top1T acc: 43.125000 Train:epoch: 2, loss@min: 4.236727, loss@max: 1.732922, Top1S acc: 100.000000, Top1T acc: 45.000000 Train:epoch: 3, loss@min: 3.888692, loss@max: 1.811280, Top1S acc: 100.000000, Top1T acc: 49.375000 Train:epoch: 4, loss@min: 3.435678, loss@max: 1.835080, Top1S acc: 100.000000, Top1T acc: 56.875000 Train:epoch: 5, loss@min: 3.085353, loss@max: 1.875581, Top1S acc: 100.000000, Top1T acc: 60.625000 Train:epoch: 6, loss@min: 2.762347, loss@max: 1.888584, Top1S acc: 100.000000, Top1T acc: 66.250000 Train:epoch: 7, loss@min: 2.775764, loss@max: 1.960225, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 8, loss@min: 2.413445, loss@max: 1.907312, Top1S acc: 100.000000, Top1T acc: 74.375000 Train:epoch: 9, loss@min: 2.352684, loss@max: 1.910118, Top1S acc: 100.000000, Top1T acc: 74.375000 Train:epoch: 10, loss@min: 2.265740, loss@max: 1.884597, Top1S acc: 100.000000, Top1T acc: 76.875000 Train:epoch: 11, loss@min: 2.311615, loss@max: 1.895522, Top1S acc: 100.000000, Top1T acc: 74.375000 Train:epoch: 12, loss@min: 2.149911, loss@max: 1.831583, Top1S acc: 100.000000, Top1T acc: 77.500000 Train:epoch: 13, loss@min: 2.100099, loss@max: 1.791352, Top1S acc: 100.000000, Top1T acc: 81.875000 Train:epoch: 14, loss@min: 2.080620, loss@max: 1.756637, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 15, loss@min: 1.971717, loss@max: 1.706969, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 16, loss@min: 1.910148, loss@max: 1.674990, Top1S acc: 100.000000, Top1T acc: 85.625000 Train:epoch: 17, loss@min: 1.986447, loss@max: 1.668581, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 18, loss@min: 1.887693, loss@max: 1.633825, Top1S acc: 100.000000, Top1T acc: 83.125000 Train:epoch: 19, loss@min: 1.804072, loss@max: 1.602845, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 20, loss@min: 1.723743, loss@max: 1.587274, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 21, loss@min: 1.788424, loss@max: 1.605476, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 22, loss@min: 1.676770, loss@max: 1.591185, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 23, loss@min: 1.658664, loss@max: 1.587923, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 24, loss@min: 1.591871, loss@max: 1.597094, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 25, loss@min: 1.582677, loss@max: 1.602146, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 26, loss@min: 1.605384, loss@max: 1.627574, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 27, loss@min: 1.492170, loss@max: 1.579846, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 28, loss@min: 1.487031, loss@max: 1.601091, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 29, loss@min: 1.505971, loss@max: 1.619807, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 30, loss@min: 1.583596, loss@max: 1.654434, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 31, loss@min: 1.468526, loss@max: 1.616197, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 32, loss@min: 1.418298, loss@max: 1.615954, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 33, loss@min: 1.347404, loss@max: 1.602438, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 34, loss@min: 1.381257, loss@max: 1.605908, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 35, loss@min: 1.318509, loss@max: 1.594497, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 36, loss@min: 1.344931, loss@max: 1.606309, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 37, loss@min: 1.337708, loss@max: 1.591551, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 38, loss@min: 1.384434, loss@max: 1.611075, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 39, loss@min: 1.357059, loss@max: 1.598571, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 40, loss@min: 1.271573, loss@max: 1.557153, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 41, loss@min: 1.289243, loss@max: 1.542156, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 42, loss@min: 1.383100, loss@max: 1.575701, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 43, loss@min: 1.304666, loss@max: 1.543986, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 44, loss@min: 1.383066, loss@max: 1.568628, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 45, loss@min: 1.351128, loss@max: 1.572279, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 46, loss@min: 1.337692, loss@max: 1.566261, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 47, loss@min: 1.224537, loss@max: 1.535367, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 48, loss@min: 1.259573, loss@max: 1.554581, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 49, loss@min: 1.264799, loss@max: 1.542035, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 50, loss@min: 1.252737, loss@max: 1.547521, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 51, loss@min: 1.305886, loss@max: 1.573505, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 52, loss@min: 1.269317, loss@max: 1.544944, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 53, loss@min: 1.226656, loss@max: 1.543296, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 54, loss@min: 1.216814, loss@max: 1.537933, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 55, loss@min: 1.209289, loss@max: 1.529538, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 56, loss@min: 1.151909, loss@max: 1.527187, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 57, loss@min: 1.221541, loss@max: 1.547814, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 58, loss@min: 1.218607, loss@max: 1.536364, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 59, loss@min: 1.248393, loss@max: 1.558463, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 60, loss@min: 1.135337, loss@max: 1.509510, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 61, loss@min: 1.148349, loss@max: 1.512719, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 62, loss@min: 1.163097, loss@max: 1.515038, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 63, loss@min: 1.160526, loss@max: 1.515082, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 64, loss@min: 1.187717, loss@max: 1.523663, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 65, loss@min: 1.136668, loss@max: 1.506164, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 66, loss@min: 1.178773, loss@max: 1.514468, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 67, loss@min: 1.132155, loss@max: 1.493847, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 68, loss@min: 1.166523, loss@max: 1.514717, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 69, loss@min: 1.108825, loss@max: 1.479955, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 70, loss@min: 1.115304, loss@max: 1.492637, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 71, loss@min: 1.102262, loss@max: 1.475884, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 72, loss@min: 1.079080, loss@max: 1.475046, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 73, loss@min: 1.089061, loss@max: 1.470969, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 74, loss@min: 1.152254, loss@max: 1.501000, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 75, loss@min: 1.100207, loss@max: 1.470019, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 76, loss@min: 1.090354, loss@max: 1.479235, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 77, loss@min: 1.110409, loss@max: 1.492464, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 78, loss@min: 1.161663, loss@max: 1.509562, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 79, loss@min: 1.080626, loss@max: 1.471288, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 80, loss@min: 1.106582, loss@max: 1.484880, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 80, LS: 0.510410, LT: 0.508195, Top1S: 83.629631, Top1T: 83.641975Best acc: 83.641975 Train:epoch: 81, loss@min: 1.086227, loss@max: 1.483698, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 81, LS: 0.507641, LT: 0.505966, Top1S: 83.691360, Top1T: 83.666664Best acc: 83.666664 Train:epoch: 82, loss@min: 1.055948, loss@max: 1.459753, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 82, LS: 0.505231, LT: 0.504043, Top1S: 83.814812, Top1T: 83.716049Best acc: 83.716049 Train:epoch: 83, loss@min: 1.083643, loss@max: 1.469291, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 83, LS: 0.503649, LT: 0.502777, Top1S: 83.864197, Top1T: 83.777779Best acc: 83.777779 Train:epoch: 84, loss@min: 1.108751, loss@max: 1.492386, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 84, LS: 0.503593, LT: 0.502652, Top1S: 83.864197, Top1T: 83.888885Best acc: 83.888885 Train:epoch: 85, loss@min: 1.085457, loss@max: 1.470358, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 85, LS: 0.504275, LT: 0.503184, Top1S: 83.925926, Top1T: 83.938271Best acc: 83.938271 Train:epoch: 86, loss@min: 1.131650, loss@max: 1.480494, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 86, LS: 0.506475, LT: 0.505225, Top1S: 83.864197, Top1T: 83.839508 Train:epoch: 87, loss@min: 1.079876, loss@max: 1.474824, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 87, LS: 0.507908, LT: 0.506445, Top1S: 83.925926, Top1T: 83.753090 Train:epoch: 88, loss@min: 1.095575, loss@max: 1.482755, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 88, LS: 0.508448, LT: 0.506731, Top1S: 83.950615, Top1T: 83.864197 Train:epoch: 89, loss@min: 1.104899, loss@max: 1.479742, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 89, LS: 0.509167, LT: 0.507483, Top1S: 83.925926, Top1T: 83.925926 Train:epoch: 90, loss@min: 1.093766, loss@max: 1.476206, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 90, LS: 0.510081, LT: 0.508503, Top1S: 83.962959, Top1T: 83.901237 Train:epoch: 91, loss@min: 1.090983, loss@max: 1.475074, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 91, LS: 0.509783, LT: 0.508367, Top1S: 83.901237, Top1T: 83.864197 Train:epoch: 92, loss@min: 1.090302, loss@max: 1.468133, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 92, LS: 0.509530, LT: 0.508384, Top1S: 83.962959, Top1T: 83.876541 Train:epoch: 93, loss@min: 1.098657, loss@max: 1.485030, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 93, LS: 0.510634, LT: 0.509850, Top1S: 83.938271, Top1T: 83.925926 Train:epoch: 94, loss@min: 1.078393, loss@max: 1.471387, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 94, LS: 0.511646, LT: 0.511003, Top1S: 83.901237, Top1T: 83.938271 Train:epoch: 95, loss@min: 1.060485, loss@max: 1.453931, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 95, LS: 0.512685, LT: 0.511901, Top1S: 83.901237, Top1T: 83.901237 Train:epoch: 96, loss@min: 1.081063, loss@max: 1.469008, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 96, LS: 0.512575, LT: 0.511279, Top1S: 83.975311, Top1T: 83.925926 Train:epoch: 97, loss@min: 1.091250, loss@max: 1.469679, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 97, LS: 0.512494, LT: 0.510681, Top1S: 83.888885, Top1T: 83.925926 Train:epoch: 98, loss@min: 1.099142, loss@max: 1.472325, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 98, LS: 0.513397, LT: 0.511218, Top1S: 83.950615, Top1T: 83.925926 Train:epoch: 99, loss@min: 1.074475, loss@max: 1.469781, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 99, LS: 0.513770, LT: 0.511518, Top1S: 83.987656, Top1T: 83.938271 Train:epoch: 100, loss@min: 1.101048, loss@max: 1.480378, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 100, LS: 0.512769, LT: 0.510379, Top1S: 84.098763, Top1T: 83.975311Best acc: 83.975311 Train:epoch: 101, loss@min: 1.048346, loss@max: 1.451856, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 101, LS: 0.512669, LT: 0.510290, Top1S: 84.086418, Top1T: 84.049385Best acc: 84.049385 Train:epoch: 102, loss@min: 1.070415, loss@max: 1.467825, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 102, LS: 0.512384, LT: 0.510085, Top1S: 84.098763, Top1T: 84.086418Best acc: 84.086418 Train:epoch: 103, loss@min: 1.082093, loss@max: 1.468673, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 103, LS: 0.512302, LT: 0.510121, Top1S: 84.123459, Top1T: 84.098763Best acc: 84.098763 Train:epoch: 104, loss@min: 1.076544, loss@max: 1.468309, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 104, LS: 0.512688, LT: 0.510723, Top1S: 84.074074, Top1T: 84.086418 Train:epoch: 105, loss@min: 1.079140, loss@max: 1.470156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.513960, LT: 0.512200, Top1S: 84.086418, Top1T: 84.024689 Train:epoch: 106, loss@min: 1.051662, loss@max: 1.449522, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 106, LS: 0.515238, LT: 0.513548, Top1S: 84.024689, Top1T: 84.037033 Train:epoch: 107, loss@min: 1.079089, loss@max: 1.462271, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 107, LS: 0.517018, LT: 0.515366, Top1S: 83.950615, Top1T: 83.962959 Train:epoch: 108, loss@min: 1.087610, loss@max: 1.460361, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 108, LS: 0.518566, LT: 0.516917, Top1S: 83.950615, Top1T: 83.864197 Train:epoch: 109, loss@min: 1.058967, loss@max: 1.464794, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 109, LS: 0.520154, LT: 0.518545, Top1S: 83.888885, Top1T: 83.802467 Train:epoch: 110, loss@min: 1.065558, loss@max: 1.455006, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 110, LS: 0.521624, LT: 0.520111, Top1S: 83.864197, Top1T: 83.740738 Train:epoch: 111, loss@min: 1.069419, loss@max: 1.467371, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 111, LS: 0.523400, LT: 0.521991, Top1S: 83.864197, Top1T: 83.777779 Train:epoch: 112, loss@min: 1.046640, loss@max: 1.451834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.524879, LT: 0.523541, Top1S: 83.802467, Top1T: 83.728394 Train:epoch: 113, loss@min: 1.078108, loss@max: 1.460697, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 113, LS: 0.524442, LT: 0.523169, Top1S: 83.839508, Top1T: 83.728394 Train:epoch: 114, loss@min: 1.047904, loss@max: 1.453152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.523852, LT: 0.522601, Top1S: 83.827164, Top1T: 83.703705 Train:epoch: 115, loss@min: 1.037038, loss@max: 1.447664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.523777, LT: 0.522475, Top1S: 83.851852, Top1T: 83.716049 Train:epoch: 116, loss@min: 1.075595, loss@max: 1.465388, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 116, LS: 0.522731, LT: 0.521370, Top1S: 83.802467, Top1T: 83.679008 Train:epoch: 117, loss@min: 1.022864, loss@max: 1.440549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.521658, LT: 0.520257, Top1S: 83.765434, Top1T: 83.740738 Train:epoch: 118, loss@min: 1.071313, loss@max: 1.467663, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 118, LS: 0.520408, LT: 0.518876, Top1S: 83.802467, Top1T: 83.802467 Train:epoch: 119, loss@min: 1.066067, loss@max: 1.460393, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 119, LS: 0.519440, LT: 0.517762, Top1S: 83.814812, Top1T: 83.827164 Train:epoch: 120, loss@min: 1.067786, loss@max: 1.467788, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 120, LS: 0.518775, LT: 0.516994, Top1S: 83.814812, Top1T: 83.814812 Train:epoch: 121, loss@min: 1.115677, loss@max: 1.477713, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 121, LS: 0.518393, LT: 0.516526, Top1S: 83.827164, Top1T: 83.839508 Train:epoch: 122, loss@min: 1.058692, loss@max: 1.454378, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 122, LS: 0.518432, LT: 0.516500, Top1S: 83.777779, Top1T: 83.839508 Train:epoch: 123, loss@min: 1.102646, loss@max: 1.471263, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 123, LS: 0.518315, LT: 0.516342, Top1S: 83.814812, Top1T: 83.888885 Train:epoch: 124, loss@min: 1.056777, loss@max: 1.456177, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 124, LS: 0.518253, LT: 0.516264, Top1S: 83.802467, Top1T: 83.938271 Train:epoch: 125, loss@min: 1.095416, loss@max: 1.464857, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 125, LS: 0.518129, LT: 0.516134, Top1S: 83.827164, Top1T: 83.975311 Train:epoch: 126, loss@min: 1.095246, loss@max: 1.465458, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 126, LS: 0.517975, LT: 0.516039, Top1S: 83.839508, Top1T: 83.987656 Train:epoch: 127, loss@min: 1.048710, loss@max: 1.446624, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 127, LS: 0.517969, LT: 0.516107, Top1S: 83.851852, Top1T: 84.024689 Train:epoch: 128, loss@min: 1.083405, loss@max: 1.455792, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 128, LS: 0.518135, LT: 0.516352, Top1S: 83.938271, Top1T: 84.000000 Train:epoch: 129, loss@min: 1.058767, loss@max: 1.459909, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 129, LS: 0.518176, LT: 0.516467, Top1S: 83.950615, Top1T: 84.012344 Train:epoch: 130, loss@min: 1.076280, loss@max: 1.463278, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 130, LS: 0.518305, LT: 0.516670, Top1S: 83.938271, Top1T: 84.012344 Train:epoch: 131, loss@min: 1.068336, loss@max: 1.454934, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 131, LS: 0.518441, LT: 0.516854, Top1S: 83.950615, Top1T: 84.024689 Train:epoch: 132, loss@min: 1.118963, loss@max: 1.477736, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 132, LS: 0.518707, LT: 0.517151, Top1S: 83.938271, Top1T: 84.024689 Train:epoch: 133, loss@min: 1.028688, loss@max: 1.445875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.518972, LT: 0.517440, Top1S: 83.975311, Top1T: 83.987656 Train:epoch: 134, loss@min: 1.061608, loss@max: 1.450494, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 134, LS: 0.519216, LT: 0.517688, Top1S: 83.950615, Top1T: 83.950615 Train:epoch: 135, loss@min: 1.091826, loss@max: 1.474989, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 135, LS: 0.519506, LT: 0.517981, Top1S: 83.913582, Top1T: 83.925926 Train:epoch: 136, loss@min: 1.050000, loss@max: 1.447847, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 136, LS: 0.519642, LT: 0.518105, Top1S: 83.901237, Top1T: 83.925926 Train:epoch: 137, loss@min: 1.098920, loss@max: 1.476658, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 137, LS: 0.519861, LT: 0.518319, Top1S: 83.913582, Top1T: 83.950615 Train:epoch: 138, loss@min: 1.050416, loss@max: 1.449950, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 138, LS: 0.520110, LT: 0.518558, Top1S: 83.913582, Top1T: 83.938271 Train:epoch: 139, loss@min: 1.093777, loss@max: 1.479796, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 139, LS: 0.520322, LT: 0.518759, Top1S: 83.901237, Top1T: 83.925926 Train:epoch: 140, loss@min: 1.079828, loss@max: 1.462191, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 140, LS: 0.520493, LT: 0.518917, Top1S: 83.901237, Top1T: 83.938271 Train:epoch: 141, loss@min: 1.099514, loss@max: 1.468159, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 141, LS: 0.520610, LT: 0.519022, Top1S: 83.901237, Top1T: 83.938271 Train:epoch: 142, loss@min: 1.069921, loss@max: 1.457387, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 142, LS: 0.520664, LT: 0.519065, Top1S: 83.901237, Top1T: 83.938271 Train:epoch: 143, loss@min: 1.044379, loss@max: 1.457057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.520698, LT: 0.519090, Top1S: 83.901237, Top1T: 83.950615 Train:epoch: 144, loss@min: 1.070181, loss@max: 1.459880, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 144, LS: 0.520728, LT: 0.519115, Top1S: 83.888885, Top1T: 83.938271 Train:epoch: 145, loss@min: 1.049453, loss@max: 1.444158, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 145, LS: 0.520747, LT: 0.519132, Top1S: 83.888885, Top1T: 83.938271 Train:epoch: 146, loss@min: 1.112298, loss@max: 1.474102, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 146, LS: 0.520752, LT: 0.519137, Top1S: 83.888885, Top1T: 83.938271 Train:epoch: 147, loss@min: 1.079124, loss@max: 1.460140, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 147, LS: 0.520752, LT: 0.519137, Top1S: 83.888885, Top1T: 83.938271 Train:epoch: 148, loss@min: 1.088245, loss@max: 1.471247, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 148, LS: 0.520752, LT: 0.519136, Top1S: 83.888885, Top1T: 83.938271 Train:epoch: 149, loss@min: 1.061926, loss@max: 1.459387, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 149, LS: 0.520752, LT: 0.519136, Top1S: 83.888885, Top1T: 83.938271 Train:epoch: 150, loss@min: 1.057949, loss@max: 1.457646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.520752, LT: 0.519136, Top1S: 83.888885, Top1T: 83.938271 ------------------------------------------- Mon Aug 7 17:38:31 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 7 17:44:02 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.545805, loss@max: 1.648167, Top1S acc: 100.000000, Top1T acc: 37.500000 Train:epoch: 2, loss@min: 4.245709, loss@max: 1.745476, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 3, loss@min: 3.428816, loss@max: 1.709659, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 4, loss@min: 3.291957, loss@max: 1.806221, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 5, loss@min: 2.914853, loss@max: 1.836718, Top1S acc: 100.000000, Top1T acc: 63.750000 Train:epoch: 6, loss@min: 2.578296, loss@max: 1.860851, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 7, loss@min: 2.459146, loss@max: 1.894671, Top1S acc: 100.000000, Top1T acc: 73.750000 Train:epoch: 8, loss@min: 2.285036, loss@max: 1.901622, Top1S acc: 100.000000, Top1T acc: 76.250000 Train:epoch: 9, loss@min: 1.932520, loss@max: 1.808365, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 10, loss@min: 2.036871, loss@max: 1.843901, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 11, loss@min: 1.893832, loss@max: 1.787871, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 12, loss@min: 1.908532, loss@max: 1.772479, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 13, loss@min: 1.779919, loss@max: 1.692828, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 14, loss@min: 1.804586, loss@max: 1.667171, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 15, loss@min: 1.632182, loss@max: 1.595856, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 16, loss@min: 1.734632, loss@max: 1.598664, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 17, loss@min: 1.661357, loss@max: 1.575798, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 18, loss@min: 1.669431, loss@max: 1.564155, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 19, loss@min: 1.526344, loss@max: 1.527712, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 20, loss@min: 1.567609, loss@max: 1.530768, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 21, loss@min: 1.536082, loss@max: 1.532897, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 22, loss@min: 1.435277, loss@max: 1.503463, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 23, loss@min: 1.425685, loss@max: 1.508926, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 24, loss@min: 1.453198, loss@max: 1.522441, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 25, loss@min: 1.312369, loss@max: 1.491127, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 26, loss@min: 1.416734, loss@max: 1.542100, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 27, loss@min: 1.294314, loss@max: 1.510915, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 28, loss@min: 1.275632, loss@max: 1.504360, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 29, loss@min: 1.223449, loss@max: 1.502376, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 30, loss@min: 1.227491, loss@max: 1.511826, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 31, loss@min: 1.243674, loss@max: 1.546693, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 32, loss@min: 1.183166, loss@max: 1.528310, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 33, loss@min: 1.187017, loss@max: 1.537916, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 34, loss@min: 1.086095, loss@max: 1.496599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.199433, loss@max: 1.545557, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 36, loss@min: 1.187018, loss@max: 1.540032, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 37, loss@min: 1.153639, loss@max: 1.524265, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 38, loss@min: 1.120689, loss@max: 1.493577, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 39, loss@min: 1.107974, loss@max: 1.477439, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 40, loss@min: 1.182238, loss@max: 1.491586, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 41, loss@min: 1.125979, loss@max: 1.476393, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.134057, loss@max: 1.464443, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.138463, loss@max: 1.464948, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 44, loss@min: 1.109963, loss@max: 1.458166, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 45, loss@min: 1.081514, loss@max: 1.447013, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.089407, loss@max: 1.445021, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 47, loss@min: 1.109486, loss@max: 1.478208, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 48, loss@min: 1.116412, loss@max: 1.470038, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 49, loss@min: 1.070516, loss@max: 1.440999, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 50, loss@min: 1.077293, loss@max: 1.457825, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 51, loss@min: 1.103842, loss@max: 1.472117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.035840, loss@max: 1.437592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.053821, loss@max: 1.454472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.051951, loss@max: 1.458960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.029986, loss@max: 1.439291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.056519, loss@max: 1.468509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.018945, loss@max: 1.441385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.031199, loss@max: 1.454101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.036592, loss@max: 1.442280, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 60, loss@min: 1.055656, loss@max: 1.462198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.058307, loss@max: 1.446818, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 62, loss@min: 1.060795, loss@max: 1.447505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.072382, loss@max: 1.457679, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 64, loss@min: 1.040077, loss@max: 1.444376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.020805, loss@max: 1.431357, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.071251, loss@max: 1.451610, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 67, loss@min: 0.998832, loss@max: 1.415329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.025527, loss@max: 1.424666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.016111, loss@max: 1.423764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.040397, loss@max: 1.429409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.008551, loss@max: 1.412988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.038524, loss@max: 1.436895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.016887, loss@max: 1.426778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.047618, loss@max: 1.442770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.068805, loss@max: 1.455193, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 76, loss@min: 1.061472, loss@max: 1.444433, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 77, loss@min: 1.048437, loss@max: 1.447476, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 78, loss@min: 1.063368, loss@max: 1.434947, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 79, loss@min: 0.989104, loss@max: 1.410676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.000481, loss@max: 1.419669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.560590, LT: 0.559867, Top1S: 83.185188, Top1T: 83.185188Best acc: 0.000000 Train:epoch: 81, loss@min: 1.025510, loss@max: 1.430163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.555944, LT: 0.554950, Top1S: 83.283951, Top1T: 83.197533Best acc: 0.000000 Train:epoch: 82, loss@min: 1.054829, loss@max: 1.442007, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 82, LS: 0.548661, LT: 0.547240, Top1S: 83.345680, Top1T: 83.506172Best acc: 0.000000 Train:epoch: 83, loss@min: 1.010193, loss@max: 1.423200, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.541894, LT: 0.540130, Top1S: 83.481483, Top1T: 83.617287Best acc: 0.000000 Train:epoch: 84, loss@min: 1.014779, loss@max: 1.430587, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.538002, LT: 0.535828, Top1S: 83.790123, Top1T: 83.876541Best acc: 0.000000 Train:epoch: 85, loss@min: 1.019848, loss@max: 1.433453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.534799, LT: 0.532702, Top1S: 83.901237, Top1T: 83.839508Best acc: 0.000000 Train:epoch: 86, loss@min: 0.992079, loss@max: 1.413005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.533138, LT: 0.531392, Top1S: 83.864197, Top1T: 83.790123Best acc: 0.000000 Train:epoch: 87, loss@min: 1.017245, loss@max: 1.429324, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.531486, LT: 0.530400, Top1S: 83.814812, Top1T: 83.814812Best acc: 0.000000 Train:epoch: 88, loss@min: 1.031132, loss@max: 1.426481, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 88, LS: 0.532051, LT: 0.531480, Top1S: 83.839508, Top1T: 83.839508Best acc: 0.000000 Train:epoch: 89, loss@min: 1.006350, loss@max: 1.416817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.531991, LT: 0.531884, Top1S: 83.753090, Top1T: 83.888885Best acc: 0.000000 Train:epoch: 90, loss@min: 0.991636, loss@max: 1.412761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.532263, LT: 0.532346, Top1S: 83.753090, Top1T: 83.864197Best acc: 0.000000 Train:epoch: 91, loss@min: 1.004690, loss@max: 1.410737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.533924, LT: 0.534160, Top1S: 83.777779, Top1T: 83.851852Best acc: 0.000000 Train:epoch: 92, loss@min: 0.992281, loss@max: 1.405290, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.537017, LT: 0.537333, Top1S: 83.777779, Top1T: 83.839508Best acc: 0.000000 Train:epoch: 93, loss@min: 0.998178, loss@max: 1.410442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.539180, LT: 0.539482, Top1S: 83.802467, Top1T: 83.777779Best acc: 0.000000 Train:epoch: 94, loss@min: 1.019596, loss@max: 1.418670, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 94, LS: 0.542092, LT: 0.542138, Top1S: 83.839508, Top1T: 83.753090Best acc: 0.000000 Train:epoch: 95, loss@min: 1.000399, loss@max: 1.416230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.543389, LT: 0.543110, Top1S: 83.790123, Top1T: 83.802467Best acc: 0.000000 Train:epoch: 96, loss@min: 1.032419, loss@max: 1.434031, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 96, LS: 0.543333, LT: 0.542741, Top1S: 83.790123, Top1T: 83.827164Best acc: 0.000000 Train:epoch: 97, loss@min: 0.991798, loss@max: 1.408787, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.543949, LT: 0.543158, Top1S: 83.740738, Top1T: 83.777779Best acc: 0.000000 Train:epoch: 98, loss@min: 0.994531, loss@max: 1.413789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.543978, LT: 0.543230, Top1S: 83.740738, Top1T: 83.777779Best acc: 0.000000 Train:epoch: 99, loss@min: 0.983046, loss@max: 1.401805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.543911, LT: 0.543236, Top1S: 83.814812, Top1T: 83.827164Best acc: 0.000000 Train:epoch: 100, loss@min: 1.001162, loss@max: 1.411470, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 100, LS: 0.544781, LT: 0.544176, Top1S: 83.802467, Top1T: 83.765434Best acc: 0.000000 Train:epoch: 101, loss@min: 0.989485, loss@max: 1.406245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.546132, LT: 0.545560, Top1S: 83.679008, Top1T: 83.790123Best acc: 0.000000 Train:epoch: 102, loss@min: 0.996381, loss@max: 1.416435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.548251, LT: 0.547713, Top1S: 83.654320, Top1T: 83.666664Best acc: 0.000000 Train:epoch: 103, loss@min: 1.035876, loss@max: 1.412365, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 103, LS: 0.550742, LT: 0.550222, Top1S: 83.530861, Top1T: 83.617287Best acc: 0.000000 Train:epoch: 104, loss@min: 0.979914, loss@max: 1.394088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.553380, LT: 0.552861, Top1S: 83.506172, Top1T: 83.567902Best acc: 0.000000 Train:epoch: 105, loss@min: 0.984213, loss@max: 1.403091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.556693, LT: 0.556017, Top1S: 83.419754, Top1T: 83.493828Best acc: 0.000000 Train:epoch: 106, loss@min: 0.981236, loss@max: 1.394751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.559406, LT: 0.558674, Top1S: 83.345680, Top1T: 83.432098Best acc: 0.000000 Train:epoch: 107, loss@min: 0.988717, loss@max: 1.413051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.562134, LT: 0.561273, Top1S: 83.320984, Top1T: 83.395065Best acc: 0.000000 Train:epoch: 108, loss@min: 1.000008, loss@max: 1.414662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.564299, LT: 0.563252, Top1S: 83.320984, Top1T: 83.308640Best acc: 0.000000 Train:epoch: 109, loss@min: 0.998792, loss@max: 1.411109, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.565000, LT: 0.563697, Top1S: 83.308640, Top1T: 83.308640Best acc: 0.000000 Train:epoch: 110, loss@min: 1.001133, loss@max: 1.414981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.565756, LT: 0.564203, Top1S: 83.333336, Top1T: 83.296295Best acc: 0.000000 Train:epoch: 111, loss@min: 0.991965, loss@max: 1.409846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.565192, LT: 0.563599, Top1S: 83.358025, Top1T: 83.358025Best acc: 0.000000 Train:epoch: 112, loss@min: 1.031920, loss@max: 1.429402, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 112, LS: 0.564318, LT: 0.562885, Top1S: 83.345680, Top1T: 83.395065Best acc: 0.000000 Train:epoch: 113, loss@min: 0.987054, loss@max: 1.411139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.563649, LT: 0.562461, Top1S: 83.370369, Top1T: 83.432098Best acc: 0.000000 Train:epoch: 114, loss@min: 1.010506, loss@max: 1.422870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.563348, LT: 0.562312, Top1S: 83.395065, Top1T: 83.407410Best acc: 0.000000 Train:epoch: 115, loss@min: 1.005273, loss@max: 1.413577, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 115, LS: 0.561812, LT: 0.560979, Top1S: 83.469139, Top1T: 83.506172Best acc: 0.000000 Train:epoch: 116, loss@min: 0.968607, loss@max: 1.392309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.560412, LT: 0.559746, Top1S: 83.481483, Top1T: 83.592590Best acc: 0.000000 Train:epoch: 117, loss@min: 0.979302, loss@max: 1.400544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.559753, LT: 0.559186, Top1S: 83.592590, Top1T: 83.567902Best acc: 0.000000 Train:epoch: 118, loss@min: 1.005085, loss@max: 1.411352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.559166, LT: 0.558687, Top1S: 83.641975, Top1T: 83.518517Best acc: 0.000000 Train:epoch: 119, loss@min: 0.990566, loss@max: 1.409605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.558915, LT: 0.558473, Top1S: 83.604935, Top1T: 83.543213Best acc: 0.000000 Train:epoch: 120, loss@min: 0.994669, loss@max: 1.406357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.558542, LT: 0.558125, Top1S: 83.592590, Top1T: 83.543213Best acc: 0.000000 Train:epoch: 121, loss@min: 0.989458, loss@max: 1.407594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.558338, LT: 0.557843, Top1S: 83.567902, Top1T: 83.543213Best acc: 0.000000 Train:epoch: 122, loss@min: 0.982020, loss@max: 1.398423, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.558346, LT: 0.557727, Top1S: 83.604935, Top1T: 83.543213Best acc: 0.000000 Train:epoch: 123, loss@min: 1.017616, loss@max: 1.425266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.557972, LT: 0.557166, Top1S: 83.629631, Top1T: 83.543213Best acc: 0.000000 Train:epoch: 124, loss@min: 0.985210, loss@max: 1.405180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.557482, LT: 0.556467, Top1S: 83.641975, Top1T: 83.555557Best acc: 0.000000 Train:epoch: 125, loss@min: 0.984457, loss@max: 1.401599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.557146, LT: 0.555938, Top1S: 83.641975, Top1T: 83.555557Best acc: 0.000000 Train:epoch: 126, loss@min: 1.001054, loss@max: 1.415374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.556908, LT: 0.555524, Top1S: 83.629631, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 127, loss@min: 0.978458, loss@max: 1.395441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.556875, LT: 0.555355, Top1S: 83.592590, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 128, loss@min: 0.976522, loss@max: 1.398336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.556801, LT: 0.555204, Top1S: 83.580246, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 129, loss@min: 0.987385, loss@max: 1.403528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.556918, LT: 0.555269, Top1S: 83.580246, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 130, loss@min: 1.001209, loss@max: 1.416643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.556963, LT: 0.555277, Top1S: 83.592590, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 131, loss@min: 0.990357, loss@max: 1.411663, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.556968, LT: 0.555249, Top1S: 83.580246, Top1T: 83.567902Best acc: 0.000000 Train:epoch: 132, loss@min: 0.979443, loss@max: 1.397708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.556983, LT: 0.555273, Top1S: 83.567902, Top1T: 83.555557Best acc: 0.000000 Train:epoch: 133, loss@min: 0.995333, loss@max: 1.414994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.557026, LT: 0.555357, Top1S: 83.592590, Top1T: 83.543213Best acc: 0.000000 Train:epoch: 134, loss@min: 1.006477, loss@max: 1.415307, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.556911, LT: 0.555270, Top1S: 83.604935, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 135, loss@min: 0.996867, loss@max: 1.405035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.556881, LT: 0.555280, Top1S: 83.604935, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 136, loss@min: 0.986228, loss@max: 1.404890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.556744, LT: 0.555166, Top1S: 83.617287, Top1T: 83.604935Best acc: 0.000000 Train:epoch: 137, loss@min: 0.974724, loss@max: 1.393773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.556691, LT: 0.555142, Top1S: 83.617287, Top1T: 83.604935Best acc: 0.000000 Train:epoch: 138, loss@min: 1.013354, loss@max: 1.411396, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 138, LS: 0.556626, LT: 0.555117, Top1S: 83.604935, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 139, loss@min: 0.987455, loss@max: 1.409263, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.556579, LT: 0.555099, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 140, loss@min: 0.990358, loss@max: 1.410594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.556556, LT: 0.555098, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 141, loss@min: 0.980206, loss@max: 1.402251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.556516, LT: 0.555083, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 142, loss@min: 1.012552, loss@max: 1.419479, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 142, LS: 0.556514, LT: 0.555104, Top1S: 83.617287, Top1T: 83.592590Best acc: 0.000000 Train:epoch: 143, loss@min: 0.992916, loss@max: 1.411981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.556499, LT: 0.555101, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 144, loss@min: 1.037980, loss@max: 1.428088, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 144, LS: 0.556508, LT: 0.555120, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 145, loss@min: 1.010709, loss@max: 1.419144, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.556529, LT: 0.555147, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 146, loss@min: 0.982914, loss@max: 1.402811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.556526, LT: 0.555150, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 147, loss@min: 0.990653, loss@max: 1.407780, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.556532, LT: 0.555157, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 148, loss@min: 1.007927, loss@max: 1.415171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.556532, LT: 0.555158, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 149, loss@min: 0.993729, loss@max: 1.410386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.556532, LT: 0.555159, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 Train:epoch: 150, loss@min: 1.016471, loss@max: 1.422879, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 150, LS: 0.556532, LT: 0.555159, Top1S: 83.617287, Top1T: 83.580246Best acc: 0.000000 ------------------------------------------- Mon Aug 7 19:33:52 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 1, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 1} ------------------------------------------- Mon Aug 7 20:11:06 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.545805, loss@max: 2.722313, Top1S acc: 100.000000, Top1T acc: 37.500000 Test:epoch: 1, LS: 1.528195, LT: 1.538461, Top1S: 43.037037, Top1T: 42.283951Best acc: 0.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 1, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 1} ------------------------------------------- Mon Aug 7 20:14:38 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.545805, loss@max: 2.722313, Top1S acc: 100.000000, Top1T acc: 37.500000 Test:epoch: 1, LS: 1.528195, LT: 1.538461, Top1S: 43.037037, Top1T: 42.283951Best acc: 43.037037 ------------------------------------------- Mon Aug 7 20:17:42 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 1, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 1} ------------------------------------------- Mon Aug 7 20:20:04 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.545805, loss@max: 2.722313, Top1S acc: 100.000000, Top1T acc: 37.500000 Test:epoch: 1, LS: 1.528195, LT: 1.538461, Top1S: 43.037037, Top1T: 42.283951Best acc: 43.037037 ------------------------------------------- Mon Aug 7 20:21:43 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Mon Aug 7 20:34:13 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.743047, loss@max: 1.414790, Top1S acc: 100.000000, Top1T acc: 52.500000 Train:epoch: 2, loss@min: 3.341104, loss@max: 1.476275, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 3.007870, loss@max: 1.546602, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 4, loss@min: 2.598167, loss@max: 1.592421, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 5, loss@min: 2.349094, loss@max: 1.658797, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.146529, loss@max: 1.712767, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 7, loss@min: 1.973098, loss@max: 1.752537, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.852902, loss@max: 1.770722, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 9, loss@min: 1.605561, loss@max: 1.735574, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 10, loss@min: 1.497907, loss@max: 1.710163, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 11, loss@min: 1.543496, loss@max: 1.709556, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.611014, loss@max: 1.720423, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 13, loss@min: 1.452541, loss@max: 1.624443, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 14, loss@min: 1.320207, loss@max: 1.559236, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 15, loss@min: 1.256414, loss@max: 1.492244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.350683, loss@max: 1.501637, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 17, loss@min: 1.312243, loss@max: 1.456828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.249878, loss@max: 1.399140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.224829, loss@max: 1.377683, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 20, loss@min: 1.231597, loss@max: 1.378680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.373895, loss@max: 1.453639, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 22, loss@min: 1.244626, loss@max: 1.372506, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 23, loss@min: 1.236360, loss@max: 1.386103, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 24, loss@min: 1.200841, loss@max: 1.414468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.118366, loss@max: 1.372635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.094869, loss@max: 1.379507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.030683, loss@max: 1.362400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.123455, loss@max: 1.429010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.050520, loss@max: 1.412037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.090610, loss@max: 1.438866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.082907, loss@max: 1.437270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.036055, loss@max: 1.416108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.034037, loss@max: 1.417953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.012693, loss@max: 1.425858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.983828, loss@max: 1.393177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.024515, loss@max: 1.426296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.040853, loss@max: 1.453603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.973541, loss@max: 1.407017, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.032339, loss@max: 1.425117, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 40, loss@min: 0.996083, loss@max: 1.420767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.972660, loss@max: 1.386467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.987815, loss@max: 1.389381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.009011, loss@max: 1.401317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.022552, loss@max: 1.392096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.069167, loss@max: 1.411473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.995801, loss@max: 1.356549, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.042026, loss@max: 1.403422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.987183, loss@max: 1.370682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.030019, loss@max: 1.409711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.007617, loss@max: 1.412062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.710688, LT: 0.708754, Top1S: 77.370369, Top1T: 77.469139Best acc: 77.469139 Train:epoch: 51, loss@min: 0.978166, loss@max: 1.391547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.721801, LT: 0.718786, Top1S: 77.160492, Top1T: 77.308640 Train:epoch: 52, loss@min: 0.987926, loss@max: 1.400113, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 7 20:40:41 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 7 20:41:31 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 7 20:42:12 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 7 20:43:52 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 7 20:45:34 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 7 20:46:28 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Mon Aug 7 20:48:44 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.743047, loss@max: 1.414790, Top1S acc: 100.000000, Top1T acc: 52.500000 Train:epoch: 2, loss@min: 3.341104, loss@max: 1.476275, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 3.007870, loss@max: 1.546602, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 4, loss@min: 2.598167, loss@max: 1.592421, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 5, loss@min: 2.349094, loss@max: 1.658797, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.146529, loss@max: 1.712767, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 7, loss@min: 1.973098, loss@max: 1.752537, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.852902, loss@max: 1.770722, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 9, loss@min: 1.605561, loss@max: 1.735574, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 10, loss@min: 1.497907, loss@max: 1.710163, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 11, loss@min: 1.543496, loss@max: 1.709556, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.611014, loss@max: 1.720423, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 13, loss@min: 1.452541, loss@max: 1.624443, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 14, loss@min: 1.320207, loss@max: 1.559236, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 15, loss@min: 1.256414, loss@max: 1.492244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.350683, loss@max: 1.501637, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 17, loss@min: 1.312243, loss@max: 1.456828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.249878, loss@max: 1.399140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.224829, loss@max: 1.377683, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 20, loss@min: 1.231597, loss@max: 1.378680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.373895, loss@max: 1.453639, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 22, loss@min: 1.244626, loss@max: 1.372506, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 23, loss@min: 1.236360, loss@max: 1.386103, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 24, loss@min: 1.200841, loss@max: 1.414468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.118366, loss@max: 1.372635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.094869, loss@max: 1.379507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.030683, loss@max: 1.362400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.123455, loss@max: 1.429010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.050520, loss@max: 1.412037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.090610, loss@max: 1.438866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.082907, loss@max: 1.437270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.036055, loss@max: 1.416108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.034037, loss@max: 1.417953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.012693, loss@max: 1.425858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.983828, loss@max: 1.393177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.024515, loss@max: 1.426296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.040853, loss@max: 1.453603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.973541, loss@max: 1.407017, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.032339, loss@max: 1.425117, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 40, loss@min: 0.996083, loss@max: 1.420767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.972660, loss@max: 1.386467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.987815, loss@max: 1.389381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.009011, loss@max: 1.401317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.022552, loss@max: 1.392096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.069167, loss@max: 1.411473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.995801, loss@max: 1.356549, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.042026, loss@max: 1.403422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.987183, loss@max: 1.370682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.030019, loss@max: 1.409711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.007617, loss@max: 1.412062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.710688, LT: 0.708754, Top1S: 77.370369, Top1T: 77.469139Best acc: 77.469139 Train:epoch: 51, loss@min: 0.978166, loss@max: 1.391547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.721801, LT: 0.718786, Top1S: 77.160492, Top1T: 77.308640 Train:epoch: 52, loss@min: 0.987926, loss@max: 1.400113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.732717, LT: 0.729168, Top1S: 76.987656, Top1T: 77.049385 Train:epoch: 53, loss@min: 1.024140, loss@max: 1.426608, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.742618, LT: 0.739247, Top1S: 76.716049, Top1T: 76.864197 Train:epoch: 54, loss@min: 0.981475, loss@max: 1.385354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.753432, LT: 0.750397, Top1S: 76.283951, Top1T: 76.518517 Train:epoch: 55, loss@min: 0.982480, loss@max: 1.386317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.762162, LT: 0.759342, Top1S: 76.111115, Top1T: 76.259262 Train:epoch: 56, loss@min: 1.029020, loss@max: 1.417285, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 56, LS: 0.764830, LT: 0.761586, Top1S: 76.061729, Top1T: 76.283951 Train:epoch: 57, loss@min: 0.998195, loss@max: 1.408066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.762572, LT: 0.760043, Top1S: 76.123459, Top1T: 76.246910 Train:epoch: 58, loss@min: 0.974014, loss@max: 1.382997, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.762159, LT: 0.760142, Top1S: 76.172836, Top1T: 76.259262 Train:epoch: 59, loss@min: 0.962610, loss@max: 1.378058, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.762409, LT: 0.760832, Top1S: 76.098763, Top1T: 76.123459 Train:epoch: 60, loss@min: 0.978384, loss@max: 1.388664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.762193, LT: 0.760415, Top1S: 76.185188, Top1T: 76.135803 Train:epoch: 61, loss@min: 0.968112, loss@max: 1.391196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.761999, LT: 0.760113, Top1S: 76.209877, Top1T: 76.148148 Train:epoch: 62, loss@min: 0.988260, loss@max: 1.413805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.762510, LT: 0.760490, Top1S: 76.222221, Top1T: 76.209877 Train:epoch: 63, loss@min: 0.979312, loss@max: 1.406427, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.762438, LT: 0.760620, Top1S: 76.259262, Top1T: 76.259262 Train:epoch: 64, loss@min: 0.979711, loss@max: 1.392784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.762283, LT: 0.760773, Top1S: 76.222221, Top1T: 76.308640 Train:epoch: 65, loss@min: 1.044854, loss@max: 1.434187, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 65, LS: 0.763937, LT: 0.763201, Top1S: 76.234566, Top1T: 76.370369 Train:epoch: 66, loss@min: 0.970658, loss@max: 1.386162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.766458, LT: 0.766493, Top1S: 76.333336, Top1T: 76.123459 Train:epoch: 67, loss@min: 0.984630, loss@max: 1.400229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.768987, LT: 0.769551, Top1S: 76.283951, Top1T: 76.123459 Train:epoch: 68, loss@min: 0.972240, loss@max: 1.382435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.770733, LT: 0.771839, Top1S: 76.209877, Top1T: 76.037033 Train:epoch: 69, loss@min: 0.982538, loss@max: 1.391242, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 20} ------------------------------------------- Mon Aug 7 21:16:31 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.743040, loss@max: 1.414792, Top1S acc: 100.000000, Top1T acc: 52.500000 Train:epoch: 2, loss@min: 3.341099, loss@max: 1.476273, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 3.007867, loss@max: 1.546601, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 4, loss@min: 2.598166, loss@max: 1.592421, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 5, loss@min: 2.349090, loss@max: 1.658795, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.146527, loss@max: 1.712767, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 7, loss@min: 1.973099, loss@max: 1.752537, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.852901, loss@max: 1.770722, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 9, loss@min: 1.605561, loss@max: 1.735575, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 10, loss@min: 1.497905, loss@max: 1.710163, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 11, loss@min: 1.543497, loss@max: 1.709556, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.611013, loss@max: 1.720422, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 13, loss@min: 1.452542, loss@max: 1.624442, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 14, loss@min: 1.320203, loss@max: 1.559237, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 15, loss@min: 1.256414, loss@max: 1.492242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.350680, loss@max: 1.501638, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 17, loss@min: 1.312242, loss@max: 1.456828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.249877, loss@max: 1.399138, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.224829, loss@max: 1.377682, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 20, loss@min: 1.231596, loss@max: 1.378679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 20, LS: 0.810561, LT: 0.809152, Top1S: 72.543213, Top1T: 72.728394Best acc: 72.728394 Train:epoch: 21, loss@min: 1.214699, loss@max: 1.378677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 21, LS: 0.804728, LT: 0.798699, Top1S: 72.790123, Top1T: 73.074074Best acc: 73.074074 Train:epoch: 22, loss@min: 1.197811, loss@max: 1.365828, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 22, LS: 0.797777, LT: 0.788315, Top1S: 73.086418, Top1T: 73.481483Best acc: 73.481483 Train:epoch: 23, loss@min: 1.202989, loss@max: 1.384734, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 23, LS: 0.781891, LT: 0.771344, Top1S: 73.654320, Top1T: 74.000000Best acc: 74.000000 Train:epoch: 24, loss@min: 1.177685, loss@max: 1.395682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 0.767998, LT: 0.757456, Top1S: 73.913582, Top1T: 74.308640Best acc: 74.308640 Train:epoch: 25, loss@min: 1.143948, loss@max: 1.385161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 0.754122, LT: 0.745426, Top1S: 74.567902, Top1T: 74.851852Best acc: 74.851852 Train:epoch: 26, loss@min: 1.141894, loss@max: 1.410262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 0.742763, LT: 0.737649, Top1S: 74.975311, Top1T: 75.086418Best acc: 75.086418 Train:epoch: 27, loss@min: 1.045873, loss@max: 1.373351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.731707, LT: 0.729613, Top1S: 75.382713, Top1T: 75.345680Best acc: 75.382713 Train:epoch: 28, loss@min: 1.097090, loss@max: 1.435099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.727234, LT: 0.727127, Top1S: 75.395065, Top1T: 75.407410Best acc: 75.407410 Train:epoch: 29, loss@min: 1.040687, loss@max: 1.384464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.724010, LT: 0.725096, Top1S: 75.432098, Top1T: 75.469139Best acc: 75.469139 Train:epoch: 30, loss@min: 1.024055, loss@max: 1.404770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.723044, LT: 0.724087, Top1S: 75.518517, Top1T: 75.506172Best acc: 75.518517 Train:epoch: 31, loss@min: 1.009349, loss@max: 1.392476, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.724913, LT: 0.725518, Top1S: 75.419754, Top1T: 75.543213Best acc: 75.543213 Train:epoch: 32, loss@min: 1.070816, loss@max: 1.426502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.728965, LT: 0.729050, Top1S: 75.271606, Top1T: 75.481483 Train:epoch: 33, loss@min: 1.022022, loss@max: 1.409724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 0.734825, LT: 0.734131, Top1S: 75.172836, Top1T: 75.395065 Train:epoch: 34, loss@min: 1.026601, loss@max: 1.424856, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.736867, LT: 0.735385, Top1S: 75.271606, Top1T: 75.543213 Train:epoch: 35, loss@min: 1.030422, loss@max: 1.431470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 0.739231, LT: 0.738793, Top1S: 75.395065, Top1T: 75.580246Best acc: 75.580246 Train:epoch: 36, loss@min: 1.031575, loss@max: 1.437804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.742299, LT: 0.743316, Top1S: 75.432098, Top1T: 75.518517 Train:epoch: 37, loss@min: 0.998203, loss@max: 1.423673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.746125, LT: 0.748199, Top1S: 75.370369, Top1T: 75.444443 Train:epoch: 38, loss@min: 0.975843, loss@max: 1.406641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 0.752453, LT: 0.754797, Top1S: 75.222221, Top1T: 75.481483 Train:epoch: 39, loss@min: 1.036351, loss@max: 1.462592, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 0.756383, LT: 0.757802, Top1S: 75.358025, Top1T: 75.358025 Train:epoch: 40, loss@min: 0.963891, loss@max: 1.385291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.761001, LT: 0.761371, Top1S: 75.444443, Top1T: 75.419754 Train:epoch: 41, loss@min: 0.986917, loss@max: 1.400031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.762660, LT: 0.761570, Top1S: 75.543213, Top1T: 75.481483 Train:epoch: 42, loss@min: 0.993759, loss@max: 1.392618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.762894, LT: 0.761502, Top1S: 75.555557, Top1T: 75.666664Best acc: 75.666664 Train:epoch: 43, loss@min: 1.060570, loss@max: 1.418388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.762548, LT: 0.760900, Top1S: 75.888885, Top1T: 75.827164Best acc: 75.888885 Train:epoch: 44, loss@min: 1.022148, loss@max: 1.386202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.760124, LT: 0.759063, Top1S: 76.000000, Top1T: 75.962959Best acc: 76.000000 Train:epoch: 45, loss@min: 1.035315, loss@max: 1.382163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.763371, LT: 0.764431, Top1S: 76.012344, Top1T: 75.913582Best acc: 76.012344 Train:epoch: 46, loss@min: 1.041483, loss@max: 1.387912, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 46, LS: 0.750488, LT: 0.751133, Top1S: 76.259262, Top1T: 76.333336Best acc: 76.333336 Train:epoch: 47, loss@min: 1.033209, loss@max: 1.413930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.740559, LT: 0.740287, Top1S: 76.481483, Top1T: 76.518517Best acc: 76.518517 Train:epoch: 48, loss@min: 0.981763, loss@max: 1.380216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.736152, LT: 0.733731, Top1S: 76.740738, Top1T: 76.728394Best acc: 76.740738 Train:epoch: 49, loss@min: 0.988389, loss@max: 1.392495, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.736446, LT: 0.732372, Top1S: 76.839508, Top1T: 76.950615Best acc: 76.950615 Train:epoch: 50, loss@min: 1.005264, loss@max: 1.404897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.738179, LT: 0.733347, Top1S: 76.827164, Top1T: 76.975311Best acc: 76.975311 Train:epoch: 51, loss@min: 0.969617, loss@max: 1.370093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.740055, LT: 0.735316, Top1S: 76.827164, Top1T: 77.012344Best acc: 77.012344 Train:epoch: 52, loss@min: 0.999066, loss@max: 1.395398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.742919, LT: 0.738533, Top1S: 76.765434, Top1T: 76.876541 Train:epoch: 53, loss@min: 1.013570, loss@max: 1.391941, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 53, LS: 0.744572, LT: 0.740410, Top1S: 76.790123, Top1T: 76.913582 Train:epoch: 54, loss@min: 1.018770, loss@max: 1.389776, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 54, LS: 0.749073, LT: 0.745802, Top1S: 76.641975, Top1T: 76.790123 Train:epoch: 55, loss@min: 0.991258, loss@max: 1.399481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.752355, LT: 0.750275, Top1S: 76.629631, Top1T: 76.740738 Train:epoch: 56, loss@min: 0.993416, loss@max: 1.403252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.757046, LT: 0.755605, Top1S: 76.691360, Top1T: 76.740738 Train:epoch: 57, loss@min: 1.000688, loss@max: 1.407652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.759705, LT: 0.758331, Top1S: 76.679008, Top1T: 76.691360 Train:epoch: 58, loss@min: 0.972473, loss@max: 1.388866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.763176, LT: 0.761017, Top1S: 76.592590, Top1T: 76.592590 Train:epoch: 59, loss@min: 0.981251, loss@max: 1.398656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.764094, LT: 0.761508, Top1S: 76.641975, Top1T: 76.580246 Train:epoch: 60, loss@min: 0.964831, loss@max: 1.387028, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.765241, LT: 0.762285, Top1S: 76.518517, Top1T: 76.567902 Train:epoch: 61, loss@min: 0.970439, loss@max: 1.401330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.763171, LT: 0.760456, Top1S: 76.456787, Top1T: 76.666664 Train:epoch: 62, loss@min: 0.969831, loss@max: 1.393961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.759757, LT: 0.758023, Top1S: 76.592590, Top1T: 76.777779 Train:epoch: 63, loss@min: 0.970255, loss@max: 1.394117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.756216, LT: 0.754993, Top1S: 76.740738, Top1T: 76.876541 Train:epoch: 64, loss@min: 0.969829, loss@max: 1.385895, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.754918, LT: 0.753894, Top1S: 76.827164, Top1T: 76.901237 Train:epoch: 65, loss@min: 0.981802, loss@max: 1.393563, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.750890, LT: 0.749793, Top1S: 76.864197, Top1T: 76.962959 Train:epoch: 66, loss@min: 0.966614, loss@max: 1.383192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.748227, LT: 0.746886, Top1S: 76.888885, Top1T: 77.074074Best acc: 77.074074 Train:epoch: 67, loss@min: 0.993299, loss@max: 1.400173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.745845, LT: 0.744644, Top1S: 77.012344, Top1T: 77.185188Best acc: 77.185188 Train:epoch: 68, loss@min: 0.988065, loss@max: 1.392209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.742817, LT: 0.741551, Top1S: 77.049385, Top1T: 77.333336Best acc: 77.333336 Train:epoch: 69, loss@min: 0.967146, loss@max: 1.375898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.740812, LT: 0.739128, Top1S: 77.160492, Top1T: 77.382713Best acc: 77.382713 Train:epoch: 70, loss@min: 0.990361, loss@max: 1.399398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.740209, LT: 0.738518, Top1S: 77.283951, Top1T: 77.345680 Train:epoch: 71, loss@min: 0.974672, loss@max: 1.388480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.739807, LT: 0.737949, Top1S: 77.271606, Top1T: 77.395065Best acc: 77.395065 Train:epoch: 72, loss@min: 0.972482, loss@max: 1.387309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.740032, LT: 0.738068, Top1S: 77.296295, Top1T: 77.469139Best acc: 77.469139 Train:epoch: 73, loss@min: 0.977230, loss@max: 1.399535, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.740262, LT: 0.738380, Top1S: 77.358025, Top1T: 77.518517Best acc: 77.518517 Train:epoch: 74, loss@min: 1.033514, loss@max: 1.400382, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 74, LS: 0.745896, LT: 0.744772, Top1S: 77.209877, Top1T: 77.370369 Train:epoch: 75, loss@min: 0.999733, loss@max: 1.404372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.752170, LT: 0.752431, Top1S: 77.172836, Top1T: 77.283951 Train:epoch: 76, loss@min: 0.965661, loss@max: 1.373542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.758317, LT: 0.759282, Top1S: 77.037033, Top1T: 77.123459 Train:epoch: 77, loss@min: 0.982593, loss@max: 1.385708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.764795, LT: 0.765719, Top1S: 76.987656, Top1T: 77.074074 Train:epoch: 78, loss@min: 0.979815, loss@max: 1.385911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.770965, LT: 0.770952, Top1S: 76.913582, Top1T: 77.024689 Train:epoch: 79, loss@min: 0.970597, loss@max: 1.374611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.776399, LT: 0.774976, Top1S: 76.839508, Top1T: 76.962959 Train:epoch: 80, loss@min: 0.986803, loss@max: 1.406741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.779971, LT: 0.776951, Top1S: 76.790123, Top1T: 76.864197 Train:epoch: 81, loss@min: 0.978260, loss@max: 1.399822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.780373, LT: 0.776575, Top1S: 76.851852, Top1T: 77.037033 Train:epoch: 82, loss@min: 0.962371, loss@max: 1.382600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.780034, LT: 0.776459, Top1S: 76.839508, Top1T: 77.024689 Train:epoch: 83, loss@min: 0.970675, loss@max: 1.395023, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.780227, LT: 0.777584, Top1S: 76.851852, Top1T: 76.925926 Train:epoch: 84, loss@min: 0.966892, loss@max: 1.388250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.779496, LT: 0.778134, Top1S: 76.864197, Top1T: 76.851852 Train:epoch: 85, loss@min: 0.956071, loss@max: 1.375201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.778742, LT: 0.778558, Top1S: 76.876541, Top1T: 76.827164 Train:epoch: 86, loss@min: 0.972551, loss@max: 1.391503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.778075, LT: 0.779178, Top1S: 76.777779, Top1T: 76.753090 Train:epoch: 87, loss@min: 0.963725, loss@max: 1.379906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.778188, LT: 0.780059, Top1S: 76.753090, Top1T: 76.691360 Train:epoch: 88, loss@min: 0.967457, loss@max: 1.380932, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.777550, LT: 0.779698, Top1S: 76.765434, Top1T: 76.654320 Train:epoch: 89, loss@min: 0.962332, loss@max: 1.388527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.777705, LT: 0.779231, Top1S: 76.790123, Top1T: 76.641975 Train:epoch: 90, loss@min: 0.963999, loss@max: 1.375960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.777113, LT: 0.777795, Top1S: 76.814812, Top1T: 76.654320 Train:epoch: 91, loss@min: 0.985325, loss@max: 1.402649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.773069, LT: 0.772716, Top1S: 76.987656, Top1T: 76.827164 Train:epoch: 92, loss@min: 0.982652, loss@max: 1.402924, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.768668, LT: 0.767206, Top1S: 77.123459, Top1T: 77.086418 Train:epoch: 93, loss@min: 0.965121, loss@max: 1.379188, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.764577, LT: 0.761936, Top1S: 77.148148, Top1T: 77.209877 Train:epoch: 94, loss@min: 0.968727, loss@max: 1.394418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.759107, LT: 0.755953, Top1S: 77.271606, Top1T: 77.296295 Train:epoch: 95, loss@min: 0.967499, loss@max: 1.382014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.754812, LT: 0.751449, Top1S: 77.444443, Top1T: 77.506172 Train:epoch: 96, loss@min: 0.965378, loss@max: 1.373956, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.750587, LT: 0.747523, Top1S: 77.543213, Top1T: 77.654320Best acc: 77.654320 Train:epoch: 97, loss@min: 0.978789, loss@max: 1.405566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.747398, LT: 0.744912, Top1S: 77.777779, Top1T: 77.728394Best acc: 77.777779 Train:epoch: 98, loss@min: 0.965764, loss@max: 1.382534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.745159, LT: 0.743416, Top1S: 77.777779, Top1T: 77.740738 Train:epoch: 99, loss@min: 0.967281, loss@max: 1.387017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.743096, LT: 0.741989, Top1S: 77.851852, Top1T: 77.740738Best acc: 77.851852 Train:epoch: 100, loss@min: 0.964558, loss@max: 1.379836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.741747, LT: 0.741115, Top1S: 77.938271, Top1T: 77.864197Best acc: 77.938271 Train:epoch: 101, loss@min: 1.063565, loss@max: 1.405160, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 101, LS: 0.741855, LT: 0.741486, Top1S: 77.950615, Top1T: 77.851852Best acc: 77.950615 Train:epoch: 102, loss@min: 0.964865, loss@max: 1.375574, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.742314, LT: 0.741998, Top1S: 77.913582, Top1T: 77.814812 Train:epoch: 103, loss@min: 0.981535, loss@max: 1.395465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.744029, LT: 0.743400, Top1S: 77.888885, Top1T: 77.851852 Train:epoch: 104, loss@min: 0.967896, loss@max: 1.379941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.746173, LT: 0.745081, Top1S: 77.925926, Top1T: 77.839508 Train:epoch: 105, loss@min: 0.973996, loss@max: 1.393245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.748495, LT: 0.746924, Top1S: 77.814812, Top1T: 77.777779 Train:epoch: 106, loss@min: 0.963239, loss@max: 1.381216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.750634, LT: 0.748563, Top1S: 77.777779, Top1T: 77.753090 Train:epoch: 107, loss@min: 0.979343, loss@max: 1.400425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.751807, LT: 0.749422, Top1S: 77.765434, Top1T: 77.753090 Train:epoch: 108, loss@min: 0.963294, loss@max: 1.380077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.752712, LT: 0.750088, Top1S: 77.753090, Top1T: 77.740738 Train:epoch: 109, loss@min: 0.958288, loss@max: 1.374471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.753659, LT: 0.750808, Top1S: 77.765434, Top1T: 77.728394 Train:epoch: 110, loss@min: 0.978508, loss@max: 1.392047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.754339, LT: 0.751623, Top1S: 77.716049, Top1T: 77.753090 Train:epoch: 111, loss@min: 0.961339, loss@max: 1.378908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.754691, LT: 0.752145, Top1S: 77.691360, Top1T: 77.740738 Train:epoch: 112, loss@min: 0.963023, loss@max: 1.385239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.754722, LT: 0.752512, Top1S: 77.703705, Top1T: 77.765434 Train:epoch: 113, loss@min: 0.960481, loss@max: 1.374756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.754564, LT: 0.752618, Top1S: 77.679008, Top1T: 77.740738 Train:epoch: 114, loss@min: 0.972180, loss@max: 1.382617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.754630, LT: 0.753056, Top1S: 77.716049, Top1T: 77.703705 Train:epoch: 115, loss@min: 0.971216, loss@max: 1.385743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.754611, LT: 0.753349, Top1S: 77.654320, Top1T: 77.691360 Train:epoch: 116, loss@min: 0.985674, loss@max: 1.394842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.755033, LT: 0.754044, Top1S: 77.629631, Top1T: 77.654320 Train:epoch: 117, loss@min: 0.963413, loss@max: 1.377262, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.755586, LT: 0.754813, Top1S: 77.641975, Top1T: 77.617287 Train:epoch: 118, loss@min: 0.972436, loss@max: 1.389738, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.756076, LT: 0.755530, Top1S: 77.617287, Top1T: 77.641975 Train:epoch: 119, loss@min: 0.965466, loss@max: 1.382743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.756442, LT: 0.756063, Top1S: 77.592590, Top1T: 77.629631 Train:epoch: 120, loss@min: 0.965117, loss@max: 1.380659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.756678, LT: 0.756387, Top1S: 77.592590, Top1T: 77.604935 Train:epoch: 121, loss@min: 0.971269, loss@max: 1.386202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.756501, LT: 0.756295, Top1S: 77.629631, Top1T: 77.604935 Train:epoch: 122, loss@min: 0.967126, loss@max: 1.383222, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.756402, LT: 0.756270, Top1S: 77.641975, Top1T: 77.592590 Train:epoch: 123, loss@min: 0.964311, loss@max: 1.381677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.756440, LT: 0.756344, Top1S: 77.567902, Top1T: 77.604935 Train:epoch: 124, loss@min: 0.973992, loss@max: 1.385012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.756318, LT: 0.756287, Top1S: 77.543213, Top1T: 77.555557 Train:epoch: 125, loss@min: 0.981663, loss@max: 1.390090, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.756502, LT: 0.756528, Top1S: 77.518517, Top1T: 77.506172 Train:epoch: 126, loss@min: 0.980113, loss@max: 1.389439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.756500, LT: 0.756507, Top1S: 77.506172, Top1T: 77.530861 Train:epoch: 127, loss@min: 0.971833, loss@max: 1.395182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.756439, LT: 0.756381, Top1S: 77.518517, Top1T: 77.555557 Train:epoch: 128, loss@min: 0.966131, loss@max: 1.378444, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.756602, LT: 0.756420, Top1S: 77.506172, Top1T: 77.506172 Train:epoch: 129, loss@min: 0.976770, loss@max: 1.399968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.756871, LT: 0.756626, Top1S: 77.518517, Top1T: 77.493828 Train:epoch: 130, loss@min: 0.963734, loss@max: 1.384362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.757194, LT: 0.756864, Top1S: 77.530861, Top1T: 77.481483 Train:epoch: 131, loss@min: 0.972264, loss@max: 1.394917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.757377, LT: 0.756998, Top1S: 77.506172, Top1T: 77.481483 Train:epoch: 132, loss@min: 0.986886, loss@max: 1.397742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.757229, LT: 0.756786, Top1S: 77.481483, Top1T: 77.506172 Train:epoch: 133, loss@min: 0.963432, loss@max: 1.377834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.757145, LT: 0.756669, Top1S: 77.469139, Top1T: 77.518517 Train:epoch: 134, loss@min: 0.966709, loss@max: 1.383346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.757113, LT: 0.756595, Top1S: 77.469139, Top1T: 77.518517 Train:epoch: 135, loss@min: 0.967670, loss@max: 1.383137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.757190, LT: 0.756615, Top1S: 77.469139, Top1T: 77.530861 Train:epoch: 136, loss@min: 0.958972, loss@max: 1.376945, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.757275, LT: 0.756636, Top1S: 77.481483, Top1T: 77.518517 Train:epoch: 137, loss@min: 0.972003, loss@max: 1.386075, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.757354, LT: 0.756659, Top1S: 77.481483, Top1T: 77.518517 Train:epoch: 138, loss@min: 0.963656, loss@max: 1.380870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.757367, LT: 0.756632, Top1S: 77.481483, Top1T: 77.530861 Train:epoch: 139, loss@min: 0.978150, loss@max: 1.393021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.757392, LT: 0.756626, Top1S: 77.493828, Top1T: 77.518517 Train:epoch: 140, loss@min: 0.955093, loss@max: 1.369775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.757391, LT: 0.756608, Top1S: 77.493828, Top1T: 77.530861 Train:epoch: 141, loss@min: 0.962566, loss@max: 1.377361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.757392, LT: 0.756596, Top1S: 77.493828, Top1T: 77.530861 Train:epoch: 142, loss@min: 0.958507, loss@max: 1.372774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.757386, LT: 0.756581, Top1S: 77.493828, Top1T: 77.530861 Train:epoch: 143, loss@min: 0.976026, loss@max: 1.392493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.757345, LT: 0.756535, Top1S: 77.493828, Top1T: 77.555557 Train:epoch: 144, loss@min: 0.966343, loss@max: 1.385772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.757317, LT: 0.756505, Top1S: 77.493828, Top1T: 77.567902 Train:epoch: 145, loss@min: 0.960319, loss@max: 1.372631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.757303, LT: 0.756489, Top1S: 77.493828, Top1T: 77.567902 Train:epoch: 146, loss@min: 0.961218, loss@max: 1.374280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.757292, LT: 0.756478, Top1S: 77.493828, Top1T: 77.567902 Train:epoch: 147, loss@min: 0.965105, loss@max: 1.383762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.757284, LT: 0.756470, Top1S: 77.493828, Top1T: 77.567902 Train:epoch: 148, loss@min: 0.959932, loss@max: 1.379740, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.757280, LT: 0.756466, Top1S: 77.493828, Top1T: 77.567902 Train:epoch: 149, loss@min: 0.969194, loss@max: 1.387979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.757279, LT: 0.756465, Top1S: 77.493828, Top1T: 77.567902 Train:epoch: 150, loss@min: 0.970954, loss@max: 1.387937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.757279, LT: 0.756465, Top1S: 77.493828, Top1T: 77.567902 ------------------------------------------- Tue Aug 8 00:32:23 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 20} ------------------------------------------- Tue Aug 8 00:41:07 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.634780, loss@max: 1.385397, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.423001, loss@max: 1.477721, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 2.901330, loss@max: 1.494685, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 4, loss@min: 2.501032, loss@max: 1.540236, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 5, loss@min: 2.597289, loss@max: 1.683437, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 6, loss@min: 2.008175, loss@max: 1.633942, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 7, loss@min: 1.903834, loss@max: 1.680797, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.598748, loss@max: 1.662054, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 1.609500, loss@max: 1.684462, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 10, loss@min: 1.187688, loss@max: 1.587673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.429086, loss@max: 1.648523, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.197911, loss@max: 1.538177, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 13, loss@min: 1.211911, loss@max: 1.527296, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 14, loss@min: 1.056099, loss@max: 1.438922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.123178, loss@max: 1.450483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.043792, loss@max: 1.379123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.123298, loss@max: 1.387282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.156751, loss@max: 1.379136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.062129, loss@max: 1.336053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.056713, loss@max: 1.324950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 20, LS: 1.136886, LT: 1.140964, Top1S: 62.222221, Top1T: 61.901234Best acc: 62.222221 Train:epoch: 21, loss@min: 1.130979, loss@max: 1.357736, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 21, LS: 1.142821, LT: 1.147181, Top1S: 62.074074, Top1T: 61.802467 Train:epoch: 22, loss@min: 1.146763, loss@max: 1.341375, Top1S acc: 100.000000, Top1T acc: 95.000000 Test:epoch: 22, LS: 1.154921, LT: 1.160938, Top1S: 61.765430, Top1T: 61.469135 Train:epoch: 23, loss@min: 1.160728, loss@max: 1.373442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 23, LS: 1.159956, LT: 1.166503, Top1S: 61.654320, Top1T: 61.407406 Train:epoch: 24, loss@min: 1.190138, loss@max: 1.394654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 1.161561, LT: 1.165322, Top1S: 61.592594, Top1T: 61.629631 Train:epoch: 25, loss@min: 1.108358, loss@max: 1.355826, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 1.162781, LT: 1.162442, Top1S: 61.666668, Top1T: 61.913582 Train:epoch: 26, loss@min: 1.188221, loss@max: 1.390498, Top1S acc: 100.000000, Top1T acc: 95.000000 Test:epoch: 26, LS: 1.158558, LT: 1.152007, Top1S: 62.049381, Top1T: 62.259258Best acc: 62.259258 Train:epoch: 27, loss@min: 0.998812, loss@max: 1.305609, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 1.156156, LT: 1.143528, Top1S: 62.308643, Top1T: 62.604939Best acc: 62.604939 Train:epoch: 28, loss@min: 1.013941, loss@max: 1.331882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 1.157892, LT: 1.140627, Top1S: 62.617283, Top1T: 62.938271Best acc: 62.938271 Train:epoch: 29, loss@min: 1.102248, loss@max: 1.398755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 1.156004, LT: 1.137460, Top1S: 62.802467, Top1T: 63.234570Best acc: 63.234570 Train:epoch: 30, loss@min: 1.031085, loss@max: 1.361369, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 1.147603, LT: 1.131509, Top1S: 63.234570, Top1T: 63.407406Best acc: 63.407406 Train:epoch: 31, loss@min: 1.002733, loss@max: 1.375353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 1.137829, LT: 1.125104, Top1S: 63.654320, Top1T: 63.728394Best acc: 63.728394 Train:epoch: 32, loss@min: 1.005531, loss@max: 1.370732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 1.134795, LT: 1.125554, Top1S: 64.185188, Top1T: 64.123459Best acc: 64.185188 Train:epoch: 33, loss@min: 0.978059, loss@max: 1.367440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 1.132391, LT: 1.127050, Top1S: 64.246910, Top1T: 64.135803Best acc: 64.246910 Train:epoch: 34, loss@min: 0.971631, loss@max: 1.383697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 1.131297, LT: 1.129263, Top1S: 64.407410, Top1T: 64.123459Best acc: 64.407410 Train:epoch: 35, loss@min: 0.975331, loss@max: 1.375873, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 1.129115, LT: 1.128835, Top1S: 64.716049, Top1T: 64.308640Best acc: 64.716049 Train:epoch: 36, loss@min: 0.955326, loss@max: 1.370986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 1.126216, LT: 1.126362, Top1S: 64.950615, Top1T: 64.555557Best acc: 64.950615 Train:epoch: 37, loss@min: 0.970923, loss@max: 1.396610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 1.123876, LT: 1.122737, Top1S: 65.148148, Top1T: 64.975311Best acc: 65.148148 Train:epoch: 38, loss@min: 1.008168, loss@max: 1.433766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 1.125410, LT: 1.122614, Top1S: 65.024689, Top1T: 65.086418 Train:epoch: 39, loss@min: 0.955771, loss@max: 1.375615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 1.128690, LT: 1.123976, Top1S: 64.962959, Top1T: 65.061729 Train:epoch: 40, loss@min: 0.967416, loss@max: 1.373473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 1.134646, LT: 1.126814, Top1S: 64.901237, Top1T: 64.938271 Train:epoch: 41, loss@min: 0.980682, loss@max: 1.379091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 1.142675, LT: 1.133458, Top1S: 64.728394, Top1T: 64.839508 Train:epoch: 42, loss@min: 1.015453, loss@max: 1.388334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 1.156920, LT: 1.146897, Top1S: 64.209877, Top1T: 64.469139 Train:epoch: 43, loss@min: 0.975563, loss@max: 1.350065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 1.168241, LT: 1.159784, Top1S: 63.950619, Top1T: 63.950619 Train:epoch: 44, loss@min: 0.975737, loss@max: 1.345165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 1.178829, LT: 1.173255, Top1S: 63.703705, Top1T: 63.716049 Train:epoch: 45, loss@min: 0.977504, loss@max: 1.361856, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 1.188147, LT: 1.186429, Top1S: 63.555557, Top1T: 63.444443 Train:epoch: 46, loss@min: 0.991179, loss@max: 1.383898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.197102, LT: 1.197659, Top1S: 63.382717, Top1T: 63.135803 Train:epoch: 47, loss@min: 0.962437, loss@max: 1.365017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.206432, LT: 1.207692, Top1S: 63.111111, Top1T: 62.987656 Train:epoch: 48, loss@min: 0.969814, loss@max: 1.381897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 1.215599, LT: 1.216145, Top1S: 62.864197, Top1T: 62.827160 Train:epoch: 49, loss@min: 0.965886, loss@max: 1.370466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 1.224192, LT: 1.223182, Top1S: 62.679012, Top1T: 62.691357 Train:epoch: 50, loss@min: 0.959741, loss@max: 1.376822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.229926, LT: 1.226936, Top1S: 62.679012, Top1T: 62.765430 Train:epoch: 51, loss@min: 0.962303, loss@max: 1.359792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.235064, LT: 1.230185, Top1S: 62.666668, Top1T: 62.753086 Train:epoch: 52, loss@min: 0.968463, loss@max: 1.356132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.237199, LT: 1.232434, Top1S: 62.740742, Top1T: 62.777779 Train:epoch: 53, loss@min: 0.964288, loss@max: 1.349576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.236846, LT: 1.234416, Top1S: 62.888889, Top1T: 62.851852 Train:epoch: 54, loss@min: 0.982774, loss@max: 1.362635, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.235675, LT: 1.235719, Top1S: 62.975307, Top1T: 62.901234 Train:epoch: 55, loss@min: 0.967690, loss@max: 1.352869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.234625, LT: 1.236287, Top1S: 63.234570, Top1T: 62.962963 Train:epoch: 56, loss@min: 0.957971, loss@max: 1.359073, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.233288, LT: 1.235842, Top1S: 63.308643, Top1T: 63.061729 Train:epoch: 57, loss@min: 1.009062, loss@max: 1.406448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.236723, LT: 1.240232, Top1S: 63.148148, Top1T: 62.987656 Train:epoch: 58, loss@min: 0.948089, loss@max: 1.370467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.241433, LT: 1.244211, Top1S: 63.049381, Top1T: 62.925926 Train:epoch: 59, loss@min: 0.948065, loss@max: 1.374310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.248384, LT: 1.248228, Top1S: 63.049381, Top1T: 62.925926 Train:epoch: 60, loss@min: 0.951470, loss@max: 1.381806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.254034, LT: 1.250182, Top1S: 62.962963, Top1T: 62.913582 Train:epoch: 61, loss@min: 0.956044, loss@max: 1.373402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.258186, LT: 1.252105, Top1S: 62.938271, Top1T: 63.000000 Train:epoch: 62, loss@min: 0.949450, loss@max: 1.369918, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.259902, LT: 1.252870, Top1S: 62.876545, Top1T: 62.962963 Train:epoch: 63, loss@min: 0.964843, loss@max: 1.360415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.258030, LT: 1.253426, Top1S: 63.024693, Top1T: 62.950619 Train:epoch: 64, loss@min: 0.994055, loss@max: 1.393435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.257512, LT: 1.256628, Top1S: 63.160492, Top1T: 63.037037 Train:epoch: 65, loss@min: 0.963337, loss@max: 1.365180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.255574, LT: 1.257872, Top1S: 63.271606, Top1T: 63.135803 Train:epoch: 66, loss@min: 0.978847, loss@max: 1.385165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 1.254063, LT: 1.257613, Top1S: 63.333332, Top1T: 63.074074 Train:epoch: 67, loss@min: 1.031873, loss@max: 1.421975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 1.242043, LT: 1.244158, Top1S: 63.666668, Top1T: 63.320988 Train:epoch: 68, loss@min: 0.971293, loss@max: 1.391175, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 1.232454, LT: 1.232517, Top1S: 63.691357, Top1T: 63.530865 Train:epoch: 69, loss@min: 0.953670, loss@max: 1.366708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 1.224197, LT: 1.221959, Top1S: 63.938271, Top1T: 63.753086 Train:epoch: 70, loss@min: 0.955624, loss@max: 1.369976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 1.217702, LT: 1.213064, Top1S: 64.222221, Top1T: 64.185188 Train:epoch: 71, loss@min: 0.964171, loss@max: 1.372490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 1.211641, LT: 1.205493, Top1S: 64.518517, Top1T: 64.469139 Train:epoch: 72, loss@min: 0.964209, loss@max: 1.371751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 1.204153, LT: 1.197743, Top1S: 64.703705, Top1T: 64.740738 Train:epoch: 73, loss@min: 0.962893, loss@max: 1.376152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 1.196018, LT: 1.191323, Top1S: 64.814812, Top1T: 64.765434 Train:epoch: 74, loss@min: 0.964353, loss@max: 1.369997, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 1.187802, LT: 1.184910, Top1S: 64.839508, Top1T: 64.814812 Train:epoch: 75, loss@min: 0.967313, loss@max: 1.376607, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 1.180968, LT: 1.180008, Top1S: 64.938271, Top1T: 64.925926 Train:epoch: 76, loss@min: 0.969532, loss@max: 1.372337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 1.172853, LT: 1.173819, Top1S: 65.160492, Top1T: 65.086418Best acc: 65.160492 Train:epoch: 77, loss@min: 0.957156, loss@max: 1.360771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 1.166733, LT: 1.168733, Top1S: 65.333336, Top1T: 65.148148Best acc: 65.333336 Train:epoch: 78, loss@min: 0.966854, loss@max: 1.389408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 1.163066, LT: 1.164481, Top1S: 65.469139, Top1T: 65.259262Best acc: 65.469139 Train:epoch: 79, loss@min: 0.959535, loss@max: 1.381354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 1.161501, LT: 1.161409, Top1S: 65.456787, Top1T: 65.345680 Train:epoch: 80, loss@min: 0.958010, loss@max: 1.372631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.162569, LT: 1.159831, Top1S: 65.407410, Top1T: 65.333336 Train:epoch: 81, loss@min: 0.958358, loss@max: 1.368785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.164175, LT: 1.159294, Top1S: 65.395065, Top1T: 65.432098 Train:epoch: 82, loss@min: 0.959657, loss@max: 1.369872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.165579, LT: 1.159525, Top1S: 65.456787, Top1T: 65.493828Best acc: 65.493828 Train:epoch: 83, loss@min: 0.962189, loss@max: 1.365601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.166002, LT: 1.160337, Top1S: 65.370369, Top1T: 65.444443 Train:epoch: 84, loss@min: 0.966824, loss@max: 1.378106, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.166886, LT: 1.162830, Top1S: 65.271606, Top1T: 65.222221 Train:epoch: 85, loss@min: 0.971136, loss@max: 1.381722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.166415, LT: 1.164115, Top1S: 65.098763, Top1T: 65.061729 Train:epoch: 86, loss@min: 0.963233, loss@max: 1.373197, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.165636, LT: 1.165198, Top1S: 65.074074, Top1T: 64.987656 Train:epoch: 87, loss@min: 0.956988, loss@max: 1.367953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.165412, LT: 1.166140, Top1S: 65.123459, Top1T: 64.975311 Train:epoch: 88, loss@min: 0.964120, loss@max: 1.383920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.168098, LT: 1.169101, Top1S: 65.185188, Top1T: 64.962959 Train:epoch: 89, loss@min: 0.963076, loss@max: 1.376876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.169868, LT: 1.170976, Top1S: 65.148148, Top1T: 64.851852 Train:epoch: 90, loss@min: 0.961644, loss@max: 1.373674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.171975, LT: 1.172677, Top1S: 64.950615, Top1T: 64.679008 Train:epoch: 91, loss@min: 0.967879, loss@max: 1.388011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.174123, LT: 1.174446, Top1S: 64.913582, Top1T: 64.666664 Train:epoch: 92, loss@min: 0.969999, loss@max: 1.392064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.174338, LT: 1.174494, Top1S: 64.925926, Top1T: 64.740738 Train:epoch: 93, loss@min: 0.961103, loss@max: 1.377445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.175155, LT: 1.174681, Top1S: 64.925926, Top1T: 64.728394 Train:epoch: 94, loss@min: 0.951791, loss@max: 1.375843, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.176238, LT: 1.175199, Top1S: 64.950615, Top1T: 64.728394 Train:epoch: 95, loss@min: 0.960573, loss@max: 1.383318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.177262, LT: 1.175323, Top1S: 64.925926, Top1T: 64.814812 Train:epoch: 96, loss@min: 0.962327, loss@max: 1.385300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.178792, LT: 1.175702, Top1S: 64.839508, Top1T: 64.851852 Train:epoch: 97, loss@min: 0.957749, loss@max: 1.359779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.179669, LT: 1.176204, Top1S: 64.987656, Top1T: 64.913582 Train:epoch: 98, loss@min: 0.957592, loss@max: 1.365785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.180664, LT: 1.176818, Top1S: 65.012344, Top1T: 64.901237 Train:epoch: 99, loss@min: 0.976931, loss@max: 1.392762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.181574, LT: 1.177350, Top1S: 65.061729, Top1T: 64.962959 Train:epoch: 100, loss@min: 0.959164, loss@max: 1.363507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.182443, LT: 1.178086, Top1S: 64.962959, Top1T: 64.950615 Train:epoch: 101, loss@min: 0.960782, loss@max: 1.374139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.182715, LT: 1.178363, Top1S: 64.962959, Top1T: 64.913582 Train:epoch: 102, loss@min: 0.967597, loss@max: 1.386672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.183121, LT: 1.179437, Top1S: 65.061729, Top1T: 64.987656 Train:epoch: 103, loss@min: 0.962508, loss@max: 1.367628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.184131, LT: 1.180855, Top1S: 65.086418, Top1T: 64.938271 Train:epoch: 104, loss@min: 0.970107, loss@max: 1.382479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.185816, LT: 1.182577, Top1S: 65.000000, Top1T: 64.864197 Train:epoch: 105, loss@min: 0.959922, loss@max: 1.369196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.186911, LT: 1.184002, Top1S: 64.962959, Top1T: 64.851852 Train:epoch: 106, loss@min: 0.959204, loss@max: 1.381898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.187315, LT: 1.184950, Top1S: 65.024689, Top1T: 64.851852 Train:epoch: 107, loss@min: 0.958722, loss@max: 1.378754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.188181, LT: 1.186084, Top1S: 65.037041, Top1T: 64.814812 Train:epoch: 108, loss@min: 0.957284, loss@max: 1.364323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.189027, LT: 1.187292, Top1S: 64.925926, Top1T: 64.740738 Train:epoch: 109, loss@min: 0.955271, loss@max: 1.369096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.189795, LT: 1.188265, Top1S: 64.962959, Top1T: 64.691360 Train:epoch: 110, loss@min: 0.953874, loss@max: 1.366816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.190390, LT: 1.189145, Top1S: 64.987656, Top1T: 64.679008 Train:epoch: 111, loss@min: 0.961215, loss@max: 1.385978, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.191213, LT: 1.190132, Top1S: 64.938271, Top1T: 64.703705 Train:epoch: 112, loss@min: 0.963472, loss@max: 1.379196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.192050, LT: 1.190976, Top1S: 64.950615, Top1T: 64.703705 Train:epoch: 113, loss@min: 0.952994, loss@max: 1.366926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.193075, LT: 1.191859, Top1S: 64.901237, Top1T: 64.654320 Train:epoch: 114, loss@min: 0.997259, loss@max: 1.408906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.193722, LT: 1.192536, Top1S: 64.851852, Top1T: 64.703705 Train:epoch: 115, loss@min: 0.952925, loss@max: 1.369128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.194125, LT: 1.193095, Top1S: 64.851852, Top1T: 64.691360 Train:epoch: 116, loss@min: 0.966890, loss@max: 1.379634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.195409, LT: 1.194198, Top1S: 64.851852, Top1T: 64.691360 Train:epoch: 117, loss@min: 0.958303, loss@max: 1.370842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.196865, LT: 1.195167, Top1S: 64.802467, Top1T: 64.666664 Train:epoch: 118, loss@min: 0.959914, loss@max: 1.374153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.198218, LT: 1.195996, Top1S: 64.851852, Top1T: 64.604935 Train:epoch: 119, loss@min: 0.956643, loss@max: 1.366582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.199381, LT: 1.196649, Top1S: 64.851852, Top1T: 64.580246 Train:epoch: 120, loss@min: 0.956537, loss@max: 1.370886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.200431, LT: 1.197200, Top1S: 64.839508, Top1T: 64.580246 Train:epoch: 121, loss@min: 0.963042, loss@max: 1.378266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.200942, LT: 1.197455, Top1S: 64.814812, Top1T: 64.592590 Train:epoch: 122, loss@min: 0.964315, loss@max: 1.386338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.201507, LT: 1.197797, Top1S: 64.827164, Top1T: 64.604935 Train:epoch: 123, loss@min: 0.962827, loss@max: 1.379184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.201906, LT: 1.198150, Top1S: 64.802467, Top1T: 64.629631 Train:epoch: 124, loss@min: 0.963006, loss@max: 1.369336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.202193, LT: 1.198497, Top1S: 64.790123, Top1T: 64.641975 Train:epoch: 125, loss@min: 0.961238, loss@max: 1.373701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.202450, LT: 1.198859, Top1S: 64.790123, Top1T: 64.666664 Train:epoch: 126, loss@min: 0.952398, loss@max: 1.366930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.202560, LT: 1.199166, Top1S: 64.790123, Top1T: 64.691360 Train:epoch: 127, loss@min: 0.959533, loss@max: 1.373449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.202685, LT: 1.199386, Top1S: 64.814812, Top1T: 64.679008 Train:epoch: 128, loss@min: 0.956160, loss@max: 1.373520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.202798, LT: 1.199612, Top1S: 64.802467, Top1T: 64.691360 Train:epoch: 129, loss@min: 0.951942, loss@max: 1.362613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.202796, LT: 1.199835, Top1S: 64.827164, Top1T: 64.654320 Train:epoch: 130, loss@min: 0.959496, loss@max: 1.372218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.202606, LT: 1.200013, Top1S: 64.814812, Top1T: 64.654320 Train:epoch: 131, loss@min: 0.960753, loss@max: 1.369413, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.202535, LT: 1.200176, Top1S: 64.851852, Top1T: 64.666664 Train:epoch: 132, loss@min: 0.952428, loss@max: 1.365961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.202453, LT: 1.200316, Top1S: 64.851852, Top1T: 64.654320 Train:epoch: 133, loss@min: 0.959162, loss@max: 1.369921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.202353, LT: 1.200363, Top1S: 64.864197, Top1T: 64.654320 Train:epoch: 134, loss@min: 0.955625, loss@max: 1.366161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.202266, LT: 1.200362, Top1S: 64.851852, Top1T: 64.641975 Train:epoch: 135, loss@min: 0.954749, loss@max: 1.372496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.202225, LT: 1.200368, Top1S: 64.851852, Top1T: 64.629631 Train:epoch: 136, loss@min: 0.969738, loss@max: 1.382387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.202192, LT: 1.200356, Top1S: 64.851852, Top1T: 64.629631 Train:epoch: 137, loss@min: 0.957995, loss@max: 1.368581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.202188, LT: 1.200339, Top1S: 64.839508, Top1T: 64.629631 Train:epoch: 138, loss@min: 0.954415, loss@max: 1.365473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.202194, LT: 1.200326, Top1S: 64.839508, Top1T: 64.641975 Train:epoch: 139, loss@min: 1.000309, loss@max: 1.409937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.202274, LT: 1.200383, Top1S: 64.839508, Top1T: 64.654320 Train:epoch: 140, loss@min: 0.961184, loss@max: 1.379381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.202406, LT: 1.200479, Top1S: 64.839508, Top1T: 64.641975 Train:epoch: 141, loss@min: 0.956432, loss@max: 1.378460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.202489, LT: 1.200546, Top1S: 64.839508, Top1T: 64.641975 Train:epoch: 142, loss@min: 0.961103, loss@max: 1.383832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.202552, LT: 1.200616, Top1S: 64.827164, Top1T: 64.654320 Train:epoch: 143, loss@min: 0.961170, loss@max: 1.372696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.202574, LT: 1.200646, Top1S: 64.839508, Top1T: 64.654320 Train:epoch: 144, loss@min: 0.984498, loss@max: 1.403219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.202616, LT: 1.200682, Top1S: 64.839508, Top1T: 64.654320 Train:epoch: 145, loss@min: 0.955859, loss@max: 1.369714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.202641, LT: 1.200704, Top1S: 64.839508, Top1T: 64.654320 Train:epoch: 146, loss@min: 0.955256, loss@max: 1.368124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.202652, LT: 1.200716, Top1S: 64.839508, Top1T: 64.654320 Train:epoch: 147, loss@min: 0.956383, loss@max: 1.366223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.202659, LT: 1.200721, Top1S: 64.827164, Top1T: 64.654320 Train:epoch: 148, loss@min: 0.957852, loss@max: 1.376528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.202661, LT: 1.200722, Top1S: 64.827164, Top1T: 64.654320 Train:epoch: 149, loss@min: 0.957267, loss@max: 1.367387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.202661, LT: 1.200722, Top1S: 64.827164, Top1T: 64.654320 Train:epoch: 150, loss@min: 0.962702, loss@max: 1.374700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.202661, LT: 1.200722, Top1S: 64.827164, Top1T: 64.654320 ------------------------------------------- Tue Aug 8 03:42:23 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 20} ------------------------------------------- Tue Aug 8 11:47:53 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.599195, loss@max: 1.352949, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.985306, loss@max: 1.589147, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.620117, loss@max: 1.381585, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.507356, loss@max: 1.489246, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.449087, loss@max: 1.598112, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.041129, loss@max: 1.598256, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.867492, loss@max: 1.654910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.467188, loss@max: 1.598028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.246056, loss@max: 1.586140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.213099, loss@max: 1.601382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.131450, loss@max: 1.591692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.080871, loss@max: 1.542072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.127336, loss@max: 1.539508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.172842, loss@max: 1.520481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.082323, loss@max: 1.465482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.092979, loss@max: 1.442907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.057810, loss@max: 1.374370, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.074728, loss@max: 1.374584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.056614, loss@max: 1.318705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.000045, loss@max: 1.285709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 20, LS: 1.514411, LT: 1.558717, Top1S: 54.790123, Top1T: 53.358025Best acc: 54.790123 Train:epoch: 21, loss@min: 1.058783, loss@max: 1.307558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 21, LS: 1.515571, LT: 1.568585, Top1S: 54.987656, Top1T: 53.444443Best acc: 54.987656 Train:epoch: 22, loss@min: 1.044745, loss@max: 1.304086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 22, LS: 1.520671, LT: 1.578082, Top1S: 55.246914, Top1T: 53.592594Best acc: 55.246914 Train:epoch: 23, loss@min: 0.999680, loss@max: 1.278325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 23, LS: 1.526453, LT: 1.582408, Top1S: 55.246914, Top1T: 53.913582 Train:epoch: 24, loss@min: 1.034289, loss@max: 1.288839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 24, LS: 1.527554, LT: 1.577049, Top1S: 55.185184, Top1T: 54.432098 Train:epoch: 25, loss@min: 1.013954, loss@max: 1.291744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 25, LS: 1.530629, LT: 1.570382, Top1S: 55.530865, Top1T: 54.777779Best acc: 55.530865 Train:epoch: 26, loss@min: 1.029682, loss@max: 1.312786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 26, LS: 1.542532, LT: 1.573134, Top1S: 55.679012, Top1T: 55.209877Best acc: 55.679012 Train:epoch: 27, loss@min: 1.006904, loss@max: 1.303318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 1.558032, LT: 1.578629, Top1S: 55.641975, Top1T: 55.283951 Train:epoch: 28, loss@min: 1.011576, loss@max: 1.306951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 1.568181, LT: 1.581165, Top1S: 55.567902, Top1T: 55.370369 Train:epoch: 29, loss@min: 1.000199, loss@max: 1.327786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 1.582414, LT: 1.590133, Top1S: 55.654320, Top1T: 55.345680 Train:epoch: 30, loss@min: 0.970209, loss@max: 1.293332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 1.594611, LT: 1.599138, Top1S: 55.728394, Top1T: 55.308643Best acc: 55.728394 Train:epoch: 31, loss@min: 0.974466, loss@max: 1.324525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 1.607170, LT: 1.612755, Top1S: 55.543209, Top1T: 55.382717 Train:epoch: 32, loss@min: 0.948419, loss@max: 1.323314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 1.617307, LT: 1.626451, Top1S: 55.518517, Top1T: 55.246914 Train:epoch: 33, loss@min: 0.954121, loss@max: 1.328619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 1.624915, LT: 1.640389, Top1S: 55.555557, Top1T: 55.185184 Train:epoch: 34, loss@min: 0.954153, loss@max: 1.346446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 1.631852, LT: 1.654113, Top1S: 55.629631, Top1T: 55.160492 Train:epoch: 35, loss@min: 0.961718, loss@max: 1.357510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 1.643075, LT: 1.670838, Top1S: 55.518517, Top1T: 54.975307 Train:epoch: 36, loss@min: 0.945624, loss@max: 1.366441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 1.655715, LT: 1.687058, Top1S: 55.407406, Top1T: 54.975307 Train:epoch: 37, loss@min: 0.991908, loss@max: 1.394900, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 1.679037, LT: 1.711918, Top1S: 55.222221, Top1T: 54.827160 Train:epoch: 38, loss@min: 0.943482, loss@max: 1.341545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 1.703616, LT: 1.735504, Top1S: 54.987656, Top1T: 54.777779 Train:epoch: 39, loss@min: 0.957676, loss@max: 1.347909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 1.727421, LT: 1.755387, Top1S: 54.876545, Top1T: 54.629631 Train:epoch: 40, loss@min: 0.954784, loss@max: 1.340481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 1.749769, LT: 1.772744, Top1S: 54.567902, Top1T: 54.382717 Train:epoch: 41, loss@min: 0.948032, loss@max: 1.336280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 1.770449, LT: 1.789144, Top1S: 54.604939, Top1T: 54.308643 Train:epoch: 42, loss@min: 0.942699, loss@max: 1.354057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 1.790183, LT: 1.804389, Top1S: 54.456791, Top1T: 54.074074 Train:epoch: 43, loss@min: 0.960278, loss@max: 1.371732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 1.805108, LT: 1.819109, Top1S: 54.271606, Top1T: 53.888889 Train:epoch: 44, loss@min: 0.961656, loss@max: 1.352430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 1.818375, LT: 1.831897, Top1S: 54.160492, Top1T: 53.691357 Train:epoch: 45, loss@min: 0.958754, loss@max: 1.365146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 1.823822, LT: 1.840476, Top1S: 54.074074, Top1T: 53.691357 Train:epoch: 46, loss@min: 0.950911, loss@max: 1.366486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.828693, LT: 1.848212, Top1S: 54.049381, Top1T: 53.703705 Train:epoch: 47, loss@min: 0.960223, loss@max: 1.348831, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.832081, LT: 1.854327, Top1S: 54.012344, Top1T: 53.703705 Train:epoch: 48, loss@min: 0.958776, loss@max: 1.359633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 1.840565, LT: 1.864028, Top1S: 53.913582, Top1T: 53.654320 Train:epoch: 49, loss@min: 0.990552, loss@max: 1.373108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 1.844466, 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1.375529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.870390, LT: 1.882648, Top1S: 54.024693, Top1T: 53.814816 Train:epoch: 56, loss@min: 0.975409, loss@max: 1.346798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.870628, LT: 1.883700, Top1S: 54.024693, Top1T: 53.802467 Train:epoch: 57, loss@min: 0.977764, loss@max: 1.392393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.873828, LT: 1.887376, Top1S: 54.037037, Top1T: 53.777779 Train:epoch: 58, loss@min: 0.957550, loss@max: 1.369391, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.876049, LT: 1.889764, Top1S: 54.098766, Top1T: 53.703705 Train:epoch: 59, loss@min: 0.950112, loss@max: 1.380795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.877490, LT: 1.890596, Top1S: 54.012344, Top1T: 53.691357 Train:epoch: 60, loss@min: 0.958620, loss@max: 1.371146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.877021, LT: 1.889746, Top1S: 54.111111, Top1T: 53.814816 Train:epoch: 61, loss@min: 0.963764, loss@max: 1.359978, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.876705, LT: 1.888588, Top1S: 54.111111, Top1T: 53.876545 Train:epoch: 62, loss@min: 0.958969, loss@max: 1.369696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.874597, LT: 1.886890, Top1S: 54.135803, Top1T: 53.876545 Train:epoch: 63, loss@min: 0.954536, loss@max: 1.361075, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.873190, LT: 1.886084, Top1S: 54.111111, Top1T: 53.962963 Train:epoch: 64, loss@min: 0.952807, loss@max: 1.370268, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.872538, LT: 1.885835, Top1S: 54.197533, Top1T: 53.925926 Train:epoch: 65, loss@min: 0.953668, loss@max: 1.362189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.872728, LT: 1.886295, Top1S: 54.271606, Top1T: 53.925926 Train:epoch: 66, loss@min: 0.963258, loss@max: 1.377174, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 1.875512, LT: 1.888721, Top1S: 54.271606, Top1T: 53.938271 Train:epoch: 67, loss@min: 0.957683, loss@max: 1.359833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 1.876836, LT: 1.890720, Top1S: 54.234570, Top1T: 54.000000 Train:epoch: 68, loss@min: 0.956360, loss@max: 1.360921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 1.878722, LT: 1.892388, Top1S: 54.234570, Top1T: 53.987656 Train:epoch: 69, loss@min: 0.959398, loss@max: 1.360952, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 1.879262, LT: 1.893695, Top1S: 54.246914, Top1T: 53.987656 Train:epoch: 70, loss@min: 0.962478, loss@max: 1.362750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 1.879304, LT: 1.894068, Top1S: 54.296295, Top1T: 54.000000 Train:epoch: 71, loss@min: 0.950015, loss@max: 1.365236, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 1.880333, LT: 1.894713, Top1S: 54.271606, Top1T: 54.037037 Train:epoch: 72, loss@min: 0.959705, loss@max: 1.376287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 1.882212, LT: 1.895185, Top1S: 54.246914, Top1T: 54.024693 Train:epoch: 73, loss@min: 0.954790, loss@max: 1.366781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 1.883479, LT: 1.894903, Top1S: 54.185184, Top1T: 54.098766 Train:epoch: 74, loss@min: 0.963823, loss@max: 1.365064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 1.883715, LT: 1.895894, Top1S: 54.148148, Top1T: 54.135803 Train:epoch: 75, loss@min: 0.956771, loss@max: 1.365498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 1.883900, LT: 1.896982, Top1S: 54.222221, Top1T: 54.160492 Train:epoch: 76, loss@min: 0.953414, loss@max: 1.365842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 1.883673, LT: 1.897589, Top1S: 54.271606, Top1T: 54.160492 Train:epoch: 77, loss@min: 0.959647, loss@max: 1.365422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 1.883526, LT: 1.898304, Top1S: 54.259258, Top1T: 54.197533 Train:epoch: 78, loss@min: 0.958067, loss@max: 1.364018, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 1.881847, LT: 1.899328, Top1S: 54.283951, Top1T: 54.123455 Train:epoch: 79, loss@min: 0.956963, loss@max: 1.358612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 1.880413, LT: 1.899729, Top1S: 54.296295, Top1T: 54.160492 Train:epoch: 80, loss@min: 0.957735, loss@max: 1.357468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.879097, LT: 1.899792, Top1S: 54.246914, Top1T: 54.185184 Train:epoch: 81, loss@min: 0.950923, loss@max: 1.368634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.879330, LT: 1.900248, Top1S: 54.246914, Top1T: 54.185184 Train:epoch: 82, loss@min: 0.965587, loss@max: 1.374959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.878235, LT: 1.897809, Top1S: 54.296295, Top1T: 54.246914 Train:epoch: 83, loss@min: 0.963370, loss@max: 1.379848, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.879227, LT: 1.895691, Top1S: 54.333332, Top1T: 54.185184 Train:epoch: 84, loss@min: 0.958280, loss@max: 1.368309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.881463, LT: 1.895118, Top1S: 54.358025, Top1T: 54.160492 Train:epoch: 85, loss@min: 0.959067, loss@max: 1.371014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.883608, LT: 1.895512, Top1S: 54.358025, Top1T: 54.160492 Train:epoch: 86, loss@min: 0.957589, loss@max: 1.360429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.884366, LT: 1.896562, Top1S: 54.395061, Top1T: 54.185184 Train:epoch: 87, loss@min: 0.958282, loss@max: 1.358746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.884481, LT: 1.897280, Top1S: 54.320988, Top1T: 54.222221 Train:epoch: 88, loss@min: 0.961987, loss@max: 1.366220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.883575, LT: 1.897823, Top1S: 54.382717, Top1T: 54.185184 Train:epoch: 89, loss@min: 0.954188, loss@max: 1.373596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.883118, LT: 1.898530, Top1S: 54.419754, Top1T: 54.222221 Train:epoch: 90, loss@min: 0.951286, loss@max: 1.365510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.882945, LT: 1.899499, Top1S: 54.382717, Top1T: 54.234570 Train:epoch: 91, loss@min: 0.952977, loss@max: 1.367223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.883115, LT: 1.900324, Top1S: 54.382717, Top1T: 54.197533 Train:epoch: 92, loss@min: 0.952966, loss@max: 1.365269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.883022, LT: 1.900980, Top1S: 54.456791, Top1T: 54.209877 Train:epoch: 93, loss@min: 0.957514, loss@max: 1.374835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.884324, LT: 1.902655, Top1S: 54.456791, Top1T: 54.234570 Train:epoch: 94, loss@min: 0.960098, loss@max: 1.365727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.886656, LT: 1.904449, Top1S: 54.407406, Top1T: 54.148148 Train:epoch: 95, loss@min: 0.956842, loss@max: 1.360014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.888512, LT: 1.906051, Top1S: 54.395061, Top1T: 54.197533 Train:epoch: 96, loss@min: 0.955887, loss@max: 1.367004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.889376, LT: 1.907330, Top1S: 54.395061, Top1T: 54.246914 Train:epoch: 97, loss@min: 0.951886, loss@max: 1.375139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.892122, LT: 1.908683, Top1S: 54.432098, Top1T: 54.234570 Train:epoch: 98, loss@min: 0.955225, loss@max: 1.363341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.894701, LT: 1.910122, Top1S: 54.456791, Top1T: 54.271606 Train:epoch: 99, loss@min: 0.958520, loss@max: 1.369341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.897139, LT: 1.911500, Top1S: 54.444443, Top1T: 54.308643 Train:epoch: 100, loss@min: 0.958751, loss@max: 1.361952, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.898796, LT: 1.912653, Top1S: 54.444443, Top1T: 54.358025 Train:epoch: 101, loss@min: 0.953773, loss@max: 1.368100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.900277, LT: 1.914335, Top1S: 54.469135, Top1T: 54.333332 Train:epoch: 102, loss@min: 0.958207, loss@max: 1.374915, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.901127, LT: 1.915864, Top1S: 54.419754, Top1T: 54.283951 Train:epoch: 103, loss@min: 0.959762, loss@max: 1.358819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.901052, LT: 1.917300, Top1S: 54.395061, Top1T: 54.234570 Train:epoch: 104, loss@min: 0.959742, loss@max: 1.363910, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.901021, LT: 1.919009, Top1S: 54.395061, Top1T: 54.222221 Train:epoch: 105, loss@min: 0.952675, loss@max: 1.367782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.901148, LT: 1.920325, Top1S: 54.407406, Top1T: 54.234570 Train:epoch: 106, loss@min: 0.958105, loss@max: 1.368659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.901945, LT: 1.921779, Top1S: 54.432098, Top1T: 54.234570 Train:epoch: 107, loss@min: 0.953837, loss@max: 1.365990, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.902802, LT: 1.923150, Top1S: 54.419754, Top1T: 54.246914 Train:epoch: 108, loss@min: 0.956258, loss@max: 1.369504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.903799, LT: 1.924358, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 109, loss@min: 0.947733, loss@max: 1.371150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.904697, LT: 1.925171, Top1S: 54.370369, Top1T: 54.197533 Train:epoch: 110, loss@min: 0.952660, loss@max: 1.365732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.905393, LT: 1.925833, Top1S: 54.419754, Top1T: 54.197533 Train:epoch: 111, loss@min: 0.956331, loss@max: 1.366077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.906189, LT: 1.926458, Top1S: 54.407406, Top1T: 54.209877 Train:epoch: 112, loss@min: 0.958502, loss@max: 1.378654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.907186, LT: 1.927015, Top1S: 54.395061, Top1T: 54.197533 Train:epoch: 113, loss@min: 0.958600, loss@max: 1.361358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.908315, LT: 1.927509, Top1S: 54.370369, Top1T: 54.185184 Train:epoch: 114, loss@min: 0.958845, loss@max: 1.368361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.909215, LT: 1.927926, Top1S: 54.370369, Top1T: 54.185184 Train:epoch: 115, loss@min: 0.953382, loss@max: 1.362045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.909925, LT: 1.928205, Top1S: 54.382717, Top1T: 54.160492 Train:epoch: 116, loss@min: 0.956052, loss@max: 1.364221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.910437, LT: 1.928427, Top1S: 54.395061, Top1T: 54.160492 Train:epoch: 117, loss@min: 0.955947, loss@max: 1.366695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.910760, LT: 1.928303, Top1S: 54.395061, Top1T: 54.160492 Train:epoch: 118, loss@min: 0.954204, loss@max: 1.365090, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.910915, LT: 1.928254, Top1S: 54.419754, Top1T: 54.160492 Train:epoch: 119, loss@min: 0.954513, loss@max: 1.360442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.911066, LT: 1.928165, Top1S: 54.407406, Top1T: 54.172840 Train:epoch: 120, loss@min: 0.951120, loss@max: 1.367847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.911304, LT: 1.927973, Top1S: 54.419754, Top1T: 54.185184 Train:epoch: 121, loss@min: 0.955065, loss@max: 1.364083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.911514, LT: 1.927848, Top1S: 54.407406, Top1T: 54.197533 Train:epoch: 122, loss@min: 0.956291, loss@max: 1.374300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.911273, LT: 1.927421, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 123, loss@min: 0.955531, loss@max: 1.366907, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.910960, LT: 1.926996, Top1S: 54.370369, Top1T: 54.222221 Train:epoch: 124, loss@min: 0.960420, loss@max: 1.366265, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.910799, LT: 1.926758, Top1S: 54.370369, Top1T: 54.222221 Train:epoch: 125, loss@min: 0.953569, loss@max: 1.361219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.910672, LT: 1.926550, Top1S: 54.382717, Top1T: 54.222221 Train:epoch: 126, loss@min: 0.955271, loss@max: 1.366487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.910654, LT: 1.926582, Top1S: 54.370369, Top1T: 54.222221 Train:epoch: 127, loss@min: 0.949407, loss@max: 1.367921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.910558, LT: 1.926530, Top1S: 54.358025, Top1T: 54.222221 Train:epoch: 128, loss@min: 0.951449, loss@max: 1.364781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.910417, LT: 1.926561, Top1S: 54.345680, Top1T: 54.209877 Train:epoch: 129, loss@min: 0.951759, loss@max: 1.372323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.910415, LT: 1.926721, Top1S: 54.370369, Top1T: 54.209877 Train:epoch: 130, loss@min: 0.965893, loss@max: 1.377722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.910611, LT: 1.927098, Top1S: 54.382717, Top1T: 54.222221 Train:epoch: 131, loss@min: 0.958148, loss@max: 1.365647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.910732, LT: 1.927332, Top1S: 54.395061, Top1T: 54.222221 Train:epoch: 132, loss@min: 0.955271, loss@max: 1.363124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.910867, LT: 1.927547, Top1S: 54.395061, Top1T: 54.222221 Train:epoch: 133, loss@min: 0.961359, loss@max: 1.375336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.911220, LT: 1.927919, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 134, loss@min: 0.956960, loss@max: 1.370937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.911406, LT: 1.928176, Top1S: 54.407406, Top1T: 54.234570 Train:epoch: 135, loss@min: 0.954886, loss@max: 1.371271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.911518, LT: 1.928377, Top1S: 54.407406, Top1T: 54.246914 Train:epoch: 136, loss@min: 0.959233, loss@max: 1.371894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.911698, LT: 1.928652, Top1S: 54.407406, Top1T: 54.246914 Train:epoch: 137, loss@min: 0.954912, loss@max: 1.367340, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.911856, LT: 1.928873, Top1S: 54.419754, Top1T: 54.259258 Train:epoch: 138, loss@min: 0.969612, loss@max: 1.391625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.912250, LT: 1.929255, Top1S: 54.395061, Top1T: 54.234570 Train:epoch: 139, loss@min: 0.957334, loss@max: 1.358522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.912545, LT: 1.929543, Top1S: 54.395061, Top1T: 54.222221 Train:epoch: 140, loss@min: 0.960969, loss@max: 1.359758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.912739, LT: 1.929743, Top1S: 54.395061, Top1T: 54.222221 Train:epoch: 141, loss@min: 0.954535, loss@max: 1.372469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.912893, LT: 1.929869, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 142, loss@min: 0.956212, loss@max: 1.367713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.913016, LT: 1.929954, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 143, loss@min: 0.963122, loss@max: 1.366201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.913124, LT: 1.930048, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 144, loss@min: 0.958566, loss@max: 1.374557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.913190, LT: 1.930101, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 145, loss@min: 0.964965, loss@max: 1.379339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.913217, LT: 1.930122, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 146, loss@min: 0.957987, loss@max: 1.360595, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.913230, LT: 1.930132, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 147, loss@min: 0.959753, loss@max: 1.372644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.913235, LT: 1.930137, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 148, loss@min: 0.955271, loss@max: 1.370982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.913236, LT: 1.930139, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 149, loss@min: 0.960708, loss@max: 1.375340, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.913236, LT: 1.930139, Top1S: 54.407406, Top1T: 54.222221 Train:epoch: 150, loss@min: 0.952321, loss@max: 1.362149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.913236, LT: 1.930139, Top1S: 54.407406, Top1T: 54.222221 ------------------------------------------- Tue Aug 8 14:49:17 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 20} ------------------------------------------- Tue Aug 8 15:33:45 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.124567, loss@max: 1.756030, Top1S acc: 99.609375, Top1T acc: 71.093750 Train:epoch: 2, loss@min: 2.085509, loss@max: 1.634050, Top1S acc: 100.000000, Top1T acc: 82.421875 Train:epoch: 3, loss@min: 1.561564, loss@max: 1.621423, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 4, loss@min: 1.428633, loss@max: 1.447006, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 5, loss@min: 1.282782, loss@max: 1.518156, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 6, loss@min: 1.382917, loss@max: 1.495463, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 7, loss@min: 1.249904, loss@max: 1.412923, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 8, loss@min: 1.227942, loss@max: 1.512175, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 9, loss@min: 1.344307, loss@max: 1.538996, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 10, loss@min: 1.234332, loss@max: 1.778044, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 11, loss@min: 1.204824, loss@max: 1.669287, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 12, loss@min: 1.292759, loss@max: 1.713984, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 13, loss@min: 1.248064, loss@max: 1.748983, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 14, loss@min: 1.158437, loss@max: 1.628342, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 1.126478, loss@max: 1.729713, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 1.176024, loss@max: 1.668818, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 17, loss@min: 1.174105, loss@max: 1.634407, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 18, loss@min: 1.185798, loss@max: 1.624979, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 1.060761, loss@max: 1.696328, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 20, loss@min: 1.064283, loss@max: 1.664460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 20, LS: 0.864233, LT: 0.835142, Top1S: 74.306679, Top1T: 75.239403Best acc: 75.239403 Train:epoch: 21, loss@min: 1.185133, loss@max: 1.626348, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 21, LS: 0.869804, LT: 0.835794, Top1S: 74.107704, Top1T: 75.425941Best acc: 75.425941 Train:epoch: 22, loss@min: 1.101890, loss@max: 1.668399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 22, LS: 0.863490, LT: 0.839444, Top1S: 74.095268, Top1T: 74.916061 Train:epoch: 23, loss@min: 1.146691, loss@max: 1.667406, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 23, LS: 0.882660, LT: 0.844034, Top1S: 73.784355, Top1T: 74.605148 Train:epoch: 24, loss@min: 1.086180, loss@max: 1.606022, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 24, LS: 0.857219, LT: 0.834022, Top1S: 74.294243, Top1T: 75.226967 Train:epoch: 25, loss@min: 1.161903, loss@max: 1.675763, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 25, LS: 0.852824, LT: 0.822826, Top1S: 74.816566, Top1T: 75.637360Best acc: 75.637360 Train:epoch: 26, loss@min: 1.038019, loss@max: 1.708162, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 26, LS: 0.844822, LT: 0.831638, Top1S: 74.866310, Top1T: 75.488129 Train:epoch: 27, loss@min: 1.119967, loss@max: 1.542668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 27, LS: 0.859063, LT: 0.835744, Top1S: 74.729515, Top1T: 75.450821 Train:epoch: 28, loss@min: 1.138415, loss@max: 1.615532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.858824, LT: 0.835318, Top1S: 74.779259, Top1T: 75.239403 Train:epoch: 29, loss@min: 1.018638, loss@max: 1.566920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.853779, LT: 0.840651, Top1S: 74.704643, Top1T: 75.475693 Train:epoch: 30, loss@min: 1.106753, loss@max: 1.641374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.863077, LT: 0.836480, Top1S: 74.704643, Top1T: 75.500565 Train:epoch: 31, loss@min: 1.066665, loss@max: 1.651191, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 31, LS: 0.840971, LT: 0.828764, Top1S: 75.699539, Top1T: 75.425941Best acc: 75.699539 Train:epoch: 32, loss@min: 1.039053, loss@max: 1.711535, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 32, LS: 0.858914, LT: 0.842983, Top1S: 74.493225, Top1T: 75.500565 Train:epoch: 33, loss@min: 1.069141, loss@max: 1.730905, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 33, LS: 0.837939, LT: 0.834445, Top1S: 75.264275, Top1T: 75.251839 Train:epoch: 34, loss@min: 1.081549, loss@max: 1.671186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 0.851703, LT: 0.834464, Top1S: 74.630028, Top1T: 75.562744 Train:epoch: 35, loss@min: 1.166699, loss@max: 1.631100, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 35, LS: 0.830652, LT: 0.828021, Top1S: 75.575180, Top1T: 75.761726Best acc: 75.761726 Train:epoch: 36, loss@min: 1.141838, loss@max: 1.622886, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 36, LS: 0.843448, LT: 0.836053, Top1S: 75.102600, Top1T: 75.463257 Train:epoch: 37, loss@min: 1.109763, loss@max: 1.668118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 0.852106, LT: 0.844131, Top1S: 75.314018, Top1T: 75.239403 Train:epoch: 38, loss@min: 1.013138, loss@max: 1.744263, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 38, LS: 0.847322, LT: 0.840933, Top1S: 74.791695, Top1T: 75.537872 Train:epoch: 39, loss@min: 1.046458, loss@max: 1.793670, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 39, LS: 0.846868, LT: 0.851609, Top1S: 75.164787, Top1T: 75.226967 Train:epoch: 40, loss@min: 1.101437, loss@max: 1.673340, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 40, LS: 0.850045, LT: 0.844774, Top1S: 74.916061, Top1T: 75.314018 Train:epoch: 41, loss@min: 1.103137, loss@max: 1.645436, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 41, LS: 0.847652, LT: 0.839337, Top1S: 75.438385, Top1T: 75.674667 Train:epoch: 42, loss@min: 1.100571, loss@max: 1.543728, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 42, LS: 0.847294, LT: 0.829820, Top1S: 75.139908, Top1T: 76.022888Best acc: 76.022888 Train:epoch: 43, loss@min: 1.017019, loss@max: 1.660118, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 43, LS: 0.840036, LT: 0.844411, Top1S: 75.450821, Top1T: 75.438385 Train:epoch: 44, loss@min: 1.126639, loss@max: 1.547331, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 44, LS: 0.829725, LT: 0.832041, Top1S: 76.010452, Top1T: 75.811470 Train:epoch: 45, loss@min: 0.994027, loss@max: 1.664447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.829506, LT: 0.828964, Top1S: 75.724419, Top1T: 76.085068Best acc: 76.085068 Train:epoch: 46, loss@min: 1.076211, loss@max: 1.585625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.838562, LT: 0.832832, Top1S: 75.823906, Top1T: 75.861214 Train:epoch: 47, loss@min: 1.044141, loss@max: 1.584166, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.833317, LT: 0.841820, Top1S: 76.060196, Top1T: 75.935829 Train:epoch: 48, loss@min: 1.020184, loss@max: 1.630758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.835398, LT: 0.839885, Top1S: 75.774162, Top1T: 75.898521 Train:epoch: 49, loss@min: 1.077211, loss@max: 1.621294, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 49, LS: 0.838683, LT: 0.834755, Top1S: 75.973145, Top1T: 76.147247Best acc: 76.147247 Train:epoch: 50, loss@min: 1.082857, loss@max: 1.629704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.839071, LT: 0.839448, Top1S: 75.724419, Top1T: 75.836342 Train:epoch: 51, loss@min: 1.005425, loss@max: 1.654226, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.843384, LT: 0.831269, Top1S: 75.674667, Top1T: 76.321358Best acc: 76.321358 Train:epoch: 52, loss@min: 1.048487, loss@max: 1.564086, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 52, LS: 0.830763, LT: 0.836567, Top1S: 75.699539, Top1T: 75.649796 Train:epoch: 53, loss@min: 0.968370, loss@max: 1.671441, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 53, LS: 0.832482, LT: 0.821741, Top1S: 75.948265, Top1T: 76.371101Best acc: 76.371101 Train:epoch: 54, loss@min: 1.045220, loss@max: 1.548545, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 54, LS: 0.836878, LT: 0.835055, Top1S: 76.172119, Top1T: 76.221863 Train:epoch: 55, loss@min: 1.011743, loss@max: 1.553637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.842419, LT: 0.842183, Top1S: 75.711983, Top1T: 75.861214 Train:epoch: 56, loss@min: 1.033459, loss@max: 1.523968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.832085, LT: 0.834730, Top1S: 75.873650, Top1T: 75.910957 Train:epoch: 57, loss@min: 1.111466, loss@max: 1.461921, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 57, LS: 0.828590, LT: 0.834164, Top1S: 76.209427, Top1T: 76.284050 Train:epoch: 58, loss@min: 0.978172, loss@max: 1.601274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.840672, LT: 0.841633, Top1S: 75.898521, Top1T: 76.022888 Train:epoch: 59, loss@min: 1.065707, loss@max: 1.526159, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 59, LS: 0.848700, LT: 0.840645, Top1S: 76.010452, Top1T: 76.047760 Train:epoch: 60, loss@min: 0.975498, loss@max: 1.533912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.843474, LT: 0.851435, Top1S: 76.109940, Top1T: 75.985580 Train:epoch: 61, loss@min: 1.031976, loss@max: 1.532351, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 61, LS: 0.845901, LT: 0.847680, Top1S: 75.898521, Top1T: 76.209427 Train:epoch: 62, loss@min: 1.040620, loss@max: 1.582183, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 62, LS: 0.840665, LT: 0.849142, Top1S: 76.172119, Top1T: 76.060196 Train:epoch: 63, loss@min: 1.050473, loss@max: 1.497582, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 63, LS: 0.849056, LT: 0.852567, Top1S: 76.172119, Top1T: 76.122375 Train:epoch: 64, loss@min: 1.018473, loss@max: 1.517217, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.851287, LT: 0.858209, Top1S: 76.047760, Top1T: 76.047760 Train:epoch: 65, loss@min: 1.048162, loss@max: 1.502080, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 65, LS: 0.859045, LT: 0.857923, Top1S: 75.886086, Top1T: 76.047760 Train:epoch: 66, loss@min: 0.965459, loss@max: 1.541448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.850892, LT: 0.861506, Top1S: 76.097504, Top1T: 75.861214 Train:epoch: 67, loss@min: 0.993935, loss@max: 1.485614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.852606, LT: 0.852039, Top1S: 75.923393, Top1T: 76.010452 Train:epoch: 68, loss@min: 0.992511, loss@max: 1.484233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.849982, LT: 0.854930, Top1S: 76.085068, Top1T: 75.998016 Train:epoch: 69, loss@min: 1.016567, loss@max: 1.452506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.854131, LT: 0.859160, Top1S: 75.998016, Top1T: 76.035324 Train:epoch: 70, loss@min: 1.025596, loss@max: 1.464330, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 70, LS: 0.851825, LT: 0.856823, Top1S: 76.333794, Top1T: 76.072632 Train:epoch: 71, loss@min: 1.020370, loss@max: 1.524004, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 71, LS: 0.860370, LT: 0.859671, Top1S: 75.960701, Top1T: 76.433281Best acc: 76.433281 Train:epoch: 72, loss@min: 0.998320, loss@max: 1.498818, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 72, LS: 0.863148, LT: 0.862689, Top1S: 75.948265, Top1T: 76.221863 Train:epoch: 73, loss@min: 0.958743, loss@max: 1.504551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.858088, LT: 0.858815, Top1S: 75.985580, Top1T: 76.097504 Train:epoch: 74, loss@min: 0.966070, loss@max: 1.472767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.859271, LT: 0.863754, Top1S: 75.960701, Top1T: 76.184555 Train:epoch: 75, loss@min: 0.998323, loss@max: 1.465224, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 75, LS: 0.860438, LT: 0.862198, Top1S: 76.196991, Top1T: 76.383537 Train:epoch: 76, loss@min: 0.976326, loss@max: 1.464839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.855557, LT: 0.865203, Top1S: 76.122375, Top1T: 76.495461Best acc: 76.495461 Train:epoch: 77, loss@min: 1.005743, loss@max: 1.439501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.860023, LT: 0.858788, Top1S: 76.221863, Top1T: 76.221863 Train:epoch: 78, loss@min: 0.989532, loss@max: 1.425986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.854816, LT: 0.863180, Top1S: 76.371101, Top1T: 76.470589 Train:epoch: 79, loss@min: 0.981108, loss@max: 1.454233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.861455, LT: 0.867025, Top1S: 76.545212, Top1T: 76.619827Best acc: 76.619827 Train:epoch: 80, loss@min: 0.990672, loss@max: 1.433902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.859500, LT: 0.867809, Top1S: 76.420845, Top1T: 76.321358 Train:epoch: 81, loss@min: 0.963867, loss@max: 1.448480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.863058, LT: 0.870222, Top1S: 76.333794, Top1T: 76.520340 Train:epoch: 82, loss@min: 0.961328, loss@max: 1.463749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.867564, LT: 0.872140, Top1S: 76.470589, Top1T: 76.433281 Train:epoch: 83, loss@min: 0.980510, loss@max: 1.441330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.864554, LT: 0.876965, Top1S: 76.259178, Top1T: 76.433281 Train:epoch: 84, loss@min: 0.973198, loss@max: 1.440521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.868429, LT: 0.873726, Top1S: 76.196991, Top1T: 76.557648 Train:epoch: 85, loss@min: 0.981393, loss@max: 1.458591, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 85, LS: 0.870998, LT: 0.880047, Top1S: 76.445717, Top1T: 76.408409 Train:epoch: 86, loss@min: 0.983109, loss@max: 1.418176, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 86, LS: 0.872463, LT: 0.881060, Top1S: 76.470589, Top1T: 76.296486 Train:epoch: 87, loss@min: 0.960886, loss@max: 1.448064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.873169, LT: 0.880162, Top1S: 76.358665, Top1T: 76.333794 Train:epoch: 88, loss@min: 0.980381, loss@max: 1.439537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.871882, LT: 0.878610, Top1S: 76.694443, Top1T: 76.483025Best acc: 76.694443 Train:epoch: 89, loss@min: 0.980819, loss@max: 1.416238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.878910, LT: 0.883205, Top1S: 76.408409, Top1T: 76.445717 Train:epoch: 90, loss@min: 0.974158, loss@max: 1.430827, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 90, LS: 0.877292, LT: 0.883332, Top1S: 76.570084, Top1T: 76.594955 Train:epoch: 91, loss@min: 0.970685, loss@max: 1.411450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.877432, LT: 0.884290, Top1S: 76.458153, Top1T: 76.520340 Train:epoch: 92, loss@min: 0.977618, loss@max: 1.443387, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 0.879647, LT: 0.885357, Top1S: 76.806374, Top1T: 76.594955Best acc: 76.806374 Train:epoch: 93, loss@min: 0.955034, loss@max: 1.416454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.874678, LT: 0.884563, Top1S: 76.756622, Top1T: 76.507896 Train:epoch: 94, loss@min: 0.979552, loss@max: 1.396071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.876552, LT: 0.884410, Top1S: 76.731750, Top1T: 76.619827 Train:epoch: 95, loss@min: 0.948444, loss@max: 1.422284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.878684, LT: 0.883914, Top1S: 76.968040, Top1T: 76.756622Best acc: 76.968040 Train:epoch: 96, loss@min: 0.966220, loss@max: 1.401772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.880246, LT: 0.889442, Top1S: 76.731750, Top1T: 76.744186 Train:epoch: 97, loss@min: 0.956718, loss@max: 1.419735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.886725, LT: 0.895444, Top1S: 76.644699, Top1T: 76.769058 Train:epoch: 98, loss@min: 0.952889, loss@max: 1.403778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.884954, LT: 0.893102, Top1S: 76.980476, Top1T: 76.756622Best acc: 76.980476 Train:epoch: 99, loss@min: 0.962015, loss@max: 1.397435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.881654, LT: 0.892123, Top1S: 76.856117, Top1T: 76.731750 Train:epoch: 100, loss@min: 0.959090, loss@max: 1.400201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.883665, LT: 0.892736, Top1S: 76.644699, Top1T: 76.955605 Train:epoch: 101, loss@min: 0.964012, loss@max: 1.389782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.887438, LT: 0.894148, Top1S: 76.719315, Top1T: 76.918297 Train:epoch: 102, loss@min: 0.961900, loss@max: 1.397738, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.888467, LT: 0.899862, Top1S: 76.769058, Top1T: 76.756622 Train:epoch: 103, loss@min: 0.941981, loss@max: 1.408946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.891996, LT: 0.902503, Top1S: 76.793938, Top1T: 76.669571 Train:epoch: 104, loss@min: 0.979275, loss@max: 1.382707, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.889155, LT: 0.900701, Top1S: 76.880989, Top1T: 76.594955 Train:epoch: 105, loss@min: 0.949002, loss@max: 1.399984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.889603, LT: 0.899274, Top1S: 76.793938, Top1T: 76.657135 Train:epoch: 106, loss@min: 0.965519, loss@max: 1.396042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.890444, LT: 0.901282, Top1S: 76.682007, Top1T: 76.644699 Train:epoch: 107, loss@min: 0.957391, loss@max: 1.394218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.894942, LT: 0.904664, Top1S: 76.644699, Top1T: 76.570084 Train:epoch: 108, loss@min: 0.961961, loss@max: 1.386302, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.895908, LT: 0.908975, Top1S: 76.756622, Top1T: 76.644699 Train:epoch: 109, loss@min: 0.964987, loss@max: 1.393451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.898094, LT: 0.908912, Top1S: 76.657135, Top1T: 76.570084 Train:epoch: 110, loss@min: 0.956969, loss@max: 1.385466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.897590, LT: 0.910155, Top1S: 76.682007, Top1T: 76.582520 Train:epoch: 111, loss@min: 0.959826, loss@max: 1.389821, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 111, LS: 0.900913, LT: 0.912062, Top1S: 76.607391, Top1T: 76.706879 Train:epoch: 112, loss@min: 0.957527, loss@max: 1.381793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.901469, LT: 0.912645, Top1S: 76.657135, Top1T: 76.607391 Train:epoch: 113, loss@min: 0.954027, loss@max: 1.394970, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 113, LS: 0.901866, LT: 0.912407, Top1S: 76.893425, Top1T: 76.781502 Train:epoch: 114, loss@min: 0.966682, loss@max: 1.371305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.903508, LT: 0.913755, Top1S: 76.682007, Top1T: 76.682007 Train:epoch: 115, loss@min: 0.951357, loss@max: 1.389292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.904875, LT: 0.914981, Top1S: 76.731750, Top1T: 76.619827 Train:epoch: 116, loss@min: 0.947510, loss@max: 1.385589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.904704, LT: 0.915441, Top1S: 76.731750, Top1T: 76.619827 Train:epoch: 117, loss@min: 0.959579, loss@max: 1.386475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.905903, LT: 0.916515, Top1S: 76.943169, Top1T: 76.657135 Train:epoch: 118, loss@min: 0.966433, loss@max: 1.368095, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.907251, LT: 0.917110, Top1S: 76.918297, Top1T: 76.731750 Train:epoch: 119, loss@min: 0.952988, loss@max: 1.379827, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.905566, LT: 0.916927, Top1S: 77.055099, Top1T: 76.818810Best acc: 77.055099 Train:epoch: 120, loss@min: 0.953195, loss@max: 1.379892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.905238, LT: 0.916734, Top1S: 76.968040, Top1T: 76.856117 Train:epoch: 121, loss@min: 0.966749, loss@max: 1.375542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.905497, LT: 0.915736, Top1S: 77.067535, Top1T: 76.918297Best acc: 77.067535 Train:epoch: 122, loss@min: 0.948801, loss@max: 1.386812, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.904502, LT: 0.915525, Top1S: 77.117279, Top1T: 76.893425Best acc: 77.117279 Train:epoch: 123, loss@min: 0.966009, loss@max: 1.374446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.905025, LT: 0.916361, Top1S: 77.179459, Top1T: 76.880989Best acc: 77.179459 Train:epoch: 124, loss@min: 0.955568, loss@max: 1.377836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.906034, LT: 0.917172, Top1S: 77.030220, Top1T: 76.856117 Train:epoch: 125, loss@min: 0.960400, loss@max: 1.372169, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.905418, LT: 0.916942, Top1S: 77.117279, Top1T: 76.868553 Train:epoch: 126, loss@min: 0.961938, loss@max: 1.372195, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.905657, LT: 0.915792, Top1S: 77.017784, Top1T: 76.781502 Train:epoch: 127, loss@min: 0.957732, loss@max: 1.374687, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.904337, LT: 0.916479, Top1S: 77.129715, Top1T: 76.769058 Train:epoch: 128, loss@min: 0.950990, loss@max: 1.378474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.905820, LT: 0.916806, Top1S: 76.955605, Top1T: 76.769058 Train:epoch: 129, loss@min: 0.955202, loss@max: 1.379619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.906648, LT: 0.916783, Top1S: 76.992912, Top1T: 76.769058 Train:epoch: 130, loss@min: 0.953367, loss@max: 1.372206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.906609, LT: 0.916562, Top1S: 77.005348, Top1T: 76.843681 Train:epoch: 131, loss@min: 0.958196, loss@max: 1.376246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.907622, LT: 0.917002, Top1S: 76.968040, Top1T: 76.905861 Train:epoch: 132, loss@min: 0.950342, loss@max: 1.379743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.908430, LT: 0.918143, Top1S: 76.992912, Top1T: 76.893425 Train:epoch: 133, loss@min: 0.966447, loss@max: 1.381566, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 133, LS: 0.908634, LT: 0.918459, Top1S: 76.930733, Top1T: 76.905861 Train:epoch: 134, loss@min: 0.965154, loss@max: 1.383430, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 134, LS: 0.908705, LT: 0.918811, Top1S: 77.030220, Top1T: 76.893425 Train:epoch: 135, loss@min: 0.960041, loss@max: 1.370536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.908887, LT: 0.919397, Top1S: 77.005348, Top1T: 76.831245 Train:epoch: 136, loss@min: 0.957009, loss@max: 1.381389, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 136, LS: 0.908856, LT: 0.920025, Top1S: 76.918297, Top1T: 76.905861 Train:epoch: 137, loss@min: 0.989491, loss@max: 1.405032, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 137, LS: 0.909100, LT: 0.920356, Top1S: 76.893425, Top1T: 76.893425 Train:epoch: 138, loss@min: 0.970533, loss@max: 1.377836, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 138, LS: 0.909697, LT: 0.920561, Top1S: 76.930733, Top1T: 76.955605 Train:epoch: 139, loss@min: 0.954282, loss@max: 1.367572, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.909863, LT: 0.920751, Top1S: 76.943169, Top1T: 76.943169 Train:epoch: 140, loss@min: 0.953787, loss@max: 1.376204, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.910071, LT: 0.920983, Top1S: 76.980476, Top1T: 76.980476 Train:epoch: 141, loss@min: 0.952765, loss@max: 1.376874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.910336, LT: 0.921264, Top1S: 76.943169, Top1T: 76.930733 Train:epoch: 142, loss@min: 0.951469, loss@max: 1.371516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.910425, LT: 0.921415, Top1S: 76.955605, Top1T: 76.905861 Train:epoch: 143, loss@min: 0.951166, loss@max: 1.373097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.910488, LT: 0.921421, Top1S: 76.968040, Top1T: 76.943169 Train:epoch: 144, loss@min: 0.954251, loss@max: 1.370527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.910571, LT: 0.921478, Top1S: 76.968040, Top1T: 76.968040 Train:epoch: 145, loss@min: 0.952289, loss@max: 1.376511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.910645, LT: 0.921426, Top1S: 76.968040, Top1T: 76.955605 Train:epoch: 146, loss@min: 0.950056, loss@max: 1.369512, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.910650, LT: 0.921414, Top1S: 76.968040, Top1T: 76.955605 Train:epoch: 147, loss@min: 0.953529, loss@max: 1.373373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.910653, LT: 0.921413, Top1S: 76.968040, Top1T: 76.930733 Train:epoch: 148, loss@min: 0.951315, loss@max: 1.376562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.910667, LT: 0.921411, Top1S: 76.968040, Top1T: 76.930733 Train:epoch: 149, loss@min: 0.953063, loss@max: 1.383634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.910667, LT: 0.921412, Top1S: 76.968040, Top1T: 76.930733 Train:epoch: 150, loss@min: 0.943076, loss@max: 1.379247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.910667, LT: 0.921412, Top1S: 76.968040, Top1T: 76.930733 ------------------------------------------- Wed Aug 9 01:36:07 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 20} ------------------------------------------- Wed Aug 9 01:37:13 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.627393, loss@max: 2.260005, Top1S acc: 99.609375, Top1T acc: 54.296875 Train:epoch: 2, loss@min: 2.733697, loss@max: 1.851450, Top1S acc: 100.000000, Top1T acc: 74.609375 Train:epoch: 3, loss@min: 1.960894, loss@max: 1.848148, Top1S acc: 100.000000, Top1T acc: 85.937500 Train:epoch: 4, loss@min: 1.759160, loss@max: 1.657446, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 5, loss@min: 1.505335, loss@max: 1.526951, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 6, loss@min: 1.195498, loss@max: 1.507691, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 7, loss@min: 1.248225, loss@max: 1.496178, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 8, loss@min: 1.184071, loss@max: 1.538303, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 9, loss@min: 1.243176, loss@max: 1.570882, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 10, loss@min: 1.234787, loss@max: 1.467686, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 11, loss@min: 1.237771, loss@max: 1.680021, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 12, loss@min: 1.116420, loss@max: 1.802580, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 13, loss@min: 1.136644, loss@max: 1.855265, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 14, loss@min: 1.184313, loss@max: 1.775589, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 15, loss@min: 1.157887, loss@max: 1.853553, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 16, loss@min: 1.156061, loss@max: 1.827576, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 17, loss@min: 1.152572, loss@max: 1.734969, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 1.150382, loss@max: 1.800475, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 19, loss@min: 1.105540, loss@max: 1.739196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.083517, loss@max: 1.811514, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 20, LS: 1.161668, LT: 1.110962, Top1S: 66.844925, Top1T: 68.660614Best acc: 68.660614 Train:epoch: 21, loss@min: 1.134076, loss@max: 1.708982, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 21, LS: 1.128585, LT: 1.092100, Top1S: 67.765205, Top1T: 69.071014Best acc: 69.071014 Train:epoch: 22, loss@min: 1.130247, loss@max: 1.848130, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 22, LS: 1.130797, LT: 1.085935, Top1S: 67.628410, Top1T: 69.245125Best acc: 69.245125 Train:epoch: 23, loss@min: 1.147578, loss@max: 1.782136, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 23, LS: 1.113569, LT: 1.098414, Top1S: 68.001495, Top1T: 68.474075 Train:epoch: 24, loss@min: 1.118957, loss@max: 1.738119, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 24, LS: 1.109407, LT: 1.094225, Top1S: 67.951752, Top1T: 68.660614 Train:epoch: 25, loss@min: 1.103182, loss@max: 1.733177, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 25, LS: 1.129299, LT: 1.106374, Top1S: 67.479172, Top1T: 68.685493 Train:epoch: 26, loss@min: 1.179106, loss@max: 1.731107, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 26, LS: 1.102055, LT: 1.081845, Top1S: 68.175606, Top1T: 69.269997Best acc: 69.269997 Train:epoch: 27, loss@min: 1.144585, loss@max: 1.766213, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 27, LS: 1.105474, LT: 1.092649, Top1S: 68.001495, Top1T: 69.071014 Train:epoch: 28, loss@min: 1.145361, loss@max: 1.753287, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 28, LS: 1.121145, LT: 1.086597, Top1S: 67.566223, Top1T: 69.294868Best acc: 69.294868 Train:epoch: 29, loss@min: 1.016375, loss@max: 1.883757, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 29, LS: 1.131373, LT: 1.087222, Top1S: 67.615974, Top1T: 68.896904 Train:epoch: 30, loss@min: 1.034467, loss@max: 1.799714, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 30, LS: 1.138689, LT: 1.089442, Top1S: 67.591095, Top1T: 68.536255 Train:epoch: 31, loss@min: 1.082266, loss@max: 1.854257, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 31, LS: 1.147883, LT: 1.129185, Top1S: 66.944412, Top1T: 67.678154 Train:epoch: 32, loss@min: 1.164899, loss@max: 1.705596, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 32, LS: 1.125865, LT: 1.111883, Top1S: 67.690590, Top1T: 67.939316 Train:epoch: 33, loss@min: 1.147914, loss@max: 1.842438, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 33, LS: 1.116075, LT: 1.102688, Top1S: 67.790077, Top1T: 68.548691 Train:epoch: 34, loss@min: 1.054839, loss@max: 1.826041, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 34, LS: 1.114572, LT: 1.076671, Top1S: 67.665718, Top1T: 68.573563 Train:epoch: 35, loss@min: 1.086766, loss@max: 1.687982, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 35, LS: 1.088032, LT: 1.080376, Top1S: 68.324837, Top1T: 68.884468 Train:epoch: 36, loss@min: 1.236686, loss@max: 1.819968, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 36, LS: 1.093851, LT: 1.089494, Top1S: 68.461639, Top1T: 68.760109 Train:epoch: 37, loss@min: 1.134719, loss@max: 1.842132, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 37, LS: 1.107060, LT: 1.085453, Top1S: 67.852257, Top1T: 68.784981 Train:epoch: 38, loss@min: 1.097800, loss@max: 1.865126, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 38, LS: 1.111064, LT: 1.085399, Top1S: 67.902008, Top1T: 68.498947 Train:epoch: 39, loss@min: 1.043219, loss@max: 1.721738, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 39, LS: 1.089315, LT: 1.067335, Top1S: 68.474075, Top1T: 68.834724 Train:epoch: 40, loss@min: 1.038295, loss@max: 1.825400, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 40, LS: 1.097730, LT: 1.044861, Top1S: 68.287529, Top1T: 69.282433 Train:epoch: 41, loss@min: 1.124018, loss@max: 1.619563, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 1.076515, LT: 1.037581, Top1S: 68.834724, Top1T: 69.593338Best acc: 69.593338 Train:epoch: 42, loss@min: 1.040854, loss@max: 1.794587, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 42, LS: 1.064860, LT: 1.037697, Top1S: 69.170502, Top1T: 69.941551Best acc: 69.941551 Train:epoch: 43, loss@min: 1.102367, loss@max: 1.658516, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 43, LS: 1.085741, LT: 1.064426, Top1S: 68.449203, Top1T: 69.444099 Train:epoch: 44, loss@min: 1.062245, loss@max: 1.777037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 1.097492, LT: 1.068385, Top1S: 68.486511, Top1T: 69.021271 Train:epoch: 45, loss@min: 0.988159, loss@max: 1.727567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 1.079252, LT: 1.067344, Top1S: 68.660614, Top1T: 69.182938 Train:epoch: 46, loss@min: 1.005807, loss@max: 1.676402, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 46, LS: 1.070567, LT: 1.053064, Top1S: 69.145630, Top1T: 69.468971 Train:epoch: 47, loss@min: 1.050182, loss@max: 1.656173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.074216, LT: 1.061362, Top1S: 68.884468, Top1T: 69.643082 Train:epoch: 48, loss@min: 1.042397, loss@max: 1.760475, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 48, LS: 1.086875, LT: 1.058591, Top1S: 69.021271, Top1T: 69.854500 Train:epoch: 49, loss@min: 1.027038, loss@max: 1.587440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 1.072593, LT: 1.066536, Top1S: 69.481407, Top1T: 69.643082 Train:epoch: 50, loss@min: 1.053727, loss@max: 1.611985, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 50, LS: 1.102952, LT: 1.092300, Top1S: 68.660614, Top1T: 69.282433 Train:epoch: 51, loss@min: 1.048249, loss@max: 1.615426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.103079, LT: 1.082341, Top1S: 68.710365, Top1T: 68.797417 Train:epoch: 52, loss@min: 1.098772, loss@max: 1.586688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.091366, LT: 1.076985, Top1S: 68.747673, Top1T: 68.959091 Train:epoch: 53, loss@min: 1.050453, loss@max: 1.569477, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 53, LS: 1.092685, LT: 1.076418, Top1S: 68.635742, Top1T: 69.207809 Train:epoch: 54, loss@min: 1.001477, loss@max: 1.605845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.110214, LT: 1.088701, Top1S: 68.163170, Top1T: 68.896904 Train:epoch: 55, loss@min: 1.045954, loss@max: 1.606889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.108916, LT: 1.072422, Top1S: 68.461639, Top1T: 69.145630 Train:epoch: 56, loss@min: 1.018290, loss@max: 1.672650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.082102, LT: 1.067795, Top1S: 69.207809, Top1T: 69.717697 Train:epoch: 57, loss@min: 1.047934, loss@max: 1.618874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.073516, LT: 1.061050, Top1S: 69.618210, Top1T: 69.705261 Train:epoch: 58, loss@min: 1.059768, loss@max: 1.681282, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 58, LS: 1.075031, LT: 1.063777, Top1S: 69.307304, Top1T: 69.978859Best acc: 69.978859 Train:epoch: 59, loss@min: 1.028646, loss@max: 1.641577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.078377, LT: 1.066312, Top1S: 69.021271, Top1T: 69.779884 Train:epoch: 60, loss@min: 1.013958, loss@max: 1.601333, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 60, LS: 1.075168, LT: 1.066418, Top1S: 69.406792, Top1T: 69.556030 Train:epoch: 61, loss@min: 1.022365, loss@max: 1.627946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.081629, LT: 1.070308, Top1S: 69.431664, Top1T: 69.705261 Train:epoch: 62, loss@min: 1.010512, loss@max: 1.584662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.073476, LT: 1.073389, Top1S: 69.506287, Top1T: 69.593338 Train:epoch: 63, loss@min: 1.070183, loss@max: 1.553826, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.072209, LT: 1.061104, Top1S: 69.419228, Top1T: 69.730133 Train:epoch: 64, loss@min: 1.031785, loss@max: 1.629158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.066089, LT: 1.058617, Top1S: 69.357048, Top1T: 69.929115 Train:epoch: 65, loss@min: 0.995469, loss@max: 1.536718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.068169, LT: 1.054494, Top1S: 69.742569, Top1T: 69.655518 Train:epoch: 66, loss@min: 1.042667, loss@max: 1.580211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 1.065873, LT: 1.050244, Top1S: 69.643082, Top1T: 69.767448 Train:epoch: 67, loss@min: 1.033064, loss@max: 1.568246, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 67, LS: 1.059034, LT: 1.048411, Top1S: 69.792320, Top1T: 70.028603Best acc: 70.028603 Train:epoch: 68, loss@min: 0.993359, loss@max: 1.554473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 1.062272, LT: 1.048784, Top1S: 69.667953, Top1T: 70.289764Best acc: 70.289764 Train:epoch: 69, loss@min: 1.039820, loss@max: 1.505529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 1.060793, LT: 1.049624, Top1S: 69.829628, Top1T: 70.277328 Train:epoch: 70, loss@min: 0.996366, loss@max: 1.529543, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 70, LS: 1.062710, LT: 1.047306, Top1S: 69.717697, Top1T: 70.501183Best acc: 70.501183 Train:epoch: 71, loss@min: 0.977023, loss@max: 1.533103, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 71, LS: 1.064413, LT: 1.049788, Top1S: 69.755005, Top1T: 70.302200 Train:epoch: 72, loss@min: 1.004035, loss@max: 1.551160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 1.063127, LT: 1.057657, Top1S: 69.929115, Top1T: 70.065918 Train:epoch: 73, loss@min: 1.033944, loss@max: 1.566104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 1.059886, LT: 1.051340, Top1S: 70.277328, Top1T: 70.252457 Train:epoch: 74, loss@min: 1.010817, loss@max: 1.498882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 1.060707, LT: 1.049349, Top1S: 70.090790, Top1T: 70.414131 Train:epoch: 75, loss@min: 0.982294, loss@max: 1.520102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 1.064493, LT: 1.050123, Top1S: 70.053482, Top1T: 70.513618Best acc: 70.513618 Train:epoch: 76, loss@min: 1.018209, loss@max: 1.542014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 1.058117, LT: 1.049343, Top1S: 70.078354, Top1T: 70.575806Best acc: 70.575806 Train:epoch: 77, loss@min: 0.992186, loss@max: 1.523469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 1.051929, LT: 1.044616, Top1S: 70.339516, Top1T: 70.575806 Train:epoch: 78, loss@min: 1.010304, loss@max: 1.515185, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 1.056750, LT: 1.044615, Top1S: 70.090790, Top1T: 70.787216Best acc: 70.787216 Train:epoch: 79, loss@min: 0.938156, loss@max: 1.591062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 1.057826, LT: 1.049745, Top1S: 70.165405, Top1T: 70.600677 Train:epoch: 80, loss@min: 1.031699, loss@max: 1.495762, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 80, LS: 1.054989, LT: 1.052236, Top1S: 70.090790, Top1T: 70.613113 Train:epoch: 81, loss@min: 1.008779, loss@max: 1.495394, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 81, LS: 1.053951, LT: 1.053108, Top1S: 70.351952, Top1T: 70.700165 Train:epoch: 82, loss@min: 1.014079, loss@max: 1.461625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.057876, LT: 1.052939, Top1S: 70.302200, Top1T: 70.899147Best acc: 70.899147 Train:epoch: 83, loss@min: 1.003420, loss@max: 1.514903, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 83, LS: 1.060971, LT: 1.055239, Top1S: 70.302200, Top1T: 70.911583Best acc: 70.911583 Train:epoch: 84, loss@min: 0.995596, loss@max: 1.496743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.062510, LT: 1.056661, Top1S: 70.351952, Top1T: 70.836960 Train:epoch: 85, loss@min: 0.989282, loss@max: 1.455321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.064997, LT: 1.056703, Top1S: 70.152969, Top1T: 70.625549 Train:epoch: 86, loss@min: 1.021021, loss@max: 1.462234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.063119, LT: 1.058964, Top1S: 70.314644, Top1T: 70.476311 Train:epoch: 87, loss@min: 1.011629, loss@max: 1.442731, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 87, LS: 1.062720, LT: 1.061862, Top1S: 70.327080, Top1T: 70.401695 Train:epoch: 88, loss@min: 1.038943, loss@max: 1.458326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.061834, LT: 1.060599, Top1S: 70.240021, Top1T: 70.513618 Train:epoch: 89, loss@min: 0.988288, loss@max: 1.458276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.064034, LT: 1.060009, Top1S: 70.439003, Top1T: 70.588242 Train:epoch: 90, loss@min: 0.978447, loss@max: 1.465471, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 90, LS: 1.063550, LT: 1.059191, Top1S: 70.401695, Top1T: 70.774780 Train:epoch: 91, loss@min: 0.988758, loss@max: 1.461853, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 91, LS: 1.060658, LT: 1.059347, Top1S: 70.675293, Top1T: 70.762344 Train:epoch: 92, loss@min: 0.960866, loss@max: 1.454234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.058865, LT: 1.058581, Top1S: 70.824524, Top1T: 71.085686Best acc: 71.085686 Train:epoch: 93, loss@min: 1.009933, loss@max: 1.427938, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.059527, LT: 1.058667, Top1S: 70.799652, Top1T: 71.073250 Train:epoch: 94, loss@min: 0.971175, loss@max: 1.452012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.061871, LT: 1.057392, Top1S: 70.749908, Top1T: 71.234924Best acc: 71.234924 Train:epoch: 95, loss@min: 0.962835, loss@max: 1.436456, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.062083, LT: 1.056535, Top1S: 70.861839, Top1T: 71.247360Best acc: 71.247360 Train:epoch: 96, loss@min: 0.996949, loss@max: 1.448542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.061663, LT: 1.057156, Top1S: 71.060814, Top1T: 71.234924 Train:epoch: 97, loss@min: 0.967592, loss@max: 1.440997, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.060831, LT: 1.056335, Top1S: 71.147873, Top1T: 71.371719Best acc: 71.371719 Train:epoch: 98, loss@min: 0.976795, loss@max: 1.423282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.058125, LT: 1.056947, Top1S: 71.259796, Top1T: 71.284668 Train:epoch: 99, loss@min: 0.984834, loss@max: 1.416653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.057057, LT: 1.057916, Top1S: 71.197617, Top1T: 71.259796 Train:epoch: 100, loss@min: 1.005549, loss@max: 1.468415, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 1.058504, LT: 1.060206, Top1S: 70.998634, Top1T: 71.433907Best acc: 71.433907 Train:epoch: 101, loss@min: 0.961981, loss@max: 1.416601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.061177, LT: 1.060165, Top1S: 71.060814, Top1T: 71.496086Best acc: 71.496086 Train:epoch: 102, loss@min: 0.979530, loss@max: 1.412994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.062965, LT: 1.061416, Top1S: 71.421471, Top1T: 71.608009Best acc: 71.608009 Train:epoch: 103, loss@min: 0.965512, loss@max: 1.430390, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.063839, LT: 1.063296, Top1S: 71.508522, Top1T: 71.458778 Train:epoch: 104, loss@min: 0.977152, loss@max: 1.408440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.064888, LT: 1.064172, Top1S: 71.496086, Top1T: 71.433907 Train:epoch: 105, loss@min: 0.965593, loss@max: 1.417391, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.064778, LT: 1.065536, Top1S: 71.409035, Top1T: 71.396599 Train:epoch: 106, loss@min: 0.999278, loss@max: 1.406591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.063875, LT: 1.068020, Top1S: 71.433907, Top1T: 71.446342 Train:epoch: 107, loss@min: 0.974220, loss@max: 1.410857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.063032, LT: 1.069097, Top1S: 71.508522, Top1T: 71.409035 Train:epoch: 108, loss@min: 0.973307, loss@max: 1.428817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.065069, LT: 1.067542, Top1S: 71.608009, Top1T: 71.409035 Train:epoch: 109, loss@min: 0.971657, loss@max: 1.405754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.065438, LT: 1.067188, Top1S: 71.570702, Top1T: 71.508522 Train:epoch: 110, loss@min: 0.963319, loss@max: 1.408270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.065309, LT: 1.067986, Top1S: 71.657761, Top1T: 71.433907Best acc: 71.657761 Train:epoch: 111, loss@min: 0.961312, loss@max: 1.404554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.066411, LT: 1.068920, Top1S: 71.570702, Top1T: 71.458778 Train:epoch: 112, loss@min: 0.963994, loss@max: 1.399658, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.067924, LT: 1.069327, Top1S: 71.670197, Top1T: 71.433907Best acc: 71.670197 Train:epoch: 113, loss@min: 1.000378, loss@max: 1.410084, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 113, LS: 1.067744, LT: 1.070569, Top1S: 71.620445, Top1T: 71.421471 Train:epoch: 114, loss@min: 0.962586, loss@max: 1.409068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.067780, LT: 1.072116, Top1S: 71.570702, Top1T: 71.496086 Train:epoch: 115, loss@min: 0.949847, loss@max: 1.413984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.068395, LT: 1.072780, Top1S: 71.570702, Top1T: 71.371719 Train:epoch: 116, loss@min: 0.948531, loss@max: 1.424588, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.069991, LT: 1.073236, Top1S: 71.446342, Top1T: 71.297104 Train:epoch: 117, loss@min: 0.946564, loss@max: 1.404952, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.070212, LT: 1.073671, Top1S: 71.620445, Top1T: 71.222488 Train:epoch: 118, loss@min: 0.966016, loss@max: 1.397494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.069855, LT: 1.074286, Top1S: 71.695068, Top1T: 71.309540Best acc: 71.695068 Train:epoch: 119, loss@min: 0.966231, loss@max: 1.397309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.069531, LT: 1.074098, Top1S: 71.583138, Top1T: 71.272232 Train:epoch: 120, loss@min: 0.960717, loss@max: 1.398908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.070355, LT: 1.073246, Top1S: 71.719940, Top1T: 71.334412Best acc: 71.719940 Train:epoch: 121, loss@min: 0.938299, loss@max: 1.425854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.070564, LT: 1.072714, Top1S: 71.670197, Top1T: 71.346848 Train:epoch: 122, loss@min: 0.957919, loss@max: 1.399909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.069646, LT: 1.073040, Top1S: 71.595573, Top1T: 71.359283 Train:epoch: 123, loss@min: 0.979184, loss@max: 1.385034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.068937, LT: 1.073630, Top1S: 71.657761, Top1T: 71.371719 Train:epoch: 124, loss@min: 0.969597, loss@max: 1.388365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.069652, LT: 1.074681, Top1S: 71.657761, Top1T: 71.409035 Train:epoch: 125, loss@min: 0.970590, loss@max: 1.415389, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 125, LS: 1.070390, LT: 1.075667, Top1S: 71.757248, Top1T: 71.421471Best acc: 71.757248 Train:epoch: 126, loss@min: 0.963063, loss@max: 1.408717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.070634, LT: 1.076265, Top1S: 71.744812, Top1T: 71.346848 Train:epoch: 127, loss@min: 0.952587, loss@max: 1.398412, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.070714, LT: 1.076665, Top1S: 71.744812, Top1T: 71.371719 Train:epoch: 128, loss@min: 0.972174, loss@max: 1.397857, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 128, LS: 1.070941, LT: 1.077038, Top1S: 71.707504, Top1T: 71.384163 Train:epoch: 129, loss@min: 0.975908, loss@max: 1.419274, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 129, LS: 1.071272, LT: 1.076947, Top1S: 71.657761, Top1T: 71.359283 Train:epoch: 130, loss@min: 0.963916, loss@max: 1.392716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.071686, LT: 1.076936, Top1S: 71.682632, Top1T: 71.384163 Train:epoch: 131, loss@min: 0.962535, loss@max: 1.397598, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.071907, LT: 1.076923, Top1S: 71.744812, Top1T: 71.409035 Train:epoch: 132, loss@min: 0.950735, loss@max: 1.400320, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.071923, LT: 1.076991, Top1S: 71.769684, Top1T: 71.371719Best acc: 71.769684 Train:epoch: 133, loss@min: 0.948771, loss@max: 1.404470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.072104, LT: 1.077243, Top1S: 71.744812, Top1T: 71.409035 Train:epoch: 134, loss@min: 0.964103, loss@max: 1.399613, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 134, LS: 1.072347, LT: 1.077907, Top1S: 71.719940, Top1T: 71.396599 Train:epoch: 135, loss@min: 0.977253, loss@max: 1.396088, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 135, LS: 1.072824, LT: 1.078439, Top1S: 71.707504, Top1T: 71.359283 Train:epoch: 136, loss@min: 0.963430, loss@max: 1.383579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.073502, LT: 1.078952, Top1S: 71.744812, Top1T: 71.309540 Train:epoch: 137, loss@min: 0.960665, loss@max: 1.392035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.073655, LT: 1.079326, Top1S: 71.806992, Top1T: 71.346848Best acc: 71.806992 Train:epoch: 138, loss@min: 0.954144, loss@max: 1.395001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.073693, LT: 1.079374, Top1S: 71.794556, Top1T: 71.309540 Train:epoch: 139, loss@min: 0.958680, loss@max: 1.394561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.073619, LT: 1.079180, Top1S: 71.757248, Top1T: 71.284668 Train:epoch: 140, loss@min: 0.951725, loss@max: 1.396618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.073531, LT: 1.079054, Top1S: 71.757248, Top1T: 71.309540 Train:epoch: 141, loss@min: 0.952035, loss@max: 1.394853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.073522, LT: 1.078984, Top1S: 71.769684, Top1T: 71.297104 Train:epoch: 142, loss@min: 0.966851, loss@max: 1.393113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.073517, LT: 1.078979, Top1S: 71.769684, Top1T: 71.309540 Train:epoch: 143, loss@min: 0.974570, loss@max: 1.405114, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 1.073536, LT: 1.078952, Top1S: 71.782120, Top1T: 71.297104 Train:epoch: 144, loss@min: 0.970352, loss@max: 1.392895, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.073521, LT: 1.078942, Top1S: 71.769684, Top1T: 71.297104 Train:epoch: 145, loss@min: 0.970789, loss@max: 1.386611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.073520, LT: 1.078936, Top1S: 71.757248, Top1T: 71.309540 Train:epoch: 146, loss@min: 0.945304, loss@max: 1.400602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.073526, LT: 1.078934, Top1S: 71.757248, Top1T: 71.309540 Train:epoch: 147, loss@min: 0.959403, loss@max: 1.379059, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.073536, LT: 1.078930, Top1S: 71.757248, Top1T: 71.309540 Train:epoch: 148, loss@min: 1.006296, loss@max: 1.402360, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 148, LS: 1.073538, LT: 1.078925, Top1S: 71.757248, Top1T: 71.309540 Train:epoch: 149, loss@min: 0.961886, loss@max: 1.393742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.073538, LT: 1.078924, Top1S: 71.757248, Top1T: 71.309540 Train:epoch: 150, loss@min: 0.959661, loss@max: 1.403954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.073538, LT: 1.078924, Top1S: 71.757248, Top1T: 71.309540 ------------------------------------------- Wed Aug 9 06:53:12 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 9 11:53:52 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.773391, loss@max: 2.591048, Top1S acc: 98.828125, Top1T acc: 59.375000 Train:epoch: 2, loss@min: 3.050503, loss@max: 1.922169, Top1S acc: 100.000000, Top1T acc: 71.093750 Train:epoch: 3, loss@min: 2.356812, loss@max: 1.733534, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 4, loss@min: 2.008803, loss@max: 1.767585, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 5, loss@min: 1.769980, loss@max: 1.849434, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 6, loss@min: 1.502241, loss@max: 1.622830, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 7, loss@min: 1.516649, loss@max: 1.651159, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 8, loss@min: 1.383727, loss@max: 1.703561, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 9, loss@min: 1.304867, loss@max: 1.896450, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 10, loss@min: 1.236872, loss@max: 1.850209, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 11, loss@min: 1.376095, loss@max: 1.643889, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 12, loss@min: 1.136113, loss@max: 1.765500, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 13, loss@min: 1.275001, loss@max: 1.866832, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 14, loss@min: 1.328259, loss@max: 1.813595, Top1S acc: 99.609375, Top1T acc: 98.046875 Train:epoch: 15, loss@min: 1.208565, loss@max: 1.787157, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 16, loss@min: 1.079632, loss@max: 1.997508, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.200817, loss@max: 1.951369, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 1.206692, loss@max: 1.897116, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 19, loss@min: 1.292321, loss@max: 2.101169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.205172, loss@max: 1.961524, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 21, loss@min: 1.156557, loss@max: 2.153721, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.389130, loss@max: 2.010259, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 23, loss@min: 1.274497, loss@max: 1.986930, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 24, loss@min: 1.248708, loss@max: 1.858125, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 25, loss@min: 1.486516, loss@max: 2.104438, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 26, loss@min: 1.324245, loss@max: 2.021953, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 1.294776, loss@max: 2.059446, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 28, loss@min: 1.379493, loss@max: 2.104209, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 1.350023, loss@max: 2.012669, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 30, loss@min: 1.196065, loss@max: 2.085703, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.162350, loss@max: 1.972523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.288826, loss@max: 1.938555, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 1.353741, loss@max: 1.893414, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.171075, loss@max: 1.976370, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 35, loss@min: 1.118533, loss@max: 1.957214, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 36, loss@min: 1.130815, loss@max: 2.080146, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 37, loss@min: 1.177826, loss@max: 1.906671, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.194860, loss@max: 2.114017, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.160347, loss@max: 2.089278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.265420, loss@max: 2.026950, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 1.117669, loss@max: 1.848893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.137679, loss@max: 1.880473, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 1.188003, loss@max: 1.991253, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 1.090995, loss@max: 1.995016, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 1.147702, loss@max: 1.894376, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 1.047380, loss@max: 1.986187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.107343, loss@max: 1.984436, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 48, loss@min: 1.046424, loss@max: 1.893618, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 49, loss@min: 1.042794, loss@max: 1.956473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.212010, loss@max: 1.904032, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 1.197565, loss@max: 1.815057, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 1.252026, loss@max: 1.889105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.157191, loss@max: 1.906857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.095966, loss@max: 1.895084, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 55, loss@min: 1.109914, loss@max: 1.796392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.115382, loss@max: 1.958756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.134597, loss@max: 1.903829, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 58, loss@min: 1.103613, loss@max: 2.038589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.188183, loss@max: 1.874832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.098911, loss@max: 1.846608, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 1.032071, loss@max: 1.890679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.164192, loss@max: 1.652972, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 1.097201, loss@max: 1.684023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.061102, loss@max: 1.928863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.085715, loss@max: 1.765129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.104922, loss@max: 1.824880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.116771, loss@max: 1.713115, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 1.085100, loss@max: 1.668244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.153353, loss@max: 1.703374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.104221, loss@max: 1.721967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.079271, loss@max: 1.776205, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 72, loss@min: 1.067421, loss@max: 1.764678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.082505, loss@max: 1.908738, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.101515, loss@max: 1.716107, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.077466, loss@max: 1.688956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.046066, loss@max: 1.750008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.050635, loss@max: 1.710018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.098562, loss@max: 1.665291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.072067, loss@max: 1.627576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.097690, loss@max: 1.587661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.329646, LT: 1.309747, Top1S: 61.310783, Top1T: 62.268375Best acc: 62.268375 Train:epoch: 81, loss@min: 1.123168, loss@max: 1.661423, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.328076, LT: 1.307998, Top1S: 61.186420, Top1T: 62.380302Best acc: 62.380302 Train:epoch: 82, loss@min: 1.056466, loss@max: 1.580181, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 9 12:14:39 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.012435, loss@max: 1.676992, Top1S acc: 100.000000, Top1T acc: 59.375000 Train:epoch: 2, loss@min: 3.536244, loss@max: 1.796747, Top1S acc: 100.000000, Top1T acc: 60.937500 Train:epoch: 3, loss@min: 3.025105, loss@max: 1.772537, Top1S acc: 100.000000, Top1T acc: 65.625000 Train:epoch: 4, loss@min: 2.871877, loss@max: 1.796525, Top1S acc: 100.000000, Top1T acc: 69.140625 Train:epoch: 5, loss@min: 3.009522, loss@max: 1.863686, Top1S acc: 100.000000, Top1T acc: 65.234375 Train:epoch: 6, loss@min: 2.717813, loss@max: 1.786510, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 7, loss@min: 2.729579, loss@max: 1.787084, Top1S acc: 100.000000, Top1T acc: 71.093750 Train:epoch: 8, loss@min: 2.150608, loss@max: 1.638406, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 9, loss@min: 2.181446, loss@max: 1.649797, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 10, loss@min: 2.034377, loss@max: 1.612801, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 11, loss@min: 2.254881, loss@max: 1.686449, Top1S acc: 100.000000, Top1T acc: 77.734375 Train:epoch: 12, loss@min: 1.919918, loss@max: 1.619112, Top1S acc: 100.000000, Top1T acc: 82.031250 Train:epoch: 13, loss@min: 1.917321, loss@max: 1.608002, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 14, loss@min: 2.032243, loss@max: 1.672725, Top1S acc: 100.000000, Top1T acc: 83.984375 Train:epoch: 15, loss@min: 1.652762, loss@max: 1.561845, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 16, loss@min: 1.753168, loss@max: 1.578358, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 17, loss@min: 1.612320, loss@max: 1.557973, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 18, loss@min: 1.690058, loss@max: 1.599724, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 19, loss@min: 1.557256, loss@max: 1.558587, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 20, loss@min: 1.637700, loss@max: 1.588687, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 21, loss@min: 1.477819, loss@max: 1.543594, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 22, loss@min: 1.520941, loss@max: 1.571858, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 23, loss@min: 1.466204, loss@max: 1.553411, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 24, loss@min: 1.431052, loss@max: 1.540555, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 25, loss@min: 1.524377, loss@max: 1.577587, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 26, loss@min: 1.429750, loss@max: 1.547018, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 27, loss@min: 1.386802, loss@max: 1.524925, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 28, loss@min: 1.359327, loss@max: 1.521095, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 29, loss@min: 1.449987, loss@max: 1.563916, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 30, loss@min: 1.355528, loss@max: 1.537392, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 31, loss@min: 1.324391, loss@max: 1.535198, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 32, loss@min: 1.340006, loss@max: 1.552514, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 33, loss@min: 1.253157, loss@max: 1.520092, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 34, loss@min: 1.271239, loss@max: 1.528586, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 35, loss@min: 1.313012, loss@max: 1.528363, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 36, loss@min: 1.170532, loss@max: 1.486461, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 37, loss@min: 1.179541, loss@max: 1.507852, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 38, loss@min: 1.268120, loss@max: 1.526974, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 39, loss@min: 1.217483, loss@max: 1.509027, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 40, loss@min: 1.271799, loss@max: 1.519542, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 41, loss@min: 1.296659, loss@max: 1.518432, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 42, loss@min: 1.247649, loss@max: 1.509531, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 43, loss@min: 1.148424, loss@max: 1.468510, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 44, loss@min: 1.158060, loss@max: 1.509422, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 45, loss@min: 1.165413, loss@max: 1.502624, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 46, loss@min: 1.186906, loss@max: 1.506522, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 47, loss@min: 1.171252, loss@max: 1.481347, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 48, loss@min: 1.116027, loss@max: 1.479640, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 49, loss@min: 1.158471, loss@max: 1.481504, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 50, loss@min: 1.127293, loss@max: 1.469587, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 51, loss@min: 1.207442, loss@max: 1.507648, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 52, loss@min: 1.115304, loss@max: 1.485033, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 53, loss@min: 1.127728, loss@max: 1.488456, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 54, loss@min: 1.146265, loss@max: 1.475081, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 55, loss@min: 1.076755, loss@max: 1.452368, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 56, loss@min: 1.041306, loss@max: 1.464316, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 57, loss@min: 1.123696, loss@max: 1.509643, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 58, loss@min: 1.028120, loss@max: 1.451772, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 1.080339, loss@max: 1.456896, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 60, loss@min: 1.127461, loss@max: 1.468386, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 61, loss@min: 1.095563, loss@max: 1.464479, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 62, loss@min: 1.067538, loss@max: 1.448076, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 1.076870, loss@max: 1.450946, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 64, loss@min: 1.053010, loss@max: 1.442410, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 65, loss@min: 1.038375, loss@max: 1.422132, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 66, loss@min: 1.153776, loss@max: 1.492225, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 67, loss@min: 1.092187, loss@max: 1.478261, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 68, loss@min: 1.100484, loss@max: 1.455544, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 69, loss@min: 1.035936, loss@max: 1.445761, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 70, loss@min: 1.036971, loss@max: 1.442213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.069798, loss@max: 1.442397, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 72, loss@min: 1.080609, loss@max: 1.456404, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 73, loss@min: 1.054733, loss@max: 1.469488, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 74, loss@min: 1.045331, loss@max: 1.458096, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 75, loss@min: 1.049681, loss@max: 1.427578, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 76, loss@min: 1.049731, loss@max: 1.448114, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 77, loss@min: 1.031351, loss@max: 1.447457, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 1.012163, loss@max: 1.432925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.058009, loss@max: 1.439379, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 80, loss@min: 1.047288, loss@max: 1.450495, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 80, LS: 1.338542, LT: 1.331043, Top1S: 65.514244, Top1T: 65.700783Best acc: 65.700783 Train:epoch: 81, loss@min: 1.035238, loss@max: 1.435096, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 81, LS: 1.336160, LT: 1.329803, Top1S: 65.402313, Top1T: 65.663475 Train:epoch: 82, loss@min: 1.012056, loss@max: 1.424912, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 1.333147, LT: 1.327328, Top1S: 65.501808, Top1T: 65.526680 Train:epoch: 83, loss@min: 1.048964, loss@max: 1.435059, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 83, LS: 1.330806, LT: 1.323736, Top1S: 65.563988, Top1T: 65.626167 Train:epoch: 84, loss@min: 1.021682, loss@max: 1.426337, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 84, LS: 1.327566, LT: 1.320770, Top1S: 65.638603, Top1T: 65.638603 Train:epoch: 85, loss@min: 1.039681, loss@max: 1.452440, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 85, LS: 1.324623, LT: 1.318679, Top1S: 65.912201, Top1T: 65.688347Best acc: 65.912201 Train:epoch: 86, loss@min: 1.018284, loss@max: 1.430583, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 86, LS: 1.324960, LT: 1.318531, Top1S: 66.049004, Top1T: 65.725662Best acc: 66.049004 Train:epoch: 87, loss@min: 1.020643, loss@max: 1.423086, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 87, LS: 1.327618, LT: 1.320221, Top1S: 65.999260, Top1T: 65.912201 Train:epoch: 88, loss@min: 1.026137, loss@max: 1.448574, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 88, LS: 1.330136, LT: 1.322506, Top1S: 65.999260, Top1T: 65.812714 Train:epoch: 89, loss@min: 1.027355, loss@max: 1.428141, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 89, LS: 1.333525, LT: 1.325615, Top1S: 66.073875, Top1T: 65.800278Best acc: 66.073875 Train:epoch: 90, loss@min: 1.083463, loss@max: 1.444373, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 90, LS: 1.335785, LT: 1.327463, Top1S: 66.098747, Top1T: 65.912201Best acc: 66.098747 Train:epoch: 91, loss@min: 1.084672, loss@max: 1.458417, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 91, LS: 1.334825, LT: 1.326705, Top1S: 66.061440, Top1T: 65.961945 Train:epoch: 92, loss@min: 1.053320, loss@max: 1.432239, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 92, LS: 1.329604, LT: 1.321569, Top1S: 66.297729, Top1T: 66.223106Best acc: 66.297729 Train:epoch: 93, loss@min: 1.012421, loss@max: 1.418556, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 1.331256, LT: 1.323825, Top1S: 66.247978, Top1T: 66.123619 Train:epoch: 94, loss@min: 0.988190, loss@max: 1.415152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.335633, LT: 1.329134, Top1S: 66.123619, Top1T: 66.073875 Train:epoch: 95, loss@min: 1.018490, loss@max: 1.417614, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 95, LS: 1.338346, LT: 1.331529, Top1S: 66.011696, Top1T: 65.974380 Train:epoch: 96, loss@min: 1.022096, loss@max: 1.436644, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 1.337485, LT: 1.330588, Top1S: 66.111183, Top1T: 65.899765 Train:epoch: 97, loss@min: 1.057583, loss@max: 1.425293, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 97, LS: 1.336101, LT: 1.328941, Top1S: 66.235542, Top1T: 65.800278 Train:epoch: 98, loss@min: 0.994186, loss@max: 1.419094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.336098, LT: 1.327577, Top1S: 66.136055, Top1T: 66.061440 Train:epoch: 99, loss@min: 0.988566, loss@max: 1.426894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.333524, LT: 1.324383, Top1S: 66.247978, Top1T: 66.036568 Train:epoch: 100, loss@min: 1.016780, loss@max: 1.427727, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 100, LS: 1.331604, LT: 1.322790, Top1S: 66.272858, Top1T: 66.036568 Train:epoch: 101, loss@min: 1.040685, loss@max: 1.429053, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 101, LS: 1.331471, LT: 1.322991, Top1S: 66.247978, Top1T: 66.061440 Train:epoch: 102, loss@min: 1.006488, loss@max: 1.414259, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 1.334242, LT: 1.325496, Top1S: 66.160927, Top1T: 66.123619 Train:epoch: 103, loss@min: 1.029761, loss@max: 1.418880, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 103, LS: 1.341234, LT: 1.333582, Top1S: 65.850021, Top1T: 65.862457 Train:epoch: 104, loss@min: 1.149406, loss@max: 1.455600, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 104, LS: 1.346768, LT: 1.341106, Top1S: 65.626167, Top1T: 65.638603 Train:epoch: 105, loss@min: 1.036905, loss@max: 1.422492, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 105, LS: 1.351158, LT: 1.346312, Top1S: 65.675911, Top1T: 65.489372 Train:epoch: 106, loss@min: 1.025321, loss@max: 1.439347, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 106, LS: 1.353607, LT: 1.347955, Top1S: 65.688347, Top1T: 65.352570 Train:epoch: 107, loss@min: 1.035748, loss@max: 1.406687, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 107, LS: 1.353247, LT: 1.346806, Top1S: 65.700783, Top1T: 65.452065 Train:epoch: 108, loss@min: 1.001396, loss@max: 1.397796, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 108, LS: 1.351944, LT: 1.345305, Top1S: 65.713219, Top1T: 65.501808 Train:epoch: 109, loss@min: 1.022587, loss@max: 1.416697, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 109, LS: 1.351443, LT: 1.344873, Top1S: 65.700783, Top1T: 65.551552 Train:epoch: 110, loss@min: 1.012825, loss@max: 1.413771, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 110, LS: 1.349986, LT: 1.343377, Top1S: 65.675911, Top1T: 65.638603 Train:epoch: 111, loss@min: 1.029235, loss@max: 1.418110, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 111, LS: 1.348651, LT: 1.341821, Top1S: 65.725662, Top1T: 65.700783 Train:epoch: 112, loss@min: 1.070287, loss@max: 1.427960, Top1S acc: 100.000000, Top1T acc: 98.046875 Test:epoch: 112, LS: 1.348171, LT: 1.340720, Top1S: 65.738098, Top1T: 65.738098 Train:epoch: 113, loss@min: 1.018889, loss@max: 1.405868, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 113, LS: 1.348097, LT: 1.340015, Top1S: 65.688347, Top1T: 65.725662 Train:epoch: 114, loss@min: 1.018712, loss@max: 1.416795, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 114, LS: 1.348588, LT: 1.340466, Top1S: 65.725662, Top1T: 65.725662 Train:epoch: 115, loss@min: 1.003233, loss@max: 1.409332, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 115, LS: 1.349443, LT: 1.341239, Top1S: 65.713219, Top1T: 65.725662 Train:epoch: 116, loss@min: 1.006117, loss@max: 1.405094, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 116, LS: 1.350235, LT: 1.342151, Top1S: 65.638603, Top1T: 65.576424 Train:epoch: 117, loss@min: 1.042230, loss@max: 1.423722, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 117, LS: 1.350886, LT: 1.342874, Top1S: 65.775406, Top1T: 65.688347 Train:epoch: 118, loss@min: 1.008411, loss@max: 1.403676, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 118, LS: 1.351375, LT: 1.343334, Top1S: 65.812714, Top1T: 65.638603 Train:epoch: 119, loss@min: 0.990357, loss@max: 1.401039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.351832, LT: 1.343802, Top1S: 65.750534, Top1T: 65.700783 Train:epoch: 120, loss@min: 1.012557, loss@max: 1.409300, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 120, LS: 1.351581, LT: 1.343594, Top1S: 65.812714, Top1T: 65.812714 Train:epoch: 121, loss@min: 0.992841, loss@max: 1.409351, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 121, LS: 1.351118, LT: 1.343147, Top1S: 65.825150, Top1T: 65.787842 Train:epoch: 122, loss@min: 1.042563, loss@max: 1.433197, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 122, LS: 1.350550, LT: 1.342645, Top1S: 65.874893, Top1T: 65.837585 Train:epoch: 123, loss@min: 0.994777, loss@max: 1.412625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.350289, LT: 1.342450, Top1S: 65.924637, Top1T: 65.862457 Train:epoch: 124, loss@min: 1.011180, loss@max: 1.414675, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 124, LS: 1.350173, LT: 1.342370, Top1S: 65.899765, Top1T: 65.924637 Train:epoch: 125, loss@min: 1.021524, loss@max: 1.406725, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 125, LS: 1.349946, LT: 1.342180, Top1S: 65.937073, Top1T: 65.974380 Train:epoch: 126, loss@min: 0.992915, loss@max: 1.398656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.349773, LT: 1.341963, Top1S: 65.974380, Top1T: 65.999260 Train:epoch: 127, loss@min: 1.007815, loss@max: 1.412685, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 1.349694, LT: 1.341759, Top1S: 65.961945, Top1T: 65.974380 Train:epoch: 128, loss@min: 1.011023, loss@max: 1.415924, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 128, LS: 1.349529, LT: 1.341459, Top1S: 65.949509, Top1T: 65.949509 Train:epoch: 129, loss@min: 1.016558, loss@max: 1.417208, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 129, LS: 1.349495, LT: 1.341309, Top1S: 65.974380, Top1T: 65.924637 Train:epoch: 130, loss@min: 1.001147, loss@max: 1.407936, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 130, LS: 1.349439, LT: 1.341182, Top1S: 65.986824, Top1T: 65.912201 Train:epoch: 131, loss@min: 1.033703, loss@max: 1.416144, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 131, LS: 1.349460, LT: 1.341133, Top1S: 65.974380, Top1T: 65.887329 Train:epoch: 132, loss@min: 0.990369, loss@max: 1.398893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.349605, LT: 1.341225, Top1S: 65.949509, Top1T: 65.862457 Train:epoch: 133, loss@min: 1.044491, loss@max: 1.426045, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 133, LS: 1.349789, LT: 1.341381, Top1S: 65.961945, Top1T: 65.862457 Train:epoch: 134, loss@min: 0.992307, loss@max: 1.397951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.349776, LT: 1.341319, Top1S: 65.949509, Top1T: 65.912201 Train:epoch: 135, loss@min: 0.980983, loss@max: 1.398923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.349788, LT: 1.341274, Top1S: 65.961945, Top1T: 65.912201 Train:epoch: 136, loss@min: 0.990211, loss@max: 1.400967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.349861, LT: 1.341273, Top1S: 65.924637, Top1T: 65.924637 Train:epoch: 137, loss@min: 0.986142, loss@max: 1.398004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.349846, LT: 1.341204, Top1S: 65.949509, Top1T: 65.912201 Train:epoch: 138, loss@min: 1.002823, loss@max: 1.409850, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 138, LS: 1.349794, LT: 1.341157, Top1S: 65.999260, Top1T: 65.887329 Train:epoch: 139, loss@min: 1.005933, loss@max: 1.396065, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 139, LS: 1.349736, LT: 1.341124, Top1S: 65.999260, Top1T: 65.899765 Train:epoch: 140, loss@min: 0.998307, loss@max: 1.392663, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 140, LS: 1.349741, LT: 1.341141, Top1S: 65.999260, Top1T: 65.912201 Train:epoch: 141, loss@min: 1.011588, loss@max: 1.404241, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 141, LS: 1.349738, LT: 1.341154, Top1S: 66.036568, Top1T: 65.899765 Train:epoch: 142, loss@min: 1.009535, loss@max: 1.413106, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 142, LS: 1.349730, LT: 1.341176, Top1S: 66.024132, Top1T: 65.912201 Train:epoch: 143, loss@min: 1.003213, loss@max: 1.409200, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 1.349710, LT: 1.341186, Top1S: 66.036568, Top1T: 65.937073 Train:epoch: 144, loss@min: 0.989400, loss@max: 1.399949, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 144, LS: 1.349687, LT: 1.341184, Top1S: 66.024132, Top1T: 65.949509 Train:epoch: 145, loss@min: 1.009478, loss@max: 1.410757, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 145, LS: 1.349674, LT: 1.341181, Top1S: 66.036568, Top1T: 65.949509 Train:epoch: 146, loss@min: 1.048179, loss@max: 1.414034, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 146, LS: 1.349660, LT: 1.341171, Top1S: 66.049004, Top1T: 65.937073 Train:epoch: 147, loss@min: 1.015766, loss@max: 1.415125, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 147, LS: 1.349651, LT: 1.341163, Top1S: 66.049004, Top1T: 65.924637 Train:epoch: 148, loss@min: 1.006011, loss@max: 1.412796, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 148, LS: 1.349653, LT: 1.341162, Top1S: 66.049004, Top1T: 65.912201 Train:epoch: 149, loss@min: 1.009197, loss@max: 1.407984, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 149, LS: 1.349653, LT: 1.341162, Top1S: 66.049004, Top1T: 65.912201 Train:epoch: 150, loss@min: 1.011619, loss@max: 1.414759, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 150, LS: 1.349653, LT: 1.341162, Top1S: 66.049004, Top1T: 65.912201 ------------------------------------------- Wed Aug 9 15:06:10 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 9 15:21:02 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.144066, loss@max: 1.576802, Top1S acc: 100.000000, Top1T acc: 51.953125 Train:epoch: 2, loss@min: 3.447773, loss@max: 1.576631, Top1S acc: 100.000000, Top1T acc: 62.890625 Train:epoch: 3, loss@min: 3.029453, loss@max: 1.617262, Top1S acc: 100.000000, Top1T acc: 64.843750 Train:epoch: 4, loss@min: 3.109104, loss@max: 1.746837, Top1S acc: 100.000000, Top1T acc: 64.453125 Train:epoch: 5, loss@min: 2.661833, loss@max: 1.719302, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 6, loss@min: 2.204557, loss@max: 1.673838, Top1S acc: 100.000000, Top1T acc: 80.468750 Train:epoch: 7, loss@min: 2.112832, loss@max: 1.691286, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 8, loss@min: 1.900724, loss@max: 1.647927, Top1S acc: 100.000000, Top1T acc: 85.937500 Train:epoch: 9, loss@min: 1.816227, loss@max: 1.633585, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 10, loss@min: 1.605208, loss@max: 1.580366, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 11, loss@min: 1.675891, loss@max: 1.593380, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 12, loss@min: 1.478855, loss@max: 1.521368, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 13, loss@min: 1.589045, loss@max: 1.525848, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 14, loss@min: 1.538829, loss@max: 1.502760, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 15, loss@min: 1.653727, loss@max: 1.540054, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 16, loss@min: 1.396317, loss@max: 1.472362, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 17, loss@min: 1.360527, loss@max: 1.453407, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 18, loss@min: 1.251426, loss@max: 1.418745, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 19, loss@min: 1.387461, loss@max: 1.457559, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 20, loss@min: 1.223195, loss@max: 1.425100, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 21, loss@min: 1.242196, loss@max: 1.414233, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 22, loss@min: 1.320858, loss@max: 1.441894, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 23, loss@min: 1.157054, loss@max: 1.395186, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 24, loss@min: 1.200085, loss@max: 1.408119, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 25, loss@min: 1.126604, loss@max: 1.396729, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 26, loss@min: 1.136563, loss@max: 1.405514, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 27, loss@min: 1.149443, loss@max: 1.421824, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.123628, loss@max: 1.402051, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 29, loss@min: 1.095749, loss@max: 1.399679, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 30, loss@min: 1.078406, loss@max: 1.405620, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 1.067580, loss@max: 1.394887, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 32, loss@min: 1.048673, loss@max: 1.390373, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 33, loss@min: 1.087369, loss@max: 1.405334, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 34, loss@min: 1.033939, loss@max: 1.396637, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 35, loss@min: 1.047071, loss@max: 1.392030, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 36, loss@min: 1.077744, loss@max: 1.397880, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 37, loss@min: 1.038964, loss@max: 1.390110, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.018947, loss@max: 1.385042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.020814, loss@max: 1.385888, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 1.033560, loss@max: 1.396464, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 1.038737, loss@max: 1.401392, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 1.020814, loss@max: 1.399766, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 1.016514, loss@max: 1.385777, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 1.064822, loss@max: 1.401180, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 45, loss@min: 1.031309, loss@max: 1.392066, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 46, loss@min: 1.040120, loss@max: 1.391328, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 47, loss@min: 1.041782, loss@max: 1.414203, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 48, loss@min: 1.018718, loss@max: 1.395880, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 49, loss@min: 1.029790, loss@max: 1.395415, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 50, loss@min: 1.035744, loss@max: 1.401954, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 1.035252, loss@max: 1.399157, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 52, loss@min: 1.056495, loss@max: 1.421687, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 53, loss@min: 1.028601, loss@max: 1.408068, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 54, loss@min: 0.988920, loss@max: 1.378854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.091359, loss@max: 1.427445, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 56, loss@min: 0.982030, loss@max: 1.380050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.004901, loss@max: 1.403687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.003528, loss@max: 1.395823, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.985585, loss@max: 1.381451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.987958, loss@max: 1.390855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.984442, loss@max: 1.383301, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 62, loss@min: 1.002594, loss@max: 1.398796, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.997489, loss@max: 1.394111, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 1.030845, loss@max: 1.406180, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 65, loss@min: 0.995947, loss@max: 1.393762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.998130, loss@max: 1.389221, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 67, loss@min: 0.990815, loss@max: 1.395358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.023566, loss@max: 1.405169, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 1.039211, loss@max: 1.399915, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 70, loss@min: 1.003947, loss@max: 1.391537, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 71, loss@min: 0.989641, loss@max: 1.394616, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 72, loss@min: 0.981495, loss@max: 1.387394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.989568, loss@max: 1.389181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.018486, loss@max: 1.399353, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 75, loss@min: 0.978521, loss@max: 1.385620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.987099, loss@max: 1.386353, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 77, loss@min: 1.018144, loss@max: 1.396099, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 78, loss@min: 0.983874, loss@max: 1.387581, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 0.975234, loss@max: 1.385865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.981906, loss@max: 1.385448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.564831, LT: 1.550531, Top1S: 61.696308, Top1T: 61.596817Best acc: 61.696308 Train:epoch: 81, loss@min: 0.988755, loss@max: 1.381294, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 81, LS: 1.567806, LT: 1.553629, Top1S: 61.646564, Top1T: 61.509766 Train:epoch: 82, loss@min: 0.977184, loss@max: 1.380670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.570416, LT: 1.556742, Top1S: 61.634129, Top1T: 61.559509 Train:epoch: 83, loss@min: 0.982229, loss@max: 1.385029, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 1.572765, LT: 1.559783, Top1S: 61.696308, Top1T: 61.683872 Train:epoch: 84, loss@min: 0.993827, loss@max: 1.397837, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 84, LS: 1.575604, LT: 1.563167, Top1S: 61.770927, Top1T: 61.696308Best acc: 61.770927 Train:epoch: 85, loss@min: 0.977832, loss@max: 1.385911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.579588, LT: 1.566888, Top1S: 61.659000, Top1T: 61.659000 Train:epoch: 86, loss@min: 0.975233, loss@max: 1.380327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.582686, LT: 1.569953, Top1S: 61.571945, Top1T: 61.571945 Train:epoch: 87, loss@min: 1.041680, loss@max: 1.409775, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 87, LS: 1.585159, LT: 1.572065, Top1S: 61.596817, Top1T: 61.634129 Train:epoch: 88, loss@min: 1.007231, loss@max: 1.396626, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 88, LS: 1.586257, LT: 1.572476, Top1S: 61.659000, Top1T: 61.696308 Train:epoch: 89, loss@min: 0.972942, loss@max: 1.383637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.587808, LT: 1.574070, Top1S: 61.522202, Top1T: 61.721180 Train:epoch: 90, loss@min: 0.980785, loss@max: 1.384216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.589987, LT: 1.576603, Top1S: 61.547073, Top1T: 61.733616 Train:epoch: 91, loss@min: 0.984320, loss@max: 1.391587, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.591066, LT: 1.578185, Top1S: 61.559509, Top1T: 61.584381 Train:epoch: 92, loss@min: 1.004918, loss@max: 1.400317, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 1.590042, LT: 1.577237, Top1S: 61.634129, Top1T: 61.547073 Train:epoch: 93, loss@min: 0.985476, loss@max: 1.391328, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 1.589367, LT: 1.576295, Top1S: 61.559509, Top1T: 61.497330 Train:epoch: 94, loss@min: 0.969686, loss@max: 1.380796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.588757, LT: 1.575195, Top1S: 61.621693, Top1T: 61.422710 Train:epoch: 95, loss@min: 0.996754, loss@max: 1.393137, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 95, LS: 1.589235, LT: 1.575095, Top1S: 61.733616, Top1T: 61.435146 Train:epoch: 96, loss@min: 0.982839, loss@max: 1.382903, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 1.588311, LT: 1.573899, Top1S: 61.783363, Top1T: 61.547073Best acc: 61.783363 Train:epoch: 97, loss@min: 1.008664, loss@max: 1.393949, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 97, LS: 1.586825, LT: 1.572624, Top1S: 61.758492, Top1T: 61.497330 Train:epoch: 98, loss@min: 0.998134, loss@max: 1.394970, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 98, LS: 1.586089, LT: 1.572114, Top1S: 61.808235, Top1T: 61.534637Best acc: 61.808235 Train:epoch: 99, loss@min: 0.998334, loss@max: 1.390963, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 99, LS: 1.585149, LT: 1.571479, Top1S: 61.870419, Top1T: 61.646564Best acc: 61.870419 Train:epoch: 100, loss@min: 1.008189, loss@max: 1.395664, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 1.584466, LT: 1.570794, Top1S: 61.845543, Top1T: 61.634129 Train:epoch: 101, loss@min: 0.978052, loss@max: 1.388033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.585184, LT: 1.571340, Top1S: 61.808235, Top1T: 61.683872 Train:epoch: 102, loss@min: 0.969223, loss@max: 1.382773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.585726, LT: 1.571769, Top1S: 61.795799, Top1T: 61.708744 Train:epoch: 103, loss@min: 0.981182, loss@max: 1.387621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.587067, LT: 1.573073, Top1S: 61.733616, Top1T: 61.659000 Train:epoch: 104, loss@min: 0.987259, loss@max: 1.387337, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 104, LS: 1.589083, LT: 1.575362, Top1S: 61.783363, Top1T: 61.646564 Train:epoch: 105, loss@min: 0.975283, loss@max: 1.381581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.590549, LT: 1.577140, Top1S: 61.696308, Top1T: 61.571945 Train:epoch: 106, loss@min: 0.972224, loss@max: 1.381293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.593014, LT: 1.579645, Top1S: 61.659000, Top1T: 61.559509 Train:epoch: 107, loss@min: 0.966978, loss@max: 1.377891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.594608, LT: 1.580980, Top1S: 61.634129, Top1T: 61.559509 Train:epoch: 108, loss@min: 0.983400, loss@max: 1.385266, Top1S acc: 100.000000, Top1T acc: 99.609375{"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 9 16:30:29 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.432806, loss@max: 2.742327, Top1S acc: 100.000000, Top1T acc: 58.984375 Train:epoch: 2, loss@min: 2.088483, loss@max: 2.157516, Top1S acc: 99.609375, Top1T acc: 78.515625 Train:epoch: 3, loss@min: 2.134941, loss@max: 1.762091, Top1S acc: 99.218750, Top1T acc: 82.812500 Train:epoch: 4, loss@min: 1.843326, loss@max: 1.466395, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 5, loss@min: 1.653841, loss@max: 1.449570, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 6, loss@min: 1.311476, loss@max: 1.456331, Top1S acc: 98.437500, Top1T acc: 96.875000 Train:epoch: 7, loss@min: 1.174431, loss@max: 1.544819, Top1S acc: 99.609375, Top1T acc: 96.484375 Train:epoch: 8, loss@min: 1.085597, loss@max: 1.581109, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 9, loss@min: 1.031795, loss@max: 1.574368, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 10, loss@min: 1.010346, loss@max: 1.486138, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 11, loss@min: 1.110031, loss@max: 1.441819, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 1.143418, loss@max: 1.369499, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 13, loss@min: 1.150475, loss@max: 1.404509, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 14, loss@min: 1.072294, loss@max: 1.411338, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 1.027173, loss@max: 1.538043, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 0.952636, loss@max: 1.539614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.998125, loss@max: 1.464322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.020375, loss@max: 1.446938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.990109, loss@max: 1.514145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.009047, loss@max: 1.494338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.021772, loss@max: 1.486276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.013236, loss@max: 1.540803, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 1.028717, loss@max: 1.540085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.021002, loss@max: 1.519764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.999344, loss@max: 1.568992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.044631, loss@max: 1.556375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.038947, loss@max: 1.602414, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 0.999507, loss@max: 1.559435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.072304, loss@max: 1.620497, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 1.028817, loss@max: 1.563178, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.046817, loss@max: 1.570644, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 1.029399, loss@max: 1.604506, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 0.994316, loss@max: 1.580778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.049934, loss@max: 1.522195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.080972, loss@max: 1.548539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.997440, loss@max: 1.569142, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 1.013886, loss@max: 1.577511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.029673, loss@max: 1.597072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.002217, loss@max: 1.609184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.027557, loss@max: 1.550363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.046711, loss@max: 1.568367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.024374, loss@max: 1.503334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.050924, loss@max: 1.558191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.022241, loss@max: 1.590650, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 0.991982, loss@max: 1.559117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.992654, loss@max: 1.577547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.003022, loss@max: 1.587865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.992868, loss@max: 1.581754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.004216, loss@max: 1.537613, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 1.017789, loss@max: 1.540885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.061930, loss@max: 1.468808, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.047104, loss@max: 1.511453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.026871, loss@max: 1.517824, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 0.952927, loss@max: 1.584051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.994245, loss@max: 1.572860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.961347, loss@max: 1.573517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.972973, loss@max: 1.540827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.992029, loss@max: 1.514316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.990803, loss@max: 1.539547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.008312, loss@max: 1.504400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.992679, loss@max: 1.526702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.996111, loss@max: 1.539851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.984490, loss@max: 1.515712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.014870, loss@max: 1.472776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.024434, loss@max: 1.492133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.024459, loss@max: 1.476785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.014358, loss@max: 1.476204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.980254, loss@max: 1.540372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.980406, loss@max: 1.496564, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 70, loss@min: 0.977085, loss@max: 1.500765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.969847, loss@max: 1.505162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.997204, loss@max: 1.456351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.983445, loss@max: 1.462864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.018063, loss@max: 1.431716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.990779, loss@max: 1.446429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.996165, loss@max: 1.445317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.997237, loss@max: 1.468490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.973831, loss@max: 1.481149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.964047, loss@max: 1.486546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.954571, loss@max: 1.465729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.578861, LT: 1.593159, Top1S: 57.418236, Top1T: 57.281437Best acc: 57.418236 Train:epoch: 81, loss@min: 0.956552, loss@max: 1.472201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.579182, LT: 1.595104, Top1S: 57.617214, Top1T: 57.306309Best acc: 57.617214 Train:epoch: 82, loss@min: 0.955452, loss@max: 1.481813, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.579224, LT: 1.596057, Top1S: 57.592342, Top1T: 57.430672 Train:epoch: 83, loss@min: 0.988800, loss@max: 1.424958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.580583, LT: 1.596300, Top1S: 57.467979, Top1T: 57.430672 Train:epoch: 84, loss@min: 0.981038, loss@max: 1.446252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.583089, LT: 1.595597, Top1S: 57.380924, Top1T: 57.430672 Train:epoch: 85, loss@min: 0.991392, loss@max: 1.410131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.585953, LT: 1.594949, Top1S: 57.281437, Top1T: 57.492851 Train:epoch: 86, loss@min: 0.986661, loss@max: 1.417517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.587516, LT: 1.595016, Top1S: 57.281437, Top1T: 57.368488 Train:epoch: 87, loss@min: 1.006527, loss@max: 1.417754, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 87, LS: 1.586383, LT: 1.596210, Top1S: 57.455544, Top1T: 57.206818 Train:epoch: 88, loss@min: 0.967230, loss@max: 1.456021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.584278, LT: 1.597921, Top1S: 57.642086, Top1T: 57.181946Best acc: 57.642086 Train:epoch: 89, loss@min: 0.965850, loss@max: 1.434025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.583108, LT: 1.599088, Top1S: 57.741577, Top1T: 57.107327Best acc: 57.741577 Train:epoch: 90, loss@min: 0.965311, loss@max: 1.452045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.583647, LT: 1.598754, Top1S: 57.617214, Top1T: 57.169510 Train:epoch: 91, loss@min: 0.966129, loss@max: 1.447177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.585093, LT: 1.597075, Top1S: 57.530159, Top1T: 57.356052 Train:epoch: 92, loss@min: 0.961111, loss@max: 1.439585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.586444, LT: 1.594941, Top1S: 57.480415, Top1T: 57.356052 Train:epoch: 93, loss@min: 0.970704, loss@max: 1.428688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.586801, LT: 1.594277, Top1S: 57.505287, Top1T: 57.430672 Train:epoch: 94, loss@min: 0.965238, loss@max: 1.420455, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.586890, LT: 1.594441, Top1S: 57.405796, Top1T: 57.604778 Train:epoch: 95, loss@min: 0.985735, loss@max: 1.404874, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 9 17:12:20 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.144072, loss@max: 1.576803, Top1S acc: 100.000000, Top1T acc: 51.953125 Train:epoch: 2, loss@min: 3.447774, loss@max: 1.576630, Top1S acc: 100.000000, Top1T acc: 62.890625 Train:epoch: 3, loss@min: 3.029457, loss@max: 1.617262, Top1S acc: 100.000000, Top1T acc: 64.843750 Train:epoch: 4, loss@min: 3.109107, loss@max: 1.746839, Top1S acc: 100.000000, Top1T acc: 64.453125 Train:epoch: 5, loss@min: 2.661835, loss@max: 1.719302, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 6, loss@min: 2.204556, loss@max: 1.673838, Top1S acc: 100.000000, Top1T acc: 80.468750 Train:epoch: 7, loss@min: 2.112833, loss@max: 1.691285, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 8, loss@min: 1.900725, loss@max: 1.647927, Top1S acc: 100.000000, Top1T acc: 85.937500 Train:epoch: 9, loss@min: 1.816226, loss@max: 1.633586, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 10, loss@min: 1.605210, loss@max: 1.580367, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 11, loss@min: 1.675891, loss@max: 1.593380, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 12, loss@min: 1.478854, loss@max: 1.521369, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 13, loss@min: 1.589045, loss@max: 1.525848, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 14, loss@min: 1.538829, loss@max: 1.502761, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 15, loss@min: 1.653726, loss@max: 1.540055, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 16, loss@min: 1.396317, loss@max: 1.472361, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 17, loss@min: 1.360527, loss@max: 1.453408, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 18, loss@min: 1.251425, loss@max: 1.418746, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 19, loss@min: 1.387462, loss@max: 1.457558, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 20, loss@min: 1.223194, loss@max: 1.425099, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 21, loss@min: 1.242196, loss@max: 1.414233, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 22, loss@min: 1.320856, loss@max: 1.441895, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 23, loss@min: 1.157053, loss@max: 1.395187, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 24, loss@min: 1.200085, loss@max: 1.408119, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 25, loss@min: 1.126604, loss@max: 1.396728, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 26, loss@min: 1.136564, loss@max: 1.405515, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 27, loss@min: 1.149442, loss@max: 1.421825, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.123629, loss@max: 1.402051, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 29, loss@min: 1.095749, loss@max: 1.399678, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 30, loss@min: 1.078407, loss@max: 1.405619, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 1.067580, loss@max: 1.394887, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 32, loss@min: 1.048675, loss@max: 1.390372, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 33, loss@min: 1.087369, loss@max: 1.405334, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 34, loss@min: 1.033939, loss@max: 1.396638, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 35, loss@min: 1.047072, loss@max: 1.392030, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 36, loss@min: 1.077744, loss@max: 1.397880, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 37, loss@min: 1.038963, loss@max: 1.390111, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.018948, loss@max: 1.385041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.020814, loss@max: 1.385888, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 1.033561, loss@max: 1.396464, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 1.038737, loss@max: 1.401392, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 1.020813, loss@max: 1.399768, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 1.016514, loss@max: 1.385777, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 1.064822, loss@max: 1.401181, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 45, loss@min: 1.031310, loss@max: 1.392066, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 46, loss@min: 1.040122, loss@max: 1.391326, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 47, loss@min: 1.041781, loss@max: 1.414204, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 48, loss@min: 1.018719, loss@max: 1.395880, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 49, loss@min: 1.029789, loss@max: 1.395415, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 50, loss@min: 1.035746, loss@max: 1.401952, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 1.035253, loss@max: 1.399157, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 52, loss@min: 1.056495, loss@max: 1.421687, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 53, loss@min: 1.028600, loss@max: 1.408068, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 54, loss@min: 0.988919, loss@max: 1.378855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.091359, loss@max: 1.427445, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 56, loss@min: 0.982031, loss@max: 1.380048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.004901, loss@max: 1.403686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.003527, loss@max: 1.395825, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.985583, loss@max: 1.381454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.987957, loss@max: 1.390855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.984444, loss@max: 1.383300, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 62, loss@min: 1.002594, loss@max: 1.398796, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.997491, loss@max: 1.394108, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 1.030844, loss@max: 1.406180, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 65, loss@min: 0.995948, loss@max: 1.393761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.998129, loss@max: 1.389223, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 67, loss@min: 0.990813, loss@max: 1.395360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.023566, loss@max: 1.405168, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 1.039212, loss@max: 1.399915, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 70, loss@min: 1.003947, loss@max: 1.391536, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 71, loss@min: 0.989641, loss@max: 1.394616, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 72, loss@min: 0.981496, loss@max: 1.387394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.989565, loss@max: 1.389183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.018487, loss@max: 1.399352, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 75, loss@min: 0.978521, loss@max: 1.385620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.987101, loss@max: 1.386351, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 77, loss@min: 1.018144, loss@max: 1.396099, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 78, loss@min: 0.983875, loss@max: 1.387579, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 0.975233, loss@max: 1.385866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.981905, loss@max: 1.385449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.564831, LT: 1.550531, Top1S: 61.696308, Top1T: 61.596817Best acc: 61.696308 Train:epoch: 81, loss@min: 0.988756, loss@max: 1.381294, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 81, LS: 1.567806, LT: 1.553629, Top1S: 61.646564, Top1T: 61.509766 Train:epoch: 82, loss@min: 0.977184, loss@max: 1.380670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.570416, LT: 1.556742, Top1S: 61.634129, Top1T: 61.559509 Train:epoch: 83, loss@min: 0.982229, loss@max: 1.385028, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 1.572765, LT: 1.559783, Top1S: 61.696308, Top1T: 61.683872 Train:epoch: 84, loss@min: 0.993828, loss@max: 1.397837, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 84, LS: 1.575604, LT: 1.563167, Top1S: 61.770927, Top1T: 61.696308Best acc: 61.770927 Train:epoch: 85, loss@min: 0.977832, loss@max: 1.385911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.579588, LT: 1.566889, Top1S: 61.659000, Top1T: 61.659000 Train:epoch: 86, loss@min: 0.975232, loss@max: 1.380329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.582686, LT: 1.569953, Top1S: 61.571945, Top1T: 61.571945 Train:epoch: 87, loss@min: 1.041680, loss@max: 1.409775, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 87, LS: 1.585159, LT: 1.572065, Top1S: 61.596817, Top1T: 61.634129 Train:epoch: 88, loss@min: 1.007232, loss@max: 1.396626, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 88, LS: 1.586257, LT: 1.572476, Top1S: 61.659000, Top1T: 61.696308 Train:epoch: 89, loss@min: 0.972942, loss@max: 1.383637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.587808, LT: 1.574070, Top1S: 61.522202, Top1T: 61.721180 Train:epoch: 90, loss@min: 0.980786, loss@max: 1.384216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.589986, LT: 1.576603, Top1S: 61.547073, Top1T: 61.733616 Train:epoch: 91, loss@min: 0.984319, loss@max: 1.391587, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.591066, LT: 1.578185, Top1S: 61.559509, Top1T: 61.584381 Train:epoch: 92, loss@min: 1.004918, loss@max: 1.400316, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 1.590042, LT: 1.577237, Top1S: 61.634129, Top1T: 61.547073 Train:epoch: 93, loss@min: 0.985477, loss@max: 1.391326, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 1.589367, LT: 1.576295, Top1S: 61.559509, Top1T: 61.497330 Train:epoch: 94, loss@min: 0.969687, loss@max: 1.380795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.588756, LT: 1.575195, Top1S: 61.621693, Top1T: 61.422710 Train:epoch: 95, loss@min: 0.996754, loss@max: 1.393137, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 95, LS: 1.589234, LT: 1.575095, Top1S: 61.733616, Top1T: 61.435146 Train:epoch: 96, loss@min: 0.982839, loss@max: 1.382902, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 1.588311, LT: 1.573899, Top1S: 61.783363, Top1T: 61.547073Best acc: 61.783363 Train:epoch: 97, loss@min: 1.008664, loss@max: 1.393949, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 97, LS: 1.586824, LT: 1.572624, Top1S: 61.758492, Top1T: 61.497330 Train:epoch: 98, loss@min: 0.998133, loss@max: 1.394970, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 98, LS: 1.586089, LT: 1.572114, Top1S: 61.808235, Top1T: 61.534637Best acc: 61.808235 Train:epoch: 99, loss@min: 0.998335, loss@max: 1.390963, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 99, LS: 1.585148, LT: 1.571479, Top1S: 61.870419, Top1T: 61.646564Best acc: 61.870419 Train:epoch: 100, loss@min: 1.008189, loss@max: 1.395664, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 1.584465, LT: 1.570794, Top1S: 61.845543, Top1T: 61.634129 Train:epoch: 101, loss@min: 0.978053, loss@max: 1.388033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.585183, LT: 1.571340, Top1S: 61.808235, Top1T: 61.683872 Train:epoch: 102, loss@min: 0.969223, loss@max: 1.382773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.585726, LT: 1.571769, Top1S: 61.795799, Top1T: 61.708744 Train:epoch: 103, loss@min: 0.981182, loss@max: 1.387621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.587066, LT: 1.573073, Top1S: 61.733616, Top1T: 61.659000 Train:epoch: 104, loss@min: 0.987258, loss@max: 1.387337, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 104, LS: 1.589083, LT: 1.575362, Top1S: 61.783363, Top1T: 61.646564 Train:epoch: 105, loss@min: 0.975282, loss@max: 1.381582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.590548, LT: 1.577140, Top1S: 61.696308, Top1T: 61.571945 Train:epoch: 106, loss@min: 0.972223, loss@max: 1.381294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.593014, LT: 1.579645, Top1S: 61.659000, Top1T: 61.559509 Train:epoch: 107, loss@min: 0.966979, loss@max: 1.377890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.594607, LT: 1.580980, Top1S: 61.634129, Top1T: 61.559509 Train:epoch: 108, loss@min: 0.983401, loss@max: 1.385266, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 108, LS: 1.596807, LT: 1.582595, Top1S: 61.609257, Top1T: 61.596817 Train:epoch: 109, loss@min: 0.989927, loss@max: 1.388275, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 109, LS: 1.598181, LT: 1.583411, Top1S: 61.596817, Top1T: 61.609257 Train:epoch: 110, loss@min: 0.965479, loss@max: 1.377836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.599101, LT: 1.583943, Top1S: 61.659000, Top1T: 61.571945 Train:epoch: 111, loss@min: 0.975895, loss@max: 1.385701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.599853, LT: 1.584576, Top1S: 61.671436, Top1T: 61.584381 Train:epoch: 112, loss@min: 0.977885, loss@max: 1.380718, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 112, LS: 1.600283, LT: 1.585127, Top1S: 61.696308, Top1T: 61.584381 Train:epoch: 113, loss@min: 0.974227, loss@max: 1.383635, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.600477, LT: 1.585425, Top1S: 61.746056, Top1T: 61.534637 Train:epoch: 114, loss@min: 0.976537, loss@max: 1.379687, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 114, LS: 1.600741, LT: 1.585722, Top1S: 61.708744, Top1T: 61.547073 Train:epoch: 115, loss@min: 0.981608, loss@max: 1.383759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.600631, LT: 1.585598, Top1S: 61.795799, Top1T: 61.584381 Train:epoch: 116, loss@min: 0.971633, loss@max: 1.380373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.600431, LT: 1.585451, Top1S: 61.833107, Top1T: 61.646564 Train:epoch: 117, loss@min: 0.972458, loss@max: 1.378067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.600355, LT: 1.585447, Top1S: 61.845543, Top1T: 61.696308 Train:epoch: 118, loss@min: 0.976533, loss@max: 1.383426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.600445, LT: 1.585761, Top1S: 61.870419, Top1T: 61.708744 Train:epoch: 119, loss@min: 1.011878, loss@max: 1.393290, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 119, LS: 1.600787, LT: 1.586268, Top1S: 61.857979, Top1T: 61.696308 Train:epoch: 120, loss@min: 0.976131, loss@max: 1.381893, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 120, LS: 1.600777, LT: 1.586300, Top1S: 61.845543, Top1T: 61.708744 Train:epoch: 121, loss@min: 0.974929, loss@max: 1.381004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.600555, LT: 1.586078, Top1S: 61.820671, Top1T: 61.696308 Train:epoch: 122, loss@min: 0.980690, loss@max: 1.382590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.600489, LT: 1.585968, Top1S: 61.833107, Top1T: 61.721180 Train:epoch: 123, loss@min: 0.974841, loss@max: 1.383423, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.600528, LT: 1.585859, Top1S: 61.770927, Top1T: 61.683872 Train:epoch: 124, loss@min: 0.968407, loss@max: 1.372020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.600689, LT: 1.585916, Top1S: 61.820671, Top1T: 61.696308 Train:epoch: 125, loss@min: 1.004948, loss@max: 1.388573, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 125, LS: 1.600697, LT: 1.585829, Top1S: 61.795799, Top1T: 61.696308 Train:epoch: 126, loss@min: 1.000080, loss@max: 1.384713, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 126, LS: 1.600722, LT: 1.585670, Top1S: 61.758492, Top1T: 61.683872 Train:epoch: 127, loss@min: 1.024318, loss@max: 1.393101, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 127, LS: 1.600752, LT: 1.585568, Top1S: 61.770927, Top1T: 61.708744 Train:epoch: 128, loss@min: 0.981260, loss@max: 1.388798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.600748, LT: 1.585466, Top1S: 61.746056, Top1T: 61.746056 Train:epoch: 129, loss@min: 0.973908, loss@max: 1.381129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.600667, LT: 1.585314, Top1S: 61.758492, Top1T: 61.733616 Train:epoch: 130, loss@min: 0.968115, loss@max: 1.373835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.600491, LT: 1.585027, Top1S: 61.770927, Top1T: 61.795799 Train:epoch: 131, loss@min: 0.969749, loss@max: 1.377120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.600368, LT: 1.584861, Top1S: 61.770927, Top1T: 61.770927 Train:epoch: 132, loss@min: 0.975998, loss@max: 1.382964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.600319, LT: 1.584783, Top1S: 61.808235, Top1T: 61.758492 Train:epoch: 133, loss@min: 0.968718, loss@max: 1.376069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.600239, LT: 1.584702, Top1S: 61.820671, Top1T: 61.795799 Train:epoch: 134, loss@min: 0.970331, loss@max: 1.378690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.600233, LT: 1.584701, Top1S: 61.795799, Top1T: 61.795799 Train:epoch: 135, loss@min: 0.971493, loss@max: 1.377722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.600257, LT: 1.584692, Top1S: 61.808235, Top1T: 61.783363 Train:epoch: 136, loss@min: 0.971659, loss@max: 1.378521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.600201, LT: 1.584606, Top1S: 61.808235, Top1T: 61.758492 Train:epoch: 137, loss@min: 0.991278, loss@max: 1.387618, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 137, LS: 1.600106, LT: 1.584480, Top1S: 61.770927, Top1T: 61.770927 Train:epoch: 138, loss@min: 0.968513, loss@max: 1.377975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.600145, LT: 1.584488, Top1S: 61.770927, Top1T: 61.770927 Train:epoch: 139, loss@min: 0.983808, loss@max: 1.386581, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 139, LS: 1.600097, LT: 1.584424, Top1S: 61.770927, Top1T: 61.758492 Train:epoch: 140, loss@min: 0.975732, loss@max: 1.384641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.600071, LT: 1.584396, Top1S: 61.795799, Top1T: 61.783363 Train:epoch: 141, loss@min: 0.972266, loss@max: 1.379931, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.600060, LT: 1.584400, Top1S: 61.795799, Top1T: 61.795799 Train:epoch: 142, loss@min: 0.975287, loss@max: 1.383008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.600055, LT: 1.584403, Top1S: 61.795799, Top1T: 61.795799 Train:epoch: 143, loss@min: 0.997670, loss@max: 1.391208, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 143, LS: 1.600055, LT: 1.584415, Top1S: 61.795799, Top1T: 61.795799 Train:epoch: 144, loss@min: 0.998313, loss@max: 1.391773, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 144, LS: 1.600057, LT: 1.584427, Top1S: 61.795799, Top1T: 61.795799 Train:epoch: 145, loss@min: 0.975742, loss@max: 1.385169, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.600053, LT: 1.584432, Top1S: 61.795799, Top1T: 61.795799 Train:epoch: 146, loss@min: 0.970600, loss@max: 1.379317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.600043, LT: 1.584430, Top1S: 61.795799, Top1T: 61.795799 Train:epoch: 147, loss@min: 0.969301, loss@max: 1.378457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.600037, LT: 1.584425, Top1S: 61.795799, Top1T: 61.795799 Train:epoch: 148, loss@min: 0.971529, loss@max: 1.376343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.600034, LT: 1.584424, Top1S: 61.795799, Top1T: 61.795799 Train:epoch: 149, loss@min: 0.976469, loss@max: 1.381426, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 149, LS: 1.600033, LT: 1.584424, Top1S: 61.795799, Top1T: 61.795799 Train:epoch: 150, loss@min: 0.976311, loss@max: 1.382888, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.600033, LT: 1.584424, Top1S: 61.795799, Top1T: 61.795799 ------------------------------------------- Wed Aug 9 19:49:57 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 9 20:09:19 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.564903, loss@max: 1.631250, Top1S acc: 100.000000, Top1T acc: 57.142857 Train:epoch: 2, loss@min: 3.900108, loss@max: 1.597019, Top1S acc: 100.000000, Top1T acc: 56.632652 Train:epoch: 3, loss@min: 3.258924, loss@max: 1.552969, Top1S acc: 100.000000, Top1T acc: 68.367348 Train:epoch: 4, loss@min: 3.092147, loss@max: 1.618174, Top1S acc: 100.000000, Top1T acc: 64.795921 Train:epoch: 5, loss@min: 2.645063, loss@max: 1.593496, Top1S acc: 100.000000, Top1T acc: 72.959183 Train:epoch: 6, loss@min: 2.575173, loss@max: 1.646953, Top1S acc: 100.000000, Top1T acc: 75.510201 Train:epoch: 7, loss@min: 2.290352, loss@max: 1.639516, Top1S acc: 100.000000, Top1T acc: 77.040817 Train:epoch: 8, loss@min: 2.118150, loss@max: 1.651084, Top1S acc: 100.000000, Top1T acc: 82.142853 Train:epoch: 9, loss@min: 2.055103, loss@max: 1.678480, Top1S acc: 100.000000, Top1T acc: 83.673470 Train:epoch: 10, loss@min: 1.826840, loss@max: 1.649101, Top1S acc: 100.000000, Top1T acc: 86.224487 Train:epoch: 11, loss@min: 1.646262, loss@max: 1.629380, Top1S acc: 100.000000, Top1T acc: 90.816322 Train:epoch: 12, loss@min: 1.883618, loss@max: 1.693166, Top1S acc: 100.000000, Top1T acc: 90.306122 Train:epoch: 13, loss@min: 1.442533, loss@max: 1.586257, Top1S acc: 100.000000, Top1T acc: 91.836731 Train:epoch: 14, loss@min: 1.370898, loss@max: 1.566645, Top1S acc: 100.000000, Top1T acc: 93.367348 Train:epoch: 15, loss@min: 1.409505, loss@max: 1.564584, Top1S acc: 100.000000, Top1T acc: 92.857140 Train:epoch: 16, loss@min: 1.438414, loss@max: 1.576442, Top1S acc: 100.000000, Top1T acc: 91.326530 Train:epoch: 17, loss@min: 1.245682, loss@max: 1.513933, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 18, loss@min: 1.319443, loss@max: 1.526211, Top1S acc: 100.000000, Top1T acc: 93.877548 Train:epoch: 19, loss@min: 1.219185, loss@max: 1.482797, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 20, loss@min: 1.210926, loss@max: 1.474450, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 21, loss@min: 1.172179, loss@max: 1.459745, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 22, loss@min: 1.159965, loss@max: 1.431386, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 23, loss@min: 1.181278, loss@max: 1.438527, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 24, loss@min: 1.190609, loss@max: 1.435966, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 25, loss@min: 1.171113, loss@max: 1.425933, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 26, loss@min: 1.186953, loss@max: 1.437902, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 27, loss@min: 1.126406, loss@max: 1.404587, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 28, loss@min: 1.144416, loss@max: 1.407743, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 29, loss@min: 1.155923, loss@max: 1.421868, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 30, loss@min: 1.045938, loss@max: 1.375216, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 31, loss@min: 1.116209, loss@max: 1.406402, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 32, loss@min: 1.094113, loss@max: 1.401630, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 33, loss@min: 1.028549, loss@max: 1.369205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.049185, loss@max: 1.377641, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 35, loss@min: 1.066349, loss@max: 1.384369, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 36, loss@min: 1.038292, loss@max: 1.368772, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 37, loss@min: 1.090611, loss@max: 1.379852, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 38, loss@min: 1.056394, loss@max: 1.372123, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 39, loss@min: 1.055688, loss@max: 1.375062, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 40, loss@min: 1.088889, loss@max: 1.392330, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 41, loss@min: 1.014550, loss@max: 1.367954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.043746, loss@max: 1.389825, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 43, loss@min: 1.011919, loss@max: 1.381147, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 44, loss@min: 1.000999, loss@max: 1.371001, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.040693, loss@max: 1.390647, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 46, loss@min: 0.981212, loss@max: 1.366782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.007079, loss@max: 1.387778, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 48, loss@min: 1.002114, loss@max: 1.391578, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 49, loss@min: 1.046138, loss@max: 1.405385, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 50, loss@min: 1.001135, loss@max: 1.381952, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 51, loss@min: 1.011373, loss@max: 1.393466, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 52, loss@min: 0.995266, loss@max: 1.390411, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 53, loss@min: 1.060762, loss@max: 1.406797, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 54, loss@min: 0.996670, loss@max: 1.382323, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 55, loss@min: 0.998282, loss@max: 1.394230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.055765, loss@max: 1.409457, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 57, loss@min: 0.987693, loss@max: 1.389222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.989572, loss@max: 1.390376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.002901, loss@max: 1.388235, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 60, loss@min: 0.998757, loss@max: 1.390388, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 61, loss@min: 0.990720, loss@max: 1.390027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.979787, loss@max: 1.380871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.999403, loss@max: 1.399630, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 64, loss@min: 0.980775, loss@max: 1.378943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.976706, loss@max: 1.381012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.978160, loss@max: 1.384208, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.987325, loss@max: 1.391466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.977507, loss@max: 1.378623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.977243, loss@max: 1.382601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.981253, loss@max: 1.379242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.980573, loss@max: 1.380845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.996796, loss@max: 1.391737, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 73, loss@min: 0.978805, loss@max: 1.381964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.989790, loss@max: 1.382699, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 75, loss@min: 0.985212, loss@max: 1.381895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.978478, loss@max: 1.379711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.989233, loss@max: 1.386918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.003884, loss@max: 1.393065, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 79, loss@min: 0.978634, loss@max: 1.378763, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.986071, loss@max: 1.387721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.612043, LT: 1.610483, Top1S: 58.363392, Top1T: 58.226593Best acc: 58.363392 Train:epoch: 81, loss@min: 0.982921, loss@max: 1.381350, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.613196, LT: 1.612159, Top1S: 58.388264, Top1T: 58.077354Best acc: 58.388264 Train:epoch: 82, loss@min: 0.976883, loss@max: 1.380603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.614629, LT: 1.613864, Top1S: 58.413136, Top1T: 58.077354Best acc: 58.413136 Train:epoch: 83, loss@min: 0.975332, loss@max: 1.383352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.616057, LT: 1.615409, Top1S: 58.438007, Top1T: 58.089790Best acc: 58.438007 Train:epoch: 84, loss@min: 0.975319, loss@max: 1.381405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.617731, LT: 1.616943, Top1S: 58.487751, Top1T: 58.077354Best acc: 58.487751 Train:epoch: 85, loss@min: 0.981624, loss@max: 1.382040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.618915, LT: 1.617794, Top1S: 58.500191, Top1T: 58.052483Best acc: 58.500191 Train:epoch: 86, loss@min: 0.978791, loss@max: 1.387561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.619877, LT: 1.618455, Top1S: 58.438007, Top1T: 58.027611 Train:epoch: 87, loss@min: 0.974995, loss@max: 1.376729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.620566, LT: 1.618906, Top1S: 58.525063, Top1T: 58.052483Best acc: 58.525063 Train:epoch: 88, loss@min: 0.996148, loss@max: 1.389377, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 88, LS: 1.620860, LT: 1.619059, Top1S: 58.462879, Top1T: 58.002739 Train:epoch: 89, loss@min: 0.995700, loss@max: 1.389017, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 89, LS: 1.621194, LT: 1.619301, Top1S: 58.462879, Top1T: 58.002739 Train:epoch: 90, loss@min: 0.976887, loss@max: 1.381692, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.621562, LT: 1.619538, Top1S: 58.438007, Top1T: 58.040047 Train:epoch: 91, loss@min: 0.990430, loss@max: 1.388303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.621619, LT: 1.619471, Top1S: 58.438007, Top1T: 58.139538 Train:epoch: 92, loss@min: 0.976636, loss@max: 1.378485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.621185, LT: 1.619106, Top1S: 58.462879, Top1T: 58.189281 Train:epoch: 93, loss@min: 0.980449, loss@max: 1.380093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.620664, LT: 1.618668, Top1S: 58.487751, Top1T: 58.176846 Train:epoch: 94, loss@min: 0.972712, loss@max: 1.375339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.620227, LT: 1.618450, Top1S: 58.462879, Top1T: 58.189281 Train:epoch: 95, loss@min: 1.012549, loss@max: 1.393710, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 95, LS: 1.620275, LT: 1.618655, Top1S: 58.438007, Top1T: 58.226593 Train:epoch: 96, loss@min: 1.001221, loss@max: 1.394191, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 96, LS: 1.620420, LT: 1.618948, Top1S: 58.450443, Top1T: 58.251465 Train:epoch: 97, loss@min: 0.990814, loss@max: 1.386606, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 97, LS: 1.620557, LT: 1.619165, Top1S: 58.438007, Top1T: 58.201717 Train:epoch: 98, loss@min: 0.988006, loss@max: 1.394372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.620523, LT: 1.619214, Top1S: 58.475315, Top1T: 58.151974 Train:epoch: 99, loss@min: 0.982042, loss@max: 1.383860, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 99, LS: 1.620481, LT: 1.619290, Top1S: 58.537498, Top1T: 58.139538Best acc: 58.537498 Train:epoch: 100, loss@min: 0.973052, loss@max: 1.379196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.620632, LT: 1.619503, Top1S: 58.525063, Top1T: 58.151974 Train:epoch: 101, loss@min: 0.988133, loss@max: 1.385849, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 101, LS: 1.620962, LT: 1.619823, Top1S: 58.487751, Top1T: 58.176846 Train:epoch: 102, loss@min: 0.975099, loss@max: 1.382321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.621157, LT: 1.620019, Top1S: 58.487751, Top1T: 58.176846 Train:epoch: 103, loss@min: 0.970160, loss@max: 1.385415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.621376, LT: 1.620313, Top1S: 58.475315, Top1T: 58.214153 Train:epoch: 104, loss@min: 0.977909, loss@max: 1.382557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.621675, LT: 1.620646, Top1S: 58.512627, Top1T: 58.239029 Train:epoch: 105, loss@min: 0.971121, loss@max: 1.374878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.622096, LT: 1.621000, Top1S: 58.512627, Top1T: 58.201717 Train:epoch: 106, loss@min: 0.973186, loss@max: 1.376416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.622441, LT: 1.621319, Top1S: 58.525063, Top1T: 58.176846 Train:epoch: 107, loss@min: 0.973627, loss@max: 1.377295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.622831, LT: 1.621592, Top1S: 58.537498, Top1T: 58.189281 Train:epoch: 108, loss@min: 0.979464, loss@max: 1.382432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.623271, LT: 1.621896, Top1S: 58.525063, Top1T: 58.201717 Train:epoch: 109, loss@min: 0.973753, loss@max: 1.379171, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.623684, LT: 1.622117, Top1S: 58.537498, Top1T: 58.176846 Train:epoch: 110, loss@min: 0.982284, loss@max: 1.382986, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 110, LS: 1.623722, LT: 1.622057, Top1S: 58.587242, Top1T: 58.189281Best acc: 58.587242 Train:epoch: 111, loss@min: 0.971697, loss@max: 1.375253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.623752, LT: 1.621987, Top1S: 58.574806, Top1T: 58.176846 Train:epoch: 112, loss@min: 0.970893, loss@max: 1.376986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.623805, LT: 1.621968, Top1S: 58.574806, Top1T: 58.201717 Train:epoch: 113, loss@min: 0.980783, loss@max: 1.382497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.623852, LT: 1.621906, Top1S: 58.574806, Top1T: 58.214153 Train:epoch: 114, loss@min: 0.973890, loss@max: 1.377505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.624031, LT: 1.621989, Top1S: 58.537498, Top1T: 58.214153 Train:epoch: 115, loss@min: 1.005338, loss@max: 1.394514, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 115, LS: 1.624134, LT: 1.622083, Top1S: 58.574806, Top1T: 58.201717 Train:epoch: 116, loss@min: 0.970574, loss@max: 1.376932, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.624295, LT: 1.622223, Top1S: 58.574806, Top1T: 58.214153 Train:epoch: 117, loss@min: 0.972743, loss@max: 1.378094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.624375, LT: 1.622352, Top1S: 58.599678, Top1T: 58.201717Best acc: 58.599678 Train:epoch: 118, loss@min: 0.977355, loss@max: 1.384213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.624377, LT: 1.622510, Top1S: 58.562370, Top1T: 58.201717 Train:epoch: 119, loss@min: 0.992664, loss@max: 1.386775, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 119, LS: 1.624417, LT: 1.622706, Top1S: 58.549934, Top1T: 58.201717 Train:epoch: 120, loss@min: 0.972995, loss@max: 1.379025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.624390, LT: 1.622821, Top1S: 58.525063, Top1T: 58.189281 Train:epoch: 121, loss@min: 0.981649, loss@max: 1.383902, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 121, LS: 1.624377, LT: 1.622937, Top1S: 58.525063, Top1T: 58.201717 Train:epoch: 122, loss@min: 0.971454, loss@max: 1.383424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.624362, LT: 1.623044, Top1S: 58.512627, Top1T: 58.189281 Train:epoch: 123, loss@min: 0.972542, loss@max: 1.378502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.624397, LT: 1.623142, Top1S: 58.512627, Top1T: 58.176846 Train:epoch: 124, loss@min: 0.974276, loss@max: 1.379680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.624450, LT: 1.623270, Top1S: 58.512627, Top1T: 58.189281 Train:epoch: 125, loss@min: 0.976014, loss@max: 1.383953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.624476, LT: 1.623349, Top1S: 58.537498, Top1T: 58.201717 Train:epoch: 126, loss@min: 0.981277, loss@max: 1.388909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.624630, LT: 1.623509, Top1S: 58.549934, Top1T: 58.189281 Train:epoch: 127, loss@min: 0.984630, loss@max: 1.386896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.624774, LT: 1.623663, Top1S: 58.574806, Top1T: 58.164410 Train:epoch: 128, loss@min: 0.967320, loss@max: 1.369691, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.624891, LT: 1.623792, Top1S: 58.549934, Top1T: 58.151974 Train:epoch: 129, loss@min: 0.975708, loss@max: 1.383426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.624983, LT: 1.623900, Top1S: 58.537498, Top1T: 58.164410 Train:epoch: 130, loss@min: 0.979429, loss@max: 1.384146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.625002, LT: 1.623930, Top1S: 58.562370, Top1T: 58.164410 Train:epoch: 131, loss@min: 0.974053, loss@max: 1.376882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.625013, LT: 1.623922, Top1S: 58.574806, Top1T: 58.164410 Train:epoch: 132, loss@min: 0.975934, loss@max: 1.380833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.624997, LT: 1.623891, Top1S: 58.562370, Top1T: 58.151974 Train:epoch: 133, loss@min: 0.976878, loss@max: 1.385087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.624990, LT: 1.623867, Top1S: 58.574806, Top1T: 58.176846 Train:epoch: 134, loss@min: 0.976331, loss@max: 1.378657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.624983, LT: 1.623852, Top1S: 58.599678, Top1T: 58.189281 Train:epoch: 135, loss@min: 0.981383, loss@max: 1.389373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.624995, LT: 1.623852, Top1S: 58.587242, Top1T: 58.201717 Train:epoch: 136, loss@min: 0.995919, loss@max: 1.388741, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 136, LS: 1.625012, LT: 1.623856, Top1S: 58.599678, Top1T: 58.201717 Train:epoch: 137, loss@min: 0.978557, loss@max: 1.382208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.625027, LT: 1.623856, Top1S: 58.574806, Top1T: 58.201717 Train:epoch: 138, loss@min: 0.970686, loss@max: 1.378763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.625038, LT: 1.623857, Top1S: 58.587242, Top1T: 58.226593 Train:epoch: 139, loss@min: 0.972710, loss@max: 1.377765, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.625050, LT: 1.623857, Top1S: 58.574806, Top1T: 58.226593 Train:epoch: 140, loss@min: 0.997302, loss@max: 1.390342, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 140, LS: 1.625061, LT: 1.623864, Top1S: 58.574806, Top1T: 58.226593 Train:epoch: 141, loss@min: 0.972242, loss@max: 1.374218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.625073, LT: 1.623870, Top1S: 58.562370, Top1T: 58.226593 Train:epoch: 142, loss@min: 0.977852, loss@max: 1.384259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.625085, LT: 1.623877, Top1S: 58.549934, Top1T: 58.239029 Train:epoch: 143, loss@min: 0.969875, loss@max: 1.377459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.625093, LT: 1.623881, Top1S: 58.549934, Top1T: 58.239029 Train:epoch: 144, loss@min: 0.986026, loss@max: 1.387685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.625086, LT: 1.623875, Top1S: 58.549934, Top1T: 58.239029 Train:epoch: 145, loss@min: 0.970883, loss@max: 1.376870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.625082, LT: 1.623871, Top1S: 58.549934, Top1T: 58.239029 Train:epoch: 146, loss@min: 0.972735, loss@max: 1.377996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.625082, LT: 1.623871, Top1S: 58.549934, Top1T: 58.239029 Train:epoch: 147, loss@min: 0.972978, loss@max: 1.378742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.625084, LT: 1.623871, Top1S: 58.549934, Top1T: 58.239029 Train:epoch: 148, loss@min: 0.968465, loss@max: 1.375531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.625084, LT: 1.623871, Top1S: 58.549934, Top1T: 58.239029 Train:epoch: 149, loss@min: 0.990148, loss@max: 1.386601, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 149, LS: 1.625084, LT: 1.623871, Top1S: 58.549934, Top1T: 58.239029 Train:epoch: 150, loss@min: 0.976168, loss@max: 1.383179, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.625084, LT: 1.623871, Top1S: 58.549934, Top1T: 58.239029 ------------------------------------------- Wed Aug 9 22:37:15 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 9 22:47:29 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.220686, loss@max: 1.800106, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 2, loss@min: 4.619994, loss@max: 1.801255, Top1S acc: 100.000000, Top1T acc: 54.296875 Train:epoch: 3, loss@min: 4.143123, loss@max: 1.829223, Top1S acc: 100.000000, Top1T acc: 55.859375 Train:epoch: 4, loss@min: 3.615368, loss@max: 1.816220, Top1S acc: 100.000000, Top1T acc: 61.718750 Train:epoch: 5, loss@min: 3.251271, loss@max: 1.846363, Top1S acc: 100.000000, Top1T acc: 64.453125 Train:epoch: 6, loss@min: 2.799636, loss@max: 1.811991, Top1S acc: 100.000000, Top1T acc: 72.656250 Train:epoch: 7, loss@min: 2.595218, loss@max: 1.828373, Top1S acc: 100.000000, Top1T acc: 75.781250 Train:epoch: 8, loss@min: 2.467025, loss@max: 1.839691, Top1S acc: 100.000000, Top1T acc: 78.125000 Train:epoch: 9, loss@min: 2.157742, loss@max: 1.789542, Top1S acc: 100.000000, Top1T acc: 82.031250 Train:epoch: 10, loss@min: 2.100799, loss@max: 1.788533, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 11, loss@min: 2.004252, loss@max: 1.758162, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 12, loss@min: 1.727810, loss@max: 1.671257, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 13, loss@min: 1.747824, loss@max: 1.675046, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 14, loss@min: 1.611674, loss@max: 1.605955, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 15, loss@min: 1.673736, loss@max: 1.634840, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 16, loss@min: 1.519025, loss@max: 1.560647, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 17, loss@min: 1.437044, loss@max: 1.524714, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 18, loss@min: 1.487997, loss@max: 1.541630, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 19, loss@min: 1.351589, loss@max: 1.481680, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 20, loss@min: 1.365333, loss@max: 1.494048, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 21, loss@min: 1.344599, loss@max: 1.494208, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 22, loss@min: 1.197155, loss@max: 1.445416, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 1.177543, loss@max: 1.441889, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 24, loss@min: 1.222481, loss@max: 1.468796, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 25, loss@min: 1.187351, loss@max: 1.461459, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 26, loss@min: 1.124234, loss@max: 1.430270, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 27, loss@min: 1.092481, loss@max: 1.416984, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.085987, loss@max: 1.428317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.065204, loss@max: 1.420717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.053594, loss@max: 1.410599, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.061787, loss@max: 1.430577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.029786, loss@max: 1.410967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.044711, loss@max: 1.416083, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 34, loss@min: 1.032306, loss@max: 1.412598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.031997, loss@max: 1.416832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.024581, loss@max: 1.409004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.003405, loss@max: 1.390915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.014376, loss@max: 1.395325, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.005645, loss@max: 1.398894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.004109, loss@max: 1.386764, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 1.008650, loss@max: 1.401344, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.993567, loss@max: 1.392566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.984454, loss@max: 1.384614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.987339, loss@max: 1.386266, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.986843, loss@max: 1.389716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.990961, loss@max: 1.390685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.980570, loss@max: 1.382797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.982137, loss@max: 1.386470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.985879, loss@max: 1.392184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.986134, loss@max: 1.394258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.977209, loss@max: 1.379911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.977287, loss@max: 1.378270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.991113, loss@max: 1.395078, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 0.981131, loss@max: 1.392168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.973014, loss@max: 1.386541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.976350, loss@max: 1.383846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.979993, loss@max: 1.392061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.970944, loss@max: 1.384516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.967246, loss@max: 1.377354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.968758, loss@max: 1.378550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.972032, loss@max: 1.381989, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.964652, loss@max: 1.376310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.965406, loss@max: 1.382434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.962747, loss@max: 1.379616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.967341, loss@max: 1.378679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.970576, loss@max: 1.382981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.966413, loss@max: 1.374646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.977181, loss@max: 1.388828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.964209, loss@max: 1.386674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.958937, loss@max: 1.379624, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.962270, loss@max: 1.376898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.967071, loss@max: 1.380262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.968356, loss@max: 1.378257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.960511, loss@max: 1.375826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.961885, loss@max: 1.378785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.964566, loss@max: 1.377856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.964752, loss@max: 1.378155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.965094, loss@max: 1.377821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.960461, loss@max: 1.377211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.964490, loss@max: 1.382742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.714079, LT: 1.698856, Top1S: 64.952721, Top1T: 64.952721Best acc: 64.952721 Train:epoch: 81, loss@min: 0.962849, loss@max: 1.379232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.715139, LT: 1.700002, Top1S: 65.011818, Top1T: 65.011818Best acc: 65.011818 Train:epoch: 82, loss@min: 0.961240, loss@max: 1.372682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.716104, LT: 1.701056, Top1S: 65.011818, Top1T: 64.893616 Train:epoch: 83, loss@min: 0.969557, loss@max: 1.377585, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 1.716911, LT: 1.701887, Top1S: 64.952721, Top1T: 65.011818 Train:epoch: 84, loss@min: 0.959013, loss@max: 1.374130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.717642, LT: 1.702649, Top1S: 65.070923, Top1T: 65.011818Best acc: 65.070923 Train:epoch: 85, loss@min: 0.960989, loss@max: 1.378537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.718829, LT: 1.703571, Top1S: 65.130020, Top1T: 64.952721Best acc: 65.130020 Train:epoch: 86, loss@min: 0.967001, loss@max: 1.383541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.719427, LT: 1.704182, Top1S: 65.189125, Top1T: 65.070923Best acc: 65.189125 Train:epoch: 87, loss@min: 0.959992, loss@max: 1.373520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.720181, LT: 1.704722, Top1S: 65.070923, Top1T: 65.011818 Train:epoch: 88, loss@min: 0.963247, loss@max: 1.378114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.721345, LT: 1.705451, Top1S: 65.130020, Top1T: 65.070923 Train:epoch: 89, loss@min: 0.964915, loss@max: 1.376729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.722473, LT: 1.706634, Top1S: 65.070923, Top1T: 65.130020 Train:epoch: 90, loss@min: 0.961998, loss@max: 1.377222, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.723409, LT: 1.707967, Top1S: 65.130020, Top1T: 65.130020 Train:epoch: 91, loss@min: 0.957656, loss@max: 1.376776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.724477, LT: 1.709398, Top1S: 64.952721, Top1T: 65.189125 Train:epoch: 92, loss@min: 0.960417, loss@max: 1.376636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.726043, LT: 1.710910, Top1S: 64.952721, Top1T: 65.070923 Train:epoch: 93, loss@min: 0.963400, loss@max: 1.378804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.727871, LT: 1.712544, Top1S: 65.011818, Top1T: 64.952721 Train:epoch: 94, loss@min: 0.959575, loss@max: 1.372627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.729551, LT: 1.714013, Top1S: 64.952721, Top1T: 65.011818 Train:epoch: 95, loss@min: 0.959865, loss@max: 1.374120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.731316, LT: 1.715413, Top1S: 64.893616, Top1T: 65.011818 Train:epoch: 96, loss@min: 0.960025, loss@max: 1.375670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.732821, LT: 1.716633, Top1S: 64.834518, Top1T: 65.011818 Train:epoch: 97, loss@min: 0.961470, loss@max: 1.377091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.733934, LT: 1.717645, Top1S: 64.834518, Top1T: 64.952721 Train:epoch: 98, loss@min: 0.959616, loss@max: 1.376022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.734872, LT: 1.718634, Top1S: 64.834518, Top1T: 64.893616 Train:epoch: 99, loss@min: 0.962941, loss@max: 1.378620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.736029, LT: 1.719803, Top1S: 64.893616, Top1T: 64.834518 Train:epoch: 100, loss@min: 0.960537, loss@max: 1.375045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.736816, LT: 1.720804, Top1S: 64.834518, Top1T: 64.834518 Train:epoch: 101, loss@min: 0.961722, loss@max: 1.374604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.737562, LT: 1.721954, Top1S: 64.775414, Top1T: 64.657211 Train:epoch: 102, loss@min: 0.967770, loss@max: 1.381323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.738162, LT: 1.722781, Top1S: 64.834518, Top1T: 64.716309 Train:epoch: 103, loss@min: 0.959880, loss@max: 1.378216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.739183, LT: 1.723902, Top1S: 64.834518, Top1T: 64.539009 Train:epoch: 104, loss@min: 0.963431, loss@max: 1.381113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.740023, LT: 1.724696, Top1S: 64.952721, Top1T: 64.598106 Train:epoch: 105, loss@min: 0.957093, loss@max: 1.371481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.740922, LT: 1.725267, Top1S: 65.070923, Top1T: 64.598106 Train:epoch: 106, loss@min: 0.958365, loss@max: 1.372967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.741854, LT: 1.725778, Top1S: 65.130020, Top1T: 64.834518 Train:epoch: 107, loss@min: 0.959588, loss@max: 1.374560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.742852, LT: 1.726486, Top1S: 65.130020, Top1T: 64.834518 Train:epoch: 108, loss@min: 0.958583, loss@max: 1.372214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.743553, LT: 1.727160, Top1S: 65.070923, Top1T: 64.952721 Train:epoch: 109, loss@min: 0.961181, loss@max: 1.376515, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.744126, LT: 1.727805, Top1S: 65.011818, Top1T: 64.952721 Train:epoch: 110, loss@min: 0.959520, loss@max: 1.371817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.744548, LT: 1.728298, Top1S: 65.011818, Top1T: 64.893616 Train:epoch: 111, loss@min: 0.958702, loss@max: 1.372730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.745143, LT: 1.728805, Top1S: 64.952721, Top1T: 64.893616 Train:epoch: 112, loss@min: 0.959026, loss@max: 1.374351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.745815, LT: 1.729395, Top1S: 65.011818, Top1T: 64.952721 Train:epoch: 113, loss@min: 0.957695, loss@max: 1.376923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.746304, LT: 1.729886, Top1S: 65.011818, Top1T: 64.893616 Train:epoch: 114, loss@min: 0.960630, loss@max: 1.379983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.747207, LT: 1.730735, Top1S: 65.130020, Top1T: 64.834518 Train:epoch: 115, loss@min: 0.962036, loss@max: 1.379822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.748157, LT: 1.731669, Top1S: 65.130020, Top1T: 64.893616 Train:epoch: 116, loss@min: 0.956974, loss@max: 1.374590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.749138, LT: 1.732623, Top1S: 65.011818, Top1T: 64.952721 Train:epoch: 117, loss@min: 0.957473, loss@max: 1.375905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.749859, LT: 1.733391, Top1S: 64.952721, Top1T: 64.952721 Train:epoch: 118, loss@min: 0.962784, loss@max: 1.377809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.750543, LT: 1.734046, Top1S: 64.952721, Top1T: 64.952721 Train:epoch: 119, loss@min: 0.958806, loss@max: 1.372001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.751203, LT: 1.734709, Top1S: 65.070923, Top1T: 65.011818 Train:epoch: 120, loss@min: 0.956958, loss@max: 1.370928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.751830, LT: 1.735315, Top1S: 65.070923, Top1T: 64.952721 Train:epoch: 121, loss@min: 0.959220, loss@max: 1.374211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.752345, LT: 1.735839, Top1S: 65.011818, Top1T: 64.952721 Train:epoch: 122, loss@min: 0.958237, loss@max: 1.374102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.752762, LT: 1.736244, Top1S: 65.011818, Top1T: 64.952721 Train:epoch: 123, loss@min: 0.959573, loss@max: 1.376375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.753146, LT: 1.736621, Top1S: 65.011818, Top1T: 64.952721 Train:epoch: 124, loss@min: 0.959536, loss@max: 1.377979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.753625, LT: 1.737042, Top1S: 65.070923, Top1T: 64.893616 Train:epoch: 125, loss@min: 0.959725, loss@max: 1.374221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.754006, LT: 1.737411, Top1S: 65.130020, Top1T: 64.893616 Train:epoch: 126, loss@min: 0.957198, loss@max: 1.374507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.754235, LT: 1.737655, Top1S: 65.130020, Top1T: 65.011818 Train:epoch: 127, loss@min: 0.955778, loss@max: 1.372447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.754396, LT: 1.737837, Top1S: 65.070923, Top1T: 64.893616 Train:epoch: 128, loss@min: 0.958329, loss@max: 1.374769, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.754507, LT: 1.738011, Top1S: 65.070923, Top1T: 64.893616 Train:epoch: 129, loss@min: 0.958637, loss@max: 1.374499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.754633, LT: 1.738186, Top1S: 65.011818, Top1T: 64.893616 Train:epoch: 130, loss@min: 0.956543, loss@max: 1.371043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.754785, LT: 1.738366, Top1S: 64.952721, Top1T: 64.834518 Train:epoch: 131, loss@min: 0.957605, loss@max: 1.367921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.754990, LT: 1.738562, Top1S: 64.952721, Top1T: 64.893616 Train:epoch: 132, loss@min: 0.958282, loss@max: 1.374713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.755159, LT: 1.738725, Top1S: 64.952721, Top1T: 64.893616 Train:epoch: 133, loss@min: 0.957805, loss@max: 1.375540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.755273, LT: 1.738835, Top1S: 64.952721, Top1T: 64.893616 Train:epoch: 134, loss@min: 0.955974, loss@max: 1.373261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.755388, LT: 1.738933, Top1S: 64.952721, Top1T: 64.893616 Train:epoch: 135, loss@min: 0.959377, loss@max: 1.376191, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.755531, LT: 1.739051, Top1S: 64.952721, Top1T: 64.893616 Train:epoch: 136, loss@min: 0.957141, loss@max: 1.374533, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.755681, LT: 1.739158, Top1S: 64.952721, Top1T: 64.893616 Train:epoch: 137, loss@min: 0.958874, loss@max: 1.374209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.755805, LT: 1.739251, Top1S: 64.952721, Top1T: 64.893616 Train:epoch: 138, loss@min: 0.958024, loss@max: 1.372712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.755896, LT: 1.739332, Top1S: 64.952721, Top1T: 64.893616 Train:epoch: 139, loss@min: 0.959460, loss@max: 1.373680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.755964, LT: 1.739392, Top1S: 65.011818, Top1T: 64.893616 Train:epoch: 140, loss@min: 0.957670, loss@max: 1.371864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.756001, LT: 1.739432, Top1S: 65.011818, Top1T: 64.893616 Train:epoch: 141, loss@min: 0.959464, loss@max: 1.375412, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.756053, LT: 1.739478, Top1S: 65.011818, Top1T: 64.893616 Train:epoch: 142, loss@min: 0.958211, loss@max: 1.374859, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 9 23:21:59 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Aug 9 23:22:09 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.617606, loss@max: 1.796547, Top1S acc: 100.000000, Top1T acc: 48.828125 Train:epoch: 2, loss@min: 5.237693, loss@max: 1.752473, Top1S acc: 100.000000, Top1T acc: 48.046875 Train:epoch: 3, loss@min: 4.927779, loss@max: 1.729580, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 4, loss@min: 4.560860, loss@max: 1.690343, Top1S acc: 100.000000, Top1T acc: 53.906250 Train:epoch: 5, loss@min: 4.331898, loss@max: 1.681061, Top1S acc: 100.000000, Top1T acc: 55.078125 Train:epoch: 6, loss@min: 3.986641, loss@max: 1.643967, Top1S acc: 100.000000, Top1T acc: 61.718750 Train:epoch: 7, loss@min: 3.779556, loss@max: 1.638504, Top1S acc: 100.000000, Top1T acc: 62.890625 Train:epoch: 8, loss@min: 3.718779, loss@max: 1.664734, Top1S acc: 100.000000, Top1T acc: 65.625000 Train:epoch: 9, loss@min: 3.440755, loss@max: 1.641263, Top1S acc: 100.000000, Top1T acc: 67.187500 Train:epoch: 10, loss@min: 3.394364, loss@max: 1.672643, Top1S acc: 100.000000, Top1T acc: 69.140625 Train:epoch: 11, loss@min: 3.266171, loss@max: 1.673331, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 12, loss@min: 2.886955, loss@max: 1.606592, Top1S acc: 100.000000, Top1T acc: 80.468750 Train:epoch: 13, loss@min: 2.903136, loss@max: 1.655643, Top1S acc: 100.000000, Top1T acc: 79.687500 Train:epoch: 14, loss@min: 2.673098, loss@max: 1.612252, Top1S acc: 100.000000, Top1T acc: 82.031250 Train:epoch: 15, loss@min: 2.757528, loss@max: 1.687164, Top1S acc: 100.000000, Top1T acc: 83.593750 Train:epoch: 16, loss@min: 2.474735, loss@max: 1.629821, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 17, loss@min: 2.364153, loss@max: 1.621951, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 18, loss@min: 2.414795, loss@max: 1.668657, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 19, loss@min: 2.133736, loss@max: 1.601115, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 20, loss@min: 2.174913, loss@max: 1.618635, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 21, loss@min: 2.113904, loss@max: 1.635656, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 22, loss@min: 1.882696, loss@max: 1.583740, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 23, loss@min: 1.820801, loss@max: 1.579531, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 24, loss@min: 1.914713, loss@max: 1.617686, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 25, loss@min: 1.802804, loss@max: 1.591092, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 26, loss@min: 1.636133, loss@max: 1.551036, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 27, loss@min: 1.584524, loss@max: 1.543628, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 28, loss@min: 1.577084, loss@max: 1.557340, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 29, loss@min: 1.513591, loss@max: 1.530828, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 30, loss@min: 1.478494, loss@max: 1.523442, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 31, loss@min: 1.488986, loss@max: 1.554691, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 32, loss@min: 1.393539, loss@max: 1.510538, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 33, loss@min: 1.410910, loss@max: 1.530143, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 34, loss@min: 1.376529, loss@max: 1.511220, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 35, loss@min: 1.367599, loss@max: 1.520423, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 36, loss@min: 1.332024, loss@max: 1.502930, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 37, loss@min: 1.254418, loss@max: 1.467705, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 38, loss@min: 1.268153, loss@max: 1.479280, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 39, loss@min: 1.270172, loss@max: 1.487971, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 40, loss@min: 1.212581, loss@max: 1.452114, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 41, loss@min: 1.236668, loss@max: 1.479514, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 42, loss@min: 1.180235, loss@max: 1.455539, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 43, loss@min: 1.130163, loss@max: 1.429505, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 1.156050, loss@max: 1.454364, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 1.166448, loss@max: 1.458511, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 46, loss@min: 1.141152, loss@max: 1.444844, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 1.102894, loss@max: 1.425084, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 1.110796, loss@max: 1.424765, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 49, loss@min: 1.125412, loss@max: 1.438043, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 50, loss@min: 1.100012, loss@max: 1.437905, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 1.072173, loss@max: 1.409006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.060461, loss@max: 1.406035, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.098680, loss@max: 1.432259, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 54, loss@min: 1.081363, loss@max: 1.429027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.067075, loss@max: 1.416099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.061633, loss@max: 1.420942, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.064912, loss@max: 1.423694, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 58, loss@min: 1.047759, loss@max: 1.414248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.031821, loss@max: 1.400109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.030835, loss@max: 1.405124, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 1.037928, loss@max: 1.412310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.018705, loss@max: 1.397431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.022546, loss@max: 1.402137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.017555, loss@max: 1.399478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.022292, loss@max: 1.404652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.022495, loss@max: 1.407699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.005285, loss@max: 1.391657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.033707, loss@max: 1.413814, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.019382, loss@max: 1.406562, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.004485, loss@max: 1.390382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.003405, loss@max: 1.392750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.016082, loss@max: 1.402578, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 1.008898, loss@max: 1.398331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.997787, loss@max: 1.391503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.004038, loss@max: 1.396396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.005054, loss@max: 1.400332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.002655, loss@max: 1.395886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.006268, loss@max: 1.397065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.994474, loss@max: 1.393979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.002101, loss@max: 1.401241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.676895, LT: 1.668007, Top1S: 64.361702, Top1T: 64.479904Best acc: 64.479904 Train:epoch: 81, loss@min: 0.999227, loss@max: 1.400826, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.678800, LT: 1.669917, Top1S: 64.420807, Top1T: 64.479904 Train:epoch: 82, loss@min: 0.991936, loss@max: 1.388527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.680611, LT: 1.671705, Top1S: 64.479904, Top1T: 64.479904 Train:epoch: 83, loss@min: 0.999957, loss@max: 1.392130, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 1.682209, LT: 1.673293, Top1S: 64.302597, Top1T: 64.598106Best acc: 64.598106 Train:epoch: 84, loss@min: 0.986874, loss@max: 1.383464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.683752, LT: 1.674813, Top1S: 64.361702, Top1T: 64.361702 Train:epoch: 85, loss@min: 0.992324, loss@max: 1.389087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.685330, LT: 1.676366, Top1S: 64.420807, Top1T: 64.420807 Train:epoch: 86, loss@min: 1.002617, loss@max: 1.401617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.686424, LT: 1.677436, Top1S: 64.598106, Top1T: 64.539009 Train:epoch: 87, loss@min: 0.987368, loss@max: 1.388002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.687500, LT: 1.678470, Top1S: 64.716309, Top1T: 64.598106Best acc: 64.716309 Train:epoch: 88, loss@min: 0.996605, loss@max: 1.394534, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 88, LS: 1.689072, LT: 1.679955, Top1S: 64.657211, Top1T: 64.657211 Train:epoch: 89, loss@min: 0.995017, loss@max: 1.395190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.691021, LT: 1.681789, Top1S: 64.716309, Top1T: 64.598106 Train:epoch: 90, loss@min: 0.993758, loss@max: 1.391588, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.692750, LT: 1.683433, Top1S: 64.657211, Top1T: 64.657211 Train:epoch: 91, loss@min: 0.987408, loss@max: 1.387408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.694259, LT: 1.684908, Top1S: 64.657211, Top1T: 64.716309 Train:epoch: 92, loss@min: 0.988561, loss@max: 1.386718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.696082, LT: 1.686691, Top1S: 64.657211, Top1T: 64.657211 Train:epoch: 93, loss@min: 0.995249, loss@max: 1.391787, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.697928, LT: 1.688507, Top1S: 64.716309, Top1T: 64.598106 Train:epoch: 94, loss@min: 0.983108, loss@max: 1.383776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.699284, LT: 1.689855, Top1S: 64.598106, Top1T: 64.539009 Train:epoch: 95, loss@min: 0.984430, loss@max: 1.385491, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.700411, LT: 1.690997, Top1S: 64.598106, Top1T: 64.657211 Train:epoch: 96, loss@min: 0.987095, loss@max: 1.389719, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.701277, LT: 1.691864, Top1S: 64.657211, Top1T: 64.716309 Train:epoch: 97, loss@min: 0.986126, loss@max: 1.391787, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.701961, LT: 1.692541, Top1S: 64.657211, Top1T: 64.716309 Train:epoch: 98, loss@min: 0.983264, loss@max: 1.388677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.702751, LT: 1.693314, Top1S: 64.775414, Top1T: 64.775414Best acc: 64.775414 Train:epoch: 99, loss@min: 0.988071, loss@max: 1.393910, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.703909, LT: 1.694423, Top1S: 64.834518, Top1T: 64.775414Best acc: 64.834518 Train:epoch: 100, loss@min: 0.985587, loss@max: 1.389091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.704860, LT: 1.695329, Top1S: 64.834518, Top1T: 64.716309 Train:epoch: 101, loss@min: 0.985255, loss@max: 1.386954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.706084, LT: 1.696516, Top1S: 64.775414, Top1T: 64.657211 Train:epoch: 102, loss@min: 1.004544, loss@max: 1.395632, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 102, LS: 1.706929, LT: 1.697333, Top1S: 64.716309, Top1T: 64.775414 Train:epoch: 103, loss@min: 0.988837, loss@max: 1.389318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.708073, LT: 1.698444, Top1S: 64.952721, Top1T: 64.893616Best acc: 64.952721 Train:epoch: 104, loss@min: 0.996846, loss@max: 1.393509, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 104, LS: 1.708802, LT: 1.699178, Top1S: 64.952721, Top1T: 65.011818Best acc: 65.011818 Train:epoch: 105, loss@min: 0.979977, loss@max: 1.381643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.709243, LT: 1.699628, Top1S: 65.070923, Top1T: 64.952721Best acc: 65.070923 Train:epoch: 106, loss@min: 0.980877, loss@max: 1.383352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.709602, LT: 1.700011, Top1S: 65.011818, Top1T: 64.952721 Train:epoch: 107, loss@min: 0.982494, loss@max: 1.388394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.710358, LT: 1.700781, Top1S: 64.952721, Top1T: 64.893616 Train:epoch: 108, loss@min: 0.980102, loss@max: 1.386083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.710949, LT: 1.701388, Top1S: 64.834518, Top1T: 64.893616 Train:epoch: 109, loss@min: 0.986244, loss@max: 1.389622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.711529, LT: 1.701986, Top1S: 64.716309, Top1T: 64.775414 Train:epoch: 110, loss@min: 0.978719, loss@max: 1.383068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.711888, LT: 1.702348, Top1S: 64.775414, Top1T: 64.657211 Train:epoch: 111, loss@min: 0.980353, loss@max: 1.384622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.712425, LT: 1.702873, Top1S: 64.775414, Top1T: 64.657211 Train:epoch: 112, loss@min: 0.979307, loss@max: 1.386698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.713006, LT: 1.703438, Top1S: 64.657211, Top1T: 64.716309 Train:epoch: 113, loss@min: 0.984358, loss@max: 1.388271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.713450, LT: 1.703861, Top1S: 64.775414, Top1T: 64.716309 Train:epoch: 114, loss@min: 0.989916, loss@max: 1.391374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.714454, LT: 1.704816, Top1S: 64.775414, Top1T: 64.657211 Train:epoch: 115, loss@min: 0.989203, loss@max: 1.394277, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 115, LS: 1.715640, LT: 1.705946, Top1S: 64.775414, Top1T: 64.657211 Train:epoch: 116, loss@min: 0.976082, loss@max: 1.383590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.716913, LT: 1.707159, Top1S: 64.657211, Top1T: 64.657211 Train:epoch: 117, loss@min: 0.982912, loss@max: 1.387980, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.717979, LT: 1.708187, Top1S: 64.716309, Top1T: 64.598106 Train:epoch: 118, loss@min: 0.985264, loss@max: 1.391232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.718893, LT: 1.709068, Top1S: 64.834518, Top1T: 64.539009 Train:epoch: 119, loss@min: 0.978674, loss@max: 1.383234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.719795, LT: 1.709941, Top1S: 64.834518, Top1T: 64.598106 Train:epoch: 120, loss@min: 0.977050, loss@max: 1.381451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.720616, LT: 1.710734, Top1S: 64.834518, Top1T: 64.539009 Train:epoch: 121, loss@min: 0.982098, loss@max: 1.390182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.721362, LT: 1.711450, Top1S: 64.834518, Top1T: 64.539009 Train:epoch: 122, loss@min: 0.977937, loss@max: 1.384093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.721961, LT: 1.712022, Top1S: 64.716309, Top1T: 64.539009 Train:epoch: 123, loss@min: 0.985114, loss@max: 1.386338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.722523, LT: 1.712566, Top1S: 64.716309, Top1T: 64.539009 Train:epoch: 124, loss@min: 0.985386, loss@max: 1.392302, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.723098, LT: 1.713122, Top1S: 64.716309, Top1T: 64.479904 Train:epoch: 125, loss@min: 0.980293, loss@max: 1.384724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.723605, LT: 1.713613, Top1S: 64.716309, Top1T: 64.539009 Train:epoch: 126, loss@min: 0.978688, loss@max: 1.387105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.723915, LT: 1.713920, Top1S: 64.716309, Top1T: 64.539009 Train:epoch: 127, loss@min: 0.977381, loss@max: 1.380923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.724050, LT: 1.714063, Top1S: 64.657211, Top1T: 64.539009 Train:epoch: 128, loss@min: 0.981657, loss@max: 1.385487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.724178, LT: 1.714197, Top1S: 64.598106, Top1T: 64.539009 Train:epoch: 129, loss@min: 0.979846, loss@max: 1.383430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.724326, LT: 1.714348, Top1S: 64.657211, Top1T: 64.539009 Train:epoch: 130, loss@min: 0.976465, loss@max: 1.382326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.724495, LT: 1.714520, Top1S: 64.716309, Top1T: 64.539009 Train:epoch: 131, loss@min: 0.973781, loss@max: 1.377010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.724709, LT: 1.714733, Top1S: 64.716309, Top1T: 64.539009 Train:epoch: 132, loss@min: 0.980693, loss@max: 1.387033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.724893, LT: 1.714918, Top1S: 64.716309, Top1T: 64.598106 Train:epoch: 133, loss@min: 0.981074, loss@max: 1.388103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.724998, LT: 1.715027, Top1S: 64.716309, Top1T: 64.598106 Train:epoch: 134, loss@min: 0.976466, loss@max: 1.382250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.725091, LT: 1.715122, Top1S: 64.716309, Top1T: 64.598106 Train:epoch: 135, loss@min: 0.978186, loss@max: 1.386070, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.725204, LT: 1.715236, Top1S: 64.716309, Top1T: 64.598106 Train:epoch: 136, loss@min: 0.979600, loss@max: 1.387116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.725332, LT: 1.715362, Top1S: 64.716309, Top1T: 64.598106 Train:epoch: 137, loss@min: 0.980572, loss@max: 1.385527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.725424, LT: 1.715454, Top1S: 64.657211, Top1T: 64.598106 Train:epoch: 138, loss@min: 0.981297, loss@max: 1.385898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.725509, LT: 1.715539, Top1S: 64.657211, Top1T: 64.657211 Train:epoch: 139, loss@min: 0.980153, loss@max: 1.386446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.725569, LT: 1.715600, Top1S: 64.657211, Top1T: 64.657211 Train:epoch: 140, loss@min: 0.976897, loss@max: 1.383102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.725605, LT: 1.715637, Top1S: 64.657211, Top1T: 64.657211 Train:epoch: 141, loss@min: 0.981815, loss@max: 1.388972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.725650, LT: 1.715681, Top1S: 64.657211, Top1T: 64.657211 Train:epoch: 142, loss@min: 0.980444, loss@max: 1.388106, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.725690, LT: 1.715722, Top1S: 64.657211, Top1T: 64.657211 Train:epoch: 143, loss@min: 0.983356, loss@max: 1.388675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.725723, LT: 1.715755, Top1S: 64.598106, Top1T: 64.657211 Train:epoch: 144, loss@min: 0.985766, loss@max: 1.391217, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.725741, LT: 1.715773, Top1S: 64.598106, Top1T: 64.657211 Train:epoch: 145, loss@min: 0.980263, loss@max: 1.386204, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.725755, LT: 1.715787, Top1S: 64.598106, Top1T: 64.657211 Train:epoch: 146, loss@min: 0.984291, loss@max: 1.388372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.725764, LT: 1.715796, Top1S: 64.598106, Top1T: 64.657211 Train:epoch: 147, loss@min: 0.980494, loss@max: 1.385415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.725766, LT: 1.715798, Top1S: 64.598106, Top1T: 64.657211 Train:epoch: 148, loss@min: 0.978091, loss@max: 1.382286, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.725767, LT: 1.715799, Top1S: 64.598106, Top1T: 64.657211 Train:epoch: 149, loss@min: 0.976447, loss@max: 1.384830, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.725767, LT: 1.715799, Top1S: 64.598106, Top1T: 64.657211 Train:epoch: 150, loss@min: 0.991062, loss@max: 1.394141, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 150, LS: 1.725767, LT: 1.715799, Top1S: 64.598106, Top1T: 64.657211 ------------------------------------------- Wed Aug 9 23:59:43 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Aug 10 00:05:45 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.776380, loss@max: 1.936621, Top1S acc: 100.000000, Top1T acc: 46.875000 Train:epoch: 2, loss@min: 5.349202, loss@max: 1.964317, Top1S acc: 100.000000, Top1T acc: 45.312500 Train:epoch: 3, loss@min: 4.975623, loss@max: 1.999960, Top1S acc: 100.000000, Top1T acc: 50.390625 Train:epoch: 4, loss@min: 4.544226, loss@max: 1.992328, Top1S acc: 100.000000, Top1T acc: 51.562500 Train:epoch: 5, loss@min: 4.134937, loss@max: 2.006476, Top1S acc: 100.000000, Top1T acc: 58.203125 Train:epoch: 6, loss@min: 3.852567, loss@max: 2.015266, Top1S acc: 100.000000, Top1T acc: 57.421875 Train:epoch: 7, loss@min: 3.571201, loss@max: 2.024650, Top1S acc: 100.000000, Top1T acc: 60.156250 Train:epoch: 8, loss@min: 3.480255, loss@max: 2.064668, Top1S acc: 100.000000, Top1T acc: 62.890625 Train:epoch: 9, loss@min: 3.315008, loss@max: 2.083231, Top1S acc: 100.000000, Top1T acc: 61.718750 Train:epoch: 10, loss@min: 3.206972, loss@max: 2.099530, Top1S acc: 100.000000, Top1T acc: 66.015625 Train:epoch: 11, loss@min: 3.181008, loss@max: 2.099136, Top1S acc: 100.000000, Top1T acc: 66.796875 Train:epoch: 12, loss@min: 2.764878, loss@max: 2.014241, Top1S acc: 100.000000, Top1T acc: 75.390625 Train:epoch: 13, loss@min: 2.913725, loss@max: 2.075993, Top1S acc: 100.000000, Top1T acc: 74.609375 Train:epoch: 14, loss@min: 2.623725, loss@max: 1.994106, Top1S acc: 100.000000, Top1T acc: 77.734375 Train:epoch: 15, loss@min: 2.730912, loss@max: 2.052455, Top1S acc: 100.000000, Top1T acc: 78.125000 Train:epoch: 16, loss@min: 2.449120, loss@max: 1.963634, Top1S acc: 100.000000, Top1T acc: 78.515625 Train:epoch: 17, loss@min: 2.425507, loss@max: 1.963975, Top1S acc: 100.000000, Top1T acc: 80.468750 Train:epoch: 18, loss@min: 2.434387, loss@max: 1.982144, Top1S acc: 100.000000, Top1T acc: 82.421875 Train:epoch: 19, loss@min: 2.237809, loss@max: 1.904714, Top1S acc: 100.000000, Top1T acc: 85.937500 Train:epoch: 20, loss@min: 2.342968, loss@max: 1.944500, Top1S acc: 100.000000, Top1T acc: 80.468750 Train:epoch: 21, loss@min: 2.271635, loss@max: 1.941143, Top1S acc: 100.000000, Top1T acc: 82.031250 Train:epoch: 22, loss@min: 2.061700, loss@max: 1.867269, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 23, loss@min: 1.987884, loss@max: 1.877800, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 24, loss@min: 2.104138, loss@max: 1.906073, Top1S acc: 100.000000, Top1T acc: 85.937500 Train:epoch: 25, loss@min: 2.003483, loss@max: 1.879444, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 26, loss@min: 1.815995, loss@max: 1.836141, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 27, loss@min: 1.799133, loss@max: 1.824389, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 28, loss@min: 1.831136, loss@max: 1.855391, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 29, loss@min: 1.767291, loss@max: 1.828479, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 30, loss@min: 1.732248, loss@max: 1.827709, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 31, loss@min: 1.715058, loss@max: 1.847248, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 32, loss@min: 1.632156, loss@max: 1.797119, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 33, loss@min: 1.647994, loss@max: 1.822595, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 34, loss@min: 1.603162, loss@max: 1.793729, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 35, loss@min: 1.615987, loss@max: 1.811585, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 36, loss@min: 1.570080, loss@max: 1.778437, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 37, loss@min: 1.501970, loss@max: 1.746686, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 38, loss@min: 1.526000, loss@max: 1.760766, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 39, loss@min: 1.506960, loss@max: 1.766758, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 40, loss@min: 1.454624, loss@max: 1.724823, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 41, loss@min: 1.527146, loss@max: 1.762913, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 42, loss@min: 1.455634, loss@max: 1.738632, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 43, loss@min: 1.349580, loss@max: 1.691147, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 44, loss@min: 1.427923, loss@max: 1.734299, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 45, loss@min: 1.452845, loss@max: 1.747412, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 46, loss@min: 1.393579, loss@max: 1.715312, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 47, loss@min: 1.310582, loss@max: 1.668986, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 48, loss@min: 1.337107, loss@max: 1.674874, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 49, loss@min: 1.381491, loss@max: 1.720335, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 50, loss@min: 1.381675, loss@max: 1.722496, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 51, loss@min: 1.234526, loss@max: 1.625739, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 52, loss@min: 1.281717, loss@max: 1.656497, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 53, loss@min: 1.346371, loss@max: 1.700205, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 54, loss@min: 1.314455, loss@max: 1.675782, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 55, loss@min: 1.232280, loss@max: 1.635894, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 56, loss@min: 1.266492, loss@max: 1.655118, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 57, loss@min: 1.254745, loss@max: 1.649630, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 58, loss@min: 1.234925, loss@max: 1.649230, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 59, loss@min: 1.198418, loss@max: 1.606030, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 60, loss@min: 1.224371, loss@max: 1.624417, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 61, loss@min: 1.224749, loss@max: 1.620491, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 62, loss@min: 1.148205, loss@max: 1.580950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.188406, loss@max: 1.609018, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 1.181451, loss@max: 1.599927, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 65, loss@min: 1.178498, loss@max: 1.603429, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 1.219244, loss@max: 1.621523, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 67, loss@min: 1.145045, loss@max: 1.576492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.231998, loss@max: 1.630962, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 69, loss@min: 1.200645, loss@max: 1.621982, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 70, loss@min: 1.167242, loss@max: 1.590222, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 71, loss@min: 1.159344, loss@max: 1.585222, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 72, loss@min: 1.162324, loss@max: 1.583534, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 73, loss@min: 1.168769, loss@max: 1.585655, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 74, loss@min: 1.145624, loss@max: 1.572713, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 75, loss@min: 1.150154, loss@max: 1.579008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.160857, loss@max: 1.584951, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 77, loss@min: 1.141602, loss@max: 1.565893, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 78, loss@min: 1.135403, loss@max: 1.564584, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 1.137879, loss@max: 1.564458, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 80, loss@min: 1.162709, loss@max: 1.581531, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 80, LS: 1.421146, LT: 1.408306, Top1S: 64.420807, Top1T: 64.361702Best acc: 64.420807 Train:epoch: 81, loss@min: 1.144366, loss@max: 1.563188, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 81, LS: 1.422094, LT: 1.409169, Top1S: 64.598106, Top1T: 64.420807Best acc: 64.598106 Train:epoch: 82, loss@min: 1.122248, loss@max: 1.553660, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 1.422972, LT: 1.409914, Top1S: 64.834518, Top1T: 64.657211Best acc: 64.834518 Train:epoch: 83, loss@min: 1.141529, loss@max: 1.552117, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 83, LS: 1.423426, LT: 1.410364, Top1S: 65.011818, Top1T: 64.657211Best acc: 65.011818 Train:epoch: 84, loss@min: 1.098568, loss@max: 1.533875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.424022, LT: 1.410922, Top1S: 65.070923, Top1T: 64.657211Best acc: 65.070923 Train:epoch: 85, loss@min: 1.119038, loss@max: 1.549697, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 85, LS: 1.424661, LT: 1.411467, Top1S: 65.130020, Top1T: 64.775414Best acc: 65.130020 Train:epoch: 86, loss@min: 1.154354, loss@max: 1.573335, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 86, LS: 1.425031, LT: 1.411785, Top1S: 65.070923, Top1T: 64.775414 Train:epoch: 87, loss@min: 1.105270, loss@max: 1.549032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.425438, LT: 1.412057, Top1S: 65.070923, Top1T: 64.952721 Train:epoch: 88, loss@min: 1.130831, loss@max: 1.558579, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 88, LS: 1.425932, LT: 1.412393, Top1S: 65.130020, Top1T: 64.893616 Train:epoch: 89, loss@min: 1.116713, loss@max: 1.548642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.426478, LT: 1.412892, Top1S: 65.130020, Top1T: 64.952721 Train:epoch: 90, loss@min: 1.122228, loss@max: 1.552055, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 90, LS: 1.427051, LT: 1.413493, Top1S: 65.189125, Top1T: 64.952721Best acc: 65.189125 Train:epoch: 91, loss@min: 1.099124, loss@max: 1.540424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.427706, LT: 1.414136, Top1S: 65.130020, Top1T: 64.952721 Train:epoch: 92, loss@min: 1.098962, loss@max: 1.530524, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 1.428318, LT: 1.414744, Top1S: 65.011818, Top1T: 64.775414 Train:epoch: 93, loss@min: 1.104343, loss@max: 1.533019, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 1.428831, LT: 1.415385, Top1S: 65.070923, Top1T: 64.775414 Train:epoch: 94, loss@min: 1.088457, loss@max: 1.524925, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.429545, LT: 1.416150, Top1S: 64.952721, Top1T: 64.775414 Train:epoch: 95, loss@min: 1.102805, loss@max: 1.536790, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 95, LS: 1.430360, LT: 1.416865, Top1S: 64.952721, Top1T: 64.775414 Train:epoch: 96, loss@min: 1.111494, loss@max: 1.548962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.431170, LT: 1.417469, Top1S: 64.893616, Top1T: 64.716309 Train:epoch: 97, loss@min: 1.114801, loss@max: 1.552614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.431989, LT: 1.418060, Top1S: 65.130020, Top1T: 64.598106 Train:epoch: 98, loss@min: 1.090708, loss@max: 1.527704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.432814, LT: 1.418683, Top1S: 65.011818, Top1T: 64.598106 Train:epoch: 99, loss@min: 1.124268, loss@max: 1.560507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.433735, LT: 1.419447, Top1S: 65.011818, Top1T: 64.598106 Train:epoch: 100, loss@min: 1.107925, loss@max: 1.537108, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 1.434244, LT: 1.419950, Top1S: 64.952721, Top1T: 64.598106 Train:epoch: 101, loss@min: 1.115482, loss@max: 1.540339, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 101, LS: 1.434694, LT: 1.420513, Top1S: 64.952721, Top1T: 64.598106 Train:epoch: 102, loss@min: 1.110453, loss@max: 1.543263, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 1.434938, LT: 1.420837, Top1S: 65.070923, Top1T: 64.657211 Train:epoch: 103, loss@min: 1.120702, loss@max: 1.539702, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 103, LS: 1.435150, LT: 1.421101, Top1S: 64.893616, Top1T: 64.657211 Train:epoch: 104, loss@min: 1.124177, loss@max: 1.538839, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 104, LS: 1.435207, LT: 1.421180, Top1S: 64.893616, Top1T: 64.716309 Train:epoch: 105, loss@min: 1.075272, loss@max: 1.517014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.435403, LT: 1.421266, Top1S: 64.952721, Top1T: 64.716309 Train:epoch: 106, loss@min: 1.068779, loss@max: 1.505977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.435592, LT: 1.421317, Top1S: 64.952721, Top1T: 64.834518 Train:epoch: 107, loss@min: 1.087896, loss@max: 1.527833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.435938, LT: 1.421511, Top1S: 65.011818, Top1T: 64.834518 Train:epoch: 108, loss@min: 1.074198, loss@max: 1.516163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.436243, LT: 1.421718, Top1S: 65.011818, Top1T: 64.657211 Train:epoch: 109, loss@min: 1.106436, loss@max: 1.531554, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 109, LS: 1.436565, LT: 1.421963, Top1S: 65.011818, Top1T: 64.834518 Train:epoch: 110, loss@min: 1.078362, loss@max: 1.512891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.436867, LT: 1.422224, Top1S: 65.011818, Top1T: 64.716309 Train:epoch: 111, loss@min: 1.072618, loss@max: 1.515748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.437227, LT: 1.422507, Top1S: 65.011818, Top1T: 64.716309 Train:epoch: 112, loss@min: 1.084810, loss@max: 1.519521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.437643, LT: 1.422836, Top1S: 65.011818, Top1T: 64.716309 Train:epoch: 113, loss@min: 1.084598, loss@max: 1.513495, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 113, LS: 1.437979, LT: 1.423111, Top1S: 64.952721, Top1T: 64.657211 Train:epoch: 114, loss@min: 1.093268, loss@max: 1.528164, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 114, LS: 1.438442, LT: 1.423525, Top1S: 64.952721, Top1T: 64.598106 Train:epoch: 115, loss@min: 1.100741, loss@max: 1.540233, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 115, LS: 1.438819, LT: 1.423892, Top1S: 64.893616, Top1T: 64.657211 Train:epoch: 116, loss@min: 1.075085, loss@max: 1.507034, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 116, LS: 1.439286, LT: 1.424310, Top1S: 64.952721, Top1T: 64.598106 Train:epoch: 117, loss@min: 1.095755, loss@max: 1.528924, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.439662, LT: 1.424667, Top1S: 64.893616, Top1T: 64.598106 Train:epoch: 118, loss@min: 1.112556, loss@max: 1.544133, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 118, LS: 1.440026, LT: 1.424985, Top1S: 64.952721, Top1T: 64.657211 Train:epoch: 119, loss@min: 1.073829, loss@max: 1.513055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.440403, LT: 1.425328, Top1S: 64.893616, Top1T: 64.657211 Train:epoch: 120, loss@min: 1.062922, loss@max: 1.504545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.440770, LT: 1.425637, Top1S: 64.775414, Top1T: 64.657211 Train:epoch: 121, loss@min: 1.095503, loss@max: 1.529952, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 121, LS: 1.441117, LT: 1.425936, Top1S: 64.834518, Top1T: 64.657211 Train:epoch: 122, loss@min: 1.090651, loss@max: 1.524012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.441401, LT: 1.426180, Top1S: 64.775414, Top1T: 64.657211 Train:epoch: 123, loss@min: 1.084457, loss@max: 1.513504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.441654, LT: 1.426402, Top1S: 64.952721, Top1T: 64.657211 Train:epoch: 124, loss@min: 1.093274, loss@max: 1.531990, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.441922, LT: 1.426637, Top1S: 64.952721, Top1T: 64.657211 Train:epoch: 125, loss@min: 1.085436, loss@max: 1.511684, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 125, LS: 1.442152, LT: 1.426847, Top1S: 64.893616, Top1T: 64.598106 Train:epoch: 126, loss@min: 1.091936, loss@max: 1.522432, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 126, LS: 1.442348, LT: 1.427031, Top1S: 64.834518, Top1T: 64.598106 Train:epoch: 127, loss@min: 1.078797, loss@max: 1.516564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.442526, LT: 1.427196, Top1S: 64.834518, Top1T: 64.657211 Train:epoch: 128, loss@min: 1.086249, loss@max: 1.521093, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 128, LS: 1.442673, LT: 1.427342, Top1S: 64.834518, Top1T: 64.657211 Train:epoch: 129, loss@min: 1.092922, loss@max: 1.512375, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 129, LS: 1.442784, LT: 1.427467, Top1S: 64.834518, Top1T: 64.657211 Train:epoch: 130, loss@min: 1.070143, loss@max: 1.505833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.442907, LT: 1.427598, Top1S: 64.834518, Top1T: 64.657211 Train:epoch: 131, loss@min: 1.065945, loss@max: 1.504126, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Aug 10 00:35:02 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.359751, loss@max: 2.169557, Top1S acc: 100.000000, Top1T acc: 60.156250 Train:epoch: 2, loss@min: 2.207780, loss@max: 1.934065, Top1S acc: 100.000000, Top1T acc: 76.171875 Train:epoch: 3, loss@min: 1.638785, loss@max: 1.533516, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 4, loss@min: 1.529042, loss@max: 1.342396, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 5, loss@min: 1.385609, loss@max: 1.274307, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.178036, loss@max: 1.327910, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 7, loss@min: 1.014294, loss@max: 1.384832, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 8, loss@min: 0.944310, loss@max: 1.388918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.970284, loss@max: 1.301716, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 10, loss@min: 1.000441, loss@max: 1.235549, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.014713, loss@max: 1.253999, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.937977, loss@max: 1.279433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.935323, loss@max: 1.274557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.929071, loss@max: 1.297782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.914512, loss@max: 1.299506, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.918756, loss@max: 1.302607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.921432, loss@max: 1.292714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.975690, loss@max: 1.270330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.944487, loss@max: 1.290353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.923712, loss@max: 1.336502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.939970, loss@max: 1.314345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.948843, loss@max: 1.307850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.941586, loss@max: 1.366196, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.962952, loss@max: 1.328905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.950890, loss@max: 1.360423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.915512, loss@max: 1.401419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.956820, loss@max: 1.368662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.972743, loss@max: 1.346537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.953912, loss@max: 1.355726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.949587, loss@max: 1.370586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.995714, loss@max: 1.352452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.943853, loss@max: 1.396500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.936955, loss@max: 1.445961, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.952369, loss@max: 1.395933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.985462, loss@max: 1.406552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.962265, loss@max: 1.408073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.955344, loss@max: 1.431245, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.961517, loss@max: 1.454922, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 0.975547, loss@max: 1.427586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.969515, loss@max: 1.416131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.013224, loss@max: 1.404539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.932444, loss@max: 1.484500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.920462, loss@max: 1.471303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.980093, loss@max: 1.432070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.047340, loss@max: 1.370687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.987325, loss@max: 1.435348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.926163, loss@max: 1.499403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.963301, loss@max: 1.477626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.977859, loss@max: 1.426777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.974061, loss@max: 1.456119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.961608, loss@max: 1.480043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.002614, loss@max: 1.459585, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 0.999232, loss@max: 1.448625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.974080, loss@max: 1.434680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.953261, loss@max: 1.463338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.963917, loss@max: 1.445254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.954566, loss@max: 1.440699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.980820, loss@max: 1.405705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.966374, loss@max: 1.421233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.952501, loss@max: 1.448270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.965440, loss@max: 1.425749, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.955637, loss@max: 1.440078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.952235, loss@max: 1.441402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.954803, loss@max: 1.418179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.983351, loss@max: 1.398853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.991634, loss@max: 1.400514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.966942, loss@max: 1.413292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.943183, loss@max: 1.445781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.957255, loss@max: 1.430127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.965186, loss@max: 1.413053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.965352, loss@max: 1.400745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.967662, loss@max: 1.411490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.956886, loss@max: 1.423386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.974506, loss@max: 1.394990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.955980, loss@max: 1.416520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.944898, loss@max: 1.450766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.945966, loss@max: 1.424211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.950005, loss@max: 1.414320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.955737, loss@max: 1.410055, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.974678, loss@max: 1.393617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.756732, LT: 1.796167, Top1S: 63.002365, Top1T: 63.416077Best acc: 63.416077 Train:epoch: 81, loss@min: 0.955016, loss@max: 1.389830, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.757908, LT: 1.796306, Top1S: 63.238770, Top1T: 63.475178Best acc: 63.475178 Train:epoch: 82, loss@min: 0.951385, loss@max: 1.403453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.759643, LT: 1.795735, Top1S: 63.475178, Top1T: 63.356976 Train:epoch: 83, loss@min: 0.953071, loss@max: 1.410621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.764198, LT: 1.793104, Top1S: 63.238770, Top1T: 63.534279Best acc: 63.534279 Train:epoch: 84, loss@min: 0.951454, loss@max: 1.399147, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.765875, LT: 1.792243, Top1S: 63.238770, Top1T: 63.711582Best acc: 63.711582 Train:epoch: 85, loss@min: 0.955769, loss@max: 1.391294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.765081, LT: 1.793661, Top1S: 63.297871, Top1T: 63.475178 Train:epoch: 86, loss@min: 0.963311, loss@max: 1.391217, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.765262, LT: 1.793915, Top1S: 63.179668, Top1T: 63.652481 Train:epoch: 87, loss@min: 0.941583, loss@max: 1.400384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.764642, LT: 1.794160, Top1S: 63.297871, Top1T: 63.534279 Train:epoch: 88, loss@min: 0.946573, loss@max: 1.395164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.766085, LT: 1.793254, Top1S: 63.416077, Top1T: 63.356976 Train:epoch: 89, loss@min: 0.943877, loss@max: 1.398317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.766295, LT: 1.794163, Top1S: 63.356976, Top1T: 63.416077 Train:epoch: 90, loss@min: 0.960612, loss@max: 1.389406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.767339, LT: 1.794523, Top1S: 63.356976, Top1T: 63.534279 Train:epoch: 91, loss@min: 0.956036, loss@max: 1.381879, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.769137, LT: 1.793885, Top1S: 63.416077, Top1T: 63.356976 Train:epoch: 92, loss@min: 0.962232, loss@max: 1.374411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.770476, LT: 1.794091, Top1S: 63.297871, Top1T: 63.593380 Train:epoch: 93, loss@min: 0.966915, loss@max: 1.374525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.770195, LT: 1.796601, Top1S: 63.416077, Top1T: 63.652481 Train:epoch: 94, loss@min: 0.952478, loss@max: 1.380696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.771541, LT: 1.798176, Top1S: 63.297871, Top1T: 63.593380 Train:epoch: 95, loss@min: 0.952783, loss@max: 1.377663, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.773817, LT: 1.799113, Top1S: 63.297871, Top1T: 63.593380 Train:epoch: 96, loss@min: 0.945559, loss@max: 1.386955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.776253, LT: 1.799692, Top1S: 63.297871, Top1T: 63.593380 Train:epoch: 97, loss@min: 0.955529, loss@max: 1.379173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.776166, LT: 1.801193, Top1S: 63.297871, Top1T: 63.652481 Train:epoch: 98, loss@min: 0.939118, loss@max: 1.390381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.776376, LT: 1.802313, Top1S: 63.593380, Top1T: 63.593380 Train:epoch: 99, loss@min: 0.949886, loss@max: 1.381722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.777130, LT: 1.803334, Top1S: 63.475178, Top1T: 63.652481 Train:epoch: 100, loss@min: 0.950897, loss@max: 1.377713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.778393, LT: 1.804216, Top1S: 63.416077, Top1T: 63.652481 Train:epoch: 101, loss@min: 0.960753, loss@max: 1.370057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.779801, LT: 1.805172, Top1S: 63.475178, Top1T: 63.711582 Train:epoch: 102, loss@min: 0.947439, loss@max: 1.383096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.780043, LT: 1.806707, Top1S: 63.297871, Top1T: 63.593380 Train:epoch: 103, loss@min: 0.935993, loss@max: 1.390503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.780663, LT: 1.807999, Top1S: 63.416077, Top1T: 63.652481 Train:epoch: 104, loss@min: 0.947746, loss@max: 1.380358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.781638, LT: 1.808632, Top1S: 63.652481, Top1T: 63.593380 Train:epoch: 105, loss@min: 0.954360, loss@max: 1.370009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.783910, LT: 1.808335, Top1S: 63.534279, Top1T: 63.534279 Train:epoch: 106, loss@min: 0.957505, loss@max: 1.365805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.785899, LT: 1.808242, Top1S: 63.534279, Top1T: 63.652481 Train:epoch: 107, loss@min: 0.950699, loss@max: 1.374765, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.787477, LT: 1.808632, Top1S: 63.593380, Top1T: 63.711582 Train:epoch: 108, loss@min: 0.960280, loss@max: 1.363045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.788162, LT: 1.809577, Top1S: 63.652481, Top1T: 63.652481 Train:epoch: 109, loss@min: 0.950377, loss@max: 1.374638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.787598, LT: 1.811207, Top1S: 63.475178, Top1T: 63.711582 Train:epoch: 110, loss@min: 0.950747, loss@max: 1.371660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.787180, LT: 1.812497, Top1S: 63.475178, Top1T: 63.652481 Train:epoch: 111, loss@min: 0.949845, loss@max: 1.372514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.787795, LT: 1.813044, Top1S: 63.711582, Top1T: 63.770687Best acc: 63.770687 Train:epoch: 112, loss@min: 0.951236, loss@max: 1.372032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.788993, LT: 1.813245, Top1S: 63.770687, Top1T: 63.711582 Train:epoch: 113, loss@min: 0.940328, loss@max: 1.381776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.790478, LT: 1.813214, Top1S: 63.593380, Top1T: 63.770687 Train:epoch: 114, loss@min: 0.957486, loss@max: 1.364311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.791792, LT: 1.813534, Top1S: 63.593380, Top1T: 63.770687 Train:epoch: 115, loss@min: 0.949047, loss@max: 1.374510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.792583, LT: 1.814188, Top1S: 63.593380, Top1T: 63.829788Best acc: 63.829788 Train:epoch: 116, loss@min: 0.942725, loss@max: 1.377863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.793180, LT: 1.814875, Top1S: 63.593380, Top1T: 63.829788 Train:epoch: 117, loss@min: 0.945134, loss@max: 1.372891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.793645, LT: 1.815432, Top1S: 63.593380, Top1T: 63.711582 Train:epoch: 118, loss@min: 0.950078, loss@max: 1.371392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.794012, LT: 1.816111, Top1S: 63.593380, Top1T: 63.652481 Train:epoch: 119, loss@min: 0.952389, loss@max: 1.368888, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.794242, LT: 1.817000, Top1S: 63.534279, Top1T: 63.652481 Train:epoch: 120, loss@min: 0.954101, loss@max: 1.363417, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.794590, LT: 1.817802, Top1S: 63.416077, Top1T: 63.652481 Train:epoch: 121, loss@min: 0.954956, loss@max: 1.364766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.794813, LT: 1.818614, Top1S: 63.416077, Top1T: 63.593380 Train:epoch: 122, loss@min: 0.952719, loss@max: 1.367606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.795001, LT: 1.819299, Top1S: 63.475178, Top1T: 63.593380 Train:epoch: 123, loss@min: 0.953111, loss@max: 1.367470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.795180, LT: 1.819880, Top1S: 63.534279, Top1T: 63.593380 Train:epoch: 124, loss@min: 0.952193, loss@max: 1.368946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.795368, LT: 1.820485, Top1S: 63.475178, Top1T: 63.534279 Train:epoch: 125, loss@min: 0.954409, loss@max: 1.364275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.795586, LT: 1.820977, Top1S: 63.534279, Top1T: 63.593380 Train:epoch: 126, loss@min: 0.950289, loss@max: 1.368167, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.795679, LT: 1.821479, Top1S: 63.475178, Top1T: 63.593380 Train:epoch: 127, loss@min: 0.946539, loss@max: 1.371109, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.795978, LT: 1.821758, Top1S: 63.475178, Top1T: 63.475178 Train:epoch: 128, loss@min: 0.948001, loss@max: 1.372209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.796247, LT: 1.822029, Top1S: 63.534279, Top1T: 63.475178 Train:epoch: 129, loss@min: 0.955859, loss@max: 1.364783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.796445, LT: 1.822324, Top1S: 63.593380, Top1T: 63.475178 Train:epoch: 130, loss@min: 0.955016, loss@max: 1.363648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.796734, LT: 1.822526, Top1S: 63.593380, Top1T: 63.475178 Train:epoch: 131, loss@min: 0.957716, loss@max: 1.359875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.797076, LT: 1.822747, Top1S: 63.534279, Top1T: 63.475178 Train:epoch: 132, loss@min: 0.951962, loss@max: 1.366238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.797428, LT: 1.822887, Top1S: 63.356976, Top1T: 63.534279 Train:epoch: 133, loss@min: 0.948145, loss@max: 1.370789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.797821, LT: 1.822933, Top1S: 63.356976, Top1T: 63.534279 Train:epoch: 134, loss@min: 0.948203, loss@max: 1.369105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.798109, LT: 1.823015, Top1S: 63.297871, Top1T: 63.593380 Train:epoch: 135, loss@min: 0.948041, loss@max: 1.373876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.798311, LT: 1.823151, Top1S: 63.297871, Top1T: 63.593380 Train:epoch: 136, loss@min: 0.950528, loss@max: 1.365860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.798505, LT: 1.823261, Top1S: 63.356976, Top1T: 63.593380 Train:epoch: 137, loss@min: 0.951592, loss@max: 1.365595, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.798678, LT: 1.823354, Top1S: 63.356976, Top1T: 63.593380 Train:epoch: 138, loss@min: 0.949198, loss@max: 1.367545, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Aug 10 01:07:33 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.334108, loss@max: 1.777475, Top1S acc: 100.000000, Top1T acc: 42.021275 Train:epoch: 2, loss@min: 4.769924, loss@max: 1.737665, Top1S acc: 100.000000, Top1T acc: 50.531914 Train:epoch: 3, loss@min: 4.344919, loss@max: 1.734732, Top1S acc: 100.000000, Top1T acc: 54.787231 Train:epoch: 4, loss@min: 3.914985, loss@max: 1.727159, Top1S acc: 100.000000, Top1T acc: 57.978722 Train:epoch: 5, loss@min: 3.609451, loss@max: 1.747602, Top1S acc: 100.000000, Top1T acc: 64.361702 Train:epoch: 6, loss@min: 3.239517, loss@max: 1.746572, Top1S acc: 100.000000, Top1T acc: 68.617020 Train:epoch: 7, loss@min: 3.070440, loss@max: 1.789350, Top1S acc: 100.000000, Top1T acc: 69.680847 Train:epoch: 8, loss@min: 2.762246, loss@max: 1.792536, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 9, loss@min: 2.550536, loss@max: 1.803654, Top1S acc: 100.000000, Top1T acc: 80.851067 Train:epoch: 10, loss@min: 2.313695, loss@max: 1.799922, Top1S acc: 100.000000, Top1T acc: 83.510628 Train:epoch: 11, loss@min: 2.236742, loss@max: 1.821131, Top1S acc: 100.000000, Top1T acc: 84.042549 Train:epoch: 12, loss@min: 1.948123, loss@max: 1.780880, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 13, loss@min: 1.864624, loss@max: 1.785611, Top1S acc: 100.000000, Top1T acc: 88.297867 Train:epoch: 14, loss@min: 1.647676, loss@max: 1.740593, Top1S acc: 100.000000, Top1T acc: 92.553192 Train:epoch: 15, loss@min: 1.607433, loss@max: 1.732333, Top1S acc: 100.000000, Top1T acc: 92.553192 Train:epoch: 16, loss@min: 1.545529, loss@max: 1.720982, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 17, loss@min: 1.466312, loss@max: 1.690378, Top1S acc: 100.000000, Top1T acc: 95.212761 Train:epoch: 18, loss@min: 1.372991, loss@max: 1.658153, Top1S acc: 100.000000, Top1T acc: 96.276596 Train:epoch: 19, loss@min: 1.339454, loss@max: 1.641410, Top1S acc: 100.000000, Top1T acc: 96.276596 Train:epoch: 20, loss@min: 1.266336, loss@max: 1.598737, Top1S acc: 100.000000, Top1T acc: 98.404251 Train:epoch: 21, loss@min: 1.245240, loss@max: 1.582260, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 22, loss@min: 1.252687, loss@max: 1.571649, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 23, loss@min: 1.152220, loss@max: 1.510434, Top1S acc: 100.000000, Top1T acc: 98.404251 Train:epoch: 24, loss@min: 1.121268, loss@max: 1.490177, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 25, loss@min: 1.127910, loss@max: 1.480953, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 26, loss@min: 1.127540, loss@max: 1.470915, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 27, loss@min: 1.087521, loss@max: 1.440658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.081416, loss@max: 1.432336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.079306, loss@max: 1.422271, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.095317, loss@max: 1.411948, Top1S acc: 100.000000, Top1T acc: 98.936165 Train:epoch: 31, loss@min: 1.058524, loss@max: 1.396354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.072547, loss@max: 1.407645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.038109, loss@max: 1.385481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.032857, loss@max: 1.382020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.027031, loss@max: 1.379858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.025459, loss@max: 1.379471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.013156, loss@max: 1.369856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.005267, loss@max: 1.368951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.028216, loss@max: 1.388393, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 40, loss@min: 1.001389, loss@max: 1.376551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.991423, loss@max: 1.369199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.990843, loss@max: 1.375022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.992132, loss@max: 1.378047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.982828, loss@max: 1.376960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.975647, loss@max: 1.371352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.973813, loss@max: 1.380960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.972814, loss@max: 1.382589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.972398, loss@max: 1.388643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.980868, loss@max: 1.387239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.969137, loss@max: 1.378877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.965918, loss@max: 1.376881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.965908, loss@max: 1.379495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.965142, loss@max: 1.381405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.964327, loss@max: 1.385632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.963467, loss@max: 1.383518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.959561, loss@max: 1.383824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.958501, loss@max: 1.382375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.960587, loss@max: 1.380640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.964157, loss@max: 1.379920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.963849, loss@max: 1.378461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.962179, loss@max: 1.375214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.964923, loss@max: 1.376362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.964432, loss@max: 1.378197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.963445, loss@max: 1.379151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.967468, loss@max: 1.377577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.962796, loss@max: 1.381373, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.961857, loss@max: 1.378824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.970588, loss@max: 1.383398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.961577, loss@max: 1.375098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.964922, loss@max: 1.375907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.962635, loss@max: 1.372927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.961355, loss@max: 1.368939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.965059, loss@max: 1.379222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.960766, loss@max: 1.372266, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.959853, loss@max: 1.372199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.960082, loss@max: 1.372998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.961033, loss@max: 1.381529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.958934, loss@max: 1.372151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.969464, loss@max: 1.376473, Top1S acc: 100.000000, Top1T acc: 99.468079 Train:epoch: 80, loss@min: 0.961358, loss@max: 1.373629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.717431, LT: 1.706452, Top1S: 62.056736, Top1T: 61.702129Best acc: 62.056736 Train:epoch: 81, loss@min: 0.962053, loss@max: 1.376820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.718368, LT: 1.707238, Top1S: 61.997635, Top1T: 61.761230 Train:epoch: 82, loss@min: 0.964522, loss@max: 1.374751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.719379, LT: 1.708109, Top1S: 62.056736, Top1T: 61.761230 Train:epoch: 83, loss@min: 0.961163, loss@max: 1.377161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.720528, LT: 1.709181, Top1S: 62.056736, Top1T: 61.820332 Train:epoch: 84, loss@min: 0.958561, loss@max: 1.375670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.721729, LT: 1.710274, Top1S: 62.056736, Top1T: 61.761230 Train:epoch: 85, loss@min: 0.960167, loss@max: 1.378400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.722790, LT: 1.711220, Top1S: 62.056736, Top1T: 61.820332 Train:epoch: 86, loss@min: 0.960068, loss@max: 1.376089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.723842, LT: 1.712173, Top1S: 62.056736, Top1T: 61.820332 Train:epoch: 87, loss@min: 0.958838, loss@max: 1.376751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.724763, LT: 1.712992, Top1S: 61.879433, Top1T: 61.820332 Train:epoch: 88, loss@min: 0.958459, loss@max: 1.374833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.725714, LT: 1.713777, Top1S: 61.879433, Top1T: 61.820332 Train:epoch: 89, loss@min: 0.961842, loss@max: 1.376511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.726726, LT: 1.714527, Top1S: 61.879433, Top1T: 61.820332 Train:epoch: 90, loss@min: 0.957265, loss@max: 1.374080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.727518, LT: 1.715147, Top1S: 61.820332, Top1T: 61.879433 Train:epoch: 91, loss@min: 0.960688, loss@max: 1.374147, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.728215, LT: 1.715740, Top1S: 61.820332, Top1T: 61.879433 Train:epoch: 92, loss@min: 0.957114, loss@max: 1.370025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.728791, LT: 1.716316, Top1S: 61.820332, Top1T: 61.879433 Train:epoch: 93, loss@min: 0.962603, loss@max: 1.377936, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.729332, LT: 1.716905, Top1S: 61.820332, Top1T: 61.879433 Train:epoch: 94, loss@min: 0.956652, loss@max: 1.372999, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.729804, LT: 1.717502, Top1S: 61.879433, Top1T: 61.938534 Train:epoch: 95, loss@min: 0.960480, loss@max: 1.373568, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.730375, LT: 1.718165, Top1S: 61.879433, Top1T: 61.938534 Train:epoch: 96, loss@min: 0.959005, loss@max: 1.373168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.730900, LT: 1.718793, Top1S: 61.879433, Top1T: 61.938534 Train:epoch: 97, loss@min: 0.959130, loss@max: 1.374454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.731477, LT: 1.719424, Top1S: 61.879433, Top1T: 61.938534 Train:epoch: 98, loss@min: 0.960198, loss@max: 1.379193, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.731942, LT: 1.719977, Top1S: 61.938534, Top1T: 61.938534 Train:epoch: 99, loss@min: 0.961195, loss@max: 1.375899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.732445, LT: 1.720509, Top1S: 61.879433, Top1T: 61.938534 Train:epoch: 100, loss@min: 0.957297, loss@max: 1.377335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.732951, LT: 1.720984, Top1S: 61.820332, Top1T: 61.879433 Train:epoch: 101, loss@min: 0.957732, loss@max: 1.374036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.733460, LT: 1.721427, Top1S: 61.820332, Top1T: 61.879433 Train:epoch: 102, loss@min: 0.959483, loss@max: 1.377523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.733974, LT: 1.721847, Top1S: 61.820332, Top1T: 61.938534 Train:epoch: 103, loss@min: 0.957720, loss@max: 1.373372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.734496, LT: 1.722292, Top1S: 61.820332, Top1T: 61.938534 Train:epoch: 104, loss@min: 0.958108, loss@max: 1.370890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.734934, LT: 1.722695, Top1S: 61.820332, Top1T: 61.997635 Train:epoch: 105, loss@min: 0.958450, loss@max: 1.372064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.735341, LT: 1.723069, Top1S: 61.820332, Top1T: 61.997635 Train:epoch: 106, loss@min: 0.963704, loss@max: 1.379112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.735816, LT: 1.723529, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 107, loss@min: 0.958120, loss@max: 1.371957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.736350, LT: 1.723985, Top1S: 61.879433, Top1T: 62.056736 Train:epoch: 108, loss@min: 0.957983, loss@max: 1.372571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.736856, LT: 1.724469, Top1S: 61.879433, Top1T: 62.056736 Train:epoch: 109, loss@min: 0.960251, loss@max: 1.376901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.737365, LT: 1.725007, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 110, loss@min: 0.955632, loss@max: 1.372060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.737842, LT: 1.725510, Top1S: 61.879433, Top1T: 62.056736 Train:epoch: 111, loss@min: 0.957316, loss@max: 1.374843, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.738270, LT: 1.725974, Top1S: 61.879433, Top1T: 62.056736 Train:epoch: 112, loss@min: 0.961233, loss@max: 1.376921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.738798, LT: 1.726530, Top1S: 61.879433, Top1T: 62.056736 Train:epoch: 113, loss@min: 0.957336, loss@max: 1.370780, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.739325, LT: 1.727060, Top1S: 61.938534, Top1T: 61.997635 Train:epoch: 114, loss@min: 0.959288, loss@max: 1.376605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.739791, LT: 1.727494, Top1S: 61.938534, Top1T: 61.997635 Train:epoch: 115, loss@min: 0.957612, loss@max: 1.373078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.740226, LT: 1.727885, Top1S: 61.997635, Top1T: 61.997635 Train:epoch: 116, loss@min: 0.957404, loss@max: 1.370580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.740598, LT: 1.728224, Top1S: 61.938534, Top1T: 61.997635 Train:epoch: 117, loss@min: 0.957633, loss@max: 1.372758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.740984, LT: 1.728555, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 118, loss@min: 0.957239, loss@max: 1.372278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.741324, LT: 1.728885, Top1S: 61.997635, Top1T: 62.056736 Train:epoch: 119, loss@min: 0.956174, loss@max: 1.370946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.741616, LT: 1.729176, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 120, loss@min: 0.963482, loss@max: 1.380753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.741863, LT: 1.729413, Top1S: 61.879433, Top1T: 62.056736 Train:epoch: 121, loss@min: 0.958606, loss@max: 1.374081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.742072, LT: 1.729618, Top1S: 61.879433, Top1T: 62.115841Best acc: 62.115841 Train:epoch: 122, loss@min: 0.958408, loss@max: 1.372057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.742292, LT: 1.729833, Top1S: 61.879433, Top1T: 62.056736 Train:epoch: 123, loss@min: 0.955700, loss@max: 1.372119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.742478, LT: 1.730017, Top1S: 61.879433, Top1T: 62.056736 Train:epoch: 124, loss@min: 0.956967, loss@max: 1.373868, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.742623, LT: 1.730170, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 125, loss@min: 0.957085, loss@max: 1.373018, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.742749, LT: 1.730312, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 126, loss@min: 0.957827, loss@max: 1.372266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.742875, LT: 1.730459, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 127, loss@min: 0.959004, loss@max: 1.374756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.742966, LT: 1.730568, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 128, loss@min: 0.958553, loss@max: 1.373950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.743048, LT: 1.730659, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 129, loss@min: 0.959195, loss@max: 1.371590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.743131, LT: 1.730757, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 130, loss@min: 0.955673, loss@max: 1.375630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.743206, LT: 1.730838, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 131, loss@min: 0.955857, loss@max: 1.372170, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.743267, LT: 1.730908, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 132, loss@min: 0.961623, loss@max: 1.376586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.743337, LT: 1.730989, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 133, loss@min: 0.962080, loss@max: 1.377207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.743416, LT: 1.731078, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 134, loss@min: 0.957117, loss@max: 1.371682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.743475, LT: 1.731148, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 135, loss@min: 0.958355, loss@max: 1.375021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.743538, LT: 1.731213, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 136, loss@min: 0.956562, loss@max: 1.372458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.743596, LT: 1.731270, Top1S: 61.820332, Top1T: 62.056736 Train:epoch: 137, loss@min: 0.959517, loss@max: 1.374680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.743638, LT: 1.731311, Top1S: 61.879433, Top1T: 62.056736 Train:epoch: 138, loss@min: 0.956710, loss@max: 1.375235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.743678, LT: 1.731349, Top1S: 61.879433, Top1T: 62.056736 Train:epoch: 139, loss@min: 0.958216, loss@max: 1.370440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.743725, LT: 1.731392, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 140, loss@min: 0.955918, loss@max: 1.372066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.743766, LT: 1.731426, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 141, loss@min: 0.957337, loss@max: 1.374620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.743796, LT: 1.731449, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 142, loss@min: 0.962752, loss@max: 1.377908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.743829, LT: 1.731475, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 143, loss@min: 0.957600, loss@max: 1.372288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.743852, LT: 1.731492, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 144, loss@min: 0.956944, loss@max: 1.374474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.743871, LT: 1.731504, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 145, loss@min: 0.954492, loss@max: 1.375839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.743884, LT: 1.731513, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 146, loss@min: 0.958360, loss@max: 1.379088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.743891, LT: 1.731517, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 147, loss@min: 0.954721, loss@max: 1.370647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.743896, LT: 1.731519, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 148, loss@min: 0.960060, loss@max: 1.375644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.743898, LT: 1.731520, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 149, loss@min: 0.958721, loss@max: 1.376814, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.743898, LT: 1.731520, Top1S: 61.938534, Top1T: 62.056736 Train:epoch: 150, loss@min: 0.956588, loss@max: 1.374151, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.743898, LT: 1.731520, Top1S: 61.938534, Top1T: 62.056736 ------------------------------------------- Thu Aug 10 01:39:16 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Aug 10 01:43:53 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.968683, loss@max: 1.920047, Top1S acc: 100.000000, Top1T acc: 42.553188 Train:epoch: 2, loss@min: 5.146315, loss@max: 1.800045, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 4.302625, loss@max: 1.678024, Top1S acc: 100.000000, Top1T acc: 52.127659 Train:epoch: 4, loss@min: 3.834748, loss@max: 1.656145, Top1S acc: 100.000000, Top1T acc: 60.638294 Train:epoch: 5, loss@min: 3.538480, loss@max: 1.677058, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 3.144105, loss@max: 1.664949, Top1S acc: 100.000000, Top1T acc: 73.404251 Train:epoch: 7, loss@min: 2.863144, loss@max: 1.684586, Top1S acc: 100.000000, Top1T acc: 79.787231 Train:epoch: 8, loss@min: 2.512386, loss@max: 1.667801, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 9, loss@min: 2.187801, loss@max: 1.655203, Top1S acc: 100.000000, Top1T acc: 88.297867 Train:epoch: 10, loss@min: 2.018608, loss@max: 1.668751, Top1S acc: 100.000000, Top1T acc: 90.425529 Train:epoch: 11, loss@min: 1.733620, loss@max: 1.639922, Top1S acc: 100.000000, Top1T acc: 94.680847 Train:epoch: 12, loss@min: 1.620479, loss@max: 1.647225, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 13, loss@min: 1.427867, loss@max: 1.614678, Top1S acc: 100.000000, Top1T acc: 96.808510 Train:epoch: 14, loss@min: 1.338726, loss@max: 1.622114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.303776, loss@max: 1.628196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.212347, loss@max: 1.596376, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 17, loss@min: 1.138598, loss@max: 1.560279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.058343, loss@max: 1.520054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.028147, loss@max: 1.490919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.047027, loss@max: 1.490644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.997693, loss@max: 1.441641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.994390, loss@max: 1.427667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.992035, loss@max: 1.409640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.978926, loss@max: 1.389093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.986142, loss@max: 1.382549, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.972907, loss@max: 1.366678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.004476, loss@max: 1.375504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.975721, loss@max: 1.356547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.986734, loss@max: 1.368941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.975641, loss@max: 1.350626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.973094, loss@max: 1.342444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.975543, loss@max: 1.340130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.973233, loss@max: 1.338009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.964560, loss@max: 1.329122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.971505, loss@max: 1.328696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.970694, loss@max: 1.335952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.973679, loss@max: 1.337503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.970750, loss@max: 1.331627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.973933, loss@max: 1.330611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.975768, loss@max: 1.329951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.975446, loss@max: 1.329790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.980800, loss@max: 1.338011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.967284, loss@max: 1.336081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.968398, loss@max: 1.340575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.966259, loss@max: 1.342479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.964851, loss@max: 1.349109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.959916, loss@max: 1.350343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.960267, loss@max: 1.357591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.957083, loss@max: 1.358623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.951368, loss@max: 1.360435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.950963, loss@max: 1.361797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.947306, loss@max: 1.363024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.954247, loss@max: 1.368324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.949517, loss@max: 1.366941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.949319, loss@max: 1.370360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.947245, loss@max: 1.365765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.950028, loss@max: 1.365593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.951249, loss@max: 1.364843, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.952691, loss@max: 1.365481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.951439, loss@max: 1.362821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.954239, loss@max: 1.365380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.955693, loss@max: 1.369190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.952424, loss@max: 1.364900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.956848, loss@max: 1.365826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.957756, loss@max: 1.362383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.952258, loss@max: 1.361079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.954033, loss@max: 1.366987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.951377, loss@max: 1.364935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.954874, loss@max: 1.365349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.954984, loss@max: 1.362544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.951411, loss@max: 1.364200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.952811, loss@max: 1.362022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.954583, loss@max: 1.362743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.954012, loss@max: 1.365227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956052, loss@max: 1.366066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955363, loss@max: 1.366277, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954143, loss@max: 1.366272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.954649, loss@max: 1.368959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.952110, loss@max: 1.368158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.954590, loss@max: 1.369967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.985173, LT: 1.971347, Top1S: 55.437351, Top1T: 55.082741Best acc: 55.437351 Train:epoch: 81, loss@min: 0.954929, loss@max: 1.364908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.985676, LT: 1.971918, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 82, loss@min: 0.955816, loss@max: 1.365349, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.986056, LT: 1.972441, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 83, loss@min: 0.955173, loss@max: 1.365862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.986476, LT: 1.973007, Top1S: 55.378250, Top1T: 55.141846 Train:epoch: 84, loss@min: 0.959298, loss@max: 1.361462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.986833, LT: 1.973600, Top1S: 55.378250, Top1T: 55.141846 Train:epoch: 85, loss@min: 0.953464, loss@max: 1.366680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.987323, LT: 1.974188, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 86, loss@min: 0.956368, loss@max: 1.364342, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.987686, LT: 1.974679, Top1S: 55.437351, Top1T: 55.082741 Train:epoch: 87, loss@min: 0.954767, loss@max: 1.368191, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.988024, LT: 1.975076, Top1S: 55.437351, Top1T: 55.082741 Train:epoch: 88, loss@min: 0.956004, loss@max: 1.365270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.988386, LT: 1.975426, Top1S: 55.378250, Top1T: 55.023640 Train:epoch: 89, loss@min: 0.953442, loss@max: 1.367075, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.988919, LT: 1.975848, Top1S: 55.378250, Top1T: 55.023640 Train:epoch: 90, loss@min: 0.951324, loss@max: 1.367766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.989509, LT: 1.976251, Top1S: 55.437351, Top1T: 54.964539 Train:epoch: 91, loss@min: 0.950580, loss@max: 1.365825, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.990084, LT: 1.976664, Top1S: 55.437351, Top1T: 54.964539 Train:epoch: 92, loss@min: 0.951953, loss@max: 1.370422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.990565, LT: 1.977066, Top1S: 55.437351, Top1T: 55.023640 Train:epoch: 93, loss@min: 0.949679, loss@max: 1.369323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.991008, LT: 1.977453, Top1S: 55.437351, Top1T: 55.023640 Train:epoch: 94, loss@min: 0.950773, loss@max: 1.368357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.991330, LT: 1.977777, Top1S: 55.437351, Top1T: 55.023640 Train:epoch: 95, loss@min: 0.951262, loss@max: 1.367034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.991572, LT: 1.978111, Top1S: 55.437351, Top1T: 55.023640 Train:epoch: 96, loss@min: 0.952970, loss@max: 1.366141, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.991744, LT: 1.978380, Top1S: 55.437351, Top1T: 55.082741 Train:epoch: 97, loss@min: 0.952803, loss@max: 1.364848, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.991927, LT: 1.978633, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 98, loss@min: 0.953343, loss@max: 1.366525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.992138, LT: 1.978848, Top1S: 55.437351, Top1T: 55.200947 Train:epoch: 99, loss@min: 0.954952, loss@max: 1.363687, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.992424, LT: 1.979047, Top1S: 55.496452, Top1T: 55.260048Best acc: 55.496452 Train:epoch: 100, loss@min: 0.955110, loss@max: 1.368891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.992767, LT: 1.979268, Top1S: 55.496452, Top1T: 55.260048 Train:epoch: 101, loss@min: 0.955687, loss@max: 1.363787, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.993084, LT: 1.979485, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 102, loss@min: 0.960415, loss@max: 1.370249, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.993394, LT: 1.979667, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 103, loss@min: 0.955374, loss@max: 1.367888, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.993712, LT: 1.979868, Top1S: 55.378250, Top1T: 55.141846 Train:epoch: 104, loss@min: 0.952091, loss@max: 1.366468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.994066, LT: 1.980050, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 105, loss@min: 0.952915, loss@max: 1.364206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.994366, LT: 1.980218, Top1S: 55.437351, Top1T: 55.200947 Train:epoch: 106, loss@min: 0.954262, loss@max: 1.363828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.994550, LT: 1.980376, Top1S: 55.437351, Top1T: 55.200947 Train:epoch: 107, loss@min: 0.955200, loss@max: 1.366165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.994708, LT: 1.980573, Top1S: 55.437351, Top1T: 55.200947 Train:epoch: 108, loss@min: 0.951282, loss@max: 1.365845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.994826, LT: 1.980757, Top1S: 55.437351, Top1T: 55.200947 Train:epoch: 109, loss@min: 0.952569, loss@max: 1.366050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.994917, LT: 1.980934, Top1S: 55.437351, Top1T: 55.200947 Train:epoch: 110, loss@min: 0.953544, loss@max: 1.364604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.994991, LT: 1.981111, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 111, loss@min: 0.952268, loss@max: 1.367356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.995084, LT: 1.981284, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 112, loss@min: 0.953260, loss@max: 1.363981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.995196, LT: 1.981446, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 113, loss@min: 0.953292, loss@max: 1.368431, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.995268, LT: 1.981588, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 114, loss@min: 0.952447, loss@max: 1.368079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.995321, LT: 1.981711, Top1S: 55.496452, Top1T: 55.200947 Train:epoch: 115, loss@min: 0.952248, loss@max: 1.368776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.995388, LT: 1.981853, Top1S: 55.437351, Top1T: 55.200947 Train:epoch: 116, loss@min: 0.953782, loss@max: 1.367883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.995467, LT: 1.981987, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 117, loss@min: 0.953170, loss@max: 1.364558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.995542, LT: 1.982113, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 118, loss@min: 0.953383, loss@max: 1.367778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.995645, LT: 1.982212, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 119, loss@min: 0.955845, loss@max: 1.369317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.995718, LT: 1.982279, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 120, loss@min: 0.953146, loss@max: 1.365628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.995815, LT: 1.982347, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 121, loss@min: 0.953193, loss@max: 1.366802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.995894, LT: 1.982404, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 122, loss@min: 0.954039, loss@max: 1.369763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.996000, LT: 1.982466, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 123, loss@min: 0.951944, loss@max: 1.368004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.996075, LT: 1.982514, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 124, loss@min: 0.951360, loss@max: 1.366639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.996176, LT: 1.982557, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 125, loss@min: 0.951353, loss@max: 1.367643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.996274, LT: 1.982596, Top1S: 55.437351, Top1T: 55.260048 Train:epoch: 126, loss@min: 0.954014, loss@max: 1.372549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.996316, LT: 1.982602, Top1S: 55.437351, Top1T: 55.200947 Train:epoch: 127, loss@min: 0.953568, loss@max: 1.365880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.996362, LT: 1.982616, Top1S: 55.437351, Top1T: 55.200947 Train:epoch: 128, loss@min: 0.954241, loss@max: 1.365477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.996404, LT: 1.982636, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 129, loss@min: 0.955662, loss@max: 1.365651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.996416, LT: 1.982652, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 130, loss@min: 0.954166, loss@max: 1.365919, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.996437, LT: 1.982675, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 131, loss@min: 0.953040, loss@max: 1.364981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.996459, LT: 1.982693, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 132, loss@min: 0.953244, loss@max: 1.365483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.996483, LT: 1.982707, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 133, loss@min: 0.954527, loss@max: 1.365726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.996511, LT: 1.982723, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 134, loss@min: 0.953512, loss@max: 1.366624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.996532, LT: 1.982734, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 135, loss@min: 0.952458, loss@max: 1.367326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.996551, LT: 1.982747, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 136, loss@min: 0.953123, loss@max: 1.365592, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.996570, LT: 1.982762, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 137, loss@min: 0.954083, loss@max: 1.365782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.996586, LT: 1.982778, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 138, loss@min: 0.953867, loss@max: 1.365718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.996597, LT: 1.982794, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 139, loss@min: 0.956309, loss@max: 1.363264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.996607, LT: 1.982808, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 140, loss@min: 0.953315, loss@max: 1.366844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.996615, LT: 1.982819, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 141, loss@min: 0.952653, loss@max: 1.366029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.996625, LT: 1.982828, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 142, loss@min: 0.950119, loss@max: 1.366602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.996633, LT: 1.982834, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 143, loss@min: 0.953274, loss@max: 1.366839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.996639, LT: 1.982840, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 144, loss@min: 0.954302, loss@max: 1.365818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.996643, LT: 1.982844, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 145, loss@min: 0.954399, loss@max: 1.370800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.996648, LT: 1.982847, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 146, loss@min: 0.952546, loss@max: 1.366040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.996650, LT: 1.982849, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 147, loss@min: 0.953882, loss@max: 1.369889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.996652, LT: 1.982850, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 148, loss@min: 0.953858, loss@max: 1.364888, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.996653, LT: 1.982851, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 149, loss@min: 0.954626, loss@max: 1.366377, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.996653, LT: 1.982851, Top1S: 55.437351, Top1T: 55.141846 Train:epoch: 150, loss@min: 0.954072, loss@max: 1.367651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.996653, LT: 1.982851, Top1S: 55.437351, Top1T: 55.141846 ------------------------------------------- Thu Aug 10 02:12:38 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Aug 10 09:03:21 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.214994, loss@max: 2.003165, Top1S acc: 100.000000, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 5.136406, loss@max: 1.840749, Top1S acc: 100.000000, Top1T acc: 46.808510 Train:epoch: 3, loss@min: 4.561125, loss@max: 1.792466, Top1S acc: 100.000000, Top1T acc: 51.063828 Train:epoch: 4, loss@min: 3.776569, loss@max: 1.691207, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 5, loss@min: 3.422500, loss@max: 1.682091, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 2.858611, loss@max: 1.624888, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 7, loss@min: 2.514244, loss@max: 1.597551, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 8, loss@min: 2.171793, loss@max: 1.558267, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 9, loss@min: 1.948544, loss@max: 1.551749, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 10, loss@min: 1.723080, loss@max: 1.535063, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 1.452330, loss@max: 1.493866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.400060, loss@max: 1.525528, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.235770, loss@max: 1.482133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.161938, loss@max: 1.476558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.065768, loss@max: 1.450130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.992129, loss@max: 1.416345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.976942, loss@max: 1.412656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.956042, loss@max: 1.399452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.940590, loss@max: 1.377272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.951350, loss@max: 1.369321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.950831, loss@max: 1.355767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.937645, loss@max: 1.331882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.938486, loss@max: 1.333536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.951900, loss@max: 1.335408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.944228, loss@max: 1.337723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.937699, loss@max: 1.322966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.957859, loss@max: 1.327192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.946528, loss@max: 1.326963, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.935938, loss@max: 1.330620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.935947, loss@max: 1.324693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.943268, loss@max: 1.338557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.946959, loss@max: 1.341805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.935283, loss@max: 1.328090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.937399, loss@max: 1.332851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.931264, loss@max: 1.337241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.944293, loss@max: 1.336285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.947768, loss@max: 1.331431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.957279, loss@max: 1.327685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.985484, loss@max: 1.345163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.958663, loss@max: 1.325440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.960128, loss@max: 1.330086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.957210, loss@max: 1.326635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.957335, loss@max: 1.335325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.955494, loss@max: 1.332440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.957110, loss@max: 1.333018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.955205, loss@max: 1.337359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.952355, loss@max: 1.338755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.956341, loss@max: 1.333134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.954534, loss@max: 1.342086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.958314, loss@max: 1.338520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.957534, loss@max: 1.342684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.959377, loss@max: 1.342553, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.955067, loss@max: 1.343861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.949295, loss@max: 1.351820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.947564, loss@max: 1.358733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.949125, loss@max: 1.352488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.947304, loss@max: 1.363183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.947837, loss@max: 1.357189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.952138, loss@max: 1.354939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.952786, loss@max: 1.353746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.954043, loss@max: 1.353021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954185, loss@max: 1.351343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.947386, loss@max: 1.363868, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949302, loss@max: 1.359912, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.950017, loss@max: 1.358808, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947355, loss@max: 1.365983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.950885, loss@max: 1.360160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.952732, loss@max: 1.361598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.946155, loss@max: 1.362085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.947670, loss@max: 1.362335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.949899, loss@max: 1.360908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.949247, loss@max: 1.364530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.943760, loss@max: 1.367283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.946018, loss@max: 1.364839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.953917, loss@max: 1.358951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.953487, loss@max: 1.362108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954698, loss@max: 1.363985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.952156, loss@max: 1.360166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954371, loss@max: 1.359956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955132, loss@max: 1.355524, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.993220, LT: 1.999870, Top1S: 51.418438, Top1T: 50.472813Best acc: 51.418438 Train:epoch: 81, loss@min: 0.955097, loss@max: 1.359677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.993483, LT: 2.000372, Top1S: 51.359337, Top1T: 50.354610 Train:epoch: 82, loss@min: 0.951832, loss@max: 1.362760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.993768, LT: 2.000816, Top1S: 51.359337, Top1T: 50.354610 Train:epoch: 83, loss@min: 0.945410, loss@max: 1.367517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.994268, LT: 2.001271, Top1S: 51.359337, Top1T: 50.354610 Train:epoch: 84, loss@min: 0.981232, loss@max: 1.382943, Top1S acc: 100.000000, Top1T acc: 97.872337 Test:epoch: 84, LS: 1.994251, LT: 2.001197, Top1S: 51.418438, Top1T: 50.354610 Train:epoch: 85, loss@min: 0.953096, loss@max: 1.362332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.994421, LT: 2.001239, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 86, loss@min: 0.950003, loss@max: 1.361494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.994642, LT: 2.001382, Top1S: 51.477543, Top1T: 50.472813Best acc: 51.477543 Train:epoch: 87, loss@min: 0.956941, loss@max: 1.369812, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.995082, LT: 2.001791, Top1S: 51.418438, Top1T: 50.413712 Train:epoch: 88, loss@min: 0.950279, loss@max: 1.363513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.995488, LT: 2.002227, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 89, loss@min: 0.950920, loss@max: 1.364219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.995912, LT: 2.002686, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 90, loss@min: 0.952190, loss@max: 1.360914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.996387, LT: 2.003066, Top1S: 51.359337, Top1T: 50.354610 Train:epoch: 91, loss@min: 0.953714, loss@max: 1.359639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.996799, LT: 2.003419, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 92, loss@min: 0.958543, loss@max: 1.373027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.997164, LT: 2.003774, Top1S: 51.300236, Top1T: 50.354610 Train:epoch: 93, loss@min: 0.953219, loss@max: 1.361923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.997482, LT: 2.004138, Top1S: 51.300236, Top1T: 50.354610 Train:epoch: 94, loss@min: 0.953042, loss@max: 1.362833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.997720, LT: 2.004526, Top1S: 51.241135, Top1T: 50.354610 Train:epoch: 95, loss@min: 0.954835, loss@max: 1.361115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.997856, LT: 2.004938, Top1S: 51.122932, Top1T: 50.354610 Train:epoch: 96, loss@min: 0.949296, loss@max: 1.369747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.998049, LT: 2.005424, Top1S: 51.182034, Top1T: 50.354610 Train:epoch: 97, loss@min: 0.952047, loss@max: 1.363131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.998251, LT: 2.005872, Top1S: 51.241135, Top1T: 50.413712 Train:epoch: 98, loss@min: 0.952250, loss@max: 1.363224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.998471, LT: 2.006259, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 99, loss@min: 0.952023, loss@max: 1.364154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.998738, LT: 2.006559, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 100, loss@min: 0.950916, loss@max: 1.363211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.999167, LT: 2.006779, Top1S: 51.300236, Top1T: 50.472813 Train:epoch: 101, loss@min: 0.956627, loss@max: 1.357438, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.999536, LT: 2.006986, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 102, loss@min: 0.953277, loss@max: 1.363953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.999886, LT: 2.007169, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 103, loss@min: 0.952717, loss@max: 1.362076, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 2.000209, LT: 2.007330, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 104, loss@min: 0.954030, loss@max: 1.361983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 2.000525, LT: 2.007492, Top1S: 51.359337, Top1T: 50.472813 Train:epoch: 105, loss@min: 0.952790, loss@max: 1.362123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 2.000725, LT: 2.007640, Top1S: 51.300236, Top1T: 50.472813 Train:epoch: 106, loss@min: 0.955321, loss@max: 1.364038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 2.000804, LT: 2.007820, Top1S: 51.300236, Top1T: 50.472813 Train:epoch: 107, loss@min: 0.950231, loss@max: 1.364933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 2.000855, LT: 2.007985, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 108, loss@min: 0.952583, loss@max: 1.360811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 2.000916, LT: 2.008139, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 109, loss@min: 0.951005, loss@max: 1.362709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 2.000934, LT: 2.008286, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 110, loss@min: 0.948089, loss@max: 1.366249, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 2.000938, LT: 2.008421, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 111, loss@min: 0.951760, loss@max: 1.362833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 2.000923, LT: 2.008575, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 112, loss@min: 0.949408, loss@max: 1.364870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 2.000959, LT: 2.008682, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 113, loss@min: 0.949808, loss@max: 1.365467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 2.001026, LT: 2.008792, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 114, loss@min: 0.952056, loss@max: 1.368415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 2.001049, LT: 2.008821, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 115, loss@min: 0.949133, loss@max: 1.365126, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 2.001109, LT: 2.008853, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 116, loss@min: 0.950122, loss@max: 1.364589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 2.001193, LT: 2.008878, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 117, loss@min: 0.951359, loss@max: 1.367158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 2.001285, LT: 2.008911, Top1S: 51.359337, Top1T: 50.472813 Train:epoch: 118, loss@min: 0.951470, loss@max: 1.362175, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 2.001390, LT: 2.008946, Top1S: 51.359337, Top1T: 50.472813 Train:epoch: 119, loss@min: 0.950357, loss@max: 1.363437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 2.001512, LT: 2.008973, Top1S: 51.359337, Top1T: 50.472813 Train:epoch: 120, loss@min: 0.954877, loss@max: 1.360753, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 2.001617, LT: 2.008968, Top1S: 51.359337, Top1T: 50.472813 Train:epoch: 121, loss@min: 0.954793, loss@max: 1.364687, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 2.001714, LT: 2.008967, Top1S: 51.359337, Top1T: 50.472813 Train:epoch: 122, loss@min: 0.950471, loss@max: 1.364331, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 2.001818, LT: 2.008955, Top1S: 51.359337, Top1T: 50.472813 Train:epoch: 123, loss@min: 0.955078, loss@max: 1.359353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 2.001896, LT: 2.008940, Top1S: 51.359337, Top1T: 50.531914 Train:epoch: 124, loss@min: 0.957484, loss@max: 1.363216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 2.001982, LT: 2.008944, Top1S: 51.359337, Top1T: 50.472813 Train:epoch: 125, loss@min: 0.953831, loss@max: 1.360752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 2.002047, LT: 2.008950, Top1S: 51.300236, Top1T: 50.472813 Train:epoch: 126, loss@min: 0.951147, loss@max: 1.362650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 2.002081, LT: 2.008971, Top1S: 51.241135, Top1T: 50.472813 Train:epoch: 127, loss@min: 0.953075, loss@max: 1.360969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 2.002097, LT: 2.008999, Top1S: 51.182034, Top1T: 50.472813 Train:epoch: 128, loss@min: 0.950683, loss@max: 1.362996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 2.002109, LT: 2.009033, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 129, loss@min: 0.951638, loss@max: 1.365594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 2.002122, LT: 2.009068, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 130, loss@min: 0.950723, loss@max: 1.363746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 2.002136, LT: 2.009097, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 131, loss@min: 0.948591, loss@max: 1.366325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 2.002148, LT: 2.009129, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 132, loss@min: 0.949674, loss@max: 1.365313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 2.002146, LT: 2.009165, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 133, loss@min: 0.951622, loss@max: 1.362048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 2.002147, LT: 2.009195, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 134, loss@min: 0.949399, loss@max: 1.363579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 2.002146, LT: 2.009223, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 135, loss@min: 0.953214, loss@max: 1.360077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 2.002150, LT: 2.009244, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 136, loss@min: 0.951425, loss@max: 1.363264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 2.002152, LT: 2.009266, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 137, loss@min: 0.953372, loss@max: 1.360090, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 2.002155, LT: 2.009285, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 138, loss@min: 0.951322, loss@max: 1.362436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 2.002165, LT: 2.009301, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 139, loss@min: 0.953229, loss@max: 1.362276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 2.002174, LT: 2.009313, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 140, loss@min: 0.950506, loss@max: 1.364140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 2.002186, LT: 2.009321, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 141, loss@min: 0.953147, loss@max: 1.365067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 2.002195, LT: 2.009327, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 142, loss@min: 0.949918, loss@max: 1.364802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 2.002205, LT: 2.009331, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 143, loss@min: 0.951001, loss@max: 1.364289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 2.002213, LT: 2.009334, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 144, loss@min: 0.950012, loss@max: 1.364652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 2.002220, LT: 2.009336, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 145, loss@min: 0.951195, loss@max: 1.365508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 2.002224, LT: 2.009337, Top1S: 51.182034, Top1T: 50.413712 Train:epoch: 146, loss@min: 0.951493, loss@max: 1.361958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 2.002226, LT: 2.009337, Top1S: 51.241135, Top1T: 50.413712 Train:epoch: 147, loss@min: 0.952317, loss@max: 1.365340, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 2.002228, LT: 2.009338, Top1S: 51.241135, Top1T: 50.413712 Train:epoch: 148, loss@min: 0.952633, loss@max: 1.361656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 2.002228, LT: 2.009337, Top1S: 51.241135, Top1T: 50.413712 Train:epoch: 149, loss@min: 0.952023, loss@max: 1.364936, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 2.002228, LT: 2.009337, Top1S: 51.241135, Top1T: 50.413712 Train:epoch: 150, loss@min: 0.950439, loss@max: 1.365340, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 2.002228, LT: 2.009337, Top1S: 51.241135, Top1T: 50.413712 ------------------------------------------- Thu Aug 10 09:30:31 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Aug 10 10:16:47 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.917014, loss@max: 1.693899, Top1S acc: 100.000000, Top1T acc: 64.453125 Train:epoch: 2, loss@min: 2.219195, loss@max: 1.510008, Top1S acc: 100.000000, Top1T acc: 77.343750 Train:epoch: 3, loss@min: 2.066847, loss@max: 1.476966, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 4, loss@min: 1.895034, loss@max: 1.452757, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 5, loss@min: 1.713615, loss@max: 1.416239, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 6, loss@min: 1.560531, loss@max: 1.384148, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 7, loss@min: 1.379877, loss@max: 1.342568, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 8, loss@min: 1.312519, loss@max: 1.334687, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 9, loss@min: 1.318080, loss@max: 1.350332, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 10, loss@min: 1.164898, loss@max: 1.308173, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 11, loss@min: 1.244172, loss@max: 1.337830, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 12, loss@min: 1.132626, loss@max: 1.317769, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 13, loss@min: 1.044819, loss@max: 1.287104, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 14, loss@min: 1.064835, loss@max: 1.323091, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 1.026008, loss@max: 1.301932, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.034151, loss@max: 1.305505, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.999283, loss@max: 1.324123, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 18, loss@min: 1.003844, loss@max: 1.311752, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 19, loss@min: 1.090890, loss@max: 1.349741, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 1.068939, loss@max: 1.359431, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 21, loss@min: 0.991206, loss@max: 1.379108, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 22, loss@min: 1.010173, loss@max: 1.400690, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 1.030860, loss@max: 1.397690, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 24, loss@min: 1.003685, loss@max: 1.376215, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 0.987537, loss@max: 1.373521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.003127, loss@max: 1.371974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.999648, loss@max: 1.391584, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 28, loss@min: 0.964054, loss@max: 1.411856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.990846, loss@max: 1.386872, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 0.969463, loss@max: 1.402900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.963326, loss@max: 1.387227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.976123, loss@max: 1.422790, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 0.977703, loss@max: 1.406565, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 1.009057, loss@max: 1.410719, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 35, loss@min: 0.991135, loss@max: 1.406885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.981635, loss@max: 1.395544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.970833, loss@max: 1.401558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.958551, loss@max: 1.421058, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.025452, loss@max: 1.395345, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 40, loss@min: 0.963742, loss@max: 1.392455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.978471, loss@max: 1.408006, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 1.001816, loss@max: 1.407646, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 43, loss@min: 1.004948, loss@max: 1.377040, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 0.993035, loss@max: 1.413523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.982265, loss@max: 1.386478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.971510, loss@max: 1.402753, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.963216, loss@max: 1.427654, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.954503, loss@max: 1.403095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.967916, loss@max: 1.397819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.975983, loss@max: 1.399123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.993521, loss@max: 1.393548, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 0.955461, loss@max: 1.402412, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 0.948258, loss@max: 1.404888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.969167, loss@max: 1.398664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.990887, loss@max: 1.390949, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 56, loss@min: 0.969144, loss@max: 1.412149, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 57, loss@min: 0.955475, loss@max: 1.399209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.949502, loss@max: 1.403867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.947557, loss@max: 1.407517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.981809, loss@max: 1.387634, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.966169, loss@max: 1.404256, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 62, loss@min: 0.944723, loss@max: 1.416768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.954362, loss@max: 1.395760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.974838, loss@max: 1.393108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.983528, loss@max: 1.391769, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 0.983335, loss@max: 1.393797, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 67, loss@min: 0.955784, loss@max: 1.392862, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.954199, loss@max: 1.390453, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 0.956147, loss@max: 1.380399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.975419, loss@max: 1.376141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.972052, loss@max: 1.374934, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 72, loss@min: 0.961194, loss@max: 1.396595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.973251, loss@max: 1.392063, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 74, loss@min: 0.967098, loss@max: 1.375042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.962582, loss@max: 1.385811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.961389, loss@max: 1.389209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.953958, loss@max: 1.378018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.949769, loss@max: 1.396205, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 0.958814, loss@max: 1.377089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.952630, loss@max: 1.383357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.556959, LT: 1.561725, Top1S: 70.649872, Top1T: 70.664986Best acc: 70.664986 Train:epoch: 81, loss@min: 0.949481, loss@max: 1.385087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.566837, LT: 1.570678, Top1S: 70.458435, Top1T: 70.518890 Train:epoch: 82, loss@min: 0.953822, loss@max: 1.379802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.570052, LT: 1.573325, Top1S: 70.503777, Top1T: 70.604530 Train:epoch: 83, loss@min: 0.959236, loss@max: 1.380665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.570441, LT: 1.573711, Top1S: 70.508812, Top1T: 70.579346 Train:epoch: 84, loss@min: 0.942936, loss@max: 1.379051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.571153, LT: 1.573459, Top1S: 70.564232, Top1T: 70.473549 Train:epoch: 85, loss@min: 0.949856, loss@max: 1.373157, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.577450, LT: 1.580071, Top1S: 70.518890, Top1T: 70.518890 Train:epoch: 86, loss@min: 0.953493, loss@max: 1.367714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.578133, LT: 1.583495, Top1S: 70.589417, Top1T: 70.554153 Train:epoch: 87, loss@min: 0.954136, loss@max: 1.379593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.585963, LT: 1.589569, Top1S: 70.503777, Top1T: 70.488663 Train:epoch: 88, loss@min: 0.947237, loss@max: 1.374790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.590959, LT: 1.597117, Top1S: 70.528961, Top1T: 70.418137 Train:epoch: 89, loss@min: 0.960369, loss@max: 1.378928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.589040, LT: 1.593409, Top1S: 70.493698, Top1T: 70.498741 Train:epoch: 90, loss@min: 0.953792, loss@max: 1.378901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.591018, LT: 1.595580, Top1S: 70.654907, Top1T: 70.604530 Train:epoch: 91, loss@min: 0.957447, loss@max: 1.367904, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.597337, LT: 1.602198, Top1S: 70.518890, Top1T: 70.387909 Train:epoch: 92, loss@min: 0.957023, loss@max: 1.371909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.598163, LT: 1.603157, Top1S: 70.418137, Top1T: 70.377831 Train:epoch: 93, loss@min: 0.954968, loss@max: 1.372840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.599717, LT: 1.603134, Top1S: 70.403023, Top1T: 70.433250 Train:epoch: 94, loss@min: 0.950541, loss@max: 1.374023, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.609664, LT: 1.612771, Top1S: 70.392944, Top1T: 70.377831 Train:epoch: 95, loss@min: 0.959706, loss@max: 1.378584, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 95, LS: 1.614167, LT: 1.617029, Top1S: 70.428207, Top1T: 70.418137 Train:epoch: 96, loss@min: 0.963909, loss@max: 1.359890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.615417, LT: 1.619278, Top1S: 70.549118, Top1T: 70.468513 Train:epoch: 97, loss@min: 0.947630, loss@max: 1.369778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.612035, LT: 1.614677, Top1S: 70.664986, Top1T: 70.664986 Train:epoch: 98, loss@min: 0.957875, loss@max: 1.363009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.615654, LT: 1.620064, Top1S: 70.528961, Top1T: 70.619644 Train:epoch: 99, loss@min: 0.949306, loss@max: 1.369111, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.620261, LT: 1.623857, Top1S: 70.423172, Top1T: 70.488663 Train:epoch: 100, loss@min: 0.952712, loss@max: 1.363373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.619153, LT: 1.622466, Top1S: 70.493698, Top1T: 70.539040 Train:epoch: 101, loss@min: 0.954276, loss@max: 1.368554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.624109, LT: 1.627786, Top1S: 70.544075, Top1T: 70.634758 Train:epoch: 102, loss@min: 0.957544, loss@max: 1.377539, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 1.626135, LT: 1.629230, Top1S: 70.498741, Top1T: 70.594460 Train:epoch: 103, loss@min: 0.958869, loss@max: 1.373473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.633353, LT: 1.637201, Top1S: 70.518890, Top1T: 70.574303 Train:epoch: 104, loss@min: 0.947605, loss@max: 1.372072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.632028, LT: 1.635163, Top1S: 70.564232, Top1T: 70.619644 Train:epoch: 105, loss@min: 0.949319, loss@max: 1.362149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.633974, LT: 1.637661, Top1S: 70.609566, Top1T: 70.654907 Train:epoch: 106, loss@min: 0.949288, loss@max: 1.363156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.637300, LT: 1.641099, Top1S: 70.675064, Top1T: 70.569267Best acc: 70.675064 Train:epoch: 107, loss@min: 0.945050, loss@max: 1.371522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.639789, LT: 1.643548, Top1S: 70.609566, Top1T: 70.639793 Train:epoch: 108, loss@min: 0.949653, loss@max: 1.365184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.640221, LT: 1.643405, Top1S: 70.584381, Top1T: 70.549118 Train:epoch: 109, loss@min: 0.960561, loss@max: 1.362180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.641231, LT: 1.644462, Top1S: 70.513855, Top1T: 70.534004 Train:epoch: 110, loss@min: 0.945834, loss@max: 1.367267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.644545, LT: 1.648261, Top1S: 70.523926, Top1T: 70.554153 Train:epoch: 111, loss@min: 0.952712, loss@max: 1.366304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.648895, LT: 1.652515, Top1S: 70.483627, Top1T: 70.554153 Train:epoch: 112, loss@min: 0.947916, loss@max: 1.367480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.651012, LT: 1.654769, Top1S: 70.554153, Top1T: 70.498741 Train:epoch: 113, loss@min: 0.954468, loss@max: 1.360120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.650806, LT: 1.654620, Top1S: 70.544075, Top1T: 70.528961 Train:epoch: 114, loss@min: 0.959992, loss@max: 1.370253, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 114, LS: 1.651509, LT: 1.655862, Top1S: 70.614609, Top1T: 70.604530 Train:epoch: 115, loss@min: 0.951967, loss@max: 1.363442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.653224, LT: 1.657221, Top1S: 70.559189, Top1T: 70.478584 Train:epoch: 116, loss@min: 0.950168, loss@max: 1.372518, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 116, LS: 1.654352, LT: 1.658329, Top1S: 70.554153, Top1T: 70.488663 Train:epoch: 117, loss@min: 0.949145, loss@max: 1.362886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.655088, LT: 1.658726, Top1S: 70.599495, Top1T: 70.599495 Train:epoch: 118, loss@min: 0.947837, loss@max: 1.365842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.655435, LT: 1.659105, Top1S: 70.539040, Top1T: 70.609566 Train:epoch: 119, loss@min: 0.954977, loss@max: 1.370964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.657245, LT: 1.661085, Top1S: 70.614609, Top1T: 70.609566 Train:epoch: 120, loss@min: 0.944791, loss@max: 1.368661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.657594, LT: 1.661426, Top1S: 70.604530, Top1T: 70.594460 Train:epoch: 121, loss@min: 0.968969, loss@max: 1.370640, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 121, LS: 1.658242, LT: 1.662193, Top1S: 70.564232, Top1T: 70.614609 Train:epoch: 122, loss@min: 0.959327, loss@max: 1.378510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.660759, LT: 1.664744, Top1S: 70.624680, Top1T: 70.599495 Train:epoch: 123, loss@min: 0.951342, loss@max: 1.365651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.662939, LT: 1.667025, Top1S: 70.624680, Top1T: 70.584381 Train:epoch: 124, loss@min: 0.954884, loss@max: 1.370616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.663857, LT: 1.667832, Top1S: 70.644836, Top1T: 70.559189 Train:epoch: 125, loss@min: 0.946432, loss@max: 1.363909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.663991, LT: 1.667949, Top1S: 70.614609, Top1T: 70.518890 Train:epoch: 126, loss@min: 0.971103, loss@max: 1.381276, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 126, LS: 1.664302, LT: 1.668495, Top1S: 70.483627, Top1T: 70.503777 Train:epoch: 127, loss@min: 0.948909, loss@max: 1.360892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.664049, LT: 1.668133, Top1S: 70.448357, Top1T: 70.463470 Train:epoch: 128, loss@min: 0.999805, loss@max: 1.377300, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 128, LS: 1.664620, LT: 1.668443, Top1S: 70.493698, Top1T: 70.478584 Train:epoch: 129, loss@min: 0.958326, loss@max: 1.371741, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 129, LS: 1.664549, LT: 1.668772, Top1S: 70.433250, Top1T: 70.513855 Train:epoch: 130, loss@min: 0.954588, loss@max: 1.366404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.664584, LT: 1.668716, Top1S: 70.508812, Top1T: 70.478584 Train:epoch: 131, loss@min: 0.951561, loss@max: 1.362046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.664269, LT: 1.668229, Top1S: 70.523926, Top1T: 70.534004 Train:epoch: 132, loss@min: 0.950920, loss@max: 1.365676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.664555, LT: 1.668361, Top1S: 70.584381, Top1T: 70.559189 Train:epoch: 133, loss@min: 0.958682, loss@max: 1.376051, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 133, LS: 1.664755, LT: 1.668562, Top1S: 70.599495, Top1T: 70.594460 Train:epoch: 134, loss@min: 0.957090, loss@max: 1.359473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.664895, LT: 1.668578, Top1S: 70.619644, Top1T: 70.574303 Train:epoch: 135, loss@min: 0.950711, loss@max: 1.364041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.664814, LT: 1.668650, Top1S: 70.614609, Top1T: 70.579346 Train:epoch: 136, loss@min: 0.947379, loss@max: 1.366446, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.665068, LT: 1.668962, Top1S: 70.619644, Top1T: 70.609566 Train:epoch: 137, loss@min: 0.970422, loss@max: 1.371820, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 137, LS: 1.665568, LT: 1.669362, Top1S: 70.634758, Top1T: 70.624680 Train:epoch: 138, loss@min: 0.947847, loss@max: 1.367137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.665999, LT: 1.669764, Top1S: 70.569267, Top1T: 70.624680 Train:epoch: 139, loss@min: 0.953798, loss@max: 1.366769, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.666285, LT: 1.670063, Top1S: 70.579346, Top1T: 70.654907 Train:epoch: 140, loss@min: 0.945784, loss@max: 1.362460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.666315, LT: 1.670099, Top1S: 70.564232, Top1T: 70.644836 Train:epoch: 141, loss@min: 0.945642, loss@max: 1.365428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.666314, LT: 1.670183, Top1S: 70.569267, Top1T: 70.644836 Train:epoch: 142, loss@min: 0.965942, loss@max: 1.369985, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 142, LS: 1.666456, LT: 1.670311, Top1S: 70.604530, Top1T: 70.639793 Train:epoch: 143, loss@min: 0.949599, loss@max: 1.368711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.666645, LT: 1.670497, Top1S: 70.584381, Top1T: 70.624680 Train:epoch: 144, loss@min: 0.945864, loss@max: 1.369959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.666689, LT: 1.670547, Top1S: 70.599495, Top1T: 70.619644{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Aug 11 00:52:47 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.146723, loss@max: 1.710864, Top1S acc: 100.000000, Top1T acc: 63.671875 Train:epoch: 2, loss@min: 2.791635, loss@max: 1.592260, Top1S acc: 100.000000, Top1T acc: 74.218750 Train:epoch: 3, loss@min: 2.031612, loss@max: 1.492914, Top1S acc: 100.000000, Top1T acc: 82.421875 Train:epoch: 4, loss@min: 2.090021, loss@max: 1.551818, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 5, loss@min: 1.581809, loss@max: 1.425955, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 6, loss@min: 1.569178, loss@max: 1.424474, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 7, loss@min: 1.486970, loss@max: 1.401976, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 8, loss@min: 1.406051, loss@max: 1.392709, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 9, loss@min: 1.315590, loss@max: 1.353243, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 10, loss@min: 1.375714, loss@max: 1.388626, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 11, loss@min: 1.212494, loss@max: 1.356034, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 12, loss@min: 1.101222, loss@max: 1.312125, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 1.172249, loss@max: 1.335613, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 14, loss@min: 1.081662, loss@max: 1.324250, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 15, loss@min: 1.054375, loss@max: 1.314980, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 1.026164, loss@max: 1.303589, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 17, loss@min: 1.049743, loss@max: 1.303792, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 18, loss@min: 1.038249, loss@max: 1.321887, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 1.022037, loss@max: 1.318719, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 20, loss@min: 1.008951, loss@max: 1.316287, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.003245, loss@max: 1.323655, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 1.005490, loss@max: 1.329920, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 1.006641, loss@max: 1.324444, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 24, loss@min: 1.007794, loss@max: 1.338469, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 25, loss@min: 1.069086, loss@max: 1.348714, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 26, loss@min: 0.984497, loss@max: 1.333622, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.952954, loss@max: 1.353878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.978927, loss@max: 1.349823, Top1S acc: 100.000000, Top1T acc: 99.609375{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Aug 11 01:11:20 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.530268, loss@max: 1.478902, Top1S acc: 100.000000, Top1T acc: 66.796875 Train:epoch: 2, loss@min: 2.706474, loss@max: 1.458482, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 3, loss@min: 2.579819, loss@max: 1.508612, Top1S acc: 100.000000, Top1T acc: 77.734375 Train:epoch: 4, loss@min: 2.314784, loss@max: 1.523577, Top1S acc: 100.000000, Top1T acc: 78.125000 Train:epoch: 5, loss@min: 1.959081, loss@max: 1.490018, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 6, loss@min: 1.970129, loss@max: 1.534180, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 7, loss@min: 1.617495, loss@max: 1.470983, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 8, loss@min: 1.414384, loss@max: 1.424302, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 9, loss@min: 1.419346, loss@max: 1.425384, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 10, loss@min: 1.308682, loss@max: 1.383222, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 11, loss@min: 1.264250, loss@max: 1.379401, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 12, loss@min: 1.160219, loss@max: 1.358501, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 1.194892, loss@max: 1.370150, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 14, loss@min: 1.176425, loss@max: 1.376265, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 15, loss@min: 1.127715, loss@max: 1.347670, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 16, loss@min: 1.066279, loss@max: 1.333614, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 17, loss@min: 1.105663, loss@max: 1.356092, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 18, loss@min: 1.081875, loss@max: 1.354850, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 1.022441, loss@max: 1.318739, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 20, loss@min: 1.015380, loss@max: 1.322217, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 1.051201, loss@max: 1.347450, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 22, loss@min: 1.039031, loss@max: 1.338363, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 1.009475, loss@max: 1.348897, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 1.014259, loss@max: 1.351368, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 25, loss@min: 1.024505, loss@max: 1.336359, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.993195, loss@max: 1.336850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.992569, loss@max: 1.346154, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 28, loss@min: 0.963740, loss@max: 1.340832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.999848, loss@max: 1.373749, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.004308, loss@max: 1.371391, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.967171, loss@max: 1.355950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.970402, loss@max: 1.342138, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.992937, loss@max: 1.376009, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 0.971707, loss@max: 1.355075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.973024, loss@max: 1.355128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.955128, loss@max: 1.376664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.975722, loss@max: 1.372810, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 0.978224, loss@max: 1.388875, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 0.974170, loss@max: 1.378015, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 40, loss@min: 0.957179, loss@max: 1.384152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.967312, loss@max: 1.385036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.977752, loss@max: 1.398721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.980703, loss@max: 1.385291, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 0.979424, loss@max: 1.375735, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 0.986257, loss@max: 1.418819, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.976779, loss@max: 1.388944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.987963, loss@max: 1.385180, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.997522, loss@max: 1.384196, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 1.014358, loss@max: 1.413127, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 0.962137, loss@max: 1.393602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.980768, loss@max: 1.385585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.971364, loss@max: 1.386944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.976201, loss@max: 1.387843, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 0.956785, loss@max: 1.391336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.002774, loss@max: 1.397680, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 56, loss@min: 0.968943, loss@max: 1.391654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.963529, loss@max: 1.394520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.964452, loss@max: 1.387290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.956008, loss@max: 1.381821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.963057, loss@max: 1.377697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.972018, loss@max: 1.392286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.966872, loss@max: 1.391536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.967100, loss@max: 1.376754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.961891, loss@max: 1.389865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.948512, loss@max: 1.403197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.954223, loss@max: 1.397829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.981327, loss@max: 1.393100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.969033, loss@max: 1.382637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.983899, loss@max: 1.404946, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.962853, loss@max: 1.384483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.979498, loss@max: 1.396651, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 72, loss@min: 0.964658, loss@max: 1.391860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.960122, loss@max: 1.390056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.952293, loss@max: 1.387599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.953150, loss@max: 1.399676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.947875, loss@max: 1.386569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.966692, loss@max: 1.389211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.959808, loss@max: 1.383460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.959143, loss@max: 1.379774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.971570, loss@max: 1.372416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.569394, LT: 1.569080, Top1S: 64.992439, Top1T: 64.841309Best acc: 64.992439 Train:epoch: 81, loss@min: 0.953334, loss@max: 1.384375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.569103, LT: 1.569873, Top1S: 64.977325, Top1T: 64.821159 Train:epoch: 82, loss@min: 0.957644, loss@max: 1.372181, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.569711, LT: 1.570303, Top1S: 64.952141, Top1T: 64.821159 Train:epoch: 83, loss@min: 0.957128, loss@max: 1.379054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.570899, LT: 1.570572, Top1S: 64.942062, Top1T: 64.836273 Train:epoch: 84, loss@min: 0.959674, loss@max: 1.381559, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 84, LS: 1.572021, LT: 1.570833, Top1S: 64.947098, Top1T: 64.901764 Train:epoch: 85, loss@min: 0.950727, loss@max: 1.381464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.572964, LT: 1.571156, Top1S: 64.942062, Top1T: 64.901764 Train:epoch: 86, loss@min: 0.949939, loss@max: 1.378307, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.573643, LT: 1.571806, Top1S: 64.931984, Top1T: 64.871536 Train:epoch: 87, loss@min: 0.956687, loss@max: 1.376663, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.574060, LT: 1.572419, Top1S: 64.962212, Top1T: 64.886650 Train:epoch: 88, loss@min: 0.955085, loss@max: 1.384628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.575133, LT: 1.574032, Top1S: 64.937027, Top1T: 64.896721 Train:epoch: 89, loss@min: 0.970434, loss@max: 1.387222, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 89, LS: 1.576564, LT: 1.575786, Top1S: 64.916878, Top1T: 64.871536 Train:epoch: 90, loss@min: 0.952671, loss@max: 1.381504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.577543, LT: 1.577386, Top1S: 64.901764, Top1T: 64.785889 Train:epoch: 91, loss@min: 0.950780, loss@max: 1.381793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.578313, LT: 1.578716, Top1S: 65.002518, Top1T: 64.816116Best acc: 65.002518 Train:epoch: 92, loss@min: 0.950464, loss@max: 1.381484, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.579289, LT: 1.579533, Top1S: 64.957176, Top1T: 64.826195 Train:epoch: 93, loss@min: 0.953208, loss@max: 1.387162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.580481, LT: 1.580078, Top1S: 64.962212, Top1T: 64.826195 Train:epoch: 94, loss@min: 0.962943, loss@max: 1.377083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.581666, LT: 1.580848, Top1S: 64.931984, Top1T: 64.765739 Train:epoch: 95, loss@min: 0.957140, loss@max: 1.377786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.582598, LT: 1.581618, Top1S: 64.911835, Top1T: 64.745590 Train:epoch: 96, loss@min: 0.952307, loss@max: 1.385175, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.583017, LT: 1.582191, Top1S: 64.871536, Top1T: 64.715363 Train:epoch: 97, loss@min: 0.954947, loss@max: 1.374554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.582575, LT: 1.581824, Top1S: 64.891685, Top1T: 64.775818 Train:epoch: 98, loss@min: 0.955565, loss@max: 1.378288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.582583, LT: 1.581769, Top1S: 64.926949, Top1T: 64.735512 Train:epoch: 99, loss@min: 0.980606, loss@max: 1.384884, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 99, LS: 1.583139, LT: 1.582297, Top1S: 64.967255, Top1T: 64.690170 Train:epoch: 100, loss@min: 0.973956, loss@max: 1.383236, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 1.584193, LT: 1.582943, Top1S: 64.977325, Top1T: 64.649872 Train:epoch: 101, loss@min: 0.954788, loss@max: 1.369902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.585033, LT: 1.583441, Top1S: 65.002518, Top1T: 64.634758 Train:epoch: 102, loss@min: 0.955867, loss@max: 1.366706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.585438, LT: 1.583785, Top1S: 64.962212, Top1T: 64.664986 Train:epoch: 103, loss@min: 0.958738, loss@max: 1.369593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.585855, LT: 1.584242, Top1S: 65.022667, Top1T: 64.680099Best acc: 65.022667 Train:epoch: 104, loss@min: 0.956184, loss@max: 1.368669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.586296, LT: 1.584651, Top1S: 65.002518, Top1T: 64.740555 Train:epoch: 105, loss@min: 0.950288, loss@max: 1.375897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.586715, LT: 1.584951, Top1S: 64.992439, Top1T: 64.750626 Train:epoch: 106, loss@min: 0.955640, loss@max: 1.376300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.587381, LT: 1.585187, Top1S: 64.942062, Top1T: 64.790932 Train:epoch: 107, loss@min: 0.951685, loss@max: 1.369968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.587781, LT: 1.585294, Top1S: 64.942062, Top1T: 64.775818 Train:epoch: 108, loss@min: 0.950233, loss@max: 1.374570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.587831, LT: 1.585452, Top1S: 64.942062, Top1T: 64.755669 Train:epoch: 109, loss@min: 0.954118, loss@max: 1.373523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.587697, LT: 1.585637, Top1S: 64.942062, Top1T: 64.745590 Train:epoch: 110, loss@min: 0.957509, loss@max: 1.374841, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.587588, LT: 1.585962, Top1S: 64.947098, Top1T: 64.740555 Train:epoch: 111, loss@min: 0.959223, loss@max: 1.375448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.587634, LT: 1.586180, Top1S: 64.952141, Top1T: 64.755669 Train:epoch: 112, loss@min: 0.959497, loss@max: 1.364756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.587834, LT: 1.586450, Top1S: 64.962212, Top1T: 64.760704 Train:epoch: 113, loss@min: 0.955806, loss@max: 1.362343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.587987, LT: 1.586810, Top1S: 64.997482, Top1T: 64.760704 Train:epoch: 114, loss@min: 0.960894, loss@max: 1.371447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.588164, LT: 1.586994, Top1S: 65.012589, Top1T: 64.745590 Train:epoch: 115, loss@min: 0.962212, loss@max: 1.380154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.588438, LT: 1.587109, Top1S: 64.982368, Top1T: 64.760704 Train:epoch: 116, loss@min: 0.957788, loss@max: 1.372661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.588731, LT: 1.587245, Top1S: 64.982368, Top1T: 64.790932 Train:epoch: 117, loss@min: 0.952944, loss@max: 1.367383, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.588965, LT: 1.587354, Top1S: 64.977325, Top1T: 64.790932 Train:epoch: 118, loss@min: 0.958739, loss@max: 1.371561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.589223, LT: 1.587397, Top1S: 64.992439, Top1T: 64.816116 Train:epoch: 119, loss@min: 0.968813, loss@max: 1.377705, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 119, LS: 1.589550, LT: 1.587467, Top1S: 64.982368, Top1T: 64.821159 Train:epoch: 120, loss@min: 0.954067, loss@max: 1.368715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.589797, LT: 1.587525, Top1S: 64.997482, Top1T: 64.846344 Train:epoch: 121, loss@min: 0.953458, loss@max: 1.369400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.589923, LT: 1.587617, Top1S: 64.992439, Top1T: 64.831230 Train:epoch: 122, loss@min: 0.955781, loss@max: 1.379811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.590174, LT: 1.587805, Top1S: 64.997482, Top1T: 64.836273 Train:epoch: 123, loss@min: 0.949097, loss@max: 1.366792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.590422, LT: 1.588072, Top1S: 64.997482, Top1T: 64.821159 Train:epoch: 124, loss@min: 0.961646, loss@max: 1.371535, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.590613, LT: 1.588338, Top1S: 65.007553, Top1T: 64.801003 Train:epoch: 125, loss@min: 0.952194, loss@max: 1.364510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.590738, LT: 1.588592, Top1S: 65.012589, Top1T: 64.811081 Train:epoch: 126, loss@min: 0.958515, loss@max: 1.364047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.590845, LT: 1.588811, Top1S: 64.997482, Top1T: 64.816116 Train:epoch: 127, loss@min: 0.950795, loss@max: 1.367725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.590877, LT: 1.589011, Top1S: 64.992439, Top1T: 64.821159 Train:epoch: 128, loss@min: 0.950165, loss@max: 1.373559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.590853, LT: 1.589163, Top1S: 65.012589, Top1T: 64.831230 Train:epoch: 129, loss@min: 0.952697, loss@max: 1.367670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.590841, LT: 1.589237, Top1S: 65.017632, Top1T: 64.821159 Train:epoch: 130, loss@min: 0.985270, loss@max: 1.380536, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 130, LS: 1.590851, LT: 1.589264, Top1S: 65.022667, Top1T: 64.811081 Train:epoch: 131, loss@min: 0.953269, loss@max: 1.367560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.590918, LT: 1.589262, Top1S: 65.017632, Top1T: 64.821159 Train:epoch: 132, loss@min: 0.953197, loss@max: 1.365905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.591019, LT: 1.589291, Top1S: 65.007553, Top1T: 64.831230 Train:epoch: 133, loss@min: 0.952521, loss@max: 1.367247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.591098, LT: 1.589337, Top1S: 65.007553, Top1T: 64.841309 Train:epoch: 134, loss@min: 0.950436, loss@max: 1.375420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.591152, LT: 1.589383, Top1S: 64.992439, Top1T: 64.846344 Train:epoch: 135, loss@min: 0.956384, loss@max: 1.369815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.591203, LT: 1.589462, Top1S: 64.987404, Top1T: 64.846344 Train:epoch: 136, loss@min: 0.956487, loss@max: 1.375301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.591234, LT: 1.589519, Top1S: 64.982368, Top1T: 64.851379 Train:epoch: 137, loss@min: 0.954036, loss@max: 1.376683, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.591280, LT: 1.589585, Top1S: 64.977325, Top1T: 64.866493 Train:epoch: 138, loss@min: 0.948655, loss@max: 1.369495, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.591314, LT: 1.589634, Top1S: 64.967255, Top1T: 64.861458 Train:epoch: 139, loss@min: 0.951244, loss@max: 1.367561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.591351, LT: 1.589685, Top1S: 64.962212, Top1T: 64.866493 Train:epoch: 140, loss@min: 0.951587, loss@max: 1.370081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.591380, LT: 1.589725, Top1S: 64.967255, Top1T: 64.856422 Train:epoch: 141, loss@min: 0.967467, loss@max: 1.375397, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 141, LS: 1.591396, LT: 1.589759, Top1S: 64.967255, Top1T: 64.846344 Train:epoch: 142, loss@min: 0.962846, loss@max: 1.369982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.591411, LT: 1.589785, Top1S: 64.972290, Top1T: 64.851379 Train:epoch: 143, loss@min: 0.951491, loss@max: 1.361283, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.591429, LT: 1.589810, Top1S: 64.972290, Top1T: 64.851379 Train:epoch: 144, loss@min: 0.957818, loss@max: 1.367894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.591440, LT: 1.589827, Top1S: 64.972290, Top1T: 64.851379 Train:epoch: 145, loss@min: 0.951988, loss@max: 1.369296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.591448, LT: 1.589838, Top1S: 64.972290, Top1T: 64.851379 Train:epoch: 146, loss@min: 0.959140, loss@max: 1.374382, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.591451, LT: 1.589844, Top1S: 64.972290, Top1T: 64.851379 Train:epoch: 147, loss@min: 0.958089, loss@max: 1.370410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.591453, LT: 1.589847, Top1S: 64.972290, Top1T: 64.851379 Train:epoch: 148, loss@min: 0.953872, loss@max: 1.368115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.591453, LT: 1.589849, Top1S: 64.972290, Top1T: 64.856422 Train:epoch: 149, loss@min: 0.955346, loss@max: 1.366397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.591453, LT: 1.589849, Top1S: 64.972290, Top1T: 64.856422 Train:epoch: 150, loss@min: 0.949099, loss@max: 1.370052, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.591453, LT: 1.589849, Top1S: 64.972290, Top1T: 64.856422 ------------------------------------------- Fri Aug 11 10:49:51 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Aug 11 11:19:59 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.780216, loss@max: 1.417739, Top1S acc: 100.000000, Top1T acc: 61.328125 Train:epoch: 2, loss@min: 3.047346, loss@max: 1.345999, Top1S acc: 100.000000, Top1T acc: 71.093750 Train:epoch: 3, loss@min: 2.880478, loss@max: 1.405720, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 4, loss@min: 2.631941, loss@max: 1.441584, Top1S acc: 100.000000, Top1T acc: 73.828125 Train:epoch: 5, loss@min: 2.371398, loss@max: 1.458617, Top1S acc: 100.000000, Top1T acc: 79.687500 Train:epoch: 6, loss@min: 2.236144, loss@max: 1.483901, Top1S acc: 100.000000, Top1T acc: 78.125000 Train:epoch: 7, loss@min: 2.104239, loss@max: 1.486705, Top1S acc: 100.000000, Top1T acc: 79.296875 Train:epoch: 8, loss@min: 1.963215, loss@max: 1.490200, Top1S acc: 100.000000, Top1T acc: 82.031250 Train:epoch: 9, loss@min: 1.867750, loss@max: 1.483722, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 10, loss@min: 1.632365, loss@max: 1.447049, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 11, loss@min: 1.901064, loss@max: 1.538501, Top1S acc: 100.000000, Top1T acc: 83.593750 Train:epoch: 12, loss@min: 1.707565, loss@max: 1.493826, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 13, loss@min: 1.518379, loss@max: 1.449414, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 14, loss@min: 1.544315, loss@max: 1.464030, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 15, loss@min: 1.459794, loss@max: 1.464320, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 16, loss@min: 1.401694, loss@max: 1.433742, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 17, loss@min: 1.309492, loss@max: 1.417538, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 18, loss@min: 1.287758, loss@max: 1.420375, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 19, loss@min: 1.358562, loss@max: 1.448221, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 20, loss@min: 1.333238, loss@max: 1.435878, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 21, loss@min: 1.205287, loss@max: 1.404997, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 22, loss@min: 1.221640, loss@max: 1.410349, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 23, loss@min: 1.163186, loss@max: 1.402572, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 24, loss@min: 1.177235, loss@max: 1.413578, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 25, loss@min: 1.087149, loss@max: 1.379748, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 26, loss@min: 1.115596, loss@max: 1.396351, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 27, loss@min: 1.125395, loss@max: 1.414118, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 28, loss@min: 1.091223, loss@max: 1.376910, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 29, loss@min: 1.049091, loss@max: 1.379564, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 1.064253, loss@max: 1.390091, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 1.035161, loss@max: 1.377608, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 1.092712, loss@max: 1.399569, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 33, loss@min: 1.066548, loss@max: 1.380577, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 34, loss@min: 1.112411, loss@max: 1.405918, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 35, loss@min: 1.060462, loss@max: 1.395387, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 36, loss@min: 1.073188, loss@max: 1.382731, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 37, loss@min: 1.008999, loss@max: 1.370424, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.029406, loss@max: 1.386569, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 39, loss@min: 1.065526, loss@max: 1.394140, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 40, loss@min: 1.008269, loss@max: 1.380276, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 1.016901, loss@max: 1.387299, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 42, loss@min: 1.023963, loss@max: 1.381077, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 43, loss@min: 1.026244, loss@max: 1.386537, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 1.060951, loss@max: 1.406319, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 45, loss@min: 1.030091, loss@max: 1.388736, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 46, loss@min: 1.007245, loss@max: 1.385916, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 47, loss@min: 1.030577, loss@max: 1.394115, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 48, loss@min: 0.982415, loss@max: 1.373737, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 0.980008, loss@max: 1.372334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.990269, loss@max: 1.377400, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 1.020136, loss@max: 1.391332, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 0.987307, loss@max: 1.382695, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 0.986116, loss@max: 1.380521, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 0.990137, loss@max: 1.385359, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 55, loss@min: 1.034062, loss@max: 1.396245, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 56, loss@min: 1.008572, loss@max: 1.387197, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 57, loss@min: 0.979541, loss@max: 1.382537, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 58, loss@min: 0.990581, loss@max: 1.379690, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.974243, loss@max: 1.378997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.026611, loss@max: 1.392431, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 61, loss@min: 0.986249, loss@max: 1.379248, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 62, loss@min: 1.009919, loss@max: 1.389749, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 63, loss@min: 0.977333, loss@max: 1.381075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.018686, loss@max: 1.397042, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 65, loss@min: 1.040220, loss@max: 1.394835, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 66, loss@min: 0.996441, loss@max: 1.395710, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 67, loss@min: 0.988758, loss@max: 1.382669, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 68, loss@min: 0.968495, loss@max: 1.375897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.964570, loss@max: 1.365757, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.986859, loss@max: 1.385046, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 71, loss@min: 0.980432, loss@max: 1.376528, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 72, loss@min: 0.991544, loss@max: 1.389679, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 73, loss@min: 0.990444, loss@max: 1.386683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.969021, loss@max: 1.374338, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 75, loss@min: 0.970697, loss@max: 1.374194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.997842, loss@max: 1.390632, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 77, loss@min: 0.968688, loss@max: 1.372940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.997927, loss@max: 1.384524, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 79, loss@min: 0.967785, loss@max: 1.379368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.967785, loss@max: 1.376560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.732601, LT: 1.721222, Top1S: 70.292191, Top1T: 70.292191Best acc: 70.292191 Train:epoch: 81, loss@min: 0.968855, loss@max: 1.383472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.744508, LT: 1.733082, Top1S: 70.125938, Top1T: 70.136017 Train:epoch: 82, loss@min: 0.975803, loss@max: 1.377978, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 82, LS: 1.742264, LT: 1.730836, Top1S: 70.045334, Top1T: 70.146095 Train:epoch: 83, loss@min: 0.983684, loss@max: 1.382145, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 1.741855, LT: 1.730605, Top1S: 70.236771, Top1T: 70.272041 Train:epoch: 84, loss@min: 0.959222, loss@max: 1.369723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.747990, LT: 1.736274, Top1S: 70.120903, Top1T: 70.266998 Train:epoch: 85, loss@min: 0.956139, loss@max: 1.366623, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.750783, LT: 1.739509, Top1S: 70.040298, Top1T: 70.136017 Train:epoch: 86, loss@min: 0.969008, loss@max: 1.373928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.749433, LT: 1.738193, Top1S: 70.025185, Top1T: 70.010071 Train:epoch: 87, loss@min: 0.979716, loss@max: 1.384998, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 87, LS: 1.751110, LT: 1.739996, Top1S: 69.969772, Top1T: 69.969772 Train:epoch: 88, loss@min: 0.964733, loss@max: 1.370706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.753884, LT: 1.742473, Top1S: 70.191437, Top1T: 70.282112 Train:epoch: 89, loss@min: 1.018786, loss@max: 1.389759, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 89, LS: 1.752745, LT: 1.741482, Top1S: 70.191437, Top1T: 70.226700 Train:epoch: 90, loss@min: 0.971984, loss@max: 1.382760, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 90, LS: 1.758723, LT: 1.747043, Top1S: 70.231735, Top1T: 70.302261Best acc: 70.302261 Train:epoch: 91, loss@min: 0.958366, loss@max: 1.372784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.762067, LT: 1.750891, Top1S: 70.206543, Top1T: 70.266998 Train:epoch: 92, loss@min: 0.984070, loss@max: 1.381095, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 1.760428, LT: 1.748984, Top1S: 70.035263, Top1T: 70.060448 Train:epoch: 93, loss@min: 0.986369, loss@max: 1.385638, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 93, LS: 1.759235, LT: 1.747844, Top1S: 70.201508, Top1T: 70.277077 Train:epoch: 94, loss@min: 0.976365, loss@max: 1.374398, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 1.761958, LT: 1.750320, Top1S: 70.236771, Top1T: 70.251884 Train:epoch: 95, loss@min: 0.986487, loss@max: 1.383098, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 95, LS: 1.763756, LT: 1.752262, Top1S: 70.065491, Top1T: 70.105789 Train:epoch: 96, loss@min: 0.973599, loss@max: 1.379178, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 1.768951, LT: 1.757508, Top1S: 70.005035, Top1T: 70.060448 Train:epoch: 97, loss@min: 0.962026, loss@max: 1.370869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.759252, LT: 1.747912, Top1S: 70.141052, Top1T: 70.171280 Train:epoch: 98, loss@min: 0.966764, loss@max: 1.371776, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 98, LS: 1.766631, LT: 1.755143, Top1S: 70.186394, Top1T: 70.216621 Train:epoch: 99, loss@min: 0.965233, loss@max: 1.372431, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.768697, LT: 1.757325, Top1S: 70.095718, Top1T: 70.090675 Train:epoch: 100, loss@min: 0.958852, loss@max: 1.366903, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.769401, LT: 1.757878, Top1S: 70.085640, Top1T: 70.065491 Train:epoch: 101, loss@min: 0.983013, loss@max: 1.376997, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 101, LS: 1.770795, LT: 1.759246, Top1S: 70.055412, Top1T: 70.040298 Train:epoch: 102, loss@min: 0.984728, loss@max: 1.377526, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 1.774400, LT: 1.762990, Top1S: 69.989922, Top1T: 70.025185 Train:epoch: 103, loss@min: 0.973322, loss@max: 1.377951, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 103, LS: 1.779703, LT: 1.768376, Top1S: 70.176323, Top1T: 70.196472 Train:epoch: 104, loss@min: 0.961722, loss@max: 1.376693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.772292, LT: 1.760936, Top1S: 70.251884, Top1T: 70.302261 Train:epoch: 105, loss@min: 0.951884, loss@max: 1.363274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.774740, LT: 1.763302, Top1S: 70.246849, Top1T: 70.241814 Train:epoch: 106, loss@min: 0.963095, loss@max: 1.369503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.777884, LT: 1.766420, Top1S: 70.100754, Top1T: 70.196472 Train:epoch: 107, loss@min: 0.963568, loss@max: 1.371992, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 107, LS: 1.778437, LT: 1.766914, Top1S: 70.025185, Top1T: 70.060448 Train:epoch: 108, loss@min: 0.959952, loss@max: 1.372025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.777088, LT: 1.765626, Top1S: 70.005035, Top1T: 69.974808 Train:epoch: 109, loss@min: 0.956919, loss@max: 1.368072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.777481, LT: 1.765929, Top1S: 70.040298, Top1T: 70.085640 Train:epoch: 110, loss@min: 0.956362, loss@max: 1.367259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.781862, LT: 1.770372, Top1S: 70.010071, Top1T: 70.035263 Train:epoch: 111, loss@min: 0.960914, loss@max: 1.368405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.784502, LT: 1.773014, Top1S: 70.045334, Top1T: 70.060448 Train:epoch: 112, loss@min: 0.962531, loss@max: 1.372069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.782539, LT: 1.770934, Top1S: 70.085640, Top1T: 70.136017 Train:epoch: 113, loss@min: 0.957093, loss@max: 1.369841, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.782685, LT: 1.771007, Top1S: 70.161209, Top1T: 70.206543 Train:epoch: 114, loss@min: 0.976200, loss@max: 1.379924, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.781954, LT: 1.770323, Top1S: 70.292191, Top1T: 70.246849 Train:epoch: 115, loss@min: 0.962194, loss@max: 1.372906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.782947, LT: 1.771300, Top1S: 70.256927, Top1T: 70.272041 Train:epoch: 116, loss@min: 0.965182, loss@max: 1.372789, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 116, LS: 1.784564, LT: 1.772953, Top1S: 70.191437, Top1T: 70.196472 Train:epoch: 117, loss@min: 0.956305, loss@max: 1.368499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.786112, LT: 1.774485, Top1S: 70.216621, Top1T: 70.216621 Train:epoch: 118, loss@min: 0.955423, loss@max: 1.372807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.786472, LT: 1.774839, Top1S: 70.282112, Top1T: 70.282112 Train:epoch: 119, loss@min: 0.971273, loss@max: 1.378351, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 119, LS: 1.788452, LT: 1.776852, Top1S: 70.231735, Top1T: 70.201508 Train:epoch: 120, loss@min: 0.959551, loss@max: 1.373306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.788423, LT: 1.776882, Top1S: 70.216621, Top1T: 70.302261 Train:epoch: 121, loss@min: 0.975531, loss@max: 1.375490, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 121, LS: 1.788464, LT: 1.776911, Top1S: 70.211586, Top1T: 70.141052 Train:epoch: 122, loss@min: 1.004011, loss@max: 1.386060, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 122, LS: 1.790038, LT: 1.778441, Top1S: 70.130981, Top1T: 70.115868 Train:epoch: 123, loss@min: 0.960744, loss@max: 1.372599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.792152, LT: 1.780491, Top1S: 70.151131, Top1T: 70.105789 Train:epoch: 124, loss@min: 0.969004, loss@max: 1.376753, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 124, LS: 1.792409, LT: 1.780789, Top1S: 70.176323, Top1T: 70.125938 Train:epoch: 125, loss@min: 0.955210, loss@max: 1.365370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.791249, LT: 1.779675, Top1S: 70.090675, Top1T: 70.055412 Train:epoch: 126, loss@min: 0.997517, loss@max: 1.392860, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 126, LS: 1.790823, LT: 1.779200, Top1S: 70.085640, Top1T: 70.065491 Train:epoch: 127, loss@min: 0.951322, loss@max: 1.364975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.790117, LT: 1.778475, Top1S: 70.085640, Top1T: 70.110832 Train:epoch: 128, loss@min: 1.040575, loss@max: 1.394798, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 128, LS: 1.789812, LT: 1.778189, Top1S: 70.151131, Top1T: 70.130981 Train:epoch: 129, loss@min: 0.995559, loss@max: 1.384328, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 129, LS: 1.789255, LT: 1.777726, Top1S: 70.050377, Top1T: 70.085640 Train:epoch: 130, loss@min: 0.966349, loss@max: 1.375275, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 130, LS: 1.788716, LT: 1.777226, Top1S: 70.125938, Top1T: 70.130981 Train:epoch: 131, loss@min: 0.969638, loss@max: 1.375856, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 131, LS: 1.788522, LT: 1.777007, Top1S: 70.141052, Top1T: 70.181358 Train:epoch: 132, loss@min: 0.969176, loss@max: 1.375086, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 132, LS: 1.789713, LT: 1.778197, Top1S: 70.100754, Top1T: 70.120903 Train:epoch: 133, loss@min: 1.019782, loss@max: 1.391644, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 133, LS: 1.790351, LT: 1.778824, Top1S: 70.040298, Top1T: 70.105789 Train:epoch: 134, loss@min: 0.967483, loss@max: 1.369665, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 134, LS: 1.790308, LT: 1.778769, Top1S: 70.065491, Top1T: 70.166245 Train:epoch: 135, loss@min: 0.957691, loss@max: 1.367736, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.790036, LT: 1.778523, Top1S: 70.095718, Top1T: 70.161209 Train:epoch: 136, loss@min: 0.953415, loss@max: 1.368636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.789849, LT: 1.778338, Top1S: 70.110832, Top1T: 70.196472 Train:epoch: 137, loss@min: 0.969046, loss@max: 1.378107, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 137, LS: 1.790171, LT: 1.778654, Top1S: 70.171280, Top1T: 70.166245 Train:epoch: 138, loss@min: 0.964684, loss@max: 1.374736, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 138, LS: 1.790407, LT: 1.778898, Top1S: 70.115868, Top1T: 70.166245 Train:epoch: 139, loss@min: 0.990728, loss@max: 1.381403, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 139, LS: 1.790804, LT: 1.779295, Top1S: 70.090675, Top1T: 70.136017 Train:epoch: 140, loss@min: 0.952383, loss@max: 1.364232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.790797, LT: 1.779286, Top1S: 70.095718, Top1T: 70.125938 Train:epoch: 141, loss@min: 0.952004, loss@max: 1.365474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.790660, LT: 1.779154, Top1S: 70.080605, Top1T: 70.110832 Train:epoch: 142, loss@min: 0.998864, loss@max: 1.385020, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 142, LS: 1.790696, LT: 1.779198, Top1S: 70.100754, Top1T: 70.136017 Train:epoch: 143, loss@min: 0.966130, loss@max: 1.377012, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 1.790828, LT: 1.779327, Top1S: 70.105789, Top1T: 70.141052 Train:epoch: 144, loss@min: 0.965595, loss@max: 1.371956, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 144, LS: 1.790767, LT: 1.779264, Top1S: 70.105789, Top1T: 70.146095 Train:epoch: 145, loss@min: 0.979665, loss@max: 1.385320, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 145, LS: 1.790754, LT: 1.779247, Top1S: 70.105789, Top1T: 70.151131 Train:epoch: 146, loss@min: 0.980289, loss@max: 1.378495, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 146, LS: 1.790801, LT: 1.779294, Top1S: 70.095718, Top1T: 70.130981 Train:epoch: 147, loss@min: 0.962135, loss@max: 1.370516, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 147, LS: 1.790818, LT: 1.779311, Top1S: 70.100754, Top1T: 70.130981 Train:epoch: 148, loss@min: 0.963274, loss@max: 1.368482, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 148, LS: 1.790803, LT: 1.779297, Top1S: 70.105789, Top1T: 70.130981 Train:epoch: 149, loss@min: 0.958352, loss@max: 1.370685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.790805, LT: 1.779299, Top1S: 70.105789, Top1T: 70.130981 Train:epoch: 150, loss@min: 0.961914, loss@max: 1.370517, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 150, LS: 1.790804, LT: 1.779298, Top1S: 70.110832, Top1T: 70.130981 ------------------------------------------- Sat Aug 12 02:32:20 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Aug 12 21:40:09 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.872485, loss@max: 0.831481, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 2, loss@min: 2.189643, loss@max: 0.928157, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 3, loss@min: 1.836577, loss@max: 0.857118, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 4, loss@min: 1.763312, loss@max: 0.856287, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 5, loss@min: 1.625780, loss@max: 0.837860, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 6, loss@min: 1.491292, loss@max: 0.821991, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 1.454006, loss@max: 0.827754, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.483353, loss@max: 0.852580, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 1.338515, loss@max: 0.834571, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 1.279408, loss@max: 0.835596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.310679, loss@max: 0.860518, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 1.276242, loss@max: 0.867275, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 1.325518, loss@max: 0.893369, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 14, loss@min: 1.279367, loss@max: 0.898987, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 1.164972, loss@max: 0.881048, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 16, loss@min: 1.213702, loss@max: 0.911702, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 17, loss@min: 1.161777, loss@max: 0.911528, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.138258, loss@max: 0.922724, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.116309, loss@max: 0.927876, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 1.097151, loss@max: 0.936404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.093372, loss@max: 0.945970, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 1.091244, loss@max: 0.956034, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 1.036194, loss@max: 0.950162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.079184, loss@max: 0.973253, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 1.011680, loss@max: 0.965499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.023665, loss@max: 0.977763, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 27, loss@min: 0.976573, loss@max: 0.975895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.013429, loss@max: 0.992943, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.957373, loss@max: 0.988919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.983271, loss@max: 1.000135, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 31, loss@min: 0.990031, loss@max: 1.006657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.947395, loss@max: 1.003390, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sat Aug 12 21:40:56 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.872485, loss@max: 0.831481, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 2, loss@min: 2.189643, loss@max: 0.928157, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 3, loss@min: 1.836577, loss@max: 0.857118, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 4, loss@min: 1.763312, loss@max: 0.856287, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 5, loss@min: 1.625780, loss@max: 0.837860, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 6, loss@min: 1.491292, loss@max: 0.821991, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 1.454006, loss@max: 0.827754, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.483353, loss@max: 0.852580, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 1.338515, loss@max: 0.834571, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 1.279408, loss@max: 0.835596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.310679, loss@max: 0.860518, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 1.276242, loss@max: 0.867275, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 1.325518, loss@max: 0.893369, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 14, loss@min: 1.279367, loss@max: 0.898987, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 1.164972, loss@max: 0.881048, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 16, loss@min: 1.213702, loss@max: 0.911702, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 17, loss@min: 1.161777, loss@max: 0.911528, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.138258, loss@max: 0.922724, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.116309, loss@max: 0.927876, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 1.097151, loss@max: 0.936404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.093372, loss@max: 0.945970, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 1.091244, loss@max: 0.956034, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 1.036194, loss@max: 0.950162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.079184, loss@max: 0.973253, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 1.011680, loss@max: 0.965499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.023665, loss@max: 0.977763, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 27, loss@min: 0.976573, loss@max: 0.975895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.013429, loss@max: 0.992943, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.957373, loss@max: 0.988919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.983271, loss@max: 1.000135, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 31, loss@min: 0.990031, loss@max: 1.006657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.947395, loss@max: 1.003390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.954045, loss@max: 1.014662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.937099, loss@max: 1.012523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.952221, loss@max: 1.024518, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 0.946640, loss@max: 1.030541, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 0.916585, loss@max: 1.024958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.906234, loss@max: 1.029974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.920382, loss@max: 1.039330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.928712, loss@max: 1.046030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.997430, loss@max: 1.069404, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.888988, loss@max: 1.044565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.908807, loss@max: 1.053203, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 44, loss@min: 0.884778, loss@max: 1.049269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.877487, loss@max: 1.058024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.897410, loss@max: 1.064207, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.863348, loss@max: 1.060478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.870072, loss@max: 1.063245, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.869346, loss@max: 1.065793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.854149, loss@max: 1.068106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.885770, loss@max: 1.074309, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 52, loss@min: 0.884816, loss@max: 1.076030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.849997, loss@max: 1.071269, Top1S acc: 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Train:epoch: 83, loss@min: 0.822402, loss@max: 1.091450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.822460, loss@max: 1.091639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.827162, loss@max: 1.089121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.832328, loss@max: 1.089849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.840468, loss@max: 1.092402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.829962, loss@max: 1.090356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.841078, loss@max: 1.097291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.848518, loss@max: 1.094832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.827559, loss@max: 1.090158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.826712, loss@max: 1.092409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.822706, loss@max: 1.093467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.835643, loss@max: 1.096889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.831765, loss@max: 1.097261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.831105, loss@max: 1.096154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.824703, loss@max: 1.092810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.844381, loss@max: 1.100812, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 99, loss@min: 0.825846, loss@max: 1.091254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.823167, loss@max: 1.094655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.424607, LT: 0.422392, Top1S: 88.884384, Top1T: 88.965515Best acc: 88.965515 Train:epoch: 101, loss@min: 0.821206, loss@max: 1.096300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.424709, LT: 0.422494, Top1S: 88.803246, Top1T: 89.006088Best acc: 89.006088 Train:epoch: 102, loss@min: 0.821011, loss@max: 1.092654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.424799, LT: 0.422582, Top1S: 88.762680, Top1T: 89.006088 Train:epoch: 103, loss@min: 0.821746, loss@max: 1.093213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.424876, LT: 0.422663, Top1S: 88.762680, Top1T: 89.046654Best acc: 89.046654 Train:epoch: 104, loss@min: 0.829479, loss@max: 1.095605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.424938, LT: 0.422725, Top1S: 88.722107, Top1T: 89.046654 Train:epoch: 105, loss@min: 0.819557, loss@max: 1.095839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.425000, LT: 0.422790, Top1S: 88.681541, Top1T: 89.046654 Train:epoch: 106, loss@min: 0.824808, loss@max: 1.094758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.425061, LT: 0.422859, Top1S: 88.681541, Top1T: 89.046654 Train:epoch: 107, loss@min: 0.820781, loss@max: 1.093549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.425118, LT: 0.422924, Top1S: 88.681541, Top1T: 89.046654 Train:epoch: 108, loss@min: 0.822297, loss@max: 1.094384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.425170, LT: 0.422987, Top1S: 88.640976, Top1T: 89.087219Best acc: 89.087219 Train:epoch: 109, loss@min: 0.827555, loss@max: 1.094346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.425220, LT: 0.423048, Top1S: 88.640976, Top1T: 89.087219 Train:epoch: 110, loss@min: 0.824490, loss@max: 1.096213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.425262, LT: 0.423094, Top1S: 88.681541, Top1T: 89.046654 Train:epoch: 111, loss@min: 0.823728, loss@max: 1.094981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.425286, LT: 0.423118, Top1S: 88.681541, Top1T: 89.006088 Train:epoch: 112, loss@min: 0.827257, loss@max: 1.090926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.425304, LT: 0.423137, Top1S: 88.681541, Top1T: 88.965515 Train:epoch: 113, loss@min: 0.820666, loss@max: 1.094615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.425323, LT: 0.423155, Top1S: 88.681541, Top1T: 88.965515 Train:epoch: 114, loss@min: 0.823208, loss@max: 1.094566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.425319, LT: 0.423150, Top1S: 88.681541, Top1T: 88.965515 Train:epoch: 115, loss@min: 0.822239, loss@max: 1.093531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.425302, LT: 0.423134, Top1S: 88.681541, Top1T: 88.965515 Train:epoch: 116, loss@min: 0.828149, loss@max: 1.096942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.425299, LT: 0.423131, Top1S: 88.681541, Top1T: 88.965515 Train:epoch: 117, loss@min: 0.826505, loss@max: 1.095528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.425305, LT: 0.423136, Top1S: 88.681541, Top1T: 88.965515 Train:epoch: 118, loss@min: 0.819557, loss@max: 1.095982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.425315, LT: 0.423144, Top1S: 88.722107, Top1T: 88.965515 Train:epoch: 119, loss@min: 0.823508, loss@max: 1.091961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.425320, LT: 0.423149, Top1S: 88.722107, Top1T: 88.965515 Train:epoch: 120, loss@min: 0.858205, loss@max: 1.100971, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 120, LS: 0.425328, LT: 0.423152, Top1S: 88.722107, Top1T: 88.965515 Train:epoch: 121, loss@min: 0.854077, loss@max: 1.101099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.425279, LT: 0.423103, Top1S: 88.681541, Top1T: 88.965515 Train:epoch: 122, loss@min: 0.825999, loss@max: 1.091803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.425235, LT: 0.423059, Top1S: 88.722107, Top1T: 88.924950 Train:epoch: 123, loss@min: 0.819747, loss@max: 1.096556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.425192, LT: 0.423017, Top1S: 88.722107, Top1T: 88.924950 Train:epoch: 124, loss@min: 0.820682, loss@max: 1.095573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.425151, LT: 0.422976, Top1S: 88.722107, Top1T: 88.924950 Train:epoch: 125, loss@min: 0.828395, loss@max: 1.092517, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.425122, LT: 0.422946, Top1S: 88.722107, Top1T: 88.924950 Train:epoch: 126, loss@min: 0.826495, loss@max: 1.093833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.425103, LT: 0.422925, Top1S: 88.722107, Top1T: 88.924950 Train:epoch: 127, loss@min: 0.823700, loss@max: 1.094665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.425085, LT: 0.422907, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 128, loss@min: 0.822272, loss@max: 1.093079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.425074, LT: 0.422896, Top1S: 88.640976, Top1T: 89.006088 Train:epoch: 129, loss@min: 0.823985, loss@max: 1.094078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.425062, LT: 0.422882, Top1S: 88.640976, Top1T: 89.006088 Train:epoch: 130, loss@min: 0.822459, loss@max: 1.092360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.425051, LT: 0.422870, Top1S: 88.640976, Top1T: 89.006088 Train:epoch: 131, loss@min: 0.838900, loss@max: 1.099189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.425065, LT: 0.422882, Top1S: 88.640976, Top1T: 89.006088 Train:epoch: 132, loss@min: 0.826417, loss@max: 1.096631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.425067, LT: 0.422885, Top1S: 88.681541, Top1T: 89.006088 Train:epoch: 133, loss@min: 0.840546, loss@max: 1.098325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.425069, LT: 0.422885, Top1S: 88.681541, Top1T: 89.006088 Train:epoch: 134, loss@min: 0.823449, loss@max: 1.095610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.425071, LT: 0.422886, Top1S: 88.681541, Top1T: 89.006088 Train:epoch: 135, loss@min: 0.817927, loss@max: 1.094800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.425073, LT: 0.422888, Top1S: 88.681541, Top1T: 89.006088 Train:epoch: 136, loss@min: 0.822320, loss@max: 1.093597, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.425076, LT: 0.422891, Top1S: 88.681541, Top1T: 89.006088 Train:epoch: 137, loss@min: 0.824078, loss@max: 1.093716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.425077, LT: 0.422893, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 138, loss@min: 0.818447, loss@max: 1.096306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.425078, LT: 0.422895, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 139, loss@min: 0.828747, loss@max: 1.093354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.425080, LT: 0.422897, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 140, loss@min: 0.827057, loss@max: 1.094695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.425081, LT: 0.422899, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 141, loss@min: 0.834008, loss@max: 1.095225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.425082, LT: 0.422900, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 142, loss@min: 0.823925, loss@max: 1.095684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.425084, LT: 0.422902, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 143, loss@min: 0.818467, loss@max: 1.095902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.425085, LT: 0.422904, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 144, loss@min: 0.833367, loss@max: 1.096111, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.425086, LT: 0.422905, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 145, loss@min: 0.818149, loss@max: 1.094790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.425086, LT: 0.422905, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 146, loss@min: 0.823092, loss@max: 1.094972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.425086, LT: 0.422905, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 147, loss@min: 0.817006, loss@max: 1.096275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.425086, LT: 0.422905, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 148, loss@min: 0.821738, loss@max: 1.093401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.425086, LT: 0.422905, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 149, loss@min: 0.823482, loss@max: 1.092642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.425086, LT: 0.422905, Top1S: 88.722107, Top1T: 89.006088 Train:epoch: 150, loss@min: 0.820499, loss@max: 1.095529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.425086, LT: 0.422905, Top1S: 88.722107, Top1T: 89.006088 ------------------------------------------- Sat Aug 12 22:07:04 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sat Aug 12 22:07:57 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.937665, loss@max: 1.592486, Top1S acc: 100.000000, Top1T acc: 54.591835 Train:epoch: 2, loss@min: 4.526575, loss@max: 1.500911, Top1S acc: 100.000000, Top1T acc: 51.530613 Train:epoch: 3, loss@min: 4.019042, loss@max: 1.385025, Top1S acc: 100.000000, Top1T acc: 58.673470 Train:epoch: 4, loss@min: 4.088395, loss@max: 1.413585, Top1S acc: 100.000000, Top1T acc: 54.591835 Train:epoch: 5, loss@min: 3.748278, loss@max: 1.340210, Top1S acc: 100.000000, Top1T acc: 59.693878 Train:epoch: 6, loss@min: 3.720235, loss@max: 1.343437, Top1S acc: 100.000000, Top1T acc: 63.775509 Train:epoch: 7, loss@min: 3.568907, loss@max: 1.316822, Top1S acc: 100.000000, Top1T acc: 59.183674 Train:epoch: 8, loss@min: 3.365683, loss@max: 1.276889, Top1S acc: 100.000000, Top1T acc: 64.285713 Train:epoch: 9, loss@min: 3.327147, loss@max: 1.278439, Top1S acc: 100.000000, Top1T acc: 65.306122 Train:epoch: 10, loss@min: 3.153346, loss@max: 1.245447, Top1S acc: 100.000000, Top1T acc: 64.795921 Train:epoch: 11, loss@min: 2.944292, loss@max: 1.204878, Top1S acc: 100.000000, Top1T acc: 71.428574 Train:epoch: 12, loss@min: 3.256197, loss@max: 1.292486, Top1S acc: 100.000000, Top1T acc: 67.346939 Train:epoch: 13, loss@min: 2.648946, loss@max: 1.150925, Top1S acc: 100.000000, Top1T acc: 75.510201 Train:epoch: 14, loss@min: 2.561058, loss@max: 1.140373, Top1S acc: 100.000000, Top1T acc: 80.612244 Train:epoch: 15, loss@min: 2.625761, loss@max: 1.166478, Top1S acc: 100.000000, Top1T acc: 78.061226 Train:epoch: 16, loss@min: 2.666407, loss@max: 1.188337, Top1S acc: 100.000000, Top1T acc: 78.571426 Train:epoch: 17, loss@min: 2.411388, loss@max: 1.134341, Top1S acc: 100.000000, Top1T acc: 83.163261 Train:epoch: 18, loss@min: 2.454330, loss@max: 1.154845, Top1S acc: 100.000000, Top1T acc: 80.102036 Train:epoch: 19, loss@min: 2.253492, loss@max: 1.115544, Top1S acc: 100.000000, Top1T acc: 82.142853 Train:epoch: 20, loss@min: 2.271378, loss@max: 1.129796, Top1S acc: 100.000000, Top1T acc: 82.653061 Train:epoch: 21, loss@min: 2.266209, loss@max: 1.139323, Top1S acc: 100.000000, Top1T acc: 83.163261 Train:epoch: 22, loss@min: 2.151695, loss@max: 1.119733, Top1S acc: 100.000000, Top1T acc: 87.755096 Train:epoch: 23, loss@min: 2.096452, loss@max: 1.116021, Top1S acc: 100.000000, Top1T acc: 86.734695 Train:epoch: 24, loss@min: 2.090775, loss@max: 1.125049, Top1S acc: 100.000000, Top1T acc: 84.183670 Train:epoch: 25, loss@min: 2.022742, loss@max: 1.114343, Top1S acc: 100.000000, Top1T acc: 86.734695 Train:epoch: 26, loss@min: 2.080312, loss@max: 1.141633, Top1S acc: 100.000000, Top1T acc: 88.265305 Train:epoch: 27, loss@min: 1.901601, loss@max: 1.103119, Top1S acc: 100.000000, Top1T acc: 88.775505 Train:epoch: 28, loss@min: 1.873587, loss@max: 1.106912, Top1S acc: 100.000000, Top1T acc: 91.326530 Train:epoch: 29, loss@min: 1.888197, loss@max: 1.120208, Top1S acc: 100.000000, Top1T acc: 89.285713 Train:epoch: 30, loss@min: 1.677353, loss@max: 1.074141, Top1S acc: 100.000000, Top1T acc: 92.857140 Train:epoch: 31, loss@min: 1.848475, loss@max: 1.126410, Top1S acc: 100.000000, Top1T acc: 92.346939 Train:epoch: 32, loss@min: 1.722780, loss@max: 1.101668, Top1S acc: 100.000000, Top1T acc: 91.326530 Train:epoch: 33, loss@min: 1.597756, loss@max: 1.078893, Top1S acc: 100.000000, Top1T acc: 95.408165 Train:epoch: 34, loss@min: 1.602401, loss@max: 1.088910, Top1S acc: 100.000000, Top1T acc: 94.897957 Train:epoch: 35, loss@min: 1.598789, loss@max: 1.096763, Top1S acc: 100.000000, Top1T acc: 93.367348 Train:epoch: 36, loss@min: 1.499656, loss@max: 1.079567, Top1S acc: 100.000000, Top1T acc: 95.408165 Train:epoch: 37, loss@min: 1.541435, loss@max: 1.094766, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 38, loss@min: 1.453236, loss@max: 1.081564, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 39, loss@min: 1.468542, loss@max: 1.090177, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 40, loss@min: 1.534315, loss@max: 1.112620, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 41, loss@min: 1.381140, loss@max: 1.082889, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 42, loss@min: 1.459696, loss@max: 1.107952, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 43, loss@min: 1.386203, loss@max: 1.099082, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 44, loss@min: 1.311500, loss@max: 1.083738, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 45, loss@min: 1.365904, loss@max: 1.102876, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 46, loss@min: 1.259942, loss@max: 1.083371, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 47, loss@min: 1.324208, loss@max: 1.102160, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 48, loss@min: 1.333434, loss@max: 1.107611, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 49, loss@min: 1.330751, loss@max: 1.114282, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 50, loss@min: 1.243415, loss@max: 1.096256, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 51, loss@min: 1.259603, loss@max: 1.104892, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 52, loss@min: 1.210162, loss@max: 1.094966, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 53, loss@min: 1.308525, loss@max: 1.124286, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 54, loss@min: 1.168646, loss@max: 1.094241, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 55, loss@min: 1.235645, loss@max: 1.113149, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 56, loss@min: 1.303537, loss@max: 1.132277, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 57, loss@min: 1.178954, loss@max: 1.107751, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 58, loss@min: 1.186131, loss@max: 1.112222, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 59, loss@min: 1.199136, loss@max: 1.117457, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 60, loss@min: 1.171260, loss@max: 1.111583, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 61, loss@min: 1.170862, loss@max: 1.113914, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 62, loss@min: 1.127910, loss@max: 1.105599, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 63, loss@min: 1.193511, loss@max: 1.124960, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 64, loss@min: 1.099970, loss@max: 1.103101, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 65, loss@min: 1.084390, loss@max: 1.102107, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 66, loss@min: 1.113359, loss@max: 1.112698, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 67, loss@min: 1.140837, loss@max: 1.120879, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 68, loss@min: 1.093204, loss@max: 1.108635, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 69, loss@min: 1.083199, loss@max: 1.109652, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 70, loss@min: 1.070693, loss@max: 1.108852, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 71, loss@min: 1.079241, loss@max: 1.109550, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 72, loss@min: 1.134694, loss@max: 1.127145, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 73, loss@min: 1.081501, loss@max: 1.113472, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 74, loss@min: 1.062508, loss@max: 1.109128, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 75, loss@min: 1.074270, loss@max: 1.112816, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 76, loss@min: 1.042897, loss@max: 1.108300, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 77, loss@min: 1.087337, loss@max: 1.119163, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 78, loss@min: 1.115221, loss@max: 1.127173, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 79, loss@min: 1.026501, loss@max: 1.106116, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 80, loss@min: 1.075781, loss@max: 1.120154, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 81, loss@min: 1.116497, loss@max: 1.132118, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 82, loss@min: 1.032773, loss@max: 1.110273, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 83, loss@min: 1.023166, loss@max: 1.111118, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 84, loss@min: 1.026610, loss@max: 1.112954, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 85, loss@min: 1.032191, loss@max: 1.114743, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 86, loss@min: 1.051732, loss@max: 1.120347, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 87, loss@min: 1.048427, loss@max: 1.117764, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 88, loss@min: 0.989765, loss@max: 1.104439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.027404, loss@max: 1.113071, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 90, loss@min: 1.001009, loss@max: 1.109200, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 91, loss@min: 0.994385, loss@max: 1.109315, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 92, loss@min: 1.031282, loss@max: 1.119276, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 93, loss@min: 1.044768, loss@max: 1.122950, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 94, loss@min: 1.041217, loss@max: 1.124349, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 95, loss@min: 1.016485, loss@max: 1.114693, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 96, loss@min: 1.026827, loss@max: 1.119503, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 97, loss@min: 1.030358, loss@max: 1.120177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.025307, loss@max: 1.117876, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 99, loss@min: 0.975021, loss@max: 1.106375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.019495, loss@max: 1.119655, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 100, LS: 1.536949, LT: 1.536187, Top1S: 57.865940, Top1T: 57.940556Best acc: 57.940556 Train:epoch: 101, loss@min: 1.020345, loss@max: 1.119997, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 101, LS: 1.536981, LT: 1.536222, Top1S: 57.915684, Top1T: 57.890812 Train:epoch: 102, loss@min: 0.989367, loss@max: 1.109610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.536885, LT: 1.536137, Top1S: 57.890812, Top1T: 57.841068 Train:epoch: 103, loss@min: 1.056017, loss@max: 1.128667, Top1S acc: 100.000000, Top1T acc: 98.469383 Test:epoch: 103, LS: 1.536941, LT: 1.536200, Top1S: 57.803757, Top1T: 57.816193 Train:epoch: 104, loss@min: 1.014667, loss@max: 1.118496, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 104, LS: 1.537046, LT: 1.536328, Top1S: 57.729141, Top1T: 57.803757 Train:epoch: 105, loss@min: 1.000157, loss@max: 1.113769, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 105, LS: 1.536698, LT: 1.536013, Top1S: 57.716705, Top1T: 57.853504 Train:epoch: 106, loss@min: 1.057699, loss@max: 1.130273, Top1S acc: 100.000000, Top1T acc: 97.959183 Test:epoch: 106, LS: 1.536584, LT: 1.535902, Top1S: 57.666958, Top1T: 57.928120 Train:epoch: 107, loss@min: 0.988808, loss@max: 1.113344, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 107, LS: 1.536650, LT: 1.535971, Top1S: 57.704269, Top1T: 57.940556 Train:epoch: 108, loss@min: 0.974032, loss@max: 1.108378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.536726, LT: 1.536052, Top1S: 57.691833, Top1T: 57.915684 Train:epoch: 109, loss@min: 1.026740, loss@max: 1.125016, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 109, LS: 1.536437, LT: 1.535757, Top1S: 57.666958, Top1T: 57.940556 Train:epoch: 110, loss@min: 0.988990, loss@max: 1.114250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.536109, LT: 1.535432, Top1S: 57.704269, Top1T: 57.977867Best acc: 57.977867 Train:epoch: 111, loss@min: 0.975687, loss@max: 1.109435, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 111, LS: 1.536240, LT: 1.535558, Top1S: 57.704269, Top1T: 58.015175Best acc: 58.015175 Train:epoch: 112, loss@min: 0.974235, loss@max: 1.108683, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.536477, LT: 1.535788, Top1S: 57.679394, Top1T: 58.015175 Train:epoch: 113, loss@min: 1.025920, loss@max: 1.123087, Top1S acc: 100.000000, Top1T acc: 98.469383 Test:epoch: 113, LS: 1.536840, LT: 1.536150, Top1S: 57.654522, Top1T: 58.027611Best acc: 58.027611 Train:epoch: 114, loss@min: 1.022490, loss@max: 1.121501, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 114, LS: 1.537096, LT: 1.536406, Top1S: 57.704269, Top1T: 57.977867 Train:epoch: 115, loss@min: 0.963558, loss@max: 1.106726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.537294, LT: 1.536608, Top1S: 57.666958, Top1T: 57.915684 Train:epoch: 116, loss@min: 0.961804, loss@max: 1.110168, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 116, LS: 1.537498, LT: 1.536825, Top1S: 57.691833, Top1T: 57.928120 Train:epoch: 117, loss@min: 0.982994, loss@max: 1.109900, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 117, LS: 1.537833, LT: 1.537178, Top1S: 57.729141, Top1T: 57.903248 Train:epoch: 118, loss@min: 0.966147, loss@max: 1.108193, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.538137, LT: 1.537495, Top1S: 57.704269, Top1T: 57.865940 Train:epoch: 119, loss@min: 0.983616, loss@max: 1.111858, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 119, LS: 1.538570, LT: 1.537934, Top1S: 57.741577, Top1T: 57.878376 Train:epoch: 120, loss@min: 1.019950, loss@max: 1.121255, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 120, LS: 1.538897, LT: 1.538260, Top1S: 57.716705, Top1T: 57.853504 Train:epoch: 121, loss@min: 1.015651, loss@max: 1.121245, Top1S acc: 100.000000, Top1T acc: 99.489792{"dataset_dir": "G:\\\\datasets", "dataset_name": "fgvc", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Aug 12 22:58:08 2023 ------------------------------------------- Train:epoch: 1, loss@min: 8.876001, loss@max: 2.640821, Top1S acc: 100.000000, Top1T acc: 24.000000 Train:epoch: 2, loss@min: 8.667545, loss@max: 2.664422, Top1S acc: 100.000000, Top1T acc: 24.000000 Train:epoch: 3, loss@min: 7.822905, loss@max: 2.526647, Top1S acc: 100.000000, Top1T acc: 22.000000 Train:epoch: 4, loss@min: 7.125249, loss@max: 2.416832, Top1S acc: 100.000000, Top1T acc: 38.000000 Train:epoch: 5, loss@min: 6.781837, loss@max: 2.391683, Top1S acc: 100.000000, Top1T acc: 37.000000 Train:epoch: 6, loss@min: 6.028871, loss@max: 2.259712, Top1S acc: 100.000000, Top1T acc: 43.000000 Train:epoch: 7, loss@min: 6.152672, loss@max: 2.338438, Top1S acc: 100.000000, Top1T acc: 43.000000 Train:epoch: 8, loss@min: 5.821994, loss@max: 2.295128, Top1S acc: 100.000000, Top1T acc: 47.000000 Train:epoch: 9, loss@min: 5.235972, loss@max: 2.193000, Top1S acc: 100.000000, Top1T acc: 49.000000 Train:epoch: 10, loss@min: 4.967570, loss@max: 2.155053, Top1S acc: 100.000000, Top1T acc: 59.000000 Train:epoch: 11, loss@min: 4.641906, loss@max: 2.098579, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 12, loss@min: 4.283874, loss@max: 2.033613, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 13, loss@min: 4.061750, loss@max: 1.998134, Top1S acc: 100.000000, Top1T acc: 69.000000 Train:epoch: 14, loss@min: 3.939459, loss@max: 1.977550, Top1S acc: 100.000000, Top1T acc: 72.000000 Train:epoch: 15, loss@min: 3.509377, loss@max: 1.875532, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 16, loss@min: 3.315491, loss@max: 1.833361, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 17, loss@min: 3.345069, loss@max: 1.844493, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 18, loss@min: 3.097669, loss@max: 1.784342, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 19, loss@min: 2.951222, loss@max: 1.742040, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 20, loss@min: 2.636529, loss@max: 1.663281, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 21, loss@min: 2.533680, loss@max: 1.639817, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 22, loss@min: 2.593458, loss@max: 1.644255, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 23, loss@min: 2.498055, loss@max: 1.615087, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 24, loss@min: 2.437153, loss@max: 1.600886, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 25, loss@min: 2.232217, loss@max: 1.550567, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 26, loss@min: 2.089117, loss@max: 1.507177, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 27, loss@min: 1.894801, loss@max: 1.455236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 2.057384, loss@max: 1.495843, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 29, loss@min: 1.872530, loss@max: 1.443423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.880371, loss@max: 1.438347, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 31, loss@min: 1.814825, loss@max: 1.419170, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 32, loss@min: 1.825476, loss@max: 1.420509, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 33, loss@min: 1.720511, loss@max: 1.389891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.794082, loss@max: 1.404881, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 35, loss@min: 1.834099, loss@max: 1.410768, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 36, loss@min: 1.679504, loss@max: 1.368680, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 1.604152, loss@max: 1.348608, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.695920, loss@max: 1.369714, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 39, loss@min: 1.633411, loss@max: 1.345907, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 40, loss@min: 1.582213, loss@max: 1.339899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.686340, loss@max: 1.358183, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 42, loss@min: 1.557516, loss@max: 1.322875, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.546951, loss@max: 1.313068, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 44, loss@min: 1.597384, loss@max: 1.322846, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 45, loss@min: 1.512729, loss@max: 1.299537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.495268, loss@max: 1.299238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.506002, loss@max: 1.297399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.504857, loss@max: 1.304548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.507866, loss@max: 1.299477, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.501190, loss@max: 1.302856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.469460, loss@max: 1.292541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.462378, loss@max: 1.292541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.498521, loss@max: 1.299641, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 54, loss@min: 1.452235, loss@max: 1.292902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.451361, loss@max: 1.290401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.599662, loss@max: 1.334393, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 57, loss@min: 1.417617, loss@max: 1.289349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.431060, loss@max: 1.291299, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 59, loss@min: 1.423794, loss@max: 1.299281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.415705, loss@max: 1.296164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.435993, loss@max: 1.301592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.431802, loss@max: 1.302669, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.442425, loss@max: 1.298513, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 64, loss@min: 1.431635, loss@max: 1.299668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.382019, loss@max: 1.290753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.398236, loss@max: 1.289220, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.368722, loss@max: 1.291249, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.420565, loss@max: 1.294665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.393430, loss@max: 1.289563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.369311, loss@max: 1.285437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.371473, loss@max: 1.292531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.353199, loss@max: 1.287567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.377514, loss@max: 1.292905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.359205, loss@max: 1.284810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.362357, loss@max: 1.289261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.348597, loss@max: 1.290786, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.339748, loss@max: 1.283308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.352865, loss@max: 1.284902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.341630, loss@max: 1.282834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.351631, loss@max: 1.286278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 3.984467, LT: 3.982340, Top1S: 21.632162, Top1T: 22.202219Best acc: 22.202219 Train:epoch: 81, loss@min: 1.348447, loss@max: 1.280129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 3.984026, LT: 3.983376, Top1S: 21.602160, Top1T: 22.142214 Train:epoch: 82, loss@min: 1.341882, loss@max: 1.280084, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 3.984869, LT: 3.984701, Top1S: 21.692169, Top1T: 22.052204 Train:epoch: 83, loss@min: 1.347704, loss@max: 1.285189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 3.986642, LT: 3.986704, Top1S: 21.542154, Top1T: 21.932192 Train:epoch: 84, loss@min: 1.347987, loss@max: 1.284631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 3.988009, LT: 3.988228, Top1S: 21.662165, Top1T: 21.842184 Train:epoch: 85, loss@min: 1.330244, loss@max: 1.287577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 3.989862, LT: 3.989983, Top1S: 21.782177, Top1T: 21.842184 Train:epoch: 86, loss@min: 1.318493, loss@max: 1.286890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 3.992660, LT: 3.992308, Top1S: 21.812180, Top1T: 21.932192 Train:epoch: 87, loss@min: 1.335039, loss@max: 1.285112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 3.995560, LT: 3.994848, Top1S: 21.752174, Top1T: 22.052204 Train:epoch: 88, loss@min: 1.331422, loss@max: 1.280766, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sat Aug 12 23:11:07 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.320891, loss@max: 1.541328, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.750659, loss@max: 1.498097, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.970868, loss@max: 1.383729, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.785155, loss@max: 1.408201, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.264625, loss@max: 1.333913, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.098012, loss@max: 1.348796, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.022546, loss@max: 1.371063, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.643119, loss@max: 1.315180, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.238517, loss@max: 1.246159, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.335711, loss@max: 1.297711, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.339996, loss@max: 1.318550, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.170674, loss@max: 1.293977, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 0.999943, loss@max: 1.259883, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.932989, loss@max: 1.245325, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.024195, loss@max: 1.258190, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 0.954833, loss@max: 1.230507, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 0.954484, loss@max: 1.218184, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 0.931603, loss@max: 1.204854, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.852004, loss@max: 1.170027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.938063, loss@max: 1.176984, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.850933, loss@max: 1.146179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.850320, loss@max: 1.133206, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.869326, loss@max: 1.129144, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 0.924958, loss@max: 1.141872, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.841763, loss@max: 1.112938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.862788, loss@max: 1.117314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.893345, loss@max: 1.122427, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.898887, loss@max: 1.118532, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 0.919333, loss@max: 1.119452, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.851317, loss@max: 1.103007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.896600, loss@max: 1.109140, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.836487, loss@max: 1.096309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.840503, loss@max: 1.095866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.860731, loss@max: 1.097949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.857187, loss@max: 1.097456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.872848, loss@max: 1.103681, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.850528, loss@max: 1.094385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.835403, loss@max: 1.095130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.837584, loss@max: 1.098431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.824028, loss@max: 1.103258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.831061, loss@max: 1.102875, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.847646, loss@max: 1.107407, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.834914, loss@max: 1.098635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.833870, loss@max: 1.100880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.887824, loss@max: 1.116925, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.829844, loss@max: 1.097781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.921379, loss@max: 1.124582, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.827542, loss@max: 1.099702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.823058, loss@max: 1.103642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.819596, loss@max: 1.106080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.830545, loss@max: 1.106790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.817956, loss@max: 1.109783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.815515, loss@max: 1.107490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.823035, loss@max: 1.107264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.818769, loss@max: 1.103622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.816326, loss@max: 1.105456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.818551, loss@max: 1.107191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.816078, loss@max: 1.106579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.843029, loss@max: 1.106436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.829704, loss@max: 1.101842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.821686, loss@max: 1.099431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.824971, loss@max: 1.097692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.831164, loss@max: 1.103368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.823605, loss@max: 1.100431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.824099, loss@max: 1.096421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.816633, loss@max: 1.105265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.821286, loss@max: 1.103422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.817705, loss@max: 1.101927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.826145, loss@max: 1.101793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.829555, loss@max: 1.108651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.822218, loss@max: 1.102446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.822453, loss@max: 1.101313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.827385, loss@max: 1.102696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.882447, loss@max: 1.115063, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.831653, loss@max: 1.097433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.835064, loss@max: 1.101995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.844956, loss@max: 1.105908, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 78, loss@min: 0.820491, loss@max: 1.099918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.830265, loss@max: 1.104274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.814531, loss@max: 1.105371, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.418935, LT: 1.411714, Top1S: 66.508057, Top1T: 66.666664Best acc: 66.666664 Train:epoch: 81, loss@min: 0.821127, loss@max: 1.105526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.418801, LT: 1.411726, Top1S: 66.481628, Top1T: 66.640228 Train:epoch: 82, loss@min: 0.820886, loss@max: 1.104512, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.418599, LT: 1.411626, Top1S: 66.481628, Top1T: 66.666664 Train:epoch: 83, loss@min: 0.811624, loss@max: 1.105859, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.418472, LT: 1.411554, Top1S: 66.402321, Top1T: 66.666664 Train:epoch: 84, loss@min: 0.823407, loss@max: 1.103609, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.418501, LT: 1.411404, Top1S: 66.428757, Top1T: 66.640228 Train:epoch: 85, loss@min: 0.817164, loss@max: 1.104789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.418613, LT: 1.411330, Top1S: 66.455193, Top1T: 66.693100Best acc: 66.693100 Train:epoch: 86, loss@min: 0.859987, loss@max: 1.109575, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.418524, LT: 1.411180, Top1S: 66.534492, Top1T: 66.745964Best acc: 66.745964 Train:epoch: 87, loss@min: 0.820888, loss@max: 1.100727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.418437, LT: 1.410957, Top1S: 66.534492, Top1T: 66.719528 Train:epoch: 88, loss@min: 0.820713, loss@max: 1.097598, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.418345, LT: 1.410781, Top1S: 66.560928, Top1T: 66.693100 Train:epoch: 89, loss@min: 0.822763, loss@max: 1.101178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.418192, LT: 1.410679, Top1S: 66.587364, Top1T: 66.666664 Train:epoch: 90, loss@min: 0.889219, loss@max: 1.117503, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 90, LS: 1.418463, LT: 1.411015, Top1S: 66.613792, Top1T: 66.772400Best acc: 66.772400 Train:epoch: 91, loss@min: 0.817430, loss@max: 1.098293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.418799, LT: 1.411317, Top1S: 66.534492, Top1T: 66.745964 Train:epoch: 92, loss@min: 0.821751, loss@max: 1.098197, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.419149, LT: 1.411633, Top1S: 66.534492, Top1T: 66.772400 Train:epoch: 93, loss@min: 0.827453, loss@max: 1.103510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.419321, LT: 1.411901, Top1S: 66.560928, Top1T: 66.745964 Train:epoch: 94, loss@min: 0.820727, loss@max: 1.100884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.419508, LT: 1.412297, Top1S: 66.560928, Top1T: 66.719528 Train:epoch: 95, loss@min: 0.819692, loss@max: 1.099272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.419729, LT: 1.412718, Top1S: 66.534492, Top1T: 66.640228 Train:epoch: 96, loss@min: 0.827093, loss@max: 1.101966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.419990, LT: 1.413111, Top1S: 66.481628, Top1T: 66.560928 Train:epoch: 97, loss@min: 0.822142, loss@max: 1.102011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.420151, LT: 1.413371, Top1S: 66.534492, Top1T: 66.534492 Train:epoch: 98, loss@min: 0.818838, loss@max: 1.100682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.420368, LT: 1.413577, Top1S: 66.534492, Top1T: 66.481628 Train:epoch: 99, loss@min: 0.823426, loss@max: 1.101327, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "food101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sat Aug 12 23:26:41 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.097069, loss@max: 1.307315, Top1S acc: 100.000000, Top1T acc: 80.198021 Train:epoch: 2, loss@min: 2.288568, loss@max: 1.238371, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 3, loss@min: 1.840856, loss@max: 1.226545, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 4, loss@min: 1.687557, loss@max: 1.251554, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 5, loss@min: 1.236600, loss@max: 1.183032, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 6, loss@min: 1.084603, loss@max: 1.193794, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 7, loss@min: 1.094519, loss@max: 1.230499, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 8, loss@min: 1.308342, loss@max: 1.324415, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 9, loss@min: 1.060321, loss@max: 1.283336, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 10, loss@min: 0.904613, loss@max: 1.268330, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 11, loss@min: 0.874640, loss@max: 1.260773, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 12, loss@min: 0.774322, loss@max: 1.222949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.823857, loss@max: 1.216721, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 14, loss@min: 0.829410, loss@max: 1.198568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.843113, loss@max: 1.173630, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 0.940701, loss@max: 1.176740, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 17, loss@min: 0.832169, loss@max: 1.124576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.845677, loss@max: 1.118032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.857508, loss@max: 1.115603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.856656, 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loss@min: 0.825634, loss@max: 1.106671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.825848, loss@max: 1.106277, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.823069, loss@max: 1.104879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.816503, loss@max: 1.101299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.819654, loss@max: 1.103724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.825744, loss@max: 1.096403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.825779, loss@max: 1.093867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.831448, loss@max: 1.100206, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.825018, loss@max: 1.094858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.822499, loss@max: 1.098117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.822079, loss@max: 1.100911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.812971, loss@max: 1.103780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.814337, loss@max: 1.101700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.830866, loss@max: 1.103123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.849904, loss@max: 1.112177, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 45, loss@min: 0.824764, loss@max: 1.098267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.818745, loss@max: 1.098202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.815655, loss@max: 1.097249, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.817334, loss@max: 1.099531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.810164, loss@max: 1.106766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.811538, loss@max: 1.105886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.814549, loss@max: 1.103440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.812790, loss@max: 1.103770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.816738, loss@max: 1.103357, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.814737, loss@max: 1.101351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.818028, loss@max: 1.098987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.827551, loss@max: 1.097128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.816517, loss@max: 1.100571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.816165, loss@max: 1.097328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.813590, loss@max: 1.100711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.815665, loss@max: 1.100556, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.815812, loss@max: 1.098624, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.814481, loss@max: 1.100385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.814150, loss@max: 1.100370, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.817273, loss@max: 1.100045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.818933, loss@max: 1.096554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.816216, loss@max: 1.100483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.813620, loss@max: 1.102618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.815721, loss@max: 1.101063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.811700, loss@max: 1.102422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.812376, loss@max: 1.101637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.814227, loss@max: 1.102242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.812394, loss@max: 1.100844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.812961, loss@max: 1.099972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.822012, loss@max: 1.100064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.813253, loss@max: 1.099742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.813035, loss@max: 1.099427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.814252, loss@max: 1.099716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.818336, loss@max: 1.102215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.811290, loss@max: 1.101679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.815404, loss@max: 1.098984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.817727, loss@max: 1.096907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.815937, loss@max: 1.097926, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.820188, loss@max: 1.097106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.814072, loss@max: 1.099693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.816214, loss@max: 1.102229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.812351, loss@max: 1.099794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.817294, loss@max: 1.101609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.814880, loss@max: 1.102732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.814995, loss@max: 1.101835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.816132, loss@max: 1.096121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.819961, loss@max: 1.096769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.815301, loss@max: 1.098224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.813153, loss@max: 1.098541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.812554, loss@max: 1.099869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.815489, loss@max: 1.101037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.811996, loss@max: 1.100913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.811676, loss@max: 1.100416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.811891, loss@max: 1.101983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.812811, loss@max: 1.099396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.822277, loss@max: 1.100336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.266398, LT: 1.283548, Top1S: 75.165016, Top1T: 74.871284Best acc: 75.165016 Train:epoch: 101, loss@min: 0.811671, loss@max: 1.100660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.265992, LT: 1.283079, Top1S: 75.165016, Top1T: 74.881187 Train:epoch: 102, loss@min: 0.811480, loss@max: 1.102068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.265609, LT: 1.282658, Top1S: 75.165016, Top1T: 74.874588 Train:epoch: 103, loss@min: 0.813349, loss@max: 1.099391, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.265299, LT: 1.282310, Top1S: 75.181519, Top1T: 74.877884Best acc: 75.181519 Train:epoch: 104, loss@min: 0.813143, loss@max: 1.099176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.265080, LT: 1.282024, Top1S: 75.194717, Top1T: 74.881187Best acc: 75.194717 Train:epoch: 105, loss@min: 0.813876, loss@max: 1.098312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.264893, LT: 1.281778, Top1S: 75.211220, Top1T: 74.881187Best acc: 75.211220 Train:epoch: 106, loss@min: 0.816122, loss@max: 1.098859, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.264708, LT: 1.281591, Top1S: 75.211220, Top1T: 74.874588 Train:epoch: 107, loss@min: 0.815909, loss@max: 1.096733, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.264601, LT: 1.281465, Top1S: 75.217819, Top1T: 74.881187Best acc: 75.217819 Train:epoch: 108, loss@min: 0.814711, loss@max: 1.098297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.264499, LT: 1.281340, Top1S: 75.231026, Top1T: 74.891090Best acc: 75.231026 Train:epoch: 109, loss@min: 0.814302, loss@max: 1.097923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.264395, LT: 1.281200, Top1S: 75.234322, Top1T: 74.887787Best acc: 75.234322 Train:epoch: 110, loss@min: 0.815219, loss@max: 1.096937, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sun Aug 13 00:37:37 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.954146, loss@max: 1.710651, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 4.267743, loss@max: 1.654415, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 3, loss@min: 3.768612, loss@max: 1.628484, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 4, loss@min: 3.475614, loss@max: 1.633874, Top1S acc: 100.000000, Top1T acc: 70.588242 Train:epoch: 5, loss@min: 3.117010, loss@max: 1.607658, Top1S acc: 100.000000, Top1T acc: 72.549019 Train:epoch: 6, loss@min: 2.849251, loss@max: 1.592291, Top1S acc: 100.000000, Top1T acc: 74.509804 Train:epoch: 7, loss@min: 2.562242, loss@max: 1.558939, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 8, loss@min: 2.257465, loss@max: 1.515404, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 9, loss@min: 2.017146, loss@max: 1.470755, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 10, loss@min: 1.791441, loss@max: 1.433669, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 11, loss@min: 1.768795, loss@max: 1.437533, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 12, loss@min: 1.775291, loss@max: 1.441549, Top1S acc: 100.000000, Top1T acc: 87.254906 Train:epoch: 13, loss@min: 1.591810, loss@max: 1.393455, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 14, loss@min: 1.455898, loss@max: 1.352425, Top1S acc: 100.000000, Top1T acc: 93.137260 Train:epoch: 15, loss@min: 1.268486, loss@max: 1.302769, Top1S acc: 100.000000, Top1T acc: 94.117653 Train:epoch: 16, loss@min: 1.348943, loss@max: 1.316873, Top1S acc: 100.000000, Top1T acc: 91.176476 Train:epoch: 17, loss@min: 1.144459, loss@max: 1.257771, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 18, loss@min: 1.110930, loss@max: 1.241478, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 19, loss@min: 1.087695, loss@max: 1.231788, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 20, loss@min: 1.032429, loss@max: 1.215782, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 21, loss@min: 1.017328, loss@max: 1.210923, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 22, loss@min: 0.982151, loss@max: 1.199658, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 23, loss@min: 1.005082, loss@max: 1.194419, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 24, loss@min: 0.981195, loss@max: 1.188736, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 25, loss@min: 0.901967, loss@max: 1.163266, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 26, loss@min: 0.925439, loss@max: 1.164135, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 27, loss@min: 0.957207, loss@max: 1.163563, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 28, loss@min: 0.935955, loss@max: 1.149843, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 29, loss@min: 0.899673, loss@max: 1.134641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.906179, loss@max: 1.127980, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 31, loss@min: 0.898608, loss@max: 1.115215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.897396, loss@max: 1.119425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.892498, loss@max: 1.111200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.905554, loss@max: 1.112547, Top1S acc: 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1.106151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.839239, loss@max: 1.107371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.832038, loss@max: 1.105287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.834942, loss@max: 1.107162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.827350, loss@max: 1.110974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.827451, loss@max: 1.106644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.829589, loss@max: 1.105931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.827285, loss@max: 1.107463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.830011, loss@max: 1.108241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.827981, loss@max: 1.111412, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.825842, loss@max: 1.107639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.827985, loss@max: 1.110496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.825932, loss@max: 1.106546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.830921, loss@max: 1.104116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.826489, loss@max: 1.103450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.821639, loss@max: 1.106673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.821121, loss@max: 1.105221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.828789, loss@max: 1.105861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.829642, loss@max: 1.104061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.829671, loss@max: 1.103719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.825666, loss@max: 1.102498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.835458, loss@max: 1.104228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.831789, loss@max: 1.103666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.826336, loss@max: 1.102172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.823007, loss@max: 1.104430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.828977, loss@max: 1.100274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.828000, loss@max: 1.101451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.823527, loss@max: 1.102576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.834376, loss@max: 1.102816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.823407, loss@max: 1.102378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.824922, loss@max: 1.100039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.829435, loss@max: 1.101838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.825983, loss@max: 1.102303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.825843, loss@max: 1.103612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.820210, loss@max: 1.104481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.817708, loss@max: 1.105186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.827380, loss@max: 1.105728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.817981, loss@max: 1.103321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.832805, loss@max: 1.105300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.821869, loss@max: 1.107879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.820008, loss@max: 1.103552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.827297, loss@max: 1.101320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.823174, loss@max: 1.098579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.823293, loss@max: 1.100193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.824511, loss@max: 1.099978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.825501, loss@max: 1.101476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.823713, loss@max: 1.099033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.823725, loss@max: 1.104843, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.825731, loss@max: 1.105053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.821129, loss@max: 1.103051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.828924, loss@max: 1.103384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.822142, loss@max: 1.102818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.822179, loss@max: 1.102700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.817636, loss@max: 1.101035, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.820543, loss@max: 1.102478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.820421, loss@max: 1.101448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.823522, loss@max: 1.102214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.928268, LT: 0.904945, Top1S: 76.816895, Top1T: 77.263504Best acc: 77.263504 Train:epoch: 101, loss@min: 0.823781, loss@max: 1.101525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.928063, LT: 0.904763, Top1S: 76.857491, Top1T: 77.263504 Train:epoch: 102, loss@min: 0.825471, loss@max: 1.101221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.927822, LT: 0.904571, Top1S: 76.857491, Top1T: 77.263504 Train:epoch: 103, loss@min: 0.819328, loss@max: 1.101800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.927569, LT: 0.904357, Top1S: 76.857491, Top1T: 77.304100Best acc: 77.304100 Train:epoch: 104, loss@min: 0.822442, loss@max: 1.102463, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.927359, LT: 0.904096, Top1S: 76.898094, Top1T: 77.344704Best acc: 77.344704 Train:epoch: 105, loss@min: 0.820596, loss@max: 1.104621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.927194, LT: 0.903827, Top1S: 76.979294, Top1T: 77.304100 Train:epoch: 106, loss@min: 0.823307, loss@max: 1.100799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.926943, LT: 0.903519, Top1S: 77.019897, Top1T: 77.344704 Train:epoch: 107, loss@min: 0.821420, loss@max: 1.099966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.926709, LT: 0.903277, Top1S: 76.979294, Top1T: 77.344704 Train:epoch: 108, loss@min: 0.821951, loss@max: 1.101411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.926504, LT: 0.903079, Top1S: 77.101097, Top1T: 77.304100 Train:epoch: 109, loss@min: 0.819409, loss@max: 1.103327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.926359, LT: 0.902922, Top1S: 77.060493, Top1T: 77.304100 Train:epoch: 110, loss@min: 0.821739, loss@max: 1.101713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.926139, LT: 0.902717, Top1S: 77.060493, Top1T: 77.304100 Train:epoch: 111, loss@min: 0.822616, loss@max: 1.103723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.925935, LT: 0.902545, Top1S: 76.979294, Top1T: 77.304100 Train:epoch: 112, loss@min: 0.823955, loss@max: 1.102787, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.925748, LT: 0.902396, Top1S: 76.979294, Top1T: 77.304100 Train:epoch: 113, loss@min: 0.834507, loss@max: 1.105646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.925911, LT: 0.902610, Top1S: 77.019897, Top1T: 77.263504 Train:epoch: 114, loss@min: 0.820936, loss@max: 1.103772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.925972, LT: 0.902762, Top1S: 77.060493, Top1T: 77.263504 Train:epoch: 115, loss@min: 0.820352, loss@max: 1.103011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.925991, LT: 0.902889, Top1S: 77.060493, Top1T: 77.385307Best acc: 77.385307 Train:epoch: 116, loss@min: 0.830590, loss@max: 1.104552, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.925941, LT: 0.902919, Top1S: 77.101097, Top1T: 77.385307 Train:epoch: 117, loss@min: 0.824465, loss@max: 1.102966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.925844, LT: 0.902895, Top1S: 77.101097, Top1T: 77.425903Best acc: 77.425903 Train:epoch: 118, loss@min: 0.825449, loss@max: 1.104954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.925709, LT: 0.902818, Top1S: 77.101097, Top1T: 77.425903 Train:epoch: 119, loss@min: 0.824040, loss@max: 1.103773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.925562, LT: 0.902719, Top1S: 77.141701, Top1T: 77.425903 Train:epoch: 120, loss@min: 0.820584, loss@max: 1.102030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.925525, LT: 0.902695, Top1S: 77.182297, Top1T: 77.425903 Train:epoch: 121, loss@min: 0.821972, loss@max: 1.102745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.925455, LT: 0.902647, Top1S: 77.182297, Top1T: 77.425903 Train:epoch: 122, loss@min: 0.821803, loss@max: 1.101521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.925417, LT: 0.902591, Top1S: 77.182297, Top1T: 77.425903 Train:epoch: 123, loss@min: 0.821036, loss@max: 1.099726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.925407, LT: 0.902537, Top1S: 77.182297, Top1T: 77.466507Best acc: 77.466507{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Sun Aug 13 00:55:39 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.167780, loss@max: 1.880496, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 2, loss@min: 3.496070, loss@max: 2.296457, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 3, loss@min: 1.986643, loss@max: 1.772438, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 1.746431, loss@max: 1.365260, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 1.474169, loss@max: 1.209943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 1.070753, loss@max: 1.281986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.942550, loss@max: 1.387202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.976508, loss@max: 1.463458, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 0.869697, loss@max: 1.356025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.854340, loss@max: 1.196962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.955948, loss@max: 1.087953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.161088, loss@max: 0.961359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.190001, loss@max: 0.930500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.086330, loss@max: 0.991644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.912442, loss@max: 1.091103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.769509, loss@max: 1.299491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.692381, loss@max: 1.330158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.627236, loss@max: 1.407576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.766608, loss@max: 1.274267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.771162, loss@max: 1.220776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.876744, loss@max: 1.138999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.049904, loss@max: 1.003437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.891586, loss@max: 1.094472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.894396, loss@max: 1.090083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.822012, loss@max: 1.159087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.804069, loss@max: 1.212394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.736436, loss@max: 1.237302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.822180, loss@max: 1.153944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.870375, loss@max: 1.113400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.831783, loss@max: 1.136073, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 2.216976, LT: 1.781107, Top1S: 48.530865, Top1T: 55.901234Best acc: 55.901234 Train:epoch: 31, loss@min: 1.056953, loss@max: 1.008694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 2.166476, LT: 1.799806, Top1S: 49.259258, Top1T: 55.925926Best acc: 55.925926 Train:epoch: 32, loss@min: 0.909325, loss@max: 1.045700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 2.073151, LT: 1.848371, Top1S: 50.469135, Top1T: 55.419754 Train:epoch: 33, loss@min: 0.877241, loss@max: 1.109687, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 2.010525, LT: 1.874066, Top1S: 51.160492, Top1T: 55.185184 Train:epoch: 34, loss@min: 0.792001, loss@max: 1.171741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 1.996700, LT: 1.870793, Top1S: 51.135803, Top1T: 55.691357 Train:epoch: 35, loss@min: 0.721039, loss@max: 1.282677, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 10} ------------------------------------------- Sun Aug 13 01:03:48 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 10} ------------------------------------------- Sun Aug 13 01:04:44 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 10} ------------------------------------------- Sun Aug 13 01:06:11 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 10} ------------------------------------------- Sun Aug 13 01:06:59 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.167773, loss@max: 1.880499, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 2, loss@min: 3.496069, loss@max: 2.296460, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 3, loss@min: 1.986644, loss@max: 1.772436, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 1.746436, loss@max: 1.365260, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 1.474176, loss@max: 1.209944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 1.070755, loss@max: 1.281985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.942549, loss@max: 1.387202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.976508, loss@max: 1.463458, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 0.869698, loss@max: 1.356025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.854340, loss@max: 1.196963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 10, LS: 1.899786, LT: 1.615652, Top1S: 48.728394, Top1T: 53.839504Best acc: 53.839504 Train:epoch: 11, loss@min: 0.947806, loss@max: 1.099960, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 01:08:42 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.167780, loss@max: 1.880496, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 2, loss@min: 3.496070, loss@max: 2.296457, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 3, loss@min: 1.986643, loss@max: 1.772438, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 1.746431, loss@max: 1.365260, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 1.474169, loss@max: 1.209943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 1.070753, loss@max: 1.281986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.942550, loss@max: 1.387202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.976508, loss@max: 1.463458, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 0.869697, loss@max: 1.356025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.854340, loss@max: 1.196962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.955948, loss@max: 1.087953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.161088, loss@max: 0.961359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.190001, loss@max: 0.930500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.086330, loss@max: 0.991644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.912442, loss@max: 1.091103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.769509, loss@max: 1.299491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.692381, loss@max: 1.330158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.627236, loss@max: 1.407576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.766608, loss@max: 1.274267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.771162, loss@max: 1.220776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.876744, loss@max: 1.138999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.049904, loss@max: 1.003437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.891586, loss@max: 1.094472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.894396, loss@max: 1.090083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.822012, loss@max: 1.159087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.804069, loss@max: 1.212394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.736436, loss@max: 1.237302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.822180, loss@max: 1.153944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.870375, loss@max: 1.113400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.831783, loss@max: 1.136073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.927683, loss@max: 1.041376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.972794, loss@max: 1.034780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.878807, loss@max: 1.096807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.832087, loss@max: 1.144217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.771309, loss@max: 1.224644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.773173, loss@max: 1.187887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.752724, loss@max: 1.230100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.811627, loss@max: 1.175762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.751916, loss@max: 1.267332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.822802, loss@max: 1.145514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.924146, loss@max: 1.071086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.892415, loss@max: 1.080827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.880716, loss@max: 1.098054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.907525, loss@max: 1.054447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.818576, loss@max: 1.140490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.795438, loss@max: 1.172530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.832469, loss@max: 1.114442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.747564, loss@max: 1.223209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.819918, loss@max: 1.134387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.816776, loss@max: 1.135145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.802520, loss@max: 1.130166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.849299, loss@max: 1.103239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.830800, loss@max: 1.121336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.832406, loss@max: 1.108361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.818040, loss@max: 1.121998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.801190, loss@max: 1.146143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.850096, loss@max: 1.101470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.871612, loss@max: 1.076614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.963787, loss@max: 1.020127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.837933, loss@max: 1.107600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.854013, loss@max: 1.081335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.794903, loss@max: 1.151002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.739395, loss@max: 1.212310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.743928, loss@max: 1.197144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.749437, loss@max: 1.180441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.789109, loss@max: 1.185463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.817737, loss@max: 1.118057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.901858, loss@max: 1.034777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.827474, loss@max: 1.109053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.865207, loss@max: 1.074287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.877920, loss@max: 1.068238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.852955, loss@max: 1.117499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.904234, loss@max: 1.045725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.810833, loss@max: 1.131309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.776263, loss@max: 1.211290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.768446, loss@max: 1.204818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.797871, loss@max: 1.137150, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.753407, loss@max: 1.188563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.847352, loss@max: 1.078312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.788640, loss@max: 1.151284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 2.165766, LT: 1.844422, Top1S: 49.469135, Top1T: 56.407406Best acc: 56.407406 Train:epoch: 81, loss@min: 0.873689, loss@max: 1.059433, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 2.161210, LT: 1.844805, Top1S: 49.555557, Top1T: 56.481480Best acc: 56.481480 Train:epoch: 82, loss@min: 0.881502, loss@max: 1.055455, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 2.145128, LT: 1.852513, Top1S: 49.777779, Top1T: 56.395061 Train:epoch: 83, loss@min: 0.870556, loss@max: 1.077023, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 2.125753, LT: 1.861780, Top1S: 50.259258, Top1T: 56.222221 Train:epoch: 84, loss@min: 0.816711, loss@max: 1.118854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 2.102150, LT: 1.873962, Top1S: 50.802467, Top1T: 55.888889 Train:epoch: 85, loss@min: 0.792311, loss@max: 1.136238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 2.083112, LT: 1.885321, Top1S: 51.395061, Top1T: 55.506172 Train:epoch: 86, loss@min: 0.840667, loss@max: 1.088243, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 2.064709, LT: 1.895227, Top1S: 51.703705, Top1T: 55.283951 Train:epoch: 87, loss@min: 0.883439, loss@max: 1.068020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 2.049062, LT: 1.897906, Top1S: 52.185184, Top1T: 55.098766 Train:epoch: 88, loss@min: 0.817157, loss@max: 1.128824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 2.041379, LT: 1.892376, Top1S: 52.419754, Top1T: 55.209877 Train:epoch: 89, loss@min: 0.765541, loss@max: 1.179246, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 70} ------------------------------------------- Sun Aug 13 01:22:05 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.167774, loss@max: 1.880500, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 2, loss@min: 3.496068, loss@max: 2.296463, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 3, loss@min: 1.986635, loss@max: 1.772438, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 1.746431, loss@max: 1.365260, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 1.474179, loss@max: 1.209937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 1.070761, loss@max: 1.281981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.942551, loss@max: 1.387200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.976508, loss@max: 1.463458, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 0.869696, loss@max: 1.356028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.854337, loss@max: 1.196967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.955944, loss@max: 1.087958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.161088, loss@max: 0.961364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.190002, loss@max: 0.930499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.086336, loss@max: 0.991642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.912448, loss@max: 1.091099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.769510, loss@max: 1.299492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.692381, loss@max: 1.330157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.627239, loss@max: 1.407573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.766606, loss@max: 1.274269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.771154, loss@max: 1.220784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.876741, loss@max: 1.139002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.049903, loss@max: 1.003441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.891587, loss@max: 1.094469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.894405, loss@max: 1.090073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.822017, loss@max: 1.159080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.804064, loss@max: 1.212401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.736430, loss@max: 1.237306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.822181, loss@max: 1.153940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.870370, loss@max: 1.113404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.831789, loss@max: 1.136063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.927681, loss@max: 1.041379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.972791, loss@max: 1.034780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.878804, loss@max: 1.096810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.832081, loss@max: 1.144219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.771311, loss@max: 1.224641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.773172, loss@max: 1.187887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.752730, loss@max: 1.230093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.811631, loss@max: 1.175760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.751910, loss@max: 1.267338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.822801, loss@max: 1.145515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.924152, loss@max: 1.071083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.892422, loss@max: 1.080816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.880716, loss@max: 1.098048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.907517, loss@max: 1.054452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.818575, loss@max: 1.140491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.795428, loss@max: 1.172538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.832471, loss@max: 1.114442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.747563, loss@max: 1.223208, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.819923, loss@max: 1.134380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.816784, loss@max: 1.135137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.802528, loss@max: 1.130160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.849298, loss@max: 1.103240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.830797, loss@max: 1.121338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.832403, loss@max: 1.108369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.818034, loss@max: 1.122009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.801183, loss@max: 1.146155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.850093, loss@max: 1.101475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.871613, loss@max: 1.076617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.963784, loss@max: 1.020125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.837948, loss@max: 1.107589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.854017, loss@max: 1.081334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.794917, loss@max: 1.150985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.739389, loss@max: 1.212320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.743927, loss@max: 1.197148, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.749426, loss@max: 1.180455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.789101, loss@max: 1.185469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.817725, loss@max: 1.118068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.901851, loss@max: 1.034777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.827484, loss@max: 1.109043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.865219, loss@max: 1.074278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 2.127821, LT: 1.870759, Top1S: 49.876545, Top1T: 56.086418Best acc: 56.086418 Train:epoch: 71, loss@min: 0.843074, loss@max: 1.092604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 2.110507, LT: 1.891536, Top1S: 50.234570, Top1T: 55.938271 Train:epoch: 72, loss@min: 0.859128, loss@max: 1.084615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 2.101633, LT: 1.902785, Top1S: 50.580246, Top1T: 55.629631 Train:epoch: 73, loss@min: 0.854575, loss@max: 1.071906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 2.104984, LT: 1.907602, Top1S: 50.728394, Top1T: 55.370369 Train:epoch: 74, loss@min: 0.810137, loss@max: 1.123613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 2.134911, LT: 1.895751, Top1S: 50.728394, Top1T: 55.283951 Train:epoch: 75, loss@min: 0.781527, loss@max: 1.154453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 2.140990, LT: 1.889747, Top1S: 51.074074, Top1T: 55.098766 Train:epoch: 76, loss@min: 0.839474, loss@max: 1.110878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 2.143836, LT: 1.880008, Top1S: 50.987656, Top1T: 55.296295 Train:epoch: 77, loss@min: 0.825196, loss@max: 1.102380, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 2.145369, LT: 1.871060, Top1S: 50.790123, Top1T: 55.407406 Train:epoch: 78, loss@min: 0.823680, loss@max: 1.130224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 2.139315, LT: 1.870052, Top1S: 50.703705, Top1T: 55.580246 Train:epoch: 79, loss@min: 0.772447, loss@max: 1.168899, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 01:35:14 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.564231, loss@max: 1.994314, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.727368, loss@max: 1.677067, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.165902, loss@max: 1.501110, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.898407, loss@max: 1.387842, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.864557, loss@max: 1.278451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 0.873727, loss@max: 1.232218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.919566, loss@max: 1.135893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.937069, loss@max: 1.083881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.938258, loss@max: 1.075997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.973678, loss@max: 1.103333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.854645, loss@max: 1.153857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.783130, loss@max: 1.206187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.803373, loss@max: 1.229256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.825528, loss@max: 1.176844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.833162, loss@max: 1.217398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.825138, loss@max: 1.209409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.835755, loss@max: 1.222563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.894412, loss@max: 1.162359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.852344, loss@max: 1.157900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.861144, loss@max: 1.111532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.808589, loss@max: 1.190593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.862001, loss@max: 1.170495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.799095, loss@max: 1.203344, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.777775, loss@max: 1.190733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.897477, loss@max: 1.114364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.887939, loss@max: 1.092378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.857550, loss@max: 1.126583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.834696, loss@max: 1.153370, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.816987, loss@max: 1.164242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.814922, loss@max: 1.143832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.825948, loss@max: 1.138857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.824531, loss@max: 1.143977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.833141, loss@max: 1.156171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.828294, loss@max: 1.128516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.827821, loss@max: 1.126916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.856971, loss@max: 1.130904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.848970, loss@max: 1.122141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.840518, loss@max: 1.115161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.824333, loss@max: 1.155866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.815496, loss@max: 1.145228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.835883, loss@max: 1.143420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.848961, loss@max: 1.116762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.851392, loss@max: 1.115571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.814949, loss@max: 1.140893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.818750, loss@max: 1.137689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.849358, loss@max: 1.101083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.828340, loss@max: 1.147449, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.855835, loss@max: 1.111899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.811210, loss@max: 1.178881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.827364, loss@max: 1.138299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.808468, loss@max: 1.169249, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.854528, loss@max: 1.109676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.832031, loss@max: 1.117636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.805878, loss@max: 1.156265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.800226, loss@max: 1.152773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.847523, loss@max: 1.118633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.837866, loss@max: 1.130538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.826137, loss@max: 1.128369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.842822, loss@max: 1.106781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.847443, loss@max: 1.101899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.882233, loss@max: 1.087705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.821072, loss@max: 1.121714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.803703, loss@max: 1.156146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.786366, loss@max: 1.181742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.824105, loss@max: 1.113771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.801713, loss@max: 1.140962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.811524, loss@max: 1.137841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.812493, loss@max: 1.137817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.879404, loss@max: 1.091933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.857635, loss@max: 1.091665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.820728, loss@max: 1.115084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.828665, loss@max: 1.116336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.829864, loss@max: 1.110773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.784935, loss@max: 1.164514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.816257, loss@max: 1.142382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.836325, loss@max: 1.116600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.801016, loss@max: 1.139332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.833270, loss@max: 1.105596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.823734, loss@max: 1.112779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.829146, loss@max: 1.104266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 2.708081, LT: 2.757911, Top1S: 43.735226, Top1T: 42.848701Best acc: 43.735226 Train:epoch: 81, loss@min: 0.836269, loss@max: 1.101223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 2.703997, LT: 2.757854, Top1S: 43.794327, Top1T: 42.848701Best acc: 43.794327 Train:epoch: 82, loss@min: 0.824434, loss@max: 1.116989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 2.700813, LT: 2.757247, Top1S: 43.794327, Top1T: 42.966904 Train:epoch: 83, loss@min: 0.827571, loss@max: 1.120946, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Sun Aug 13 01:37:39 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.564231, loss@max: 1.994316, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 2, loss@min: 1.727367, loss@max: 1.677065, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 3, loss@min: 1.165904, loss@max: 1.501109, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 4, loss@min: 0.898407, loss@max: 1.387842, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 5, loss@min: 0.864557, loss@max: 1.278451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 0.873726, loss@max: 1.232217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.919567, loss@max: 1.135892, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.937068, loss@max: 1.083883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.938258, loss@max: 1.075997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.973678, loss@max: 1.103332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.854645, loss@max: 1.153857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.783130, loss@max: 1.206188, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.803374, loss@max: 1.229253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.825530, loss@max: 1.176842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.833163, loss@max: 1.217396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.825139, loss@max: 1.209408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.835754, loss@max: 1.222564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.894412, loss@max: 1.162360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.852343, loss@max: 1.157901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.861143, loss@max: 1.111531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.808589, loss@max: 1.190593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.862002, loss@max: 1.170493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.799095, loss@max: 1.203343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.777775, loss@max: 1.190731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.897478, loss@max: 1.114364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.887937, loss@max: 1.092380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.857549, loss@max: 1.126585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.834697, loss@max: 1.153369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.816988, loss@max: 1.164242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.814922, loss@max: 1.143830, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 2.811805, LT: 2.844938, Top1S: 43.262413, Top1T: 42.612293Best acc: 43.262413 Train:epoch: 31, loss@min: 0.812733, loss@max: 1.149689, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 2.812355, LT: 2.849917, Top1S: 43.262413, Top1T: 42.080379 Train:epoch: 32, loss@min: 0.847653, loss@max: 1.126508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 2.810042, LT: 2.853840, Top1S: 43.735226, Top1T: 42.316784Best acc: 43.735226 Train:epoch: 33, loss@min: 0.840709, loss@max: 1.130432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 2.810542, LT: 2.852326, Top1S: 43.853428, Top1T: 42.316784Best acc: 43.853428 Train:epoch: 34, loss@min: 0.822772, loss@max: 1.128321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 2.814212, LT: 2.850509, Top1S: 43.617020, Top1T: 42.375885 Train:epoch: 35, loss@min: 0.799335, loss@max: 1.151488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 2.818013, LT: 2.848898, Top1S: 43.735226, Top1T: 42.375885 Train:epoch: 36, loss@min: 0.816605, loss@max: 1.148357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 2.819461, LT: 2.848593, Top1S: 43.203308, Top1T: 42.494091 Train:epoch: 37, loss@min: 0.849274, loss@max: 1.099806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 2.810999, LT: 2.852493, Top1S: 43.203308, Top1T: 42.553192 Train:epoch: 38, loss@min: 0.849670, loss@max: 1.103859, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 2.806926, LT: 2.851916, Top1S: 43.498817, Top1T: 42.375885 Train:epoch: 39, loss@min: 0.836813, loss@max: 1.124947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 2.808270, LT: 2.848653, Top1S: 43.439716, Top1T: 42.257683 Train:epoch: 40, loss@min: 0.854730, loss@max: 1.110439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 2.806190, LT: 2.847896, Top1S: 43.735226, Top1T: 42.316784 Train:epoch: 41, loss@min: 0.802725, loss@max: 1.154374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 2.806002, LT: 2.846179, Top1S: 43.794327, Top1T: 42.257683 Train:epoch: 42, loss@min: 0.793652, loss@max: 1.180332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 2.803500, LT: 2.847129, Top1S: 43.498817, Top1T: 42.434990 Train:epoch: 43, loss@min: 0.816629, loss@max: 1.145123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 2.800402, LT: 2.848057, Top1S: 43.321514, Top1T: 42.198582 Train:epoch: 44, loss@min: 0.829936, loss@max: 1.154051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 2.800485, LT: 2.845084, Top1S: 43.321514, Top1T: 42.198582 Train:epoch: 45, loss@min: 0.880302, loss@max: 1.092616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 2.801554, LT: 2.840917, Top1S: 43.439716, Top1T: 41.843971 Train:epoch: 46, loss@min: 0.890757, loss@max: 1.105913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 2.796019, LT: 2.838088, Top1S: 43.321514, Top1T: 42.080379 Train:epoch: 47, loss@min: 0.849734, loss@max: 1.118221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 2.795632, LT: 2.833625, Top1S: 43.439716, Top1T: 42.257683 Train:epoch: 48, loss@min: 0.824360, loss@max: 1.168134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 2.795896, LT: 2.829135, Top1S: 43.380615, Top1T: 42.080379 Train:epoch: 49, loss@min: 0.815806, loss@max: 1.146187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 2.792707, LT: 2.826726, Top1S: 43.262413, Top1T: 42.257683 Train:epoch: 50, loss@min: 0.788236, loss@max: 1.182592, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 2.788477, LT: 2.826012, Top1S: 43.085106, Top1T: 42.434990 Train:epoch: 51, loss@min: 0.820909, loss@max: 1.152582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 2.784143, LT: 2.825209, Top1S: 43.262413, Top1T: 42.434990 Train:epoch: 52, loss@min: 0.809048, loss@max: 1.144148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 2.777765, LT: 2.826623, Top1S: 43.439716, Top1T: 42.198582 Train:epoch: 53, loss@min: 0.837454, loss@max: 1.125367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 2.765175, LT: 2.831134, Top1S: 43.617020, Top1T: 42.021278 Train:epoch: 54, loss@min: 0.802232, loss@max: 1.160790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 2.763204, LT: 2.832481, Top1S: 43.735226, Top1T: 42.021278 Train:epoch: 55, loss@min: 0.827006, loss@max: 1.148788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 2.773188, LT: 2.824923, Top1S: 43.439716, Top1T: 42.080379 Train:epoch: 56, loss@min: 0.924888, loss@max: 1.104371, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 2.777775, LT: 2.816585, Top1S: 43.321514, Top1T: 41.962173 Train:epoch: 57, loss@min: 0.982471, loss@max: 1.068638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 2.774491, LT: 2.809981, Top1S: 43.617020, Top1T: 42.080379 Train:epoch: 58, loss@min: 0.882726, loss@max: 1.102701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 2.768792, LT: 2.805829, Top1S: 43.853428, Top1T: 42.021278 Train:epoch: 59, loss@min: 0.832275, loss@max: 1.163928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 2.756309, LT: 2.807943, Top1S: 43.676125, Top1T: 42.198582 Train:epoch: 60, loss@min: 0.807776, loss@max: 1.151325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 2.747451, LT: 2.809502, Top1S: 43.380615, Top1T: 42.375885 Train:epoch: 61, loss@min: 0.802885, loss@max: 1.158932, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 2.743890, LT: 2.808537, Top1S: 43.144207, Top1T: 42.553192 Train:epoch: 62, loss@min: 0.815284, loss@max: 1.155827, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 2.746402, LT: 2.805021, Top1S: 43.085106, Top1T: 42.553192 Train:epoch: 63, loss@min: 0.807733, loss@max: 1.163435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 2.746313, LT: 2.801611, Top1S: 43.026005, Top1T: 42.730495 Train:epoch: 64, loss@min: 0.799255, loss@max: 1.201020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 2.745769, LT: 2.797000, Top1S: 42.907803, Top1T: 42.730495 Train:epoch: 65, loss@min: 0.839418, loss@max: 1.150343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 2.738911, LT: 2.793996, Top1S: 42.966904, Top1T: 42.553192 Train:epoch: 66, loss@min: 0.824739, loss@max: 1.129510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 2.725436, LT: 2.793835, Top1S: 43.321514, Top1T: 42.671394 Train:epoch: 67, loss@min: 0.818390, loss@max: 1.140936, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 2.717442, LT: 2.790307, Top1S: 43.557919, Top1T: 42.671394 Train:epoch: 68, loss@min: 0.821288, loss@max: 1.128716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 2.716514, LT: 2.784900, Top1S: 43.853428, Top1T: 42.494091 Train:epoch: 69, loss@min: 0.830918, loss@max: 1.122030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 2.723895, LT: 2.775387, Top1S: 43.735226, Top1T: 42.553192 Train:epoch: 70, loss@min: 0.818333, loss@max: 1.135914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 2.731190, LT: 2.766138, Top1S: 43.380615, Top1T: 42.730495 Train:epoch: 71, loss@min: 0.822666, loss@max: 1.124714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 2.736854, LT: 2.759039, Top1S: 43.262413, Top1T: 42.966904 Train:epoch: 72, loss@min: 0.859553, loss@max: 1.099193, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 2.735302, LT: 2.756749, Top1S: 43.439716, Top1T: 42.966904 Train:epoch: 73, loss@min: 0.846831, loss@max: 1.111079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 2.724985, LT: 2.759989, Top1S: 43.439716, Top1T: 43.085106 Train:epoch: 74, loss@min: 0.842543, loss@max: 1.103571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 2.711766, LT: 2.766298, Top1S: 43.439716, Top1T: 42.907803 Train:epoch: 75, loss@min: 0.819234, loss@max: 1.122651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 2.704881, LT: 2.768951, Top1S: 43.380615, Top1T: 42.671394 Train:epoch: 76, loss@min: 0.834189, loss@max: 1.109981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 2.703511, LT: 2.766653, Top1S: 43.557919, Top1T: 42.671394 Train:epoch: 77, loss@min: 0.808060, loss@max: 1.142224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 2.708081, LT: 2.760894, Top1S: 43.557919, Top1T: 42.789597 Train:epoch: 78, loss@min: 0.815588, loss@max: 1.129033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 2.714590, LT: 2.754623, Top1S: 43.439716, Top1T: 42.966904 Train:epoch: 79, loss@min: 0.871816, loss@max: 1.085288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 2.716280, LT: 2.750973, Top1S: 43.262413, Top1T: 42.966904 Train:epoch: 80, loss@min: 0.829324, loss@max: 1.115443, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 2.713696, LT: 2.749223, Top1S: 42.789597, Top1T: 42.848701 Train:epoch: 81, loss@min: 0.845049, loss@max: 1.114913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 2.708970, LT: 2.747921, Top1S: 42.966904, Top1T: 42.966904 Train:epoch: 82, loss@min: 0.806720, loss@max: 1.129610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 2.704934, LT: 2.746611, Top1S: 42.966904, Top1T: 43.085106 Train:epoch: 83, loss@min: 0.766710, loss@max: 1.187041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 2.702759, LT: 2.744824, Top1S: 43.439716, Top1T: 42.966904 Train:epoch: 84, loss@min: 0.778517, loss@max: 1.164458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 2.700336, LT: 2.743106, Top1S: 43.676125, Top1T: 42.966904 Train:epoch: 85, loss@min: 0.805849, loss@max: 1.125563, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 2.699805, LT: 2.740053, Top1S: 43.853428, Top1T: 43.026005 Train:epoch: 86, loss@min: 0.818689, loss@max: 1.119421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 2.699942, LT: 2.736681, Top1S: 43.853428, Top1T: 42.907803 Train:epoch: 87, loss@min: 0.828890, loss@max: 1.111331, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 2.696403, LT: 2.736055, Top1S: 43.794327, Top1T: 42.907803 Train:epoch: 88, loss@min: 0.836585, loss@max: 1.096511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 2.691113, LT: 2.737327, Top1S: 43.735226, Top1T: 42.907803 Train:epoch: 89, loss@min: 0.841847, loss@max: 1.090869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 2.685964, LT: 2.739784, Top1S: 43.676125, Top1T: 42.966904 Train:epoch: 90, loss@min: 0.823926, loss@max: 1.105432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 2.685711, LT: 2.739107, Top1S: 43.676125, Top1T: 42.966904 Train:epoch: 91, loss@min: 0.821480, loss@max: 1.108380, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 2.688083, LT: 2.736699, Top1S: 43.735226, Top1T: 43.085106 Train:epoch: 92, loss@min: 0.848534, loss@max: 1.095067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 2.690925, LT: 2.733781, Top1S: 43.498817, Top1T: 42.907803 Train:epoch: 93, loss@min: 0.799831, loss@max: 1.131002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 2.693372, LT: 2.731035, Top1S: 43.557919, Top1T: 42.848701 Train:epoch: 94, loss@min: 0.824950, loss@max: 1.111211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 2.693695, LT: 2.729286, Top1S: 43.557919, Top1T: 42.966904 Train:epoch: 95, loss@min: 0.821244, loss@max: 1.107703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 2.692694, LT: 2.728032, Top1S: 43.557919, Top1T: 43.085106 Train:epoch: 96, loss@min: 0.833274, loss@max: 1.096861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 2.691859, LT: 2.726669, Top1S: 43.617020, Top1T: 43.203308 Train:epoch: 97, loss@min: 0.822121, loss@max: 1.104213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 2.689728, LT: 2.725864, Top1S: 43.557919, Top1T: 43.321514 Train:epoch: 98, loss@min: 0.820468, loss@max: 1.111457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 2.687016, LT: 2.725011, Top1S: 43.557919, Top1T: 43.439716 Train:epoch: 99, loss@min: 0.833090, loss@max: 1.101660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 2.684911, LT: 2.724541, Top1S: 43.676125, Top1T: 43.380615 Train:epoch: 100, loss@min: 0.803332, loss@max: 1.127713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 2.683431, LT: 2.724379, Top1S: 43.735226, Top1T: 43.380615 Train:epoch: 101, loss@min: 0.832950, loss@max: 1.106370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 2.681337, LT: 2.724944, Top1S: 43.735226, Top1T: 43.439716 Train:epoch: 102, loss@min: 0.781553, loss@max: 1.148550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 2.680059, LT: 2.725420, Top1S: 43.735226, Top1T: 43.085106 Train:epoch: 103, loss@min: 0.808025, loss@max: 1.125041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 2.679912, LT: 2.725271, Top1S: 43.853428, Top1T: 43.085106 Train:epoch: 104, loss@min: 0.820053, loss@max: 1.112457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 2.679162, LT: 2.725514, Top1S: 43.853428, Top1T: 42.966904 Train:epoch: 105, loss@min: 0.815104, loss@max: 1.114826, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 2.678122, LT: 2.725598, Top1S: 43.912529, Top1T: 42.966904Best acc: 43.912529 Train:epoch: 106, loss@min: 0.832105, loss@max: 1.094788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 2.676871, LT: 2.725532, Top1S: 43.853428, Top1T: 42.966904 Train:epoch: 107, loss@min: 0.806180, loss@max: 1.123013, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 2.676574, LT: 2.724468, Top1S: 43.853428, Top1T: 42.966904 Train:epoch: 108, loss@min: 0.826458, loss@max: 1.099147, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 2.676449, LT: 2.723045, Top1S: 43.794327, Top1T: 42.966904 Train:epoch: 109, loss@min: 0.835677, loss@max: 1.096630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 2.676233, LT: 2.721256, Top1S: 43.794327, Top1T: 43.085106 Train:epoch: 110, loss@min: 0.820396, loss@max: 1.103898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 2.676195, LT: 2.719552, Top1S: 43.853428, Top1T: 43.026005 Train:epoch: 111, loss@min: 0.812479, loss@max: 1.110032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 2.676397, LT: 2.718154, Top1S: 43.912529, Top1T: 43.144207 Train:epoch: 112, loss@min: 0.809285, loss@max: 1.114917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 2.676887, LT: 2.717078, Top1S: 43.971630, Top1T: 43.262413Best acc: 43.971630 Train:epoch: 113, loss@min: 0.811484, loss@max: 1.115337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 2.677847, LT: 2.716134, Top1S: 43.853428, Top1T: 43.203308 Train:epoch: 114, loss@min: 0.800765, loss@max: 1.124119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 2.678735, LT: 2.715533, Top1S: 43.971630, Top1T: 43.144207 Train:epoch: 115, loss@min: 0.824037, loss@max: 1.102183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 2.679719, LT: 2.715164, Top1S: 43.853428, Top1T: 43.085106 Train:epoch: 116, loss@min: 0.825156, loss@max: 1.098254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 2.679941, LT: 2.715322, Top1S: 43.735226, Top1T: 43.144207 Train:epoch: 117, loss@min: 0.810357, loss@max: 1.109360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 2.679652, LT: 2.715644, Top1S: 43.735226, Top1T: 43.144207 Train:epoch: 118, loss@min: 0.826833, loss@max: 1.099573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 2.679622, LT: 2.715573, Top1S: 43.676125, Top1T: 43.085106 Train:epoch: 119, loss@min: 0.820510, loss@max: 1.100925, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 2.679348, LT: 2.715513, Top1S: 43.735226, Top1T: 43.144207 Train:epoch: 120, loss@min: 0.823207, loss@max: 1.096595, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 2.678925, LT: 2.715530, Top1S: 43.735226, Top1T: 43.144207 Train:epoch: 121, loss@min: 0.821622, loss@max: 1.099604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 2.678382, LT: 2.715483, Top1S: 43.794327, Top1T: 43.144207 Train:epoch: 122, loss@min: 0.806242, loss@max: 1.113413, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 2.677629, LT: 2.715434, Top1S: 43.735226, Top1T: 43.085106 Train:epoch: 123, loss@min: 0.799016, loss@max: 1.121216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 2.676567, LT: 2.715540, Top1S: 43.735226, Top1T: 43.085106 Train:epoch: 124, loss@min: 0.820389, loss@max: 1.101551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 2.675346, LT: 2.715662, Top1S: 43.617020, Top1T: 43.085106 Train:epoch: 125, loss@min: 0.808435, loss@max: 1.109563, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 2.674408, LT: 2.715664, Top1S: 43.617020, Top1T: 43.144207 Train:epoch: 126, loss@min: 0.834312, loss@max: 1.086474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 2.673489, LT: 2.715704, Top1S: 43.557919, Top1T: 43.203308 Train:epoch: 127, loss@min: 0.823591, loss@max: 1.095026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 2.672711, LT: 2.715707, Top1S: 43.617020, Top1T: 43.262413 Train:epoch: 128, loss@min: 0.825414, loss@max: 1.093121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 2.671973, LT: 2.715708, Top1S: 43.676125, Top1T: 43.262413 Train:epoch: 129, loss@min: 0.804981, loss@max: 1.114995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 2.671496, LT: 2.715579, Top1S: 43.676125, Top1T: 43.321514 Train:epoch: 130, loss@min: 0.800601, loss@max: 1.117855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 2.671407, LT: 2.715352, Top1S: 43.676125, Top1T: 43.262413 Train:epoch: 131, loss@min: 0.824231, loss@max: 1.095862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 2.671511, LT: 2.715076, Top1S: 43.676125, Top1T: 43.262413 Train:epoch: 132, loss@min: 0.811911, loss@max: 1.105919, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 2.671625, LT: 2.714843, Top1S: 43.676125, Top1T: 43.262413 Train:epoch: 133, loss@min: 0.805129, loss@max: 1.112521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 2.671911, LT: 2.714559, Top1S: 43.676125, Top1T: 43.262413 Train:epoch: 134, loss@min: 0.817066, loss@max: 1.100815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 2.672159, LT: 2.714339, Top1S: 43.676125, Top1T: 43.262413 Train:epoch: 135, loss@min: 0.801731, loss@max: 1.118554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 2.672419, LT: 2.714152, Top1S: 43.676125, Top1T: 43.262413 Train:epoch: 136, loss@min: 0.807517, loss@max: 1.110291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 2.672639, LT: 2.713994, Top1S: 43.676125, Top1T: 43.262413 Train:epoch: 137, loss@min: 0.820308, loss@max: 1.101949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 2.672797, LT: 2.713869, Top1S: 43.676125, Top1T: 43.262413 Train:epoch: 138, loss@min: 0.818781, loss@max: 1.098216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 2.673012, LT: 2.713734, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 139, loss@min: 0.832658, loss@max: 1.088166, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 2.673170, LT: 2.713642, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 140, loss@min: 0.816870, loss@max: 1.103449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 2.673385, LT: 2.713526, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 141, loss@min: 0.830012, loss@max: 1.087762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 2.673541, LT: 2.713443, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 142, loss@min: 0.824938, loss@max: 1.091778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 2.673647, LT: 2.713383, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 143, loss@min: 0.811971, loss@max: 1.103258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 2.673702, LT: 2.713347, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 144, loss@min: 0.808433, loss@max: 1.107482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 2.673750, LT: 2.713319, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 145, loss@min: 0.816731, loss@max: 1.099445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 2.673772, LT: 2.713307, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 146, loss@min: 0.807537, loss@max: 1.109183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 2.673783, LT: 2.713301, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 147, loss@min: 0.819704, loss@max: 1.099416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 2.673783, LT: 2.713301, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 148, loss@min: 0.821015, loss@max: 1.096162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 2.673781, LT: 2.713301, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 149, loss@min: 0.814366, loss@max: 1.102983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 2.673780, LT: 2.713301, Top1S: 43.735226, Top1T: 43.262413 Train:epoch: 150, loss@min: 0.818010, loss@max: 1.099784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 2.673780, LT: 2.713301, Top1S: 43.735226, Top1T: 43.262413 ------------------------------------------- Sun Aug 13 02:22:50 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 08:13:33 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.214994, loss@max: 1.969030, Top1S acc: 100.000000, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 5.136309, loss@max: 1.767051, Top1S acc: 100.000000, Top1T acc: 46.808510 Train:epoch: 3, loss@min: 4.560862, loss@max: 1.681158, Top1S acc: 100.000000, Top1T acc: 51.063828 Train:epoch: 4, loss@min: 3.775681, loss@max: 1.538366, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 5, loss@min: 3.419538, loss@max: 1.498831, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 6, loss@min: 2.855060, loss@max: 1.406476, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 7, loss@min: 2.508267, loss@max: 1.355957, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 8, loss@min: 2.162127, loss@max: 1.307129, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 9, loss@min: 1.933506, loss@max: 1.287470, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 10, loss@min: 1.706016, loss@max: 1.262280, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 1.430035, loss@max: 1.230253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.377159, loss@max: 1.244532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.201477, loss@max: 1.226496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.122533, loss@max: 1.220651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.016184, loss@max: 1.211984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.929661, loss@max: 1.203857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.907352, loss@max: 1.205056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.874870, loss@max: 1.202694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.848736, loss@max: 1.195476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.854949, loss@max: 1.185999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.847185, loss@max: 1.174325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.823147, loss@max: 1.164643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.823322, loss@max: 1.161867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.837242, loss@max: 1.153808, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.825702, loss@max: 1.155577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.818746, loss@max: 1.142630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.842473, loss@max: 1.133145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.832306, loss@max: 1.128824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.827141, loss@max: 1.125767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.830437, loss@max: 1.114958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.840957, loss@max: 1.115057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.847084, loss@max: 1.111751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.829223, loss@max: 1.107926, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.828965, loss@max: 1.108935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.819320, loss@max: 1.114900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.830141, loss@max: 1.110658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.828844, loss@max: 1.108076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.833470, loss@max: 1.104693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.865455, loss@max: 1.113552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.834984, loss@max: 1.099279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.839803, loss@max: 1.095732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.833411, loss@max: 1.096112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.835613, loss@max: 1.098557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.834763, loss@max: 1.094541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.834077, loss@max: 1.095067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.834297, loss@max: 1.095175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.828384, loss@max: 1.098218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.830338, loss@max: 1.094198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.831599, loss@max: 1.096295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.834945, loss@max: 1.092123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.832368, loss@max: 1.096005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.834025, loss@max: 1.094447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.829390, loss@max: 1.095955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.827417, loss@max: 1.098397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.828214, loss@max: 1.100526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.824336, loss@max: 1.100153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.823972, loss@max: 1.106344, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.820886, loss@max: 1.105122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.823246, loss@max: 1.103018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.821310, loss@max: 1.104108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.821759, loss@max: 1.103562, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.822710, loss@max: 1.100580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.821725, loss@max: 1.105291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.820716, loss@max: 1.104353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.821359, loss@max: 1.103213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.820156, loss@max: 1.106825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.820282, loss@max: 1.104611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.822506, loss@max: 1.104697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.818270, loss@max: 1.104316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.817291, loss@max: 1.106164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.816996, loss@max: 1.106877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.819243, loss@max: 1.106708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.815496, loss@max: 1.107768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.815222, loss@max: 1.107589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.821711, loss@max: 1.102118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.824515, loss@max: 1.100846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.824305, loss@max: 1.103396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.821506, loss@max: 1.101446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.823871, loss@max: 1.100593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.822669, loss@max: 1.098940, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.952234, LT: 1.968363, Top1S: 50.709221, Top1T: 50.413712Best acc: 50.709221 Train:epoch: 81, loss@min: 0.825877, loss@max: 1.098649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.952403, LT: 1.968571, Top1S: 50.768322, Top1T: 50.413712Best acc: 50.768322 Train:epoch: 82, loss@min: 0.823548, loss@max: 1.100670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.952615, LT: 1.968748, Top1S: 50.709221, Top1T: 50.413712 Train:epoch: 83, loss@min: 0.818682, loss@max: 1.104166, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.952977, LT: 1.968916, Top1S: 50.591015, Top1T: 50.413712 Train:epoch: 84, loss@min: 0.854178, loss@max: 1.113422, Top1S acc: 100.000000, Top1T acc: 97.872337 Test:epoch: 84, LS: 1.953033, LT: 1.968787, Top1S: 50.591015, Top1T: 50.413712 Train:epoch: 85, loss@min: 0.825731, loss@max: 1.098763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.953176, LT: 1.968787, Top1S: 50.709221, Top1T: 50.354610 Train:epoch: 86, loss@min: 0.821667, loss@max: 1.100024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.953333, LT: 1.968891, Top1S: 50.650120, Top1T: 50.295509 Train:epoch: 87, loss@min: 0.829115, loss@max: 1.104941, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 08:17:17 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.476222, loss@max: 1.480099, Top1S acc: 100.000000, Top1T acc: 61.718750 Train:epoch: 2, loss@min: 4.334410, loss@max: 1.459398, Top1S acc: 100.000000, Top1T acc: 60.156250 Train:epoch: 3, loss@min: 3.823483, loss@max: 1.347006, Top1S acc: 100.000000, Top1T acc: 64.843750 Train:epoch: 4, loss@min: 3.481818, loss@max: 1.274344, Top1S acc: 100.000000, Top1T acc: 68.750000 Train:epoch: 5, loss@min: 3.172013, loss@max: 1.214000, Top1S acc: 100.000000, Top1T acc: 75.390625 Train:epoch: 6, loss@min: 3.220276, loss@max: 1.233861, Top1S acc: 100.000000, Top1T acc: 73.437500 Train:epoch: 7, loss@min: 2.861791, loss@max: 1.160905, Top1S acc: 100.000000, Top1T acc: 76.171875 Train:epoch: 8, loss@min: 2.709208, loss@max: 1.133825, Top1S acc: 100.000000, Top1T acc: 78.906250 Train:epoch: 9, loss@min: 2.442104, loss@max: 1.077343, Top1S acc: 100.000000, Top1T acc: 83.593750 Train:epoch: 10, loss@min: 2.270920, loss@max: 1.053995, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 11, loss@min: 2.238797, loss@max: 1.055388, Top1S acc: 100.000000, Top1T acc: 83.203125 Train:epoch: 12, loss@min: 2.256833, loss@max: 1.073656, Top1S acc: 100.000000, Top1T acc: 82.812500 Train:epoch: 13, loss@min: 2.058291, loss@max: 1.037356, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 14, loss@min: 2.055630, loss@max: 1.043329, Top1S acc: 100.000000, Top1T acc: 87.109375 Train:epoch: 15, loss@min: 1.776246, loss@max: 0.990551, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 16, loss@min: 1.732909, loss@max: 0.994784, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 17, loss@min: 1.772056, loss@max: 1.011856, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 18, loss@min: 1.657307, loss@max: 0.995587, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 19, loss@min: 1.568014, loss@max: 0.982383, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 20, loss@min: 1.473937, loss@max: 0.963903, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 21, loss@min: 1.492112, loss@max: 0.991747, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 22, loss@min: 1.468400, loss@max: 0.989451, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 23, loss@min: 1.370869, loss@max: 0.979426, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 24, loss@min: 1.411110, loss@max: 0.997066, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 25, loss@min: 1.367619, loss@max: 0.997165, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 26, loss@min: 1.275810, loss@max: 0.983696, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 1.272575, loss@max: 0.985187, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 1.257646, loss@max: 0.996904, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 29, loss@min: 1.233788, loss@max: 1.009517, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 30, loss@min: 1.195069, loss@max: 0.996489, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.212860, loss@max: 1.012916, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 1.172699, loss@max: 1.008688, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 33, loss@min: 1.128963, loss@max: 1.015877, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 1.132524, loss@max: 1.011685, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 1.070811, loss@max: 1.009073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.077739, loss@max: 1.016616, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 1.077884, loss@max: 1.020132, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.096899, loss@max: 1.023845, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 39, loss@min: 1.034770, loss@max: 1.025685, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 1.043386, loss@max: 1.023770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.061984, loss@max: 1.032390, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 1.035431, loss@max: 1.035756, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 1.034634, loss@max: 1.039143, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 44, loss@min: 1.024656, loss@max: 1.041189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.023215, loss@max: 1.037688, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.984011, loss@max: 1.038459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.990833, loss@max: 1.045351, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.989426, loss@max: 1.040975, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 49, loss@min: 0.963151, loss@max: 1.047164, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 0.977058, loss@max: 1.052104, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 0.967751, loss@max: 1.051467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.950149, loss@max: 1.052331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.967025, loss@max: 1.053945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.952536, loss@max: 1.055984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.973945, loss@max: 1.067435, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 56, loss@min: 0.946468, loss@max: 1.060245, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.939830, loss@max: 1.060704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.930114, loss@max: 1.057625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.937564, loss@max: 1.065536, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 60, loss@min: 0.935311, loss@max: 1.066980, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.928278, loss@max: 1.064402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.930717, loss@max: 1.065870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.988227, loss@max: 1.084832, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 64, loss@min: 0.940176, loss@max: 1.073517, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 65, loss@min: 0.913645, loss@max: 1.066369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.919893, loss@max: 1.067591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.905588, loss@max: 1.068727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.905131, loss@max: 1.070984, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 0.932850, loss@max: 1.073979, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.912463, loss@max: 1.072214, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 71, loss@min: 0.892891, loss@max: 1.069756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.924925, loss@max: 1.082068, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 0.909242, loss@max: 1.072685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.896771, loss@max: 1.074404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.907957, loss@max: 1.076163, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 76, loss@min: 0.889974, loss@max: 1.076660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.912186, loss@max: 1.082507, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.905591, loss@max: 1.079002, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 0.900372, loss@max: 1.081930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.903686, loss@max: 1.078479, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 80, LS: 1.645980, LT: 1.638910, Top1S: 62.579342, Top1T: 62.740551Best acc: 62.740551 Train:epoch: 81, loss@min: 0.889617, loss@max: 1.077559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.646777, LT: 1.639712, Top1S: 62.589417, Top1T: 62.785892Best acc: 62.785892 Train:epoch: 82, loss@min: 0.904600, loss@max: 1.081754, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 1.647714, LT: 1.640635, Top1S: 62.539040, Top1T: 62.785892 Train:epoch: 83, loss@min: 0.881284, loss@max: 1.076885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.648654, LT: 1.641569, Top1S: 62.523926, Top1T: 62.801006Best acc: 62.801006 Train:epoch: 84, loss@min: 0.901045, loss@max: 1.083933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.649473, LT: 1.642388, Top1S: 62.493702, Top1T: 62.755665 Train:epoch: 85, loss@min: 0.883646, loss@max: 1.077274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.650131, LT: 1.643058, Top1S: 62.498737, Top1T: 62.730476 Train:epoch: 86, loss@min: 0.874719, loss@max: 1.078292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.650729, LT: 1.643665, Top1S: 62.508816, Top1T: 62.735516 Train:epoch: 87, loss@min: 0.877630, loss@max: 1.079709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.651151, LT: 1.644098, Top1S: 62.534004, Top1T: 62.750626 Train:epoch: 88, loss@min: 0.923246, loss@max: 1.089887, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 88, LS: 1.651478, LT: 1.644423, Top1S: 62.549118, Top1T: 62.745590 Train:epoch: 89, loss@min: 0.888349, loss@max: 1.084360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.651712, LT: 1.644649, Top1S: 62.579342, Top1T: 62.770779 Train:epoch: 90, loss@min: 0.899029, loss@max: 1.085165, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 90, LS: 1.652050, LT: 1.644961, Top1S: 62.624683, Top1T: 62.785892 Train:epoch: 91, loss@min: 0.877870, loss@max: 1.081696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.652468, LT: 1.645362, Top1S: 62.629719, Top1T: 62.775818 Train:epoch: 92, loss@min: 0.894040, loss@max: 1.085953, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 92, LS: 1.652951, LT: 1.645828, Top1S: 62.594456, Top1T: 62.821156Best acc: 62.821156 Train:epoch: 93, loss@min: 0.880478, loss@max: 1.083627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.653408, LT: 1.646276, Top1S: 62.589417, Top1T: 62.795967 Train:epoch: 94, loss@min: 0.888547, loss@max: 1.082869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.653811, LT: 1.646673, Top1S: 62.624683, Top1T: 62.861458Best acc: 62.861458 Train:epoch: 95, loss@min: 0.883460, loss@max: 1.084150, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 95, LS: 1.654450, LT: 1.647288, Top1S: 62.670021, Top1T: 62.886646Best acc: 62.886646 Train:epoch: 96, loss@min: 0.883976, loss@max: 1.086300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.655060, LT: 1.647880, Top1S: 62.644833, Top1T: 62.881611 Train:epoch: 97, loss@min: 0.870055, loss@max: 1.081101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.655673, LT: 1.648484, Top1S: 62.659946, Top1T: 62.911835Best acc: 62.911835 Train:epoch: 98, loss@min: 0.879910, loss@max: 1.087713, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 98, LS: 1.656368, LT: 1.649162, Top1S: 62.659946, Top1T: 62.911835 Train:epoch: 99, loss@min: 0.871580, loss@max: 1.085123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.657009, LT: 1.649784, Top1S: 62.670021, Top1T: 62.906799 Train:epoch: 100, loss@min: 0.871208, loss@max: 1.083227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.657697, LT: 1.650461, Top1S: 62.680099, Top1T: 62.881611 Train:epoch: 101, loss@min: 0.866679, loss@max: 1.084209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.658353, LT: 1.651105, Top1S: 62.690174, Top1T: 62.886646 Train:epoch: 102, loss@min: 0.875189, loss@max: 1.085509, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_pets", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 11:17:54 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.802037, loss@max: 2.784044, Top1S acc: 100.000000, Top1T acc: 81.081093 Train:epoch: 2, loss@min: 0.712601, loss@max: 2.256521, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 3, loss@min: 1.121613, loss@max: 1.610944, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 4, loss@min: 1.047251, loss@max: 1.205817, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 5, loss@min: 1.572203, loss@max: 1.094780, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 6, loss@min: 1.541662, loss@max: 1.011819, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 7, loss@min: 1.232263, loss@max: 0.987047, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_pets", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sun Aug 13 11:18:25 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.802049, loss@max: 2.784005, Top1S acc: 100.000000, Top1T acc: 81.081093 Train:epoch: 2, loss@min: 0.712623, loss@max: 2.256503, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 3, loss@min: 1.121484, loss@max: 1.610967, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 4, loss@min: 1.047284, loss@max: 1.205779, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 5, loss@min: 1.572293, loss@max: 1.094689, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 6, loss@min: 1.541645, loss@max: 1.011818, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 7, loss@min: 1.232237, loss@max: 0.987098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.005236, loss@max: 1.211166, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 9, loss@min: 0.912378, loss@max: 1.385379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.711645, loss@max: 1.578451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.599746, loss@max: 1.651539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.720797, loss@max: 1.506336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.783245, loss@max: 1.448569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.823330, loss@max: 1.342298, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.878719, loss@max: 1.242843, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.984046, loss@max: 1.156695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.072647, loss@max: 1.095096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.105798, loss@max: 1.077538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.030144, loss@max: 1.075347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.924006, loss@max: 1.186968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.849434, loss@max: 1.247145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.861772, loss@max: 1.277930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.805824, loss@max: 1.294415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.812786, loss@max: 1.303177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.800937, loss@max: 1.279452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.778795, loss@max: 1.257221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.797685, loss@max: 1.245023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.850975, loss@max: 1.176591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.960027, loss@max: 1.070354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.019835, loss@max: 1.068966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.934574, loss@max: 1.087902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.860369, loss@max: 1.174194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.818216, loss@max: 1.225217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.785934, loss@max: 1.282101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.783485, loss@max: 1.231012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.772631, loss@max: 1.217534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.828317, loss@max: 1.187363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.889987, loss@max: 1.146380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.906208, loss@max: 1.132317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.835959, loss@max: 1.184806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.867745, loss@max: 1.158993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.938344, loss@max: 1.118312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.866733, loss@max: 1.129718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.841066, loss@max: 1.151600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.866393, loss@max: 1.155578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.777221, loss@max: 1.221289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.809087, loss@max: 1.219996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.873867, loss@max: 1.143522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.808437, loss@max: 1.167829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.914687, loss@max: 1.111331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.854871, loss@max: 1.135247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.867011, loss@max: 1.172531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.854750, loss@max: 1.153722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.828129, loss@max: 1.168680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.840946, loss@max: 1.127638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.799007, loss@max: 1.168766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.801106, loss@max: 1.175391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.832356, loss@max: 1.124305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.831267, loss@max: 1.161775, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.846053, loss@max: 1.129902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.829127, loss@max: 1.122910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.854389, loss@max: 1.103000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.836339, loss@max: 1.121831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.836689, loss@max: 1.126676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.809143, loss@max: 1.163175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.842075, loss@max: 1.128143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.814062, loss@max: 1.144226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.842296, loss@max: 1.143375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.864208, loss@max: 1.114292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.793899, loss@max: 1.165808, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.853887, loss@max: 1.107973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.856661, loss@max: 1.114645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.822584, loss@max: 1.146057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.808530, loss@max: 1.162949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.864945, loss@max: 1.125664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.811700, loss@max: 1.163467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.784876, loss@max: 1.157118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.825241, loss@max: 1.134239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.847662, loss@max: 1.117621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.841818, loss@max: 1.126095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.829734, loss@max: 1.132901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.837653, loss@max: 1.112907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.855057, loss@max: 1.103418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.860886, loss@max: 1.103967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.797287, loss@max: 1.154038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.825184, loss@max: 1.118939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.797142, loss@max: 1.156292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.776308, loss@max: 1.159303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.816572, loss@max: 1.131793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.824934, loss@max: 1.122625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.819894, loss@max: 1.135466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.822706, loss@max: 1.120960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.831342, loss@max: 1.104219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.832367, loss@max: 1.105662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.828030, loss@max: 1.112258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.810650, loss@max: 1.118687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.812184, loss@max: 1.122039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.850157, loss@max: 1.091053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.827907, loss@max: 1.111623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.799212, loss@max: 1.145546, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.723380, LT: 0.810009, Top1S: 79.558464, Top1T: 78.604523Best acc: 79.558464 Train:epoch: 101, loss@min: 0.816219, loss@max: 1.119899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.724217, LT: 0.809779, Top1S: 79.585716, Top1T: 78.659035Best acc: 79.585716 Train:epoch: 102, loss@min: 0.839613, loss@max: 1.087864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.725786, LT: 0.808940, Top1S: 79.694740, Top1T: 78.631775Best acc: 79.694740 Train:epoch: 103, loss@min: 0.810630, loss@max: 1.123252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.727116, LT: 0.808036, Top1S: 79.694740, Top1T: 78.686287 Train:epoch: 104, loss@min: 0.829001, loss@max: 1.103838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.727361, LT: 0.807464, Top1S: 79.667480, Top1T: 78.631775 Train:epoch: 105, loss@min: 0.829908, loss@max: 1.110958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.726657, LT: 0.807260, Top1S: 79.585716, Top1T: 78.577271 Train:epoch: 106, loss@min: 0.798292, loss@max: 1.138892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.725168, LT: 0.807668, Top1S: 79.612968, Top1T: 78.550011 Train:epoch: 107, loss@min: 0.794939, loss@max: 1.125940, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.723834, LT: 0.808048, Top1S: 79.640228, Top1T: 78.604523 Train:epoch: 108, loss@min: 0.827889, loss@max: 1.099487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.722371, LT: 0.808575, Top1S: 79.749245, Top1T: 78.550011Best acc: 79.749245 Train:epoch: 109, loss@min: 0.810974, loss@max: 1.119145, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.721932, LT: 0.808163, Top1S: 79.694740, Top1T: 78.577271 Train:epoch: 110, loss@min: 0.890098, loss@max: 1.106045, Top1S acc: 100.000000, Top1T acc: 97.297310 Test:epoch: 110, LS: 0.719975, LT: 0.805308, Top1S: 79.721992, Top1T: 78.686287 Train:epoch: 111, loss@min: 0.809939, loss@max: 1.117141, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.718316, LT: 0.802853, Top1S: 79.776505, Top1T: 78.795311Best acc: 79.776505 Train:epoch: 112, loss@min: 0.808969, loss@max: 1.116482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.716994, LT: 0.800681, Top1S: 79.749245, Top1T: 78.822563 Train:epoch: 113, loss@min: 0.809628, loss@max: 1.113637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.716207, LT: 0.798756, Top1S: 79.721992, Top1T: 78.822563 Train:epoch: 114, loss@min: 0.799679, loss@max: 1.131090, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.715588, LT: 0.797286, Top1S: 79.667480, Top1T: 78.795311 Train:epoch: 115, loss@min: 0.829944, loss@max: 1.093231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.714903, LT: 0.796478, Top1S: 79.612968, Top1T: 78.795311 Train:epoch: 116, loss@min: 0.822511, loss@max: 1.097922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.714445, LT: 0.795649, Top1S: 79.585716, Top1T: 78.795311 Train:epoch: 117, loss@min: 0.830692, loss@max: 1.095426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.714187, LT: 0.794813, Top1S: 79.612968, Top1T: 78.795311 Train:epoch: 118, loss@min: 0.835194, loss@max: 1.086219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.713989, LT: 0.794056, Top1S: 79.612968, Top1T: 78.768051 Train:epoch: 119, loss@min: 0.825348, loss@max: 1.090493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.713800, LT: 0.793488, Top1S: 79.640228, Top1T: 78.795311 Train:epoch: 120, loss@min: 0.801657, loss@max: 1.116432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.713514, LT: 0.793199, Top1S: 79.612968, Top1T: 78.822563 Train:epoch: 121, loss@min: 0.822605, loss@max: 1.104091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.713247, LT: 0.792970, Top1S: 79.585716, Top1T: 78.877075 Train:epoch: 122, loss@min: 0.810851, loss@max: 1.111863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.712688, LT: 0.792964, Top1S: 79.585716, Top1T: 78.822563 Train:epoch: 123, loss@min: 0.823265, loss@max: 1.097140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.712237, LT: 0.792900, Top1S: 79.585716, Top1T: 78.822563 Train:epoch: 124, loss@min: 0.827830, loss@max: 1.092451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.711873, LT: 0.792807, Top1S: 79.640228, Top1T: 78.795311 Train:epoch: 125, loss@min: 0.821092, loss@max: 1.099266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.711360, LT: 0.792779, Top1S: 79.640228, Top1T: 78.740799 Train:epoch: 126, loss@min: 0.797916, loss@max: 1.119453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.710719, LT: 0.792876, Top1S: 79.640228, Top1T: 78.740799 Train:epoch: 127, loss@min: 0.801243, loss@max: 1.116974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.710265, LT: 0.792886, Top1S: 79.667480, Top1T: 78.740799 Train:epoch: 128, loss@min: 0.806389, loss@max: 1.115130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.709832, LT: 0.792876, Top1S: 79.640228, Top1T: 78.713547 Train:epoch: 129, loss@min: 0.804588, loss@max: 1.114565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.709310, LT: 0.792958, Top1S: 79.667480, Top1T: 78.686287 Train:epoch: 130, loss@min: 0.831772, loss@max: 1.088829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.708942, LT: 0.792935, Top1S: 79.694740, Top1T: 78.659035 Train:epoch: 131, loss@min: 0.800610, loss@max: 1.123466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.708793, LT: 0.792803, Top1S: 79.694740, Top1T: 78.659035 Train:epoch: 132, loss@min: 0.801536, loss@max: 1.115763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.708798, LT: 0.792569, Top1S: 79.694740, Top1T: 78.659035 Train:epoch: 133, loss@min: 0.817819, loss@max: 1.101088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.708859, LT: 0.792388, Top1S: 79.694740, Top1T: 78.686287 Train:epoch: 134, loss@min: 0.839015, loss@max: 1.086083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.708985, LT: 0.792199, Top1S: 79.694740, Top1T: 78.686287 Train:epoch: 135, loss@min: 0.820633, loss@max: 1.097045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.709042, LT: 0.792083, Top1S: 79.694740, Top1T: 78.686287 Train:epoch: 136, loss@min: 0.830273, loss@max: 1.094221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.709099, LT: 0.791932, Top1S: 79.694740, Top1T: 78.740799 Train:epoch: 137, loss@min: 0.809261, loss@max: 1.109739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.709097, LT: 0.791843, Top1S: 79.694740, Top1T: 78.740799 Train:epoch: 138, loss@min: 0.809655, loss@max: 1.110831, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.709107, LT: 0.791796, Top1S: 79.694740, Top1T: 78.713547 Train:epoch: 139, loss@min: 0.810744, loss@max: 1.109829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.709064, LT: 0.791792, Top1S: 79.694740, Top1T: 78.740799 Train:epoch: 140, loss@min: 0.823560, loss@max: 1.094088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.709039, LT: 0.791784, Top1S: 79.694740, Top1T: 78.740799 Train:epoch: 141, loss@min: 0.802169, loss@max: 1.115177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.709055, LT: 0.791757, Top1S: 79.694740, Top1T: 78.768051 Train:epoch: 142, loss@min: 0.821702, loss@max: 1.100255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.709067, LT: 0.791733, Top1S: 79.694740, Top1T: 78.768051 Train:epoch: 143, loss@min: 0.787134, loss@max: 1.132155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.709073, LT: 0.791725, Top1S: 79.694740, Top1T: 78.768051 Train:epoch: 144, loss@min: 0.790085, loss@max: 1.129640, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_pets", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sun Aug 13 11:54:33 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.482824, loss@max: 1.140963, Top1S acc: 100.000000, Top1T acc: 81.081093 Train:epoch: 2, loss@min: 1.577013, loss@max: 1.066211, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 3, loss@min: 1.350595, loss@max: 1.137648, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 4, loss@min: 1.167101, loss@max: 1.187888, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 5, loss@min: 1.506230, loss@max: 1.351893, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 6, loss@min: 1.131719, loss@max: 1.313264, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 7, loss@min: 0.911703, loss@max: 1.284723, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 8, loss@min: 0.898797, loss@max: 1.295654, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 9, loss@min: 0.751279, loss@max: 1.261394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.760677, loss@max: 1.247174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.742127, loss@max: 1.231535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.765112, loss@max: 1.209628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.835502, loss@max: 1.198820, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 14, loss@min: 0.810494, loss@max: 1.161537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.892901, loss@max: 1.151229, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 16, loss@min: 0.822333, loss@max: 1.114521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.836335, loss@max: 1.094768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.902697, loss@max: 1.097804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.860586, loss@max: 1.067029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.904435, loss@max: 1.086630, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 21, loss@min: 0.855679, loss@max: 1.070834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.879234, loss@max: 1.076350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.972956, loss@max: 1.111710, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 24, loss@min: 0.833540, loss@max: 1.094866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.856623, loss@max: 1.096619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.840234, loss@max: 1.101840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.821728, loss@max: 1.109161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.813016, loss@max: 1.107844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.804347, loss@max: 1.111459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.811342, loss@max: 1.107253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.813786, loss@max: 1.107516, Top1S acc: 100.000000, Top1T acc: 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0.814321, loss@max: 1.100734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.885286, loss@max: 1.115154, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 63, loss@min: 0.820177, loss@max: 1.102390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.815947, loss@max: 1.107236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.817640, loss@max: 1.099651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.814570, loss@max: 1.100677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.806501, loss@max: 1.106180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.808181, loss@max: 1.103634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.811200, loss@max: 1.100032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.810795, loss@max: 1.101099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.822375, loss@max: 1.103269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.810111, loss@max: 1.101670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.820214, loss@max: 1.093201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.814297, loss@max: 1.098029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.810931, loss@max: 1.100629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.813012, loss@max: 1.098760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.814968, loss@max: 1.096087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.819282, loss@max: 1.098881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.815507, loss@max: 1.096407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.814508, loss@max: 1.096615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.816574, loss@max: 1.096993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.813540, loss@max: 1.098600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.813182, loss@max: 1.099666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.815961, loss@max: 1.096693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.811558, loss@max: 1.100471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.827869, loss@max: 1.102746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.813173, loss@max: 1.100759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.808928, loss@max: 1.102442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.810623, loss@max: 1.101191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.807476, loss@max: 1.103765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.810541, loss@max: 1.101967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.818603, loss@max: 1.096709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.816619, loss@max: 1.097178, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.826106, loss@max: 1.100486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.812126, loss@max: 1.100776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.811950, loss@max: 1.101052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.814976, loss@max: 1.095870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.810736, loss@max: 1.100842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.813509, loss@max: 1.102405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.812357, loss@max: 1.103252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.654152, LT: 0.670564, Top1S: 82.011444, Top1T: 81.984192Best acc: 82.011444 Train:epoch: 101, loss@min: 0.808765, loss@max: 1.103365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.653610, LT: 0.670062, Top1S: 82.011444, Top1T: 81.984192 Train:epoch: 102, loss@min: 0.812252, loss@max: 1.099094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.653112, LT: 0.669691, Top1S: 82.011444, Top1T: 81.984192 Train:epoch: 103, loss@min: 0.812174, loss@max: 1.098729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.652648, LT: 0.669439, Top1S: 82.011444, Top1T: 81.929680 Train:epoch: 104, loss@min: 0.811925, loss@max: 1.100417, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.652345, LT: 0.669281, Top1S: 81.984192, Top1T: 81.929680 Train:epoch: 105, loss@min: 0.812310, loss@max: 1.098543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.652140, LT: 0.669177, Top1S: 82.038704, Top1T: 81.902420Best acc: 82.038704 Train:epoch: 106, loss@min: 0.811741, loss@max: 1.099815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.652060, LT: 0.669118, Top1S: 81.984192, Top1T: 81.929680 Train:epoch: 107, loss@min: 0.814551, loss@max: 1.096890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.652129, LT: 0.669135, Top1S: 81.984192, Top1T: 81.902420 Train:epoch: 108, loss@min: 0.812699, loss@max: 1.098064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.652160, LT: 0.669155, Top1S: 81.956932, Top1T: 81.875168 Train:epoch: 109, loss@min: 0.808990, loss@max: 1.102818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.652176, LT: 0.669131, Top1S: 81.929680, Top1T: 81.875168 Train:epoch: 110, loss@min: 0.850484, loss@max: 1.107052, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.651473, LT: 0.668358, Top1S: 81.956932, Top1T: 81.875168 Train:epoch: 111, loss@min: 0.814615, loss@max: 1.097019, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.650863, LT: 0.667719, Top1S: 81.929680, Top1T: 81.875168 Train:epoch: 112, loss@min: 0.812835, loss@max: 1.097698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.650360, LT: 0.667172, Top1S: 81.956932, Top1T: 81.875168 Train:epoch: 113, loss@min: 0.810210, loss@max: 1.101091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.649998, LT: 0.666690, Top1S: 81.984192, Top1T: 81.820656 Train:epoch: 114, loss@min: 0.821266, loss@max: 1.099860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.649647, LT: 0.666196, Top1S: 81.956932, Top1T: 81.766144 Train:epoch: 115, loss@min: 0.813977, loss@max: 1.097837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.649387, LT: 0.665743, Top1S: 82.011444, Top1T: 81.738892 Train:epoch: 116, loss@min: 0.809534, loss@max: 1.102176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.649178, LT: 0.665326, Top1S: 82.011444, Top1T: 81.766144 Train:epoch: 117, loss@min: 0.813519, loss@max: 1.097466, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.648975, LT: 0.664984, Top1S: 82.038704, Top1T: 81.766144 Train:epoch: 118, loss@min: 0.812731, loss@max: 1.097761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.648791, LT: 0.664720, Top1S: 82.093208, Top1T: 81.766144Best acc: 82.093208 Train:epoch: 119, loss@min: 0.813030, loss@max: 1.097895, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.648618, LT: 0.664494, Top1S: 82.065956, Top1T: 81.766144 Train:epoch: 120, loss@min: 0.809114, loss@max: 1.101729, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.648438, LT: 0.664313, Top1S: 82.093208, Top1T: 81.738892 Train:epoch: 121, loss@min: 0.811255, loss@max: 1.099298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.648270, LT: 0.664181, Top1S: 82.093208, Top1T: 81.766144 Train:epoch: 122, loss@min: 0.810423, loss@max: 1.100493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.648130, LT: 0.664087, Top1S: 82.093208, Top1T: 81.766144 Train:epoch: 123, loss@min: 0.813402, loss@max: 1.097069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.648006, LT: 0.664012, Top1S: 82.120468, Top1T: 81.766144Best acc: 82.120468 Train:epoch: 124, loss@min: 0.810231, loss@max: 1.100833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.647918, LT: 0.663990, Top1S: 82.120468, Top1T: 81.711639 Train:epoch: 125, loss@min: 0.812346, loss@max: 1.099711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.647820, LT: 0.663973, Top1S: 82.120468, Top1T: 81.738892 Train:epoch: 126, loss@min: 0.810116, loss@max: 1.100795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.647718, LT: 0.663970, Top1S: 82.120468, Top1T: 81.766144 Train:epoch: 127, loss@min: 0.814288, loss@max: 1.096773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.647624, LT: 0.663979, Top1S: 82.120468, Top1T: 81.766144 Train:epoch: 128, loss@min: 0.811645, loss@max: 1.099615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.647529, LT: 0.663995, Top1S: 82.120468, Top1T: 81.766144 Train:epoch: 129, loss@min: 0.811768, loss@max: 1.098698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.647448, LT: 0.664015, Top1S: 82.120468, Top1T: 81.766144 Train:epoch: 130, loss@min: 0.815438, loss@max: 1.096550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.647367, LT: 0.664025, Top1S: 82.093208, Top1T: 81.766144 Train:epoch: 131, loss@min: 0.837173, loss@max: 1.108012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.647181, LT: 0.663892, Top1S: 82.093208, Top1T: 81.766144 Train:epoch: 132, loss@min: 0.815426, loss@max: 1.095240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.647043, LT: 0.663775, Top1S: 82.120468, Top1T: 81.766144 Train:epoch: 133, loss@min: 0.815307, loss@max: 1.096579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.646940, LT: 0.663681, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 134, loss@min: 0.812991, loss@max: 1.098667, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.646852, LT: 0.663597, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 135, loss@min: 0.814505, loss@max: 1.096147, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.646785, LT: 0.663532, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 136, loss@min: 0.830093, loss@max: 1.103235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.646705, LT: 0.663443, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 137, loss@min: 0.811699, loss@max: 1.098915, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.646650, LT: 0.663371, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 138, loss@min: 0.813748, loss@max: 1.096897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.646605, LT: 0.663319, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 139, loss@min: 0.812426, loss@max: 1.098738, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.646566, LT: 0.663276, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 140, loss@min: 0.814258, loss@max: 1.096383, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.646540, LT: 0.663242, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 141, loss@min: 0.817286, loss@max: 1.094612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.646524, LT: 0.663215, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 142, loss@min: 0.812433, loss@max: 1.099034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.646513, LT: 0.663196, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 143, loss@min: 0.813794, loss@max: 1.096984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.646506, LT: 0.663182, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 144, loss@min: 0.813427, loss@max: 1.098464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.646500, LT: 0.663173, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 145, loss@min: 0.813418, loss@max: 1.098432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.646498, LT: 0.663166, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 146, loss@min: 0.817141, loss@max: 1.096279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.646498, LT: 0.663162, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 147, loss@min: 0.813722, loss@max: 1.096948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.646498, LT: 0.663160, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 148, loss@min: 0.810852, loss@max: 1.100220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.646498, LT: 0.663160, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 149, loss@min: 0.813632, loss@max: 1.099399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.646498, LT: 0.663160, Top1S: 82.120468, Top1T: 81.793404 Train:epoch: 150, loss@min: 0.814192, loss@max: 1.098544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.646498, LT: 0.663160, Top1S: 82.120468, Top1T: 81.793404 ------------------------------------------- Sun Aug 13 12:34:50 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_pets", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sun Aug 13 17:30:33 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.443878, loss@max: 0.848740, Top1S acc: 100.000000, Top1T acc: 81.081093 Train:epoch: 2, loss@min: 1.503975, loss@max: 1.014525, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 3, loss@min: 1.267608, loss@max: 1.155382, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 4, loss@min: 1.094195, loss@max: 1.243257, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 5, loss@min: 1.440052, loss@max: 1.319921, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 6, loss@min: 1.095505, loss@max: 1.354789, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 7, loss@min: 0.894087, loss@max: 1.375665, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 8, loss@min: 0.904085, loss@max: 1.380370, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 9, loss@min: 0.779187, loss@max: 1.375076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.801054, loss@max: 1.365825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.805710, loss@max: 1.333452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.851624, loss@max: 1.303823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.924006, loss@max: 1.272161, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 14, loss@min: 0.912029, loss@max: 1.251722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.000588, loss@max: 1.225382, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 16, loss@min: 0.926996, loss@max: 1.217871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.948894, loss@max: 1.198574, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.018893, loss@max: 1.202843, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.979132, loss@max: 1.185512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.032935, loss@max: 1.214695, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 21, loss@min: 0.975751, loss@max: 1.209987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.992045, loss@max: 1.231031, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.065667, loss@max: 1.249272, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 24, loss@min: 0.939881, loss@max: 1.266996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.956237, loss@max: 1.272611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.950837, loss@max: 1.278395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.923193, loss@max: 1.299168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.915783, loss@max: 1.303663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.905178, loss@max: 1.314496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.918555, loss@max: 1.311863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.919407, loss@max: 1.320975, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.918145, loss@max: 1.316638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.906094, loss@max: 1.335519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.920428, loss@max: 1.325976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.958985, loss@max: 1.329355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.927777, loss@max: 1.320690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.931868, loss@max: 1.327626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.949873, loss@max: 1.324585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.926731, loss@max: 1.339471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.932195, loss@max: 1.330832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.936434, loss@max: 1.326566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.960252, loss@max: 1.338705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.944320, loss@max: 1.326300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.946248, loss@max: 1.326680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.943813, loss@max: 1.328516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.956821, loss@max: 1.321943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.945969, loss@max: 1.330113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.953497, loss@max: 1.326856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945363, loss@max: 1.337590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.941053, loss@max: 1.343498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.940556, loss@max: 1.348936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.939577, loss@max: 1.344313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.942662, loss@max: 1.342671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.945479, loss@max: 1.342425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.946102, loss@max: 1.341661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.934955, loss@max: 1.357546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.942870, loss@max: 1.353788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.940981, loss@max: 1.355491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.938919, loss@max: 1.354432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.943271, loss@max: 1.359262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.939096, loss@max: 1.357113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.982824, loss@max: 1.373985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.944885, loss@max: 1.362710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949906, loss@max: 1.358370, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.951453, loss@max: 1.351547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.946960, loss@max: 1.352708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.940822, loss@max: 1.357125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.944237, loss@max: 1.351594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.948169, loss@max: 1.348518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.949207, loss@max: 1.348813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.954390, loss@max: 1.361348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.945713, loss@max: 1.351829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.944925, loss@max: 1.355166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.946492, loss@max: 1.352940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.948342, loss@max: 1.350986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.938683, loss@max: 1.361629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.942196, loss@max: 1.357402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.947566, loss@max: 1.358816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.942902, loss@max: 1.358418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.944608, loss@max: 1.353997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.945883, loss@max: 1.357204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.948142, loss@max: 1.353884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.946065, loss@max: 1.355918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.950984, loss@max: 1.352611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.940694, loss@max: 1.362023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.953594, loss@max: 1.365222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.945102, loss@max: 1.358480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.938430, loss@max: 1.362346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.944131, loss@max: 1.357976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.942495, loss@max: 1.359251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.941995, loss@max: 1.360961, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.952212, loss@max: 1.355473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.948061, loss@max: 1.354460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.955057, loss@max: 1.356537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.948862, loss@max: 1.354501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.947231, loss@max: 1.356819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.949591, loss@max: 1.351848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.945742, loss@max: 1.356176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.945097, loss@max: 1.361611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.940540, loss@max: 1.365155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.631132, LT: 0.662925, Top1S: 82.583809, Top1T: 81.956932Best acc: 82.583809 Train:epoch: 101, loss@min: 0.942061, loss@max: 1.360600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.630817, LT: 0.662797, Top1S: 82.611061, Top1T: 81.984192Best acc: 82.611061 Train:epoch: 102, loss@min: 0.942629, loss@max: 1.359206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.630554, LT: 0.662720, Top1S: 82.583809, Top1T: 82.011444 Train:epoch: 103, loss@min: 0.940829, loss@max: 1.360050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.630370, LT: 0.662708, Top1S: 82.638321, Top1T: 82.011444Best acc: 82.638321 Train:epoch: 104, loss@min: 0.942561, loss@max: 1.361117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.630256, LT: 0.662829, Top1S: 82.665573, Top1T: 82.011444Best acc: 82.665573 Train:epoch: 105, loss@min: 0.945174, loss@max: 1.356072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.630264, LT: 0.662988, Top1S: 82.638321, Top1T: 82.038704 Train:epoch: 106, loss@min: 0.939512, loss@max: 1.362398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.630323, LT: 0.663221, Top1S: 82.638321, Top1T: 82.065956 Train:epoch: 107, loss@min: 0.949403, loss@max: 1.352243, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sun Aug 13 17:37:43 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.175112, loss@max: 0.792739, Top1S acc: 100.000000, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 5.051379, loss@max: 0.907120, Top1S acc: 100.000000, Top1T acc: 46.808510 Train:epoch: 3, loss@min: 4.438612, loss@max: 1.013465, Top1S acc: 100.000000, Top1T acc: 48.936169 Train:epoch: 4, loss@min: 3.607599, loss@max: 1.138365, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 5, loss@min: 3.226505, loss@max: 1.246430, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 6, loss@min: 2.634842, loss@max: 1.362704, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 7, loss@min: 2.282841, loss@max: 1.442407, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 8, loss@min: 1.928326, loss@max: 1.524500, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 9, loss@min: 1.716559, loss@max: 1.568589, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 10, loss@min: 1.492800, loss@max: 1.634276, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 1.230531, loss@max: 1.673707, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 12, loss@min: 1.202224, loss@max: 1.696576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.047232, loss@max: 1.701297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.003772, loss@max: 1.690904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.931749, loss@max: 1.667099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.868699, loss@max: 1.643020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.875141, loss@max: 1.610618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.869935, loss@max: 1.576192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.878604, loss@max: 1.519377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.905895, loss@max: 1.481662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.920331, loss@max: 1.458609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.930507, loss@max: 1.403129, Top1S acc: 100.000000, Top1T acc: 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0.943124, loss@max: 1.361431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.939035, loss@max: 1.362082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.939984, loss@max: 1.363874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.938340, loss@max: 1.372417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.934426, loss@max: 1.368960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.934547, loss@max: 1.377985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.933583, loss@max: 1.372938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.944679, loss@max: 1.363397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.947593, loss@max: 1.360437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.944413, loss@max: 1.363368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954416, loss@max: 1.353310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.943248, loss@max: 1.368541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.953734, loss@max: 1.356637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.949976, loss@max: 1.358846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.946383, loss@max: 1.367364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.951796, loss@max: 1.359830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.952131, loss@max: 1.362638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.949623, loss@max: 1.358761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.948768, loss@max: 1.360830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.949800, loss@max: 1.360186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.952910, loss@max: 1.360343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.942310, loss@max: 1.368592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.947627, loss@max: 1.362851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.953906, loss@max: 1.359250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.958054, loss@max: 1.358008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.959177, loss@max: 1.359377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.958181, loss@max: 1.353350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.956726, loss@max: 1.356409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.959516, loss@max: 1.350302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.953860, loss@max: 1.358070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.954755, loss@max: 1.358252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.954706, loss@max: 1.360628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.949562, loss@max: 1.360560, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.946652, loss@max: 1.366525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.944917, loss@max: 1.371210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.947513, loss@max: 1.365278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.954695, loss@max: 1.361164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.950775, loss@max: 1.362809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.950149, loss@max: 1.362730, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.950592, loss@max: 1.367483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.955166, loss@max: 1.360137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.949452, loss@max: 1.363910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.953816, loss@max: 1.358712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.954732, loss@max: 1.358378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.948200, loss@max: 1.363933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.953703, loss@max: 1.360867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.952808, loss@max: 1.360077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.952249, loss@max: 1.360561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.953454, loss@max: 1.360656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.984011, LT: 2.001836, Top1S: 50.768322, Top1T: 51.004726Best acc: 51.004726 Train:epoch: 101, loss@min: 0.949783, loss@max: 1.362226, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.984355, LT: 2.002062, Top1S: 50.768322, Top1T: 51.004726 Train:epoch: 102, loss@min: 0.946781, loss@max: 1.364504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.984751, LT: 2.002231, Top1S: 50.827423, Top1T: 51.004726 Train:epoch: 103, loss@min: 0.952598, loss@max: 1.360761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.985122, LT: 2.002381, Top1S: 50.827423, Top1T: 50.945625 Train:epoch: 104, loss@min: 0.952493, loss@max: 1.360223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.985420, LT: 2.002551, Top1S: 50.827423, Top1T: 50.945625 Train:epoch: 105, loss@min: 0.947086, loss@max: 1.365854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.985629, LT: 2.002727, Top1S: 50.827423, Top1T: 50.945625 Train:epoch: 106, loss@min: 0.944239, loss@max: 1.368140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.985759, LT: 2.002940, Top1S: 50.827423, Top1T: 50.945625 Train:epoch: 107, loss@min: 0.951139, loss@max: 1.364735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.985852, LT: 2.003182, Top1S: 50.827423, Top1T: 50.945625 Train:epoch: 108, loss@min: 0.951067, loss@max: 1.363672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.985889, LT: 2.003474, Top1S: 50.827423, Top1T: 50.945625 Train:epoch: 109, loss@min: 0.946641, loss@max: 1.368386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.985887, LT: 2.003770, Top1S: 50.827423, Top1T: 50.945625 Train:epoch: 110, loss@min: 0.949885, loss@max: 1.366555, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 17:43:09 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.175112, loss@max: 0.792739, Top1S acc: 100.000000, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 5.051379, loss@max: 0.907120, Top1S acc: 100.000000, Top1T acc: 46.808510 Train:epoch: 3, loss@min: 4.438611, loss@max: 1.013465, Top1S acc: 100.000000, Top1T acc: 48.936169 Train:epoch: 4, loss@min: 3.607598, loss@max: 1.138365, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 5, loss@min: 3.226506, loss@max: 1.246430, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 6, loss@min: 2.634841, loss@max: 1.362704, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 7, loss@min: 2.282843, loss@max: 1.442407, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 8, loss@min: 1.928326, loss@max: 1.524500, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 9, loss@min: 1.716561, loss@max: 1.568589, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 10, loss@min: 1.492800, loss@max: 1.634276, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 1.230531, loss@max: 1.673707, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 12, loss@min: 1.202224, loss@max: 1.696576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.047231, loss@max: 1.701297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.003772, loss@max: 1.690904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.931750, loss@max: 1.667100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.868700, loss@max: 1.643020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.875142, loss@max: 1.610618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.869934, loss@max: 1.576192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.878604, loss@max: 1.519377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.905895, loss@max: 1.481663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.920331, loss@max: 1.458609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.930508, loss@max: 1.403129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.940884, loss@max: 1.385331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.976403, loss@max: 1.361317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.969270, loss@max: 1.356799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.970844, loss@max: 1.324909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.993011, loss@max: 1.323008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.990399, loss@max: 1.318580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.978941, loss@max: 1.318627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.980254, loss@max: 1.306483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.995272, loss@max: 1.317704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.997706, loss@max: 1.314642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.969332, loss@max: 1.313622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.988400, loss@max: 1.305620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.980303, loss@max: 1.305430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.991034, loss@max: 1.306611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.984923, loss@max: 1.308688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.003568, loss@max: 1.295152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.017601, loss@max: 1.313157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.981829, loss@max: 1.310691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.981532, loss@max: 1.319460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.971025, loss@max: 1.321787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.969339, loss@max: 1.330447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.966251, loss@max: 1.326898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.964435, loss@max: 1.332011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.946428, loss@max: 1.352530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.944175, loss@max: 1.351223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.937423, loss@max: 1.355784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.938035, loss@max: 1.361908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.945124, loss@max: 1.354753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.938224, loss@max: 1.365651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.943123, loss@max: 1.361433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.939034, loss@max: 1.362082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.939985, loss@max: 1.363874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.938341, loss@max: 1.372416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.934426, loss@max: 1.368960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.934548, loss@max: 1.377983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.933583, loss@max: 1.372938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.944679, loss@max: 1.363397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.947594, loss@max: 1.360435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.944414, loss@max: 1.363367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954417, loss@max: 1.353309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.943248, loss@max: 1.368542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.953733, loss@max: 1.356637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.949976, loss@max: 1.358845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.946382, loss@max: 1.367364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.951796, loss@max: 1.359831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.952129, loss@max: 1.362639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.949624, loss@max: 1.358760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.948768, loss@max: 1.360830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.949799, loss@max: 1.360186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.952909, loss@max: 1.360344, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.942311, loss@max: 1.368591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.947628, loss@max: 1.362850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.953906, loss@max: 1.359250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.958055, loss@max: 1.358007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.959176, loss@max: 1.359378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.958180, loss@max: 1.353351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.956726, loss@max: 1.356409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.959516, loss@max: 1.350302, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.974914, LT: 1.992240, Top1S: 50.827423, Top1T: 50.827423Best acc: 50.827423 Train:epoch: 81, loss@min: 0.962371, loss@max: 1.352633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.975764, LT: 1.992752, Top1S: 50.945625, Top1T: 50.768322Best acc: 50.945625 Train:epoch: 82, loss@min: 0.953465, loss@max: 1.359799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.976626, LT: 1.993249, Top1S: 50.945625, Top1T: 50.827423 Train:epoch: 83, loss@min: 0.945879, loss@max: 1.366082, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.977324, LT: 1.993905, Top1S: 50.886524, Top1T: 50.827423 Train:epoch: 84, loss@min: 0.981597, loss@max: 1.376104, Top1S acc: 100.000000, Top1T acc: 97.872337 Test:epoch: 84, LS: 1.977444, LT: 1.993968, Top1S: 50.886524, Top1T: 50.827423 Train:epoch: 85, loss@min: 0.950979, loss@max: 1.363730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.977570, LT: 1.994235, Top1S: 50.827423, Top1T: 50.827423 Train:epoch: 86, loss@min: 0.947320, loss@max: 1.363621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.977574, LT: 1.994645, Top1S: 50.709221, Top1T: 50.768322 Train:epoch: 87, loss@min: 0.953583, loss@max: 1.371133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.977863, LT: 1.995293, Top1S: 50.768322, Top1T: 50.768322 Train:epoch: 88, loss@min: 0.950377, loss@max: 1.362624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.978198, LT: 1.995906, Top1S: 50.709221, Top1T: 50.650120 Train:epoch: 89, loss@min: 0.950096, loss@max: 1.363810, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.978626, LT: 1.996471, Top1S: 50.768322, Top1T: 50.709221 Train:epoch: 90, loss@min: 0.949313, loss@max: 1.363033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.979170, LT: 1.996899, Top1S: 50.768322, Top1T: 50.768322 Train:epoch: 91, loss@min: 0.953252, loss@max: 1.358933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.979690, LT: 1.997304, Top1S: 50.709221, Top1T: 50.827423 Train:epoch: 92, loss@min: 0.963320, loss@max: 1.367231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.980153, LT: 1.997667, Top1S: 50.945625, Top1T: 50.827423 Train:epoch: 93, loss@min: 0.956881, loss@max: 1.357259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.980549, LT: 1.998057, Top1S: 51.063831, Top1T: 50.768322Best acc: 51.063831 Train:epoch: 94, loss@min: 0.950501, loss@max: 1.363989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.980954, LT: 1.998464, Top1S: 51.063831, Top1T: 50.768322 Train:epoch: 95, loss@min: 0.950104, loss@max: 1.364212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.981296, LT: 1.998921, Top1S: 51.063831, Top1T: 50.768322 Train:epoch: 96, loss@min: 0.946556, loss@max: 1.371472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.981750, LT: 1.999431, Top1S: 51.004726, Top1T: 50.827423 Train:epoch: 97, loss@min: 0.951261, loss@max: 1.362599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.982177, LT: 1.999886, Top1S: 50.945625, Top1T: 50.827423 Train:epoch: 98, loss@min: 0.949951, loss@max: 1.364153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.982612, LT: 2.000290, Top1S: 51.004726, Top1T: 50.768322 Train:epoch: 99, loss@min: 0.953562, loss@max: 1.361261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.983097, LT: 2.000565, Top1S: 51.063831, Top1T: 50.768322 Train:epoch: 100, loss@min: 0.949424, loss@max: 1.363982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.983681, LT: 2.000776, Top1S: 51.063831, Top1T: 50.768322 Train:epoch: 101, loss@min: 0.951487, loss@max: 1.360852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.984202, LT: 2.000978, Top1S: 51.122932, Top1T: 50.768322Best acc: 51.122932 Train:epoch: 102, loss@min: 0.946761, loss@max: 1.369298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.984709, LT: 2.001170, Top1S: 51.182034, Top1T: 50.768322Best acc: 51.182034 Train:epoch: 103, loss@min: 0.952943, loss@max: 1.360904, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sun Aug 13 17:53:50 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.491082, loss@max: 0.841887, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.808517, loss@max: 1.017255, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.405727, loss@max: 1.183996, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.302076, loss@max: 1.305276, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.275181, loss@max: 1.379154, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 1.899827, loss@max: 1.444648, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.773206, loss@max: 1.478870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.407335, loss@max: 1.502781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.217416, loss@max: 1.529193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.198617, loss@max: 1.535887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.150149, loss@max: 1.507110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.108180, loss@max: 1.468714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.150104, loss@max: 1.453908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.187034, loss@max: 1.433920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.070758, loss@max: 1.424056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.096541, loss@max: 1.405754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.050134, loss@max: 1.361515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.082840, loss@max: 1.347423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.073586, loss@max: 1.308554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.009949, loss@max: 1.288295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.146579, loss@max: 1.283388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.094228, loss@max: 1.229618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.071154, loss@max: 1.246136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.119377, loss@max: 1.242711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.046792, loss@max: 1.262507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.984139, loss@max: 1.276201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.007609, loss@max: 1.328034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.937324, loss@max: 1.344957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.941729, loss@max: 1.353815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.929824, loss@max: 1.361395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.922079, loss@max: 1.364540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.028234, loss@max: 1.364400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.929160, loss@max: 1.373093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.935734, loss@max: 1.353118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.961913, loss@max: 1.356397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.960572, loss@max: 1.355006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.977484, loss@max: 1.355935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.926254, loss@max: 1.356578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.976902, loss@max: 1.354414, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.961657, loss@max: 1.372390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.937254, loss@max: 1.350858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.956165, loss@max: 1.349676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.999874, loss@max: 1.353384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.965309, loss@max: 1.363630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.945852, loss@max: 1.354890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.990367, loss@max: 1.371953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.960608, loss@max: 1.365082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.938522, loss@max: 1.392694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.973326, loss@max: 1.354235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.964308, loss@max: 1.342583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.958259, loss@max: 1.341907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.965716, loss@max: 1.346430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.963850, loss@max: 1.343871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.966565, loss@max: 1.336198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.969557, loss@max: 1.343112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.958717, loss@max: 1.373350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.950461, loss@max: 1.365263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.950524, loss@max: 1.366168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.964578, loss@max: 1.388894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.941542, loss@max: 1.378935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.934236, loss@max: 1.382638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.955094, loss@max: 1.381938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.955831, loss@max: 1.354566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.963275, loss@max: 1.344122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.955681, loss@max: 1.357450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.959550, loss@max: 1.352765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.958251, loss@max: 1.384225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.952356, loss@max: 1.363093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.950601, loss@max: 1.364443, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.972175, loss@max: 1.356024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.971114, loss@max: 1.343726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.959090, loss@max: 1.359110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.951452, loss@max: 1.361187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.947285, loss@max: 1.366025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.949778, loss@max: 1.368311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.947689, loss@max: 1.392600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.961583, loss@max: 1.354983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.950922, loss@max: 1.360127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.964284, loss@max: 1.356644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.954144, loss@max: 1.363745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.947204, loss@max: 1.375288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.954910, loss@max: 1.353898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.948682, loss@max: 1.369484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.943245, loss@max: 1.374825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.946079, loss@max: 1.368223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.942511, loss@max: 1.376631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.967777, loss@max: 1.355535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.953573, loss@max: 1.363378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.955885, loss@max: 1.358333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.955298, loss@max: 1.367734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.962816, loss@max: 1.361384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.948820, loss@max: 1.364753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.967094, loss@max: 1.369933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.947870, loss@max: 1.363261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.947635, loss@max: 1.366071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.950640, loss@max: 1.360340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.965061, loss@max: 1.349504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.958848, loss@max: 1.359205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.945562, loss@max: 1.373376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.954156, loss@max: 1.364497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.883670, LT: 1.862078, Top1S: 54.666668, Top1T: 55.000000Best acc: 55.000000 Train:epoch: 101, loss@min: 0.956094, loss@max: 1.374804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.884547, LT: 1.861551, Top1S: 54.617283, Top1T: 55.012344Best acc: 55.012344 Train:epoch: 102, loss@min: 0.940787, loss@max: 1.372148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.886540, LT: 1.860392, Top1S: 54.654320, Top1T: 54.987656 Train:epoch: 103, loss@min: 0.958058, loss@max: 1.368795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.888534, LT: 1.857200, Top1S: 54.592594, Top1T: 55.049381Best acc: 55.049381 Train:epoch: 104, loss@min: 0.963569, loss@max: 1.352542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.890318, LT: 1.855022, Top1S: 54.629631, Top1T: 55.086418Best acc: 55.086418 Train:epoch: 105, loss@min: 0.954265, loss@max: 1.365249, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.892617, LT: 1.853785, Top1S: 54.641975, Top1T: 55.098766Best acc: 55.098766 Train:epoch: 106, loss@min: 0.959072, loss@max: 1.365610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.894740, LT: 1.853109, Top1S: 54.629631, Top1T: 55.111111Best acc: 55.111111 Train:epoch: 107, loss@min: 0.954972, loss@max: 1.362097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.895928, LT: 1.852599, Top1S: 54.629631, Top1T: 55.135803Best acc: 55.135803 Train:epoch: 108, loss@min: 0.951071, loss@max: 1.368197, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.896529, LT: 1.852214, Top1S: 54.604939, Top1T: 55.148148Best acc: 55.148148 Train:epoch: 109, loss@min: 0.958668, loss@max: 1.355270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.895836, LT: 1.852308, Top1S: 54.641975, Top1T: 55.111111 Train:epoch: 110, loss@min: 0.960834, loss@max: 1.357797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.894188, LT: 1.852643, Top1S: 54.641975, Top1T: 55.160492Best acc: 55.160492 Train:epoch: 111, loss@min: 0.957270, loss@max: 1.356791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.891798, LT: 1.853014, Top1S: 54.641975, Top1T: 55.160492 Train:epoch: 112, loss@min: 0.953313, loss@max: 1.359826, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.889615, LT: 1.853321, Top1S: 54.679012, Top1T: 55.160492 Train:epoch: 113, loss@min: 0.953860, loss@max: 1.362469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.887902, LT: 1.853679, Top1S: 54.679012, Top1T: 55.148148 Train:epoch: 114, loss@min: 0.961078, loss@max: 1.366698, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sun Aug 13 18:16:05 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.922943, loss@max: 0.817718, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 4.197441, loss@max: 0.956778, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 3, loss@min: 3.659475, loss@max: 1.093120, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 4, loss@min: 3.348838, loss@max: 1.206070, Top1S acc: 100.000000, Top1T acc: 70.588242 Train:epoch: 5, loss@min: 2.979346, loss@max: 1.300947, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 6, loss@min: 2.719172, loss@max: 1.371648, Top1S acc: 100.000000, Top1T acc: 74.509804 Train:epoch: 7, loss@min: 2.436756, loss@max: 1.438555, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 8, loss@min: 2.153830, loss@max: 1.481270, Top1S acc: 100.000000, Top1T acc: 83.333336 Train:epoch: 9, loss@min: 1.931736, loss@max: 1.504396, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 10, loss@min: 1.722192, loss@max: 1.529183, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 11, loss@min: 1.707569, loss@max: 1.536638, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 12, loss@min: 1.747428, loss@max: 1.521470, Top1S acc: 100.000000, Top1T acc: 87.254906 Train:epoch: 13, loss@min: 1.590704, loss@max: 1.500936, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 14, loss@min: 1.479421, loss@max: 1.486565, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 15, loss@min: 1.311297, loss@max: 1.477765, Top1S acc: 100.000000, Top1T acc: 94.117653 Train:epoch: 16, loss@min: 1.413784, loss@max: 1.462326, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 17, loss@min: 1.229200, loss@max: 1.441979, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 18, loss@min: 1.210765, loss@max: 1.431529, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 19, loss@min: 1.204439, loss@max: 1.418559, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 20, loss@min: 1.145731, loss@max: 1.423945, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 21, loss@min: 1.142364, loss@max: 1.424519, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 22, loss@min: 1.109901, loss@max: 1.422178, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 23, loss@min: 1.147119, loss@max: 1.402596, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 24, loss@min: 1.124477, loss@max: 1.404253, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 25, loss@min: 1.032290, loss@max: 1.398666, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 26, loss@min: 1.061480, loss@max: 1.395527, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 27, loss@min: 1.084413, loss@max: 1.412634, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 28, loss@min: 1.068294, loss@max: 1.387714, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 29, loss@min: 1.008042, loss@max: 1.400143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.012624, loss@max: 1.394003, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 31, loss@min: 1.014771, loss@max: 1.375773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.012465, loss@max: 1.394791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.996320, loss@max: 1.392865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.018310, loss@max: 1.386853, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 35, loss@min: 0.983978, loss@max: 1.392590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.963550, loss@max: 1.378194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.019274, loss@max: 1.386161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.965033, loss@max: 1.374215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.964908, loss@max: 1.375355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.955473, loss@max: 1.370472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.965973, loss@max: 1.374286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.958633, loss@max: 1.381123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.942254, loss@max: 1.383280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.940872, loss@max: 1.381006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.952394, loss@max: 1.382172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.946291, loss@max: 1.370625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.956356, loss@max: 1.373724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.954666, loss@max: 1.369491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.956616, loss@max: 1.364671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.955777, loss@max: 1.366239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.958002, loss@max: 1.363156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.954818, loss@max: 1.375069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.951916, loss@max: 1.375489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.951074, loss@max: 1.369436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.956799, loss@max: 1.371509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.953948, loss@max: 1.366839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.962121, loss@max: 1.360276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.962218, loss@max: 1.357355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953126, loss@max: 1.362877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.953572, loss@max: 1.361789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.959260, loss@max: 1.368792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.957713, loss@max: 1.366357, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.950336, loss@max: 1.374462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949542, loss@max: 1.368377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.959567, loss@max: 1.374566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.956248, loss@max: 1.372531, 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loss@max: 1.366581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.951871, loss@max: 1.370671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.945271, loss@max: 1.371042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.949981, loss@max: 1.364264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.952175, loss@max: 1.374769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.950087, loss@max: 1.362877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.958400, loss@max: 1.373238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.950580, loss@max: 1.372680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.949830, loss@max: 1.365286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.956765, loss@max: 1.366385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.950114, loss@max: 1.364485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.951376, loss@max: 1.364359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.950085, loss@max: 1.367880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.951016, loss@max: 1.369244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.948488, loss@max: 1.367279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.945527, loss@max: 1.376234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.950785, loss@max: 1.371832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950126, loss@max: 1.367626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.956716, loss@max: 1.369405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.953054, loss@max: 1.365534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.956229, loss@max: 1.361601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.951494, loss@max: 1.359017, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.951208, loss@max: 1.365774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.956431, loss@max: 1.358418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.953791, loss@max: 1.366079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.952971, LT: 0.906822, Top1S: 77.304100, Top1T: 77.791313Best acc: 77.791313 Train:epoch: 101, loss@min: 0.953102, loss@max: 1.365893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.953048, LT: 0.906647, Top1S: 77.344704, Top1T: 77.791313 Train:epoch: 102, loss@min: 0.953028, loss@max: 1.368153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.953007, LT: 0.906453, Top1S: 77.344704, Top1T: 77.791313 Train:epoch: 103, loss@min: 0.946251, loss@max: 1.366985, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.952885, LT: 0.906218, Top1S: 77.385307, Top1T: 77.831917Best acc: 77.831917 Train:epoch: 104, loss@min: 0.947185, loss@max: 1.370572, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.952848, LT: 0.905938, Top1S: 77.385307, Top1T: 77.872513Best acc: 77.872513 Train:epoch: 105, loss@min: 0.946490, loss@max: 1.372326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.952882, LT: 0.905594, Top1S: 77.425903, Top1T: 77.913116Best acc: 77.913116 Train:epoch: 106, loss@min: 0.952309, loss@max: 1.365214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.952682, LT: 0.905244, Top1S: 77.466507, Top1T: 77.953720Best acc: 77.953720 Train:epoch: 107, loss@min: 0.951474, loss@max: 1.362770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.952451, LT: 0.905011, Top1S: 77.507111, Top1T: 77.913116 Train:epoch: 108, loss@min: 0.948590, loss@max: 1.368024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.952258, LT: 0.904829, Top1S: 77.547707, Top1T: 77.953720 Train:epoch: 109, loss@min: 0.946719, loss@max: 1.368516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.952030, LT: 0.904709, Top1S: 77.507111, Top1T: 77.953720 Train:epoch: 110, loss@min: 0.951690, loss@max: 1.365501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.951543, LT: 0.904527, Top1S: 77.466507, Top1T: 77.953720 Train:epoch: 111, loss@min: 0.951968, loss@max: 1.366939, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.951098, LT: 0.904433, Top1S: 77.466507, Top1T: 77.953720 Train:epoch: 112, loss@min: 0.953764, loss@max: 1.366809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.950702, LT: 0.904383, Top1S: 77.466507, Top1T: 77.953720 Train:epoch: 113, loss@min: 0.961799, loss@max: 1.371902, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "food101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sun Aug 13 18:27:33 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.067081, loss@max: 0.861383, Top1S acc: 100.000000, Top1T acc: 80.198021 Train:epoch: 2, loss@min: 2.223543, loss@max: 1.007487, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 3, loss@min: 1.764166, loss@max: 1.111313, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 4, loss@min: 1.605447, loss@max: 1.195300, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 5, loss@min: 1.151345, loss@max: 1.260615, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 6, loss@min: 1.022063, loss@max: 1.306444, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 7, loss@min: 1.042406, loss@max: 1.341583, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 8, loss@min: 1.281118, loss@max: 1.369391, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 9, loss@min: 1.049191, loss@max: 1.379323, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 10, loss@min: 0.900443, loss@max: 1.401689, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 11, loss@min: 0.891062, loss@max: 1.393234, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 12, loss@min: 0.827110, loss@max: 1.358477, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.889509, loss@max: 1.334938, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 14, loss@min: 0.920351, loss@max: 1.316931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.938216, loss@max: 1.285368, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.027969, loss@max: 1.274505, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 17, loss@min: 0.931701, loss@max: 1.252235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.948201, loss@max: 1.260125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.963286, loss@max: 1.258074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.970899, loss@max: 1.255867, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.953878, loss@max: 1.256213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.969812, loss@max: 1.255123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.954923, loss@max: 1.251279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.958800, loss@max: 1.260810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.953870, loss@max: 1.261706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968922, loss@max: 1.282338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.944886, loss@max: 1.277586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.962843, loss@max: 1.304699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.935805, loss@max: 1.299370, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.941710, loss@max: 1.307499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.935383, loss@max: 1.316203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.935060, loss@max: 1.321186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.927475, loss@max: 1.318271, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.928132, loss@max: 1.330896, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.934894, loss@max: 1.324046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.930683, loss@max: 1.329747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.940100, loss@max: 1.333367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.941740, loss@max: 1.326346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.941934, loss@max: 1.329768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.942597, loss@max: 1.336475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.938561, loss@max: 1.330406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.945668, loss@max: 1.328040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.953753, loss@max: 1.338270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.978364, loss@max: 1.336724, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 45, loss@min: 0.953016, loss@max: 1.337933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.941089, loss@max: 1.341647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.935401, loss@max: 1.342973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.935266, loss@max: 1.351728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.931759, loss@max: 1.358154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.940745, loss@max: 1.349753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.947851, loss@max: 1.345597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.949462, loss@max: 1.344435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.952720, loss@max: 1.345668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.948807, loss@max: 1.345797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.941498, loss@max: 1.353602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.953010, loss@max: 1.348591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.937574, loss@max: 1.360257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.939792, loss@max: 1.353445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.943317, loss@max: 1.353887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.942280, loss@max: 1.356323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.949541, loss@max: 1.348457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.946171, loss@max: 1.352408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.949624, loss@max: 1.349511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.952338, loss@max: 1.352069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.947986, loss@max: 1.353482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.945571, loss@max: 1.358617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.947197, loss@max: 1.355826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.947775, loss@max: 1.358392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.942359, loss@max: 1.360195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.939729, loss@max: 1.362591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.944187, loss@max: 1.360784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.940694, loss@max: 1.360191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.939279, loss@max: 1.363336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.953939, loss@max: 1.358687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.946172, loss@max: 1.355710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.949423, loss@max: 1.353241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.951396, loss@max: 1.353627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.952664, loss@max: 1.359226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.943832, loss@max: 1.360261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.947958, loss@max: 1.358176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.953068, loss@max: 1.351966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.950782, loss@max: 1.353899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.947528, loss@max: 1.360918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.941208, loss@max: 1.363348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.948215, loss@max: 1.360528, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.938169, loss@max: 1.365033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.945235, loss@max: 1.365984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.945717, loss@max: 1.363733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.944511, loss@max: 1.364656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.948632, loss@max: 1.354380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.949402, loss@max: 1.357793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.951694, loss@max: 1.354234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950204, loss@max: 1.352719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.945344, loss@max: 1.358292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.948204, loss@max: 1.362011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.949721, loss@max: 1.355968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.945430, loss@max: 1.358064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.942246, loss@max: 1.364821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.943835, loss@max: 1.360115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.951246, loss@max: 1.364832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.248799, LT: 1.269772, Top1S: 75.481850, Top1T: 75.254128Best acc: 75.481850 Train:epoch: 101, loss@min: 0.940658, loss@max: 1.363493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.248376, LT: 1.269439, Top1S: 75.501648, Top1T: 75.250824Best acc: 75.501648 Train:epoch: 102, loss@min: 0.943455, loss@max: 1.362017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.247960, LT: 1.269153, Top1S: 75.534653, Top1T: 75.267326Best acc: 75.534653 Train:epoch: 103, loss@min: 0.947757, loss@max: 1.356905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.247653, LT: 1.268933, Top1S: 75.541252, Top1T: 75.257423Best acc: 75.541252 Train:epoch: 104, loss@min: 0.943278, loss@max: 1.360267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.247543, LT: 1.268759, Top1S: 75.547852, Top1T: 75.270630Best acc: 75.547852 Train:epoch: 105, loss@min: 0.947796, loss@max: 1.356403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.247450, LT: 1.268621, Top1S: 75.554451, Top1T: 75.280525Best acc: 75.554451 Train:epoch: 106, loss@min: 0.947734, loss@max: 1.359973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.247405, LT: 1.268515, Top1S: 75.561058, Top1T: 75.287125Best acc: 75.561058 Train:epoch: 107, loss@min: 0.949890, loss@max: 1.354853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.247509, LT: 1.268444, Top1S: 75.547852, Top1T: 75.290428 Train:epoch: 108, loss@min: 0.949943, loss@max: 1.355641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.247572, LT: 1.268359, Top1S: 75.551155, Top1T: 75.283829 Train:epoch: 109, loss@min: 0.948576, loss@max: 1.355468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.247625, LT: 1.268257, Top1S: 75.544556, Top1T: 75.290428 Train:epoch: 110, loss@min: 0.946973, loss@max: 1.356865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.247652, LT: 1.268169, Top1S: 75.537956, Top1T: 75.283829 Train:epoch: 111, loss@min: 0.947579, loss@max: 1.358510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.247643, LT: 1.268049, Top1S: 75.537956, Top1T: 75.270630 Train:epoch: 112, loss@min: 0.947922, loss@max: 1.357259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.247659, LT: 1.267952, Top1S: 75.544556, Top1T: 75.264023 Train:epoch: 113, loss@min: 0.947104, loss@max: 1.358187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.247696, LT: 1.267930, Top1S: 75.544556, Top1T: 75.267326 Train:epoch: 114, loss@min: 0.941191, loss@max: 1.362652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.247694, LT: 1.267970, Top1S: 75.551155, Top1T: 75.270630 Train:epoch: 115, loss@min: 0.944365, loss@max: 1.364912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.247706, LT: 1.268007, Top1S: 75.551155, Top1T: 75.267326 Train:epoch: 116, loss@min: 0.949583, loss@max: 1.354729, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sun Aug 13 20:29:11 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.277908, loss@max: 0.819479, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.663100, loss@max: 0.948627, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.843118, loss@max: 1.077003, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.635709, loss@max: 1.185306, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.096984, loss@max: 1.286420, Top1S acc: 100.000000, Top1T acc: 82.178215 Train:epoch: 6, loss@min: 1.940128, loss@max: 1.354356, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 1.876440, loss@max: 1.414457, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.513690, loss@max: 1.470375, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.129025, loss@max: 1.499667, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.259086, loss@max: 1.510913, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.280244, loss@max: 1.519817, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.147102, loss@max: 1.521713, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 0.989186, loss@max: 1.518999, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 14, loss@min: 0.937847, loss@max: 1.509280, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.058724, loss@max: 1.480420, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.011049, loss@max: 1.455939, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.019566, loss@max: 1.418270, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.019743, loss@max: 1.410424, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.945567, loss@max: 1.380301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.044049, loss@max: 1.369018, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.950295, loss@max: 1.346964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.963415, loss@max: 1.314213, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.994399, loss@max: 1.307139, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.058294, loss@max: 1.307084, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.982493, loss@max: 1.285702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.017505, loss@max: 1.290455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.053373, loss@max: 1.288775, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.050196, loss@max: 1.288582, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.090121, loss@max: 1.303474, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 1.004376, loss@max: 1.289703, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.037477, loss@max: 1.303471, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.974582, loss@max: 1.298523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.970859, loss@max: 1.307712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.987478, loss@max: 1.323753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.984623, loss@max: 1.322751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.988437, loss@max: 1.337496, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.959030, loss@max: 1.346769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.939909, loss@max: 1.354087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.943986, loss@max: 1.358647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.923903, loss@max: 1.368383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.933451, loss@max: 1.366329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.952721, loss@max: 1.365351, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.949472, loss@max: 1.351484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.949799, loss@max: 1.360765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.000065, loss@max: 1.363440, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.946792, loss@max: 1.355243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.032647, loss@max: 1.380272, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.939525, loss@max: 1.362485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.936108, loss@max: 1.368623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942120, loss@max: 1.363545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.954650, loss@max: 1.366413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.939944, loss@max: 1.375083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.938983, loss@max: 1.367275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.956227, loss@max: 1.363004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.951432, loss@max: 1.352668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.956207, loss@max: 1.349252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.952080, loss@max: 1.357143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.952452, loss@max: 1.354871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.976845, loss@max: 1.359737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.951807, loss@max: 1.365633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.951459, loss@max: 1.355884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.957038, loss@max: 1.354093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.955685, loss@max: 1.372053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949102, loss@max: 1.364827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946916, loss@max: 1.362076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.946419, loss@max: 1.365169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.948265, loss@max: 1.366527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.949096, loss@max: 1.360409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.959122, loss@max: 1.358488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.961347, loss@max: 1.377717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.954875, loss@max: 1.362817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.954871, loss@max: 1.360523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.954986, loss@max: 1.365497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.019943, loss@max: 1.359380, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.958080, loss@max: 1.367426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955356, loss@max: 1.377350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.965876, loss@max: 1.378006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.948141, loss@max: 1.364328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.956010, loss@max: 1.374388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.945837, loss@max: 1.367006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.948905, loss@max: 1.371606, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.951141, loss@max: 1.363385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.952806, loss@max: 1.371548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.950003, loss@max: 1.358522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.957735, loss@max: 1.367020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.954700, loss@max: 1.369043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.948500, loss@max: 1.366523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.952558, loss@max: 1.365206, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.951222, loss@max: 1.367343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.949231, loss@max: 1.362907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.954694, loss@max: 1.358451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.950321, loss@max: 1.361125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950287, loss@max: 1.364663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.956114, loss@max: 1.366610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.975623, loss@max: 1.364274, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 96, loss@min: 0.977925, loss@max: 1.380682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.943947, loss@max: 1.371772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.943736, loss@max: 1.369519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.949149, loss@max: 1.369650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.947713, loss@max: 1.370189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.435692, LT: 1.429964, Top1S: 66.957436, Top1T: 66.798836Best acc: 66.957436 Train:epoch: 101, loss@min: 0.949373, loss@max: 1.361256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.435954, LT: 1.430062, Top1S: 66.983871, Top1T: 66.825272Best acc: 66.983871 Train:epoch: 102, loss@min: 0.948415, loss@max: 1.367868, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.436136, LT: 1.430060, Top1S: 66.957436, Top1T: 66.851700 Train:epoch: 103, loss@min: 0.945876, loss@max: 1.366781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.436318, LT: 1.430089, Top1S: 66.957436, Top1T: 66.851700 Train:epoch: 104, loss@min: 0.966657, loss@max: 1.373829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.436426, LT: 1.430013, Top1S: 66.931007, Top1T: 66.878136 Train:epoch: 105, loss@min: 0.948317, loss@max: 1.366582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.436516, LT: 1.429962, Top1S: 66.931007, Top1T: 66.878136 Train:epoch: 106, loss@min: 0.957916, loss@max: 1.370098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.436619, LT: 1.429954, Top1S: 66.904572, Top1T: 66.878136 Train:epoch: 107, loss@min: 0.947091, loss@max: 1.363898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.436684, LT: 1.429945, Top1S: 66.904572, Top1T: 66.904572 Train:epoch: 108, loss@min: 0.948341, loss@max: 1.358855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.436719, LT: 1.429945, Top1S: 66.904572, Top1T: 66.904572 Train:epoch: 109, loss@min: 0.954788, loss@max: 1.363397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.436741, LT: 1.430005, Top1S: 66.904572, Top1T: 66.904572 Train:epoch: 110, loss@min: 0.949642, loss@max: 1.362297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.436715, LT: 1.430062, Top1S: 66.931007, Top1T: 66.904572 Train:epoch: 111, loss@min: 0.946858, loss@max: 1.361714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.436697, LT: 1.430143, Top1S: 66.931007, Top1T: 66.904572 Train:epoch: 112, loss@min: 0.965139, loss@max: 1.373435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.436717, LT: 1.430292, Top1S: 66.957436, Top1T: 66.878136 Train:epoch: 113, loss@min: 0.950752, loss@max: 1.362693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.436726, LT: 1.430449, Top1S: 67.010307, Top1T: 66.904572Best acc: 67.010307 Train:epoch: 114, loss@min: 0.958712, loss@max: 1.369293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.436697, LT: 1.430580, Top1S: 67.036743, Top1T: 66.904572Best acc: 67.036743 Train:epoch: 115, loss@min: 0.946061, loss@max: 1.368773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.436589, LT: 1.430685, Top1S: 67.063171, Top1T: 66.878136Best acc: 67.063171 Train:epoch: 116, loss@min: 0.951811, loss@max: 1.360600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.436506, LT: 1.430788, Top1S: 67.116043, Top1T: 66.904572Best acc: 67.116043 Train:epoch: 117, loss@min: 0.949845, loss@max: 1.359430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.436349, LT: 1.430930, Top1S: 67.116043, Top1T: 66.904572 Train:epoch: 118, loss@min: 0.949408, loss@max: 1.365931, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.436243, LT: 1.431026, Top1S: 67.116043, Top1T: 66.904572 Train:epoch: 119, loss@min: 0.949350, loss@max: 1.358621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.436159, LT: 1.431106, Top1S: 67.089607, Top1T: 66.904572 Train:epoch: 120, loss@min: 0.968892, loss@max: 1.375513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.436014, LT: 1.431158, Top1S: 67.089607, Top1T: 66.878136 Train:epoch: 121, loss@min: 0.951468, loss@max: 1.359127, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "fgvc", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 20:47:28 2023 ------------------------------------------- Train:epoch: 1, loss@min: 8.795627, loss@max: 0.836347, Top1S acc: 100.000000, Top1T acc: 24.000000 Train:epoch: 2, loss@min: 8.511292, loss@max: 0.997995, Top1S acc: 100.000000, Top1T acc: 24.000000 Train:epoch: 3, loss@min: 7.628962, loss@max: 1.134859, Top1S acc: 100.000000, Top1T acc: 22.000000 Train:epoch: 4, loss@min: 6.926311, loss@max: 1.232969, Top1S acc: 100.000000, Top1T acc: 38.000000 Train:epoch: 5, loss@min: 6.583171, loss@max: 1.327674, Top1S acc: 100.000000, Top1T acc: 37.000000 Train:epoch: 6, loss@min: 5.854437, loss@max: 1.394338, Top1S acc: 100.000000, Top1T acc: 44.000000 Train:epoch: 7, loss@min: 5.996850, loss@max: 1.457895, Top1S acc: 100.000000, Top1T acc: 43.000000 Train:epoch: 8, loss@min: 5.679678, loss@max: 1.519057, Top1S acc: 100.000000, Top1T acc: 47.000000 Train:epoch: 9, loss@min: 5.110309, loss@max: 1.577918, Top1S acc: 100.000000, Top1T acc: 49.000000 Train:epoch: 10, loss@min: 4.872669, loss@max: 1.619597, Top1S acc: 100.000000, Top1T acc: 59.000000 Train:epoch: 11, loss@min: 4.566497, loss@max: 1.670098, Top1S acc: 100.000000, Top1T acc: 64.000000 Train:epoch: 12, loss@min: 4.199865, loss@max: 1.733086, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 13, loss@min: 3.989173, loss@max: 1.774781, Top1S acc: 100.000000, Top1T acc: 67.000000 Train:epoch: 14, loss@min: 3.860090, loss@max: 1.830854, Top1S acc: 100.000000, Top1T acc: 71.000000 Train:epoch: 15, loss@min: 3.428888, loss@max: 1.863293, Top1S acc: 100.000000, Top1T acc: 77.000000 Train:epoch: 16, loss@min: 3.238250, loss@max: 1.867868, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 17, loss@min: 3.274514, loss@max: 1.911806, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 18, loss@min: 3.041008, loss@max: 1.928957, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 19, loss@min: 2.895372, loss@max: 1.939738, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 20, loss@min: 2.563686, loss@max: 1.957136, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 21, loss@min: 2.483286, loss@max: 1.981970, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 22, loss@min: 2.576824, loss@max: 1.940575, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 23, loss@min: 2.478152, loss@max: 1.935875, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 24, loss@min: 2.427958, loss@max: 1.957046, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 25, loss@min: 2.215529, loss@max: 1.964365, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 26, loss@min: 2.099967, loss@max: 1.903323, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 27, loss@min: 1.884591, loss@max: 1.908186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 2.086540, loss@max: 1.915041, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 29, loss@min: 1.881028, loss@max: 1.887046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.911935, loss@max: 1.830583, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 31, loss@min: 1.831021, loss@max: 1.849748, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 32, loss@min: 1.876181, loss@max: 1.814546, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 33, loss@min: 1.725123, loss@max: 1.814607, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 34, loss@min: 1.811321, loss@max: 1.771518, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 35, loss@min: 1.897691, loss@max: 1.754538, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 36, loss@min: 1.683242, loss@max: 1.754947, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 1.602318, loss@max: 1.737559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.726674, loss@max: 1.719721, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 39, loss@min: 1.636838, loss@max: 1.672014, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 40, loss@min: 1.595653, loss@max: 1.689958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.726219, loss@max: 1.663630, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 42, loss@min: 1.578916, loss@max: 1.628316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.563931, loss@max: 1.593966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.617624, loss@max: 1.620100, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 45, loss@min: 1.530732, loss@max: 1.573063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.507828, loss@max: 1.583264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.520482, loss@max: 1.551245, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.519464, loss@max: 1.558551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.529077, loss@max: 1.540260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.525209, loss@max: 1.548842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.498430, loss@max: 1.509847, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.469268, loss@max: 1.520480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.529541, loss@max: 1.506869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.487517, loss@max: 1.497893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.486902, loss@max: 1.485471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.631689, loss@max: 1.520391, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 57, loss@min: 1.446705, loss@max: 1.475503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.471774, loss@max: 1.452797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.454215, loss@max: 1.488041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.442502, loss@max: 1.473402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.460795, loss@max: 1.474713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.482180, loss@max: 1.464435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.491930, loss@max: 1.461064, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 64, loss@min: 1.474252, loss@max: 1.459542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.422221, loss@max: 1.442898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.433692, loss@max: 1.446341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.404022, loss@max: 1.444149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.452327, loss@max: 1.470144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.431249, loss@max: 1.459480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.424595, loss@max: 1.428472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.406725, loss@max: 1.454190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.398942, loss@max: 1.429518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.429711, loss@max: 1.426738, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.409745, loss@max: 1.420153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.415385, loss@max: 1.431387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.393933, loss@max: 1.432858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.390962, loss@max: 1.423040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.408065, loss@max: 1.412937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.397727, loss@max: 1.407406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.401327, loss@max: 1.419962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 4.275759, LT: 4.175361, Top1S: 21.572157, Top1T: 22.112211Best acc: 22.112211 Train:epoch: 81, loss@min: 1.394330, loss@max: 1.418825, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 4.277314, LT: 4.179351, Top1S: 21.512150, Top1T: 22.142214Best acc: 22.142214 Train:epoch: 82, loss@min: 1.388076, loss@max: 1.421245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 4.280905, LT: 4.183251, Top1S: 21.392138, Top1T: 22.052204 Train:epoch: 83, loss@min: 1.379972, loss@max: 1.433820, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 4.284968, LT: 4.188207, Top1S: 21.452145, Top1T: 22.022202 Train:epoch: 84, loss@min: 1.387283, loss@max: 1.425378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 4.288551, LT: 4.192927, Top1S: 21.392138, Top1T: 22.082207 Train:epoch: 85, loss@min: 1.373301, loss@max: 1.435902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 4.292719, LT: 4.197201, Top1S: 21.572157, Top1T: 22.202219Best acc: 22.202219 Train:epoch: 86, loss@min: 1.356997, loss@max: 1.437913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 4.297638, LT: 4.201982, Top1S: 21.662165, Top1T: 22.322231Best acc: 22.322231 Train:epoch: 87, loss@min: 1.381205, loss@max: 1.423044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 4.302430, LT: 4.206726, Top1S: 21.512150, Top1T: 22.322231 Train:epoch: 88, loss@min: 1.390450, loss@max: 1.404744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 4.306758, LT: 4.210379, Top1S: 21.572157, Top1T: 22.262226 Train:epoch: 89, loss@min: 1.389974, loss@max: 1.406426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 4.312354, LT: 4.214435, Top1S: 21.482147, Top1T: 22.292229 Train:epoch: 90, loss@min: 1.394833, loss@max: 1.406065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 4.318518, LT: 4.217935, Top1S: 21.512150, Top1T: 22.262226 Train:epoch: 91, loss@min: 1.376044, loss@max: 1.402407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 4.325034, LT: 4.221503, Top1S: 21.392138, Top1T: 22.202219 Train:epoch: 92, loss@min: 1.374651, loss@max: 1.398749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 4.330787, LT: 4.224465, Top1S: 21.632162, Top1T: 22.142214 Train:epoch: 93, loss@min: 1.373093, loss@max: 1.413781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 4.336779, LT: 4.228428, Top1S: 21.542154, Top1T: 22.142214 Train:epoch: 94, loss@min: 1.365488, loss@max: 1.410116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 4.341907, LT: 4.232066, Top1S: 21.422142, Top1T: 22.172216 Train:epoch: 95, loss@min: 1.367729, loss@max: 1.419592, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 4.346301, LT: 4.234717, Top1S: 21.422142, Top1T: 22.112211 Train:epoch: 96, loss@min: 1.367054, loss@max: 1.406357, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 21:28:59 2023 ------------------------------------------- Train:epoch: 1, loss@min: 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loss@min: 1.573657, loss@max: 1.544174, Top1S acc: 100.000000, Top1T acc: 91.326530 Train:epoch: 12, loss@min: 1.830100, loss@max: 1.535998, Top1S acc: 100.000000, Top1T acc: 88.775505 Train:epoch: 13, loss@min: 1.381260, loss@max: 1.575881, Top1S acc: 100.000000, Top1T acc: 91.836731 Train:epoch: 14, loss@min: 1.322105, loss@max: 1.557094, Top1S acc: 100.000000, Top1T acc: 93.367348 Train:epoch: 15, loss@min: 1.372832, loss@max: 1.532832, Top1S acc: 100.000000, Top1T acc: 93.367348 Train:epoch: 16, loss@min: 1.422759, loss@max: 1.522928, Top1S acc: 100.000000, Top1T acc: 91.326530 Train:epoch: 17, loss@min: 1.243406, loss@max: 1.518348, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 18, loss@min: 1.335592, loss@max: 1.490174, Top1S acc: 100.000000, Top1T acc: 94.897957 Train:epoch: 19, loss@min: 1.227230, loss@max: 1.482924, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 20, loss@min: 1.242977, loss@max: 1.464712, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 21, loss@min: 1.205469, loss@max: 1.457899, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 22, loss@min: 1.191648, loss@max: 1.434023, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 23, loss@min: 1.229189, loss@max: 1.420709, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 24, loss@min: 1.228681, loss@max: 1.422420, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 25, loss@min: 1.218986, loss@max: 1.402079, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 26, loss@min: 1.242611, loss@max: 1.405057, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 27, loss@min: 1.174890, loss@max: 1.392913, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 28, loss@min: 1.192974, loss@max: 1.386836, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 29, loss@min: 1.208721, loss@max: 1.393185, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 30, loss@min: 1.072775, loss@max: 1.388388, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 31, loss@min: 1.149749, loss@max: 1.403223, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 32, loss@min: 1.112041, loss@max: 1.408829, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 33, loss@min: 1.033699, loss@max: 1.401682, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 34, loss@min: 1.051124, loss@max: 1.404677, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 35, loss@min: 1.066213, loss@max: 1.403456, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 36, loss@min: 1.039597, loss@max: 1.389938, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 37, loss@min: 1.087770, loss@max: 1.389862, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 38, loss@min: 1.052590, loss@max: 1.385336, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 39, loss@min: 1.054829, loss@max: 1.387061, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 40, loss@min: 1.080920, loss@max: 1.404093, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 41, loss@min: 1.010350, loss@max: 1.386345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.041456, loss@max: 1.404037, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 43, loss@min: 0.999856, loss@max: 1.404460, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 44, loss@min: 0.990493, loss@max: 1.393480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.043354, loss@max: 1.394680, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 46, loss@min: 0.971101, loss@max: 1.388037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.003465, loss@max: 1.399331, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 48, loss@min: 0.998913, loss@max: 1.400886, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 49, loss@min: 1.039579, loss@max: 1.404912, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 50, loss@min: 0.994483, loss@max: 1.394911, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 51, loss@min: 1.010064, loss@max: 1.394987, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 52, loss@min: 0.994915, loss@max: 1.393296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.071402, loss@max: 1.380245, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 54, loss@min: 1.001979, loss@max: 1.373771, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 55, loss@min: 1.005775, loss@max: 1.388284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.065401, loss@max: 1.387892, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 57, loss@min: 0.990137, loss@max: 1.385833, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.989287, loss@max: 1.390299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.000865, loss@max: 1.387747, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 60, loss@min: 0.997176, loss@max: 1.386378, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 61, loss@min: 0.995480, loss@max: 1.387452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.983095, loss@max: 1.376225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.006359, loss@max: 1.390782, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 64, loss@min: 0.985913, loss@max: 1.373651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.981655, loss@max: 1.374721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.981716, loss@max: 1.382980, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.988978, loss@max: 1.387693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.975312, loss@max: 1.379570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.973646, loss@max: 1.382628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.975926, loss@max: 1.380021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.973247, loss@max: 1.384620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.993874, loss@max: 1.390217, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 73, loss@min: 0.975989, loss@max: 1.382346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.991164, loss@max: 1.376024, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 75, loss@min: 0.987927, loss@max: 1.377102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.980955, loss@max: 1.374201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.990048, loss@max: 1.380860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.003923, loss@max: 1.384491, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 79, loss@min: 0.974859, loss@max: 1.379170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.979696, loss@max: 1.387633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.604627, LT: 1.596730, Top1S: 58.164410, Top1T: 58.338516Best acc: 58.338516 Train:epoch: 81, loss@min: 0.978701, loss@max: 1.382422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.606419, LT: 1.598776, Top1S: 58.151974, Top1T: 58.239029 Train:epoch: 82, loss@min: 0.969420, loss@max: 1.382156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.608363, LT: 1.600831, Top1S: 58.214153, Top1T: 58.301208 Train:epoch: 83, loss@min: 0.970882, loss@max: 1.383007, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.610085, LT: 1.602740, Top1S: 58.201717, Top1T: 58.251465 Train:epoch: 84, loss@min: 0.974280, loss@max: 1.378733, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.611805, LT: 1.604703, Top1S: 58.239029, Top1T: 58.176846 Train:epoch: 85, loss@min: 0.978401, loss@max: 1.379689, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.612944, LT: 1.605958, Top1S: 58.251465, Top1T: 58.189281 Train:epoch: 86, loss@min: 0.976933, loss@max: 1.385179, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.613732, LT: 1.606934, Top1S: 58.338516, Top1T: 58.214153 Train:epoch: 87, loss@min: 0.973968, loss@max: 1.373300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.614265, LT: 1.607651, Top1S: 58.263901, Top1T: 58.214153 Train:epoch: 88, loss@min: 0.998252, loss@max: 1.377471, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 88, LS: 1.614341, LT: 1.608132, Top1S: 58.226593, Top1T: 58.189281 Train:epoch: 89, loss@min: 0.996529, loss@max: 1.377512, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 89, LS: 1.614577, LT: 1.608661, Top1S: 58.263901, Top1T: 58.176846 Train:epoch: 90, loss@min: 0.974813, loss@max: 1.377108, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.614844, LT: 1.609167, Top1S: 58.263901, Top1T: 58.263901 Train:epoch: 91, loss@min: 0.989862, loss@max: 1.380971, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.615035, LT: 1.609340, Top1S: 58.276337, Top1T: 58.263901 Train:epoch: 92, loss@min: 0.977136, loss@max: 1.372405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.614740, LT: 1.609125, Top1S: 58.301208, Top1T: 58.276337 Train:epoch: 93, loss@min: 0.981537, loss@max: 1.374068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.614432, LT: 1.608740, Top1S: 58.350952, Top1T: 58.338516Best acc: 58.350952 Train:epoch: 94, loss@min: 0.970702, loss@max: 1.372214, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 22:01:32 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.609148, loss@max: 0.846047, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.708304, loss@max: 0.988826, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.261089, loss@max: 1.112924, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 1.128905, loss@max: 1.202939, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.007044, loss@max: 1.260359, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 6, loss@min: 0.879048, loss@max: 1.320423, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.838012, loss@max: 1.340935, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 8, loss@min: 0.898348, loss@max: 1.363495, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.788518, loss@max: 1.368226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.779437, loss@max: 1.360196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.841958, loss@max: 1.359408, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.856531, loss@max: 1.348691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.919872, loss@max: 1.328161, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.936319, loss@max: 1.300774, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 0.888415, loss@max: 1.272867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.966230, loss@max: 1.253335, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.959135, loss@max: 1.244167, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.018949, loss@max: 1.224458, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.974681, loss@max: 1.228923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.979544, loss@max: 1.225936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.990333, loss@max: 1.224261, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 1.009520, loss@max: 1.231083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.988932, loss@max: 1.223851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.018954, loss@max: 1.241835, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 0.967484, loss@max: 1.252365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.950650, loss@max: 1.280643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.953028, loss@max: 1.268249, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.961112, loss@max: 1.288630, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.940537, loss@max: 1.288026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.938343, loss@max: 1.312131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.957096, loss@max: 1.322634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.926238, loss@max: 1.324731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.938776, loss@max: 1.330117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.928877, loss@max: 1.327970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940499, loss@max: 1.338788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.950631, loss@max: 1.332504, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 0.934696, loss@max: 1.334403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.921438, loss@max: 1.341861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.929947, loss@max: 1.354473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.939651, loss@max: 1.353294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.027779, loss@max: 1.354359, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.942365, loss@max: 1.333643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.957950, loss@max: 1.335022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.943864, loss@max: 1.333723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.942504, loss@max: 1.341543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.976296, loss@max: 1.338684, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.932702, loss@max: 1.346871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.941400, loss@max: 1.346287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.952221, loss@max: 1.340600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.941658, loss@max: 1.343618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.970072, loss@max: 1.343323, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 52, loss@min: 0.953359, loss@max: 1.355712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.947903, loss@max: 1.341402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.952889, loss@max: 1.346744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.961738, loss@max: 1.352235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.951724, loss@max: 1.344096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945865, loss@max: 1.350394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.957697, loss@max: 1.361261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.946021, loss@max: 1.352036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.940570, loss@max: 1.361327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.939748, loss@max: 1.361222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.946564, loss@max: 1.355326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.940490, loss@max: 1.358390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.946508, loss@max: 1.354462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946471, loss@max: 1.354742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.990017, loss@max: 1.356755, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.946419, loss@max: 1.357545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.951009, loss@max: 1.350193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.955640, loss@max: 1.356599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.942963, loss@max: 1.363421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.950378, loss@max: 1.363332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.964806, loss@max: 1.361953, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 73, loss@min: 0.949520, loss@max: 1.351806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.949056, loss@max: 1.352881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.937859, loss@max: 1.369591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.939510, loss@max: 1.368037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.943988, loss@max: 1.358354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.945194, loss@max: 1.359495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.940579, loss@max: 1.361139, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.950396, loss@max: 1.359009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.429004, LT: 0.428894, Top1S: 88.722107, Top1T: 89.127792Best acc: 89.127792 Train:epoch: 81, loss@min: 0.954029, loss@max: 1.356648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.429342, LT: 0.428924, Top1S: 88.762680, Top1T: 89.127792 Train:epoch: 82, loss@min: 0.951703, loss@max: 1.358462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.429741, LT: 0.429135, Top1S: 88.722107, Top1T: 89.168358Best acc: 89.168358 Train:epoch: 83, loss@min: 0.959005, loss@max: 1.352063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.430090, LT: 0.429316, Top1S: 88.681541, Top1T: 89.168358 Train:epoch: 84, loss@min: 0.961202, loss@max: 1.361020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.430503, LT: 0.429685, Top1S: 88.640976, Top1T: 89.208923Best acc: 89.208923 Train:epoch: 85, loss@min: 0.956720, loss@max: 1.361809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.430489, LT: 0.429755, Top1S: 88.640976, Top1T: 89.208923 Train:epoch: 86, loss@min: 0.948669, loss@max: 1.360107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.430447, LT: 0.429889, Top1S: 88.681541, Top1T: 89.330627Best acc: 89.330627 Train:epoch: 87, loss@min: 0.941494, loss@max: 1.366922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.430433, LT: 0.430034, Top1S: 88.762680, Top1T: 89.330627 Train:epoch: 88, loss@min: 0.940275, loss@max: 1.367732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.430364, LT: 0.430280, Top1S: 88.762680, Top1T: 89.371201Best acc: 89.371201 Train:epoch: 89, loss@min: 0.941461, loss@max: 1.364298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.430342, LT: 0.430525, Top1S: 88.803246, Top1T: 89.330627 Train:epoch: 90, loss@min: 0.940588, loss@max: 1.365394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.430386, LT: 0.430687, Top1S: 88.762680, Top1T: 89.330627 Train:epoch: 91, loss@min: 0.944334, loss@max: 1.359993, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.430463, LT: 0.430877, Top1S: 88.722107, Top1T: 89.330627 Train:epoch: 92, loss@min: 0.944431, loss@max: 1.358488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.430535, LT: 0.431023, Top1S: 88.681541, Top1T: 89.330627 Train:epoch: 93, loss@min: 0.950004, loss@max: 1.354184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.430581, LT: 0.431119, Top1S: 88.681541, Top1T: 89.330627 Train:epoch: 94, loss@min: 0.949863, loss@max: 1.353506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.430727, LT: 0.431163, Top1S: 88.681541, Top1T: 89.330627 Train:epoch: 95, loss@min: 0.950501, loss@max: 1.362600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.431010, LT: 0.431366, Top1S: 88.681541, Top1T: 89.249496 Train:epoch: 96, loss@min: 0.949899, loss@max: 1.358237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.431331, LT: 0.431473, Top1S: 88.722107, Top1T: 89.249496 Train:epoch: 97, loss@min: 0.955409, loss@max: 1.358957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.431646, LT: 0.431622, Top1S: 88.762680, Top1T: 89.249496 Train:epoch: 98, loss@min: 0.947031, loss@max: 1.357675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.431989, LT: 0.431686, Top1S: 88.803246, Top1T: 89.290062 Train:epoch: 99, loss@min: 0.951206, loss@max: 1.353611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.432348, LT: 0.431699, Top1S: 88.843811, Top1T: 89.249496 Train:epoch: 100, loss@min: 0.945237, loss@max: 1.356205, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.432638, LT: 0.431730, Top1S: 88.843811, Top1T: 89.249496 Train:epoch: 101, loss@min: 0.943734, loss@max: 1.367400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.432873, LT: 0.431812, Top1S: 88.924950, Top1T: 89.290062 Train:epoch: 102, loss@min: 0.946142, loss@max: 1.358032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.433055, LT: 0.431892, Top1S: 88.924950, Top1T: 89.330627 Train:epoch: 103, loss@min: 0.938844, loss@max: 1.364372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.433255, LT: 0.431913, Top1S: 88.884384, Top1T: 89.330627 Train:epoch: 104, loss@min: 0.943757, loss@max: 1.362098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.433381, LT: 0.431952, Top1S: 88.884384, Top1T: 89.371201 Train:epoch: 105, loss@min: 0.947051, loss@max: 1.359811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.433390, LT: 0.431964, Top1S: 88.884384, Top1T: 89.411766Best acc: 89.411766 Train:epoch: 106, loss@min: 0.945054, loss@max: 1.360826, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.433293, LT: 0.431957, Top1S: 88.884384, Top1T: 89.411766 Train:epoch: 107, loss@min: 0.944749, loss@max: 1.363237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.433204, LT: 0.431931, Top1S: 88.884384, Top1T: 89.411766 Train:epoch: 108, loss@min: 0.945979, loss@max: 1.364058, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.433082, LT: 0.431943, Top1S: 88.924950, Top1T: 89.411766 Train:epoch: 109, loss@min: 0.944627, loss@max: 1.363527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.432882, LT: 0.431913, Top1S: 88.965515, Top1T: 89.371201 Train:epoch: 110, loss@min: 0.944107, loss@max: 1.359221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.432749, LT: 0.431848, Top1S: 89.006088, Top1T: 89.411766 Train:epoch: 111, loss@min: 0.948811, loss@max: 1.356944, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.432621, LT: 0.431769, Top1S: 89.046654, Top1T: 89.411766 Train:epoch: 112, loss@min: 0.945813, loss@max: 1.359454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.432527, LT: 0.431699, Top1S: 89.046654, Top1T: 89.411766 Train:epoch: 113, loss@min: 0.945451, loss@max: 1.357185, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.432475, LT: 0.431622, Top1S: 89.046654, Top1T: 89.411766 Train:epoch: 114, loss@min: 0.943833, loss@max: 1.360130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.432443, LT: 0.431544, Top1S: 89.046654, Top1T: 89.411766 Train:epoch: 115, loss@min: 0.949100, loss@max: 1.358796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.432503, LT: 0.431506, Top1S: 89.046654, Top1T: 89.411766 Train:epoch: 116, loss@min: 0.949300, loss@max: 1.354760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.432551, LT: 0.431454, Top1S: 89.046654, Top1T: 89.371201 Train:epoch: 117, loss@min: 0.953573, loss@max: 1.361902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.432619, LT: 0.431415, Top1S: 89.087219, Top1T: 89.371201 Train:epoch: 118, loss@min: 0.952017, loss@max: 1.351642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.432647, LT: 0.431387, Top1S: 89.087219, Top1T: 89.371201 Train:epoch: 119, loss@min: 0.949530, loss@max: 1.357328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.432667, LT: 0.431350, Top1S: 89.087219, Top1T: 89.371201 Train:epoch: 120, loss@min: 0.946093, loss@max: 1.357988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.432691, LT: 0.431319, Top1S: 89.087219, Top1T: 89.371201 Train:epoch: 121, loss@min: 0.941610, loss@max: 1.363558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.432721, LT: 0.431316, Top1S: 89.087219, Top1T: 89.371201 Train:epoch: 122, loss@min: 0.949315, loss@max: 1.361102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.432702, LT: 0.431282, Top1S: 89.087219, Top1T: 89.371201 Train:epoch: 123, loss@min: 0.945053, loss@max: 1.356482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.432696, LT: 0.431259, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 124, loss@min: 0.942819, loss@max: 1.360278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.432678, LT: 0.431245, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 125, loss@min: 0.945482, loss@max: 1.358612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.432652, LT: 0.431230, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 126, loss@min: 0.942215, loss@max: 1.362288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.432638, LT: 0.431216, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 127, loss@min: 0.941789, loss@max: 1.361636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.432611, LT: 0.431200, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 128, loss@min: 0.944208, loss@max: 1.358433, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.432575, LT: 0.431192, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 129, loss@min: 0.946445, loss@max: 1.360614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.432532, LT: 0.431182, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 130, loss@min: 0.944267, loss@max: 1.359741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.432489, LT: 0.431185, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 131, loss@min: 0.958582, loss@max: 1.363129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.432487, LT: 0.431231, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 132, loss@min: 0.951495, loss@max: 1.356696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.432480, LT: 0.431275, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 133, loss@min: 0.947719, loss@max: 1.354558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.432469, LT: 0.431311, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 134, loss@min: 0.948133, loss@max: 1.356434, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.432463, LT: 0.431343, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 135, loss@min: 0.948123, loss@max: 1.354888, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.432451, LT: 0.431368, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 136, loss@min: 0.946492, loss@max: 1.355712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.432436, LT: 0.431390, Top1S: 89.127792, Top1T: 89.330627 Train:epoch: 137, loss@min: 0.946256, loss@max: 1.358765, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 22:30:48 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.940966, loss@max: 0.856924, Top1S acc: 100.000000, Top1T acc: 64.453125 Train:epoch: 2, loss@min: 3.383155, loss@max: 1.012887, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 3, loss@min: 2.555715, loss@max: 1.129235, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 4, loss@min: 2.154347, loss@max: 1.218399, Top1S acc: 100.000000, Top1T acc: 78.515625 Train:epoch: 5, loss@min: 1.832309, loss@max: 1.290338, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 6, loss@min: 1.723105, loss@max: 1.357408, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 7, loss@min: 1.474524, loss@max: 1.389225, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 8, loss@min: 1.322359, loss@max: 1.434328, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 9, loss@min: 1.180235, loss@max: 1.443867, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 10, loss@min: 1.086000, loss@max: 1.436880, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 11, loss@min: 1.061805, loss@max: 1.438708, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 1.088592, loss@max: 1.415497, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 1.063076, loss@max: 1.389972, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 14, loss@min: 1.102637, loss@max: 1.374900, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 0.980783, loss@max: 1.354642, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 1.021193, loss@max: 1.330557, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.043157, loss@max: 1.348268, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 1.013970, loss@max: 1.315013, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.980434, loss@max: 1.307681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.984557, loss@max: 1.301604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.008559, loss@max: 1.300885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.995235, loss@max: 1.307119, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.973129, loss@max: 1.308620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.992680, loss@max: 1.308740, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 0.970417, loss@max: 1.327747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.954235, loss@max: 1.319166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.963119, loss@max: 1.324704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.978404, loss@max: 1.323303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.976431, loss@max: 1.326309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.956651, loss@max: 1.326635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.972110, loss@max: 1.333804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.956671, loss@max: 1.340626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.947880, loss@max: 1.344147, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.947829, loss@max: 1.348843, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.944489, loss@max: 1.339159, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.965275, loss@max: 1.335511, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.954448, loss@max: 1.339481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.961948, loss@max: 1.339791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.948682, loss@max: 1.345580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.955590, loss@max: 1.341201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.965385, loss@max: 1.346921, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.953237, loss@max: 1.353423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.956834, loss@max: 1.351788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.958234, loss@max: 1.350513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.958971, loss@max: 1.351500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.954688, loss@max: 1.348189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.956167, loss@max: 1.357568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.956880, loss@max: 1.353623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.949466, loss@max: 1.357148, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.958407, loss@max: 1.357244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.948197, loss@max: 1.361792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.949301, loss@max: 1.359066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.956888, loss@max: 1.357883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.956105, loss@max: 1.356290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.956440, loss@max: 1.371526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948180, loss@max: 1.373362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.944468, loss@max: 1.373165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.943099, loss@max: 1.367268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.950987, loss@max: 1.367211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.953525, loss@max: 1.363302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.954299, loss@max: 1.361273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.956148, loss@max: 1.364189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.987138, loss@max: 1.370861, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 0.947611, loss@max: 1.379514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.947674, loss@max: 1.367177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.953199, loss@max: 1.367300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.956843, loss@max: 1.360345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.956323, loss@max: 1.358800, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.966308, loss@max: 1.364613, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.955040, loss@max: 1.364602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.946741, loss@max: 1.365771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.955152, loss@max: 1.369394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.958259, loss@max: 1.360232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.948312, loss@max: 1.368859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.953290, loss@max: 1.367741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.953063, loss@max: 1.362946, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.959257, loss@max: 1.368019, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.955914, loss@max: 1.366603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954553, loss@max: 1.363242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.956600, loss@max: 1.365183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.672529, LT: 1.666224, Top1S: 62.710323, Top1T: 62.755665Best acc: 62.755665 Train:epoch: 81, loss@min: 0.948817, loss@max: 1.368418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.673104, LT: 1.666775, Top1S: 62.715363, Top1T: 62.775818Best acc: 62.775818 Train:epoch: 82, loss@min: 0.954707, loss@max: 1.369988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.674003, LT: 1.667341, Top1S: 62.705288, Top1T: 62.755665 Train:epoch: 83, loss@min: 0.945705, loss@max: 1.368017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.674556, LT: 1.668113, Top1S: 62.654911, Top1T: 62.785892Best acc: 62.785892 Train:epoch: 84, loss@min: 0.947282, loss@max: 1.373034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.675029, LT: 1.668859, Top1S: 62.700249, Top1T: 62.780853 Train:epoch: 85, loss@min: 0.948379, loss@max: 1.366396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.675881, LT: 1.669349, Top1S: 62.639797, Top1T: 62.775818 Train:epoch: 86, loss@min: 0.949626, loss@max: 1.363542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.676683, LT: 1.669803, Top1S: 62.654911, Top1T: 62.755665 Train:epoch: 87, loss@min: 0.946447, loss@max: 1.367807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.677454, LT: 1.670283, Top1S: 62.675060, Top1T: 62.770779 Train:epoch: 88, loss@min: 0.969469, loss@max: 1.372182, Top1S acc: 100.000000, Top1T acc: 99.609375{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 23:43:06 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Sun Aug 13 23:43:38 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.600097, loss@max: 0.017722, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.681039, loss@max: 0.042258, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.193474, loss@max: 0.073679, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 4, loss@min: 1.006042, loss@max: 0.113097, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 0.802572, loss@max: 0.158520, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 6, loss@min: 0.615946, loss@max: 0.208674, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 0.511548, loss@max: 0.259441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.506770, loss@max: 0.313036, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.350158, loss@max: 0.360204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.287486, loss@max: 0.402232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.315339, loss@max: 0.440637, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.273233, loss@max: 0.468169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.308162, loss@max: 0.476481, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.277278, loss@max: 0.491911, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 0.218796, loss@max: 0.476760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.270571, loss@max: 0.480703, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.265915, loss@max: 0.463828, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 0.306202, loss@max: 0.442093, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.313981, loss@max: 0.421194, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 0.315727, loss@max: 0.404782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.359830, loss@max: 0.378139, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 0.388871, loss@max: 0.375548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.373763, loss@max: 0.358047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.406421, loss@max: 0.369002, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 0.360574, loss@max: 0.384038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.361362, loss@max: 0.395940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.347526, loss@max: 0.399029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.364025, loss@max: 0.420394, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.335113, loss@max: 0.420800, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.333736, loss@max: 0.450916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.345247, loss@max: 0.458511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.321155, loss@max: 0.460068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.326652, loss@max: 0.474857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.322571, loss@max: 0.465028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.342270, loss@max: 0.467019, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.347697, loss@max: 0.468624, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 0.335534, loss@max: 0.464685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.325663, loss@max: 0.473512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.335223, loss@max: 0.490470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.343767, loss@max: 0.486649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.425313, loss@max: 0.486701, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.347393, loss@max: 0.468258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.365130, loss@max: 0.466957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.357540, loss@max: 0.457146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.351858, loss@max: 0.469621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.378219, loss@max: 0.471283, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.342935, loss@max: 0.476774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.355835, loss@max: 0.473070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.356988, loss@max: 0.474352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.346349, loss@max: 0.482373, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.376470, loss@max: 0.478177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.366756, loss@max: 0.485607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.349769, loss@max: 0.482144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.353066, loss@max: 0.490184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.360143, loss@max: 0.498075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.354125, loss@max: 0.484821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.359553, loss@max: 0.479813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.367267, loss@max: 0.499717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.356715, loss@max: 0.486251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.358271, loss@max: 0.486465, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.355970, loss@max: 0.486314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.360173, loss@max: 0.485368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.358332, loss@max: 0.481613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.352324, loss@max: 0.492635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.350267, loss@max: 0.493966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.389543, loss@max: 0.494506, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.351447, loss@max: 0.496941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.360921, loss@max: 0.482944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.365694, loss@max: 0.491424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.360938, loss@max: 0.488830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.368456, loss@max: 0.487493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.377114, loss@max: 0.490831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.360855, loss@max: 0.483635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.359385, loss@max: 0.485285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.356312, loss@max: 0.494429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.354668, loss@max: 0.498741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.358629, loss@max: 0.485383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.344740, loss@max: 0.503793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.346563, loss@max: 0.497973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.353018, loss@max: 0.501678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.428029, LT: 0.423154, Top1S: 88.843811, Top1T: 89.168358Best acc: 89.168358 Train:epoch: 81, loss@min: 0.368074, loss@max: 0.486424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.428195, LT: 0.423144, Top1S: 88.884384, Top1T: 89.168358 Train:epoch: 82, loss@min: 0.360205, loss@max: 0.494874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.428523, LT: 0.423325, Top1S: 88.924950, Top1T: 89.208923Best acc: 89.208923 Train:epoch: 83, loss@min: 0.370096, loss@max: 0.484263, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.428952, LT: 0.423438, Top1S: 88.803246, Top1T: 89.208923 Train:epoch: 84, loss@min: 0.375532, loss@max: 0.493274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.429420, LT: 0.423708, Top1S: 88.803246, Top1T: 89.168358 Train:epoch: 85, loss@min: 0.369640, loss@max: 0.492400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.429648, LT: 0.423707, Top1S: 88.803246, Top1T: 89.208923 Train:epoch: 86, loss@min: 0.364569, loss@max: 0.489086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.429886, LT: 0.423786, Top1S: 88.803246, Top1T: 89.249496Best acc: 89.249496 Train:epoch: 87, loss@min: 0.362300, loss@max: 0.490703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.430181, LT: 0.423855, Top1S: 88.722107, Top1T: 89.249496 Train:epoch: 88, loss@min: 0.353038, loss@max: 0.498019, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.430562, LT: 0.424006, Top1S: 88.722107, Top1T: 89.208923 Train:epoch: 89, loss@min: 0.351827, loss@max: 0.497133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.430989, LT: 0.424167, Top1S: 88.722107, Top1T: 89.249496 Train:epoch: 90, loss@min: 0.353669, loss@max: 0.495605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.431176, LT: 0.424337, Top1S: 88.762680, Top1T: 89.249496 Train:epoch: 91, loss@min: 0.357308, loss@max: 0.489744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.431335, LT: 0.424552, Top1S: 88.762680, Top1T: 89.249496 Train:epoch: 92, loss@min: 0.350922, loss@max: 0.496659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.431349, LT: 0.424731, Top1S: 88.762680, Top1T: 89.127792 Train:epoch: 93, loss@min: 0.358584, loss@max: 0.488613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.431359, LT: 0.424848, Top1S: 88.722107, Top1T: 89.127792 Train:epoch: 94, loss@min: 0.369247, loss@max: 0.477140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.431401, LT: 0.424942, Top1S: 88.681541, Top1T: 89.168358 Train:epoch: 95, loss@min: 0.357844, loss@max: 0.501818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.431595, LT: 0.425170, Top1S: 88.681541, Top1T: 89.168358 Train:epoch: 96, loss@min: 0.362105, loss@max: 0.490281, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.431781, LT: 0.425321, Top1S: 88.722107, Top1T: 89.127792 Train:epoch: 97, loss@min: 0.371536, loss@max: 0.486619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.431937, LT: 0.425539, Top1S: 88.722107, Top1T: 89.127792 Train:epoch: 98, loss@min: 0.358742, loss@max: 0.490033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.432188, LT: 0.425648, Top1S: 88.762680, Top1T: 89.127792 Train:epoch: 99, loss@min: 0.363688, loss@max: 0.483429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.432496, LT: 0.425692, Top1S: 88.803246, Top1T: 89.127792 Train:epoch: 100, loss@min: 0.358578, loss@max: 0.487759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.432770, LT: 0.425727, Top1S: 88.762680, Top1T: 89.127792 Train:epoch: 101, loss@min: 0.358179, loss@max: 0.497028, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.432991, LT: 0.425781, Top1S: 88.762680, Top1T: 89.127792 Train:epoch: 102, loss@min: 0.361638, loss@max: 0.486429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.433243, LT: 0.425814, Top1S: 88.762680, Top1T: 89.208923 Train:epoch: 103, loss@min: 0.355425, loss@max: 0.490467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.433564, LT: 0.425772, Top1S: 88.722107, Top1T: 89.208923 Train:epoch: 104, loss@min: 0.357413, loss@max: 0.491284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.433788, LT: 0.425783, Top1S: 88.722107, Top1T: 89.208923 Train:epoch: 105, loss@min: 0.357302, loss@max: 0.492950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.433873, LT: 0.425757, Top1S: 88.722107, Top1T: 89.208923 Train:epoch: 106, loss@min: 0.356059, loss@max: 0.491979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.433767, LT: 0.425755, Top1S: 88.722107, Top1T: 89.249496 Train:epoch: 107, loss@min: 0.356321, loss@max: 0.497071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.433676, LT: 0.425728, Top1S: 88.681541, Top1T: 89.249496 Train:epoch: 108, loss@min: 0.360953, loss@max: 0.493060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.433603, LT: 0.425731, Top1S: 88.722107, Top1T: 89.249496 Train:epoch: 109, loss@min: 0.356027, loss@max: 0.496004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.433497, LT: 0.425669, Top1S: 88.722107, Top1T: 89.290062Best acc: 89.290062 Train:epoch: 110, loss@min: 0.351827, loss@max: 0.495063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.433439, LT: 0.425587, Top1S: 88.722107, Top1T: 89.249496 Train:epoch: 111, loss@min: 0.360647, loss@max: 0.488585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.433386, LT: 0.425493, Top1S: 88.762680, Top1T: 89.290062 Train:epoch: 112, loss@min: 0.347533, loss@max: 0.502528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.433301, LT: 0.425450, Top1S: 88.722107, Top1T: 89.290062 Train:epoch: 113, loss@min: 0.352043, loss@max: 0.492294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.433246, LT: 0.425415, Top1S: 88.722107, Top1T: 89.290062 Train:epoch: 114, loss@min: 0.356210, loss@max: 0.491647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.433167, LT: 0.425395, Top1S: 88.762680, Top1T: 89.249496 Train:epoch: 115, loss@min: 0.365037, loss@max: 0.487954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.433180, LT: 0.425420, Top1S: 88.762680, Top1T: 89.249496 Train:epoch: 116, loss@min: 0.365843, loss@max: 0.480728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.433176, LT: 0.425430, Top1S: 88.762680, Top1T: 89.249496 Train:epoch: 117, loss@min: 0.365946, loss@max: 0.493559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.433168, LT: 0.425445, Top1S: 88.762680, Top1T: 89.249496 Train:epoch: 118, loss@min: 0.367949, loss@max: 0.478734, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.433060, LT: 0.425474, Top1S: 88.762680, Top1T: 89.249496 Train:epoch: 119, loss@min: 0.360785, loss@max: 0.489220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.432950, LT: 0.425484, Top1S: 88.762680, Top1T: 89.249496 Train:epoch: 120, loss@min: 0.361486, loss@max: 0.485219, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "fgvc", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 14 00:04:36 2023 ------------------------------------------- Train:epoch: 1, loss@min: 8.786961, loss@max: 0.046556, Top1S acc: 100.000000, Top1T acc: 24.000000 Train:epoch: 2, loss@min: 8.483351, loss@max: 0.098740, Top1S acc: 100.000000, Top1T acc: 24.000000 Train:epoch: 3, loss@min: 7.570797, loss@max: 0.162670, Top1S acc: 100.000000, Top1T acc: 23.000000 Train:epoch: 4, loss@min: 6.829860, loss@max: 0.227695, Top1S acc: 100.000000, Top1T acc: 37.000000 Train:epoch: 5, loss@min: 6.441810, loss@max: 0.298269, Top1S acc: 100.000000, Top1T acc: 38.000000 Train:epoch: 6, loss@min: 5.650757, loss@max: 0.374409, Top1S acc: 100.000000, Top1T acc: 44.000000 Train:epoch: 7, loss@min: 5.748597, loss@max: 0.459013, Top1S acc: 100.000000, Top1T acc: 42.000000 Train:epoch: 8, loss@min: 5.382560, loss@max: 0.528978, Top1S acc: 100.000000, Top1T acc: 49.000000 Train:epoch: 9, loss@min: 4.771077, loss@max: 0.608229, Top1S acc: 100.000000, Top1T acc: 49.000000 Train:epoch: 10, loss@min: 4.492347, loss@max: 0.682442, Top1S acc: 100.000000, Top1T acc: 57.000000 Train:epoch: 11, loss@min: 4.144334, loss@max: 0.753325, Top1S acc: 100.000000, Top1T acc: 66.000000 Train:epoch: 12, loss@min: 3.763456, loss@max: 0.820422, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 13, loss@min: 3.531063, loss@max: 0.878735, Top1S acc: 100.000000, Top1T acc: 67.000000 Train:epoch: 14, loss@min: 3.390701, loss@max: 0.940131, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 15, loss@min: 2.950679, loss@max: 0.968329, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 16, loss@min: 2.761810, loss@max: 0.983257, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 17, loss@min: 2.781583, loss@max: 1.031894, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 18, loss@min: 2.538941, loss@max: 1.057611, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 19, loss@min: 2.394004, loss@max: 1.055052, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 20, loss@min: 2.071939, loss@max: 1.058921, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 21, loss@min: 1.974791, loss@max: 1.082301, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 22, loss@min: 2.044309, loss@max: 1.060104, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 23, loss@min: 1.953583, loss@max: 1.036360, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 24, loss@min: 1.900957, loss@max: 1.053821, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 25, loss@min: 1.699215, loss@max: 1.058865, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 26, loss@min: 1.569873, loss@max: 1.013264, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 27, loss@min: 1.362127, loss@max: 1.012509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.551527, loss@max: 1.028551, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 29, loss@min: 1.348439, loss@max: 0.991134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.390051, loss@max: 0.935075, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 31, loss@min: 1.303046, loss@max: 0.966405, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 32, loss@min: 1.342349, loss@max: 0.946562, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 33, loss@min: 1.191356, loss@max: 0.938995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.260718, loss@max: 0.915996, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 35, loss@min: 1.339066, loss@max: 0.907967, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 36, loss@min: 1.137104, loss@max: 0.899041, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 1.044164, loss@max: 0.892366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.153995, loss@max: 0.902411, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 39, loss@min: 1.066097, loss@max: 0.853202, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 40, loss@min: 1.013484, loss@max: 0.876098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.136958, loss@max: 0.848088, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 42, loss@min: 0.995752, loss@max: 0.806842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.983424, loss@max: 0.776653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.047704, loss@max: 0.788160, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 45, loss@min: 0.963353, loss@max: 0.734289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.955137, loss@max: 0.734689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.968461, loss@max: 0.711219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.969046, loss@max: 0.716293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.982154, loss@max: 0.693971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.981558, loss@max: 0.700922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.944333, loss@max: 0.653306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.922506, loss@max: 0.668777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.959205, loss@max: 0.670312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.923117, loss@max: 0.655203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.919501, loss@max: 0.650554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.067827, loss@max: 0.688344, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 57, loss@min: 0.891635, loss@max: 0.630722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.915256, loss@max: 0.601575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.906308, loss@max: 0.636251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.900996, loss@max: 0.610710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.925679, loss@max: 0.606609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.929349, loss@max: 0.601042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.945081, loss@max: 0.595986, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 64, loss@min: 0.927100, loss@max: 0.602952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.875527, loss@max: 0.584171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.892847, loss@max: 0.581913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.854017, loss@max: 0.586565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.901417, loss@max: 0.612390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.883448, loss@max: 0.595888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.871560, loss@max: 0.568901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.862259, loss@max: 0.586062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.860327, loss@max: 0.556813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.881966, loss@max: 0.565262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.853242, loss@max: 0.564232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.867041, loss@max: 0.566627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.847532, loss@max: 0.569015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.845318, loss@max: 0.555441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.864805, loss@max: 0.548235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.852278, loss@max: 0.540904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.856469, loss@max: 0.550060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 4.247889, LT: 4.165599, Top1S: 21.662165, Top1T: 22.172216Best acc: 22.172216 Train:epoch: 81, loss@min: 0.857160, loss@max: 0.545372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 4.248514, LT: 4.169452, Top1S: 21.572157, Top1T: 22.052204 Train:epoch: 82, loss@min: 0.849039, loss@max: 0.547422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 4.252137, LT: 4.173077, Top1S: 21.572157, Top1T: 22.052204 Train:epoch: 83, loss@min: 0.834669, loss@max: 0.567423, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 4.256564, LT: 4.177576, Top1S: 21.572157, Top1T: 22.022202 Train:epoch: 84, loss@min: 0.842245, loss@max: 0.556501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 4.261383, LT: 4.181742, Top1S: 21.422142, Top1T: 22.052204 Train:epoch: 85, loss@min: 0.831102, loss@max: 0.560209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 4.266540, LT: 4.185795, Top1S: 21.602160, Top1T: 22.232222Best acc: 22.232222 Train:epoch: 86, loss@min: 0.820121, loss@max: 0.558297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 4.272581, LT: 4.190785, Top1S: 21.692169, Top1T: 22.202219 Train:epoch: 87, loss@min: 0.837123, loss@max: 0.556021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 4.277912, LT: 4.195691, Top1S: 21.692169, Top1T: 22.232222 Train:epoch: 88, loss@min: 0.839423, loss@max: 0.543490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 4.282218, LT: 4.199724, Top1S: 21.722172, Top1T: 22.232222 Train:epoch: 89, loss@min: 0.838829, loss@max: 0.542261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 4.287214, LT: 4.204220, Top1S: 21.692169, Top1T: 22.262226Best acc: 22.262226 Train:epoch: 90, loss@min: 0.844439, loss@max: 0.543073, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 4.292643, LT: 4.208298, Top1S: 21.722172, Top1T: 22.202219 Train:epoch: 91, loss@min: 0.832255, loss@max: 0.529654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 4.298078, LT: 4.212458, Top1S: 21.692169, Top1T: 22.142214 Train:epoch: 92, loss@min: 0.819077, loss@max: 0.536203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 4.303336, LT: 4.215841, Top1S: 21.572157, Top1T: 22.142214 Train:epoch: 93, loss@min: 0.825549, loss@max: 0.544051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 4.309402, LT: 4.219970, Top1S: 21.482147, Top1T: 22.082207 Train:epoch: 94, loss@min: 0.812805, loss@max: 0.546911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 4.314524, LT: 4.223615, Top1S: 21.422142, Top1T: 22.142214 Train:epoch: 95, loss@min: 0.828047, loss@max: 0.543441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 4.319215, LT: 4.226185, Top1S: 21.422142, Top1T: 22.202219 Train:epoch: 96, loss@min: 0.818849, loss@max: 0.535806, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "food101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 14 00:34:09 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.062466, loss@max: 0.018052, Top1S acc: 100.000000, Top1T acc: 80.198021 Train:epoch: 2, loss@min: 2.182877, loss@max: 0.043547, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 3, loss@min: 1.673067, loss@max: 0.080324, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 4, loss@min: 1.462227, loss@max: 0.123751, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 5, loss@min: 0.906890, loss@max: 0.175940, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 6, loss@min: 0.709253, loss@max: 0.234107, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 7, loss@min: 0.652158, loss@max: 0.292393, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 8, loss@min: 0.819026, loss@max: 0.347744, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 9, loss@min: 0.575248, loss@max: 0.395092, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 10, loss@min: 0.403655, loss@max: 0.449758, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 11, loss@min: 0.340210, loss@max: 0.484672, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 12, loss@min: 0.239952, loss@max: 0.503625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.267965, loss@max: 0.516015, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.260800, loss@max: 0.525410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.255533, loss@max: 0.511753, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 0.342987, loss@max: 0.493742, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 17, loss@min: 0.253538, loss@max: 0.467573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.297876, loss@max: 0.452386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.330998, loss@max: 0.430169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.350817, loss@max: 0.417142, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.342265, loss@max: 0.404387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.355315, loss@max: 0.410446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.337211, loss@max: 0.399921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.339641, loss@max: 0.411760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.319227, loss@max: 0.420149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.336956, loss@max: 0.436509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.316738, loss@max: 0.430100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.336502, loss@max: 0.461462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.316654, loss@max: 0.446420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.321915, loss@max: 0.456340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.334991, loss@max: 0.445924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.333596, loss@max: 0.452564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.321562, loss@max: 0.452738, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.336552, loss@max: 0.450354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.342049, loss@max: 0.450553, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.345326, loss@max: 0.452461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.343884, loss@max: 0.466366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.341703, loss@max: 0.461527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.349471, loss@max: 0.459713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.339660, loss@max: 0.473253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.328340, loss@max: 0.479122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.334046, loss@max: 0.472894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.351517, loss@max: 0.481619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.370115, loss@max: 0.492136, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 45, loss@min: 0.337875, loss@max: 0.489607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.346294, loss@max: 0.474332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.347545, loss@max: 0.468767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.364154, loss@max: 0.463167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.346685, loss@max: 0.479347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.349000, loss@max: 0.483952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.353955, loss@max: 0.483801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.349414, loss@max: 0.485292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.356961, loss@max: 0.483659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.354443, loss@max: 0.483925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.351576, loss@max: 0.488366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.370067, loss@max: 0.475032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.349030, loss@max: 0.494323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.354216, loss@max: 0.480801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.352560, loss@max: 0.487095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.349158, loss@max: 0.496816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.349270, loss@max: 0.490559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.355626, loss@max: 0.488937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.355512, loss@max: 0.486365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.357997, loss@max: 0.494677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.362569, loss@max: 0.481035, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.361960, loss@max: 0.488185, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.360174, loss@max: 0.488114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.365405, loss@max: 0.489080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.348855, loss@max: 0.496152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.348789, loss@max: 0.496998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.356294, loss@max: 0.493968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.354839, loss@max: 0.490563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.356827, loss@max: 0.490214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.360504, loss@max: 0.496882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.360079, loss@max: 0.487351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.359691, loss@max: 0.488619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.357002, loss@max: 0.493170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.361762, loss@max: 0.495895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.356683, loss@max: 0.492156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.364126, loss@max: 0.486880, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.248188, LT: 1.246045, Top1S: 75.669968, Top1T: 75.194717Best acc: 75.669968 Train:epoch: 81, loss@min: 0.360537, loss@max: 0.491275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.248310, LT: 1.245799, Top1S: 75.693069, Top1T: 75.227722Best acc: 75.693069 Train:epoch: 82, loss@min: 0.361882, loss@max: 0.485600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.248811, LT: 1.245699, Top1S: 75.693069, Top1T: 75.231026 Train:epoch: 83, loss@min: 0.355692, loss@max: 0.493836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.249430, LT: 1.245623, Top1S: 75.689766, Top1T: 75.227722 Train:epoch: 84, loss@min: 0.360580, loss@max: 0.487077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.250121, LT: 1.245500, Top1S: 75.666664, Top1T: 75.231026 Train:epoch: 85, loss@min: 0.354213, loss@max: 0.493876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.250944, LT: 1.245429, Top1S: 75.666664, Top1T: 75.224419 Train:epoch: 86, loss@min: 0.362019, loss@max: 0.488060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.251471, LT: 1.245282, Top1S: 75.650162, Top1T: 75.211220 Train:epoch: 87, loss@min: 0.377718, loss@max: 0.486785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.251596, LT: 1.244911, Top1S: 75.666664, Top1T: 75.237625 Train:epoch: 88, loss@min: 0.356815, loss@max: 0.489576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.251574, LT: 1.244672, Top1S: 75.669968, Top1T: 75.234322 Train:epoch: 89, loss@min: 0.360245, loss@max: 0.489686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.251319, LT: 1.244512, Top1S: 75.676567, Top1T: 75.250824 Train:epoch: 90, loss@min: 0.354365, loss@max: 0.502528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.251144, LT: 1.244485, Top1S: 75.666664, Top1T: 75.250824 Train:epoch: 91, loss@min: 0.348054, loss@max: 0.497858, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 14 01:52:00 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.918397, loss@max: 0.023184, Top1S acc: 100.000000, Top1T acc: 65.686272 Train:epoch: 2, loss@min: 4.171992, loss@max: 0.055648, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 3, loss@min: 3.602203, loss@max: 0.093623, Top1S acc: 100.000000, Top1T acc: 65.686272 Train:epoch: 4, loss@min: 3.250538, loss@max: 0.135143, Top1S acc: 100.000000, Top1T acc: 70.588242 Train:epoch: 5, loss@min: 2.845737, loss@max: 0.178999, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 6, loss@min: 2.515930, loss@max: 0.229420, Top1S acc: 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Train:epoch: 46, loss@min: 0.357473, loss@max: 0.497812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.368209, loss@max: 0.503693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.357584, loss@max: 0.507375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.357959, loss@max: 0.502259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.364294, loss@max: 0.498530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.364703, loss@max: 0.498467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.355997, loss@max: 0.514104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.355988, loss@max: 0.513437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.349260, loss@max: 0.512780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.354213, loss@max: 0.515928, Top1S acc: 100.000000, 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Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.366825, loss@max: 0.503147, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.362010, loss@max: 0.501701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.348988, loss@max: 0.511287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.361905, loss@max: 0.505005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.357792, loss@max: 0.506409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.362443, loss@max: 0.498102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.366567, loss@max: 0.509637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.360026, loss@max: 0.499769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.365138, loss@max: 0.492632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.357411, loss@max: 0.511220, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.366215, loss@max: 0.496125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.360437, loss@max: 0.504974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.357858, loss@max: 0.501426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.354972, loss@max: 0.503021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.356952, loss@max: 0.515458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.017369, LT: 0.910700, Top1S: 76.126678, Top1T: 77.628906Best acc: 77.628906 Train:epoch: 81, loss@min: 0.361111, loss@max: 0.508453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.016331, LT: 0.909718, Top1S: 76.086075, Top1T: 77.669510Best acc: 77.669510 Train:epoch: 82, loss@min: 0.374390, loss@max: 0.500963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.013689, LT: 0.907006, Top1S: 76.126678, Top1T: 77.710114Best acc: 77.710114 Train:epoch: 83, loss@min: 0.365217, loss@max: 0.501398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.011218, LT: 0.904506, Top1S: 76.004875, Top1T: 77.791313Best acc: 77.791313 Train:epoch: 84, loss@min: 0.360383, loss@max: 0.498632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.008945, LT: 0.902319, Top1S: 76.004875, Top1T: 77.831917Best acc: 77.831917 Train:epoch: 85, loss@min: 0.366900, loss@max: 0.498818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.006877, LT: 0.900094, Top1S: 75.964272, Top1T: 77.791313 Train:epoch: 86, loss@min: 0.367297, loss@max: 0.502149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.004636, LT: 0.897860, Top1S: 75.842468, Top1T: 77.791313 Train:epoch: 87, loss@min: 0.364153, loss@max: 0.498945, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.002946, LT: 0.896270, Top1S: 76.045471, Top1T: 77.831917 Train:epoch: 88, loss@min: 0.363473, loss@max: 0.497713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.001592, LT: 0.894854, Top1S: 76.167274, Top1T: 77.831917 Train:epoch: 89, loss@min: 0.368597, loss@max: 0.494960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.000320, LT: 0.893580, Top1S: 76.207878, Top1T: 77.710114 Train:epoch: 90, loss@min: 0.362342, loss@max: 0.494346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.999436, LT: 0.892392, Top1S: 76.248482, Top1T: 77.710114 Train:epoch: 91, loss@min: 0.370006, loss@max: 0.494793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.998480, LT: 0.891273, Top1S: 76.248482, Top1T: 77.669510 Train:epoch: 92, loss@min: 0.360002, loss@max: 0.495529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.997692, LT: 0.890163, Top1S: 76.248482, Top1T: 77.628906 Train:epoch: 93, loss@min: 0.361590, loss@max: 0.496505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.996803, LT: 0.889156, Top1S: 76.329681, Top1T: 77.588310 Train:epoch: 94, loss@min: 0.359214, loss@max: 0.502076, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.995940, LT: 0.888212, Top1S: 76.248482, Top1T: 77.588310 Train:epoch: 95, loss@min: 0.358032, loss@max: 0.497971, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.995065, LT: 0.887391, Top1S: 76.248482, Top1T: 77.750710 Train:epoch: 96, loss@min: 0.356566, loss@max: 0.508199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.994577, LT: 0.886939, Top1S: 76.248482, Top1T: 77.750710 Train:epoch: 97, loss@min: 0.356524, loss@max: 0.504150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.994361, LT: 0.886646, Top1S: 76.289078, Top1T: 77.791313 Train:epoch: 98, loss@min: 0.356731, loss@max: 0.506577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.993996, LT: 0.886387, Top1S: 76.329681, Top1T: 77.791313 Train:epoch: 99, loss@min: 0.360491, loss@max: 0.500360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.993673, LT: 0.886244, Top1S: 76.410881, Top1T: 77.872513Best acc: 77.872513 Train:epoch: 100, loss@min: 0.359680, loss@max: 0.503771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.993653, LT: 0.886543, Top1S: 76.532684, Top1T: 77.872513 Train:epoch: 101, loss@min: 0.359436, loss@max: 0.497212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.993763, LT: 0.886802, Top1S: 76.573288, Top1T: 77.872513 Train:epoch: 102, loss@min: 0.360534, loss@max: 0.501099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.993802, LT: 0.887177, Top1S: 76.532684, Top1T: 77.953720Best acc: 77.953720 Train:epoch: 103, loss@min: 0.364068, loss@max: 0.491784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.993786, LT: 0.887488, Top1S: 76.573288, Top1T: 77.953720 Train:epoch: 104, loss@min: 0.359663, loss@max: 0.496538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.993843, LT: 0.887793, Top1S: 76.654488, Top1T: 77.913116 Train:epoch: 105, loss@min: 0.357749, loss@max: 0.499746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.993996, LT: 0.888194, Top1S: 76.695091, Top1T: 77.872513 Train:epoch: 106, loss@min: 0.362012, loss@max: 0.498540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.994263, LT: 0.888630, Top1S: 76.735687, Top1T: 77.913116 Train:epoch: 107, loss@min: 0.365306, loss@max: 0.497266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.994458, LT: 0.888895, Top1S: 76.776291, Top1T: 77.872513 Train:epoch: 108, loss@min: 0.363524, loss@max: 0.495575, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.994645, LT: 0.889171, Top1S: 76.776291, Top1T: 77.872513 Train:epoch: 109, loss@min: 0.373673, loss@max: 0.501351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.994816, LT: 0.889327, Top1S: 76.776291, Top1T: 77.872513 Train:epoch: 110, loss@min: 0.365706, loss@max: 0.491174, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.994948, LT: 0.889435, Top1S: 76.776291, Top1T: 77.913116 Train:epoch: 111, loss@min: 0.363191, loss@max: 0.498012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.994933, LT: 0.889459, Top1S: 76.816895, Top1T: 77.953720 Train:epoch: 112, loss@min: 0.353217, loss@max: 0.505681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.995057, LT: 0.889566, Top1S: 76.898094, Top1T: 77.913116 Train:epoch: 113, loss@min: 0.374531, loss@max: 0.504467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.995657, LT: 0.890080, Top1S: 76.898094, Top1T: 77.953720 Train:epoch: 114, loss@min: 0.361092, loss@max: 0.493022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.996306, LT: 0.890521, Top1S: 76.938698, Top1T: 78.034920Best acc: 78.034920 Train:epoch: 115, loss@min: 0.366847, loss@max: 0.489832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.996982, LT: 0.890964, Top1S: 76.938698, Top1T: 78.075516Best acc: 78.075516 Train:epoch: 116, loss@min: 0.358572, loss@max: 0.504658, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.997629, LT: 0.891403, Top1S: 76.898094, Top1T: 78.075516 Train:epoch: 117, loss@min: 0.365070, loss@max: 0.496642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.998120, LT: 0.891620, Top1S: 76.857491, Top1T: 78.075516 Train:epoch: 118, loss@min: 0.355085, loss@max: 0.502548, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.998570, LT: 0.891840, Top1S: 76.857491, Top1T: 78.075516 Train:epoch: 119, loss@min: 0.360537, loss@max: 0.498472, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.998998, LT: 0.892037, Top1S: 76.898094, Top1T: 78.075516 Train:epoch: 120, loss@min: 0.367554, loss@max: 0.492536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.999318, LT: 0.892148, Top1S: 76.938698, Top1T: 78.075516 Train:epoch: 121, loss@min: 0.358974, loss@max: 0.497074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.999541, LT: 0.892209, Top1S: 76.938698, Top1T: 78.075516 Train:epoch: 122, loss@min: 0.358438, loss@max: 0.497386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.999668, LT: 0.892290, Top1S: 76.938698, Top1T: 78.116119Best acc: 78.116119 Train:epoch: 123, loss@min: 0.358771, loss@max: 0.495474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.999751, LT: 0.892368, Top1S: 76.979294, Top1T: 78.116119 Train:epoch: 124, loss@min: 0.361055, loss@max: 0.496432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.999804, LT: 0.892445, Top1S: 77.019897, Top1T: 78.116119 Train:epoch: 125, loss@min: 0.356412, loss@max: 0.501865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.999848, LT: 0.892472, Top1S: 77.019897, Top1T: 78.116119 Train:epoch: 126, loss@min: 0.358157, loss@max: 0.505204, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.999805, LT: 0.892478, Top1S: 77.019897, Top1T: 78.116119 Train:epoch: 127, loss@min: 0.358272, loss@max: 0.500490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.999756, LT: 0.892493, Top1S: 77.019897, Top1T: 78.116119 Train:epoch: 128, loss@min: 0.355377, loss@max: 0.502277, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.999724, LT: 0.892480, Top1S: 77.019897, Top1T: 78.116119 Train:epoch: 129, loss@min: 0.365132, loss@max: 0.490953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.999647, LT: 0.892459, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 130, loss@min: 0.361559, loss@max: 0.494389, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.999565, LT: 0.892441, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 131, loss@min: 0.363084, loss@max: 0.492981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.999476, LT: 0.892427, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 132, loss@min: 0.361186, loss@max: 0.497263, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.999414, LT: 0.892417, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 133, loss@min: 0.368714, loss@max: 0.486609, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.999343, LT: 0.892412, Top1S: 77.101097, Top1T: 78.116119 Train:epoch: 134, loss@min: 0.372797, loss@max: 0.501720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.999274, LT: 0.892391, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 135, loss@min: 0.360209, loss@max: 0.498112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.999216, LT: 0.892389, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 136, loss@min: 0.380563, loss@max: 0.506077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.999193, LT: 0.892407, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 137, loss@min: 0.360827, loss@max: 0.494828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.999171, LT: 0.892413, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 138, loss@min: 0.359995, loss@max: 0.504113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.999163, LT: 0.892413, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 139, loss@min: 0.366012, loss@max: 0.507348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.999150, LT: 0.892415, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 140, loss@min: 0.355211, loss@max: 0.499794, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.999142, LT: 0.892418, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 141, loss@min: 0.370962, loss@max: 0.504725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.999122, LT: 0.892407, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 142, loss@min: 0.361585, loss@max: 0.493071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.999103, LT: 0.892393, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 143, loss@min: 0.362639, loss@max: 0.492816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.999086, LT: 0.892388, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 144, loss@min: 0.367097, loss@max: 0.497337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.999073, LT: 0.892384, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 145, loss@min: 0.361079, loss@max: 0.497591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.999068, LT: 0.892384, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 146, loss@min: 0.363588, loss@max: 0.493659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.999066, LT: 0.892384, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 147, loss@min: 0.361526, loss@max: 0.501002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.999065, LT: 0.892384, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 148, loss@min: 0.359256, loss@max: 0.502303, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.999065, LT: 0.892384, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 149, loss@min: 0.359314, loss@max: 0.499049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.999065, LT: 0.892384, Top1S: 77.060493, Top1T: 78.116119 Train:epoch: 150, loss@min: 0.355020, loss@max: 0.504358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.999065, LT: 0.892384, Top1S: 77.060493, Top1T: 78.116119 ------------------------------------------- Mon Aug 14 02:33:31 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 14 02:43:41 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.494993, loss@max: 0.026901, Top1S acc: 100.000000, Top1T acc: 57.142857 Train:epoch: 2, loss@min: 3.755455, loss@max: 0.060028, Top1S acc: 100.000000, Top1T acc: 56.632652 Train:epoch: 3, loss@min: 3.027089, loss@max: 0.099398, Top1S acc: 100.000000, Top1T acc: 67.346939 Train:epoch: 4, loss@min: 2.806056, loss@max: 0.148095, Top1S acc: 100.000000, Top1T acc: 65.306122 Train:epoch: 5, loss@min: 2.308084, loss@max: 0.200292, Top1S acc: 100.000000, Top1T acc: 72.448982 Train:epoch: 6, loss@min: 2.178842, loss@max: 0.257510, Top1S acc: 100.000000, Top1T acc: 76.530609 Train:epoch: 7, loss@min: 1.848386, loss@max: 0.319620, Top1S acc: 100.000000, Top1T acc: 77.040817 Train:epoch: 8, loss@min: 1.636745, loss@max: 0.384858, Top1S acc: 100.000000, Top1T acc: 81.632652 Train:epoch: 9, loss@min: 1.537643, loss@max: 0.449567, Top1S acc: 100.000000, Top1T acc: 84.693878 Train:epoch: 10, loss@min: 1.273809, loss@max: 0.505642, Top1S acc: 100.000000, Top1T acc: 87.244896 Train:epoch: 11, loss@min: 1.072270, loss@max: 0.565368, Top1S acc: 100.000000, Top1T acc: 91.326530 Train:epoch: 12, loss@min: 1.292941, loss@max: 0.597063, Top1S acc: 100.000000, Top1T acc: 89.285713 Train:epoch: 13, loss@min: 0.831360, loss@max: 0.647649, Top1S acc: 100.000000, Top1T acc: 91.836731 Train:epoch: 14, loss@min: 0.725617, loss@max: 0.682738, Top1S acc: 100.000000, Top1T acc: 93.877548 Train:epoch: 15, loss@min: 0.760023, loss@max: 0.688965, Top1S acc: 100.000000, Top1T acc: 92.857140 Train:epoch: 16, loss@min: 0.782498, loss@max: 0.708487, Top1S acc: 100.000000, Top1T acc: 91.836731 Train:epoch: 17, loss@min: 0.582126, loss@max: 0.716805, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 18, loss@min: 0.650800, loss@max: 0.700482, Top1S acc: 100.000000, Top1T acc: 95.408165 Train:epoch: 19, loss@min: 0.550555, loss@max: 0.699385, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 20, loss@min: 0.563774, loss@max: 0.669815, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 21, loss@min: 0.543098, loss@max: 0.660201, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 22, loss@min: 0.543346, loss@max: 0.619737, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 23, loss@min: 0.580437, loss@max: 0.605647, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 24, loss@min: 0.599404, loss@max: 0.602169, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 25, loss@min: 0.596604, loss@max: 0.569170, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 26, loss@min: 0.627088, loss@max: 0.574091, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 27, loss@min: 0.565972, loss@max: 0.550760, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 28, loss@min: 0.575631, loss@max: 0.549144, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 29, loss@min: 0.580635, loss@max: 0.561194, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 30, loss@min: 0.452665, loss@max: 0.551146, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 31, loss@min: 0.524865, loss@max: 0.580770, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 32, loss@min: 0.483481, loss@max: 0.590505, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 33, loss@min: 0.405774, loss@max: 0.588639, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 34, loss@min: 0.418652, loss@max: 0.591095, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 35, loss@min: 0.430190, loss@max: 0.595212, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 36, loss@min: 0.403133, loss@max: 0.585381, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 37, loss@min: 0.466826, loss@max: 0.569551, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 38, loss@min: 0.423714, loss@max: 0.561890, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 39, loss@min: 0.441275, loss@max: 0.553310, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 40, loss@min: 0.478130, loss@max: 0.563585, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 41, loss@min: 0.407016, loss@max: 0.542361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.457403, loss@max: 0.545844, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 43, loss@min: 0.410615, loss@max: 0.547814, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.410529, loss@max: 0.526785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.459774, loss@max: 0.532709, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 46, loss@min: 0.383557, loss@max: 0.530570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.420077, loss@max: 0.534349, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 48, loss@min: 0.417472, loss@max: 0.534102, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 49, loss@min: 0.448369, loss@max: 0.546808, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 50, loss@min: 0.401980, loss@max: 0.537920, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 51, loss@min: 0.413826, loss@max: 0.541403, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 52, loss@min: 0.406140, loss@max: 0.530997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.481436, loss@max: 0.520875, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 54, loss@min: 0.404718, loss@max: 0.521000, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 55, loss@min: 0.404726, loss@max: 0.535942, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.477365, loss@max: 0.527901, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 57, loss@min: 0.394220, loss@max: 0.532651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.404804, loss@max: 0.524146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.419486, loss@max: 0.520574, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 60, loss@min: 0.414863, loss@max: 0.521208, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 61, loss@min: 0.406265, loss@max: 0.526935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.395503, loss@max: 0.515239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.412566, loss@max: 0.532081, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 64, loss@min: 0.388135, loss@max: 0.521147, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.386427, loss@max: 0.519670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.386426, loss@max: 0.528384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.397891, loss@max: 0.530175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.385753, loss@max: 0.520964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.386268, loss@max: 0.522036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.387123, loss@max: 0.521572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.388018, loss@max: 0.518082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.409672, loss@max: 0.523865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.392194, loss@max: 0.514640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.405010, loss@max: 0.509845, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 75, loss@min: 0.399858, loss@max: 0.512198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.388044, loss@max: 0.514604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.400717, loss@max: 0.519711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.412057, loss@max: 0.524527, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 79, loss@min: 0.383109, loss@max: 0.518340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.390902, loss@max: 0.525662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.593944, LT: 1.588095, Top1S: 58.313644, Top1T: 57.965431Best acc: 58.313644 Train:epoch: 81, loss@min: 0.393546, loss@max: 0.519370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.596172, LT: 1.590067, Top1S: 58.288773, Top1T: 57.965431 Train:epoch: 82, loss@min: 0.383860, loss@max: 0.515918, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.598758, LT: 1.592018, Top1S: 58.326080, Top1T: 57.977867Best acc: 58.326080 Train:epoch: 83, loss@min: 0.387263, loss@max: 0.516666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.601043, LT: 1.593842, Top1S: 58.251465, Top1T: 58.002739 Train:epoch: 84, loss@min: 0.379655, loss@max: 0.522749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.603413, LT: 1.595794, Top1S: 58.326080, Top1T: 57.940556 Train:epoch: 85, loss@min: 0.391841, loss@max: 0.516986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.605213, LT: 1.597034, Top1S: 58.413136, Top1T: 57.952991Best acc: 58.413136 Train:epoch: 86, loss@min: 0.388756, loss@max: 0.525136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.606373, LT: 1.598062, Top1S: 58.475315, Top1T: 58.040047Best acc: 58.475315 Train:epoch: 87, loss@min: 0.388850, loss@max: 0.506967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.607019, LT: 1.598836, Top1S: 58.425571, Top1T: 58.064919 Train:epoch: 88, loss@min: 0.419226, loss@max: 0.508265, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 88, LS: 1.607162, LT: 1.599298, Top1S: 58.388264, Top1T: 58.002739 Train:epoch: 89, loss@min: 0.408470, loss@max: 0.514145, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 89, LS: 1.607364, LT: 1.599769, Top1S: 58.301208, Top1T: 58.052483 Train:epoch: 90, loss@min: 0.386402, loss@max: 0.514019, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.607484, LT: 1.600282, Top1S: 58.326080, Top1T: 58.077354 Train:epoch: 91, loss@min: 0.400541, loss@max: 0.518556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.607529, LT: 1.600405, Top1S: 58.375828, Top1T: 58.052483 Train:epoch: 92, loss@min: 0.392066, loss@max: 0.505049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.607083, LT: 1.600152, Top1S: 58.350952, Top1T: 58.077354 Train:epoch: 93, loss@min: 0.394748, loss@max: 0.510405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.606579, LT: 1.599714, Top1S: 58.388264, Top1T: 58.077354 Train:epoch: 94, loss@min: 0.385170, loss@max: 0.508864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.606002, LT: 1.599418, Top1S: 58.450443, Top1T: 58.214153 Train:epoch: 95, loss@min: 0.423775, loss@max: 0.518515, Top1S acc: 100.000000, Top1T acc: 99.489792{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_pets", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 14 03:18:56 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.424397, loss@max: 0.017203, Top1S acc: 100.000000, Top1T acc: 81.081093 Train:epoch: 2, loss@min: 1.465714, loss@max: 0.041335, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 3, loss@min: 1.190629, loss@max: 0.070923, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 4, loss@min: 0.959853, loss@max: 0.108721, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 5, loss@min: 1.216191, loss@max: 0.155239, Top1S acc: 100.000000, Top1T acc: 89.189201 Train:epoch: 6, loss@min: 0.811754, loss@max: 0.210090, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 7, loss@min: 0.527192, loss@max: 0.267328, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 8, loss@min: 0.470426, loss@max: 0.316741, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 9, loss@min: 0.292474, loss@max: 0.363661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.254826, loss@max: 0.410076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.207995, loss@max: 0.442491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.197700, loss@max: 0.473605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.233519, loss@max: 0.486033, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 14, loss@min: 0.184218, loss@max: 0.501986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.243155, loss@max: 0.491006, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 16, loss@min: 0.197260, loss@max: 0.462618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.206969, loss@max: 0.451244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.296201, loss@max: 0.434598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.277568, loss@max: 0.386364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.361206, loss@max: 0.379701, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 21, loss@min: 0.306829, loss@max: 0.370213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.367323, loss@max: 0.355924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.475537, loss@max: 0.361819, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 24, loss@min: 0.364433, loss@max: 0.351770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.369207, loss@max: 0.377204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.367105, loss@max: 0.382029, Top1S acc: 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Train:epoch: 56, loss@min: 0.342309, loss@max: 0.490421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.345353, loss@max: 0.489070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.351563, loss@max: 0.480216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.361487, loss@max: 0.469849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.359847, loss@max: 0.479635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.351988, loss@max: 0.486382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.412311, loss@max: 0.486582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.356261, loss@max: 0.491509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.351094, loss@max: 0.493798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.356475, loss@max: 0.488813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.344774, loss@max: 0.495870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.346579, loss@max: 0.496780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.343844, loss@max: 0.492481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.342673, loss@max: 0.495524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.350322, loss@max: 0.487520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.349644, loss@max: 0.508828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.349887, loss@max: 0.490244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.358310, loss@max: 0.482641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.362366, loss@max: 0.476061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.356453, loss@max: 0.485115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.356860, loss@max: 0.482942, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.374154, loss@max: 0.469004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.360713, loss@max: 0.487827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.364000, loss@max: 0.476604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.362275, loss@max: 0.476863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.620351, LT: 0.655605, Top1S: 82.583809, Top1T: 81.711639Best acc: 82.583809 Train:epoch: 81, loss@min: 0.358928, loss@max: 0.483890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.620086, LT: 0.655492, Top1S: 82.611061, Top1T: 81.766144Best acc: 82.611061 Train:epoch: 82, loss@min: 0.356819, loss@max: 0.484009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.620279, LT: 0.655703, Top1S: 82.556549, Top1T: 81.847916 Train:epoch: 83, loss@min: 0.370867, loss@max: 0.506100, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 14 03:22:21 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.483122, loss@max: 0.038150, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.781278, loss@max: 0.084827, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.350939, loss@max: 0.121761, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.211522, loss@max: 0.174725, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.133848, loss@max: 0.230784, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 1.686812, loss@max: 0.285485, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.498031, loss@max: 0.352528, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.048802, loss@max: 0.395898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.795472, loss@max: 0.450592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.731690, loss@max: 0.512778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.616728, loss@max: 0.572241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.521056, loss@max: 0.600721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.526531, loss@max: 0.650126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.533517, loss@max: 0.680085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.412628, loss@max: 0.718025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.389270, loss@max: 0.726372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.324261, loss@max: 0.688181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.332860, loss@max: 0.699301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.300154, loss@max: 0.630242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.238650, loss@max: 0.628502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.374587, loss@max: 0.582313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.314989, loss@max: 0.524951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.357588, loss@max: 0.480068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.429949, loss@max: 0.455465, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.425357, loss@max: 0.420215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.410980, loss@max: 0.383013, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.496047, loss@max: 0.394607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.455455, loss@max: 0.382456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.425751, loss@max: 0.392465, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.436258, loss@max: 0.401376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.384612, loss@max: 0.430009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.474921, loss@max: 0.453397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.357854, loss@max: 0.472025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.331847, loss@max: 0.499735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.347196, loss@max: 0.517874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.342301, loss@max: 0.506901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.333775, loss@max: 0.550785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.287532, loss@max: 0.538003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.312516, loss@max: 0.569598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.333991, loss@max: 0.553797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.324892, loss@max: 0.502207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.362051, loss@max: 0.485328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.417268, loss@max: 0.482539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.366763, loss@max: 0.509431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.351639, loss@max: 0.489309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.437604, loss@max: 0.469386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.386455, loss@max: 0.486914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.369894, loss@max: 0.501001, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.393576, loss@max: 0.483529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.383215, loss@max: 0.465729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.345444, loss@max: 0.496552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.351511, loss@max: 0.506200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.368863, loss@max: 0.483130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.336896, loss@max: 0.511438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.382291, loss@max: 0.485187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.351203, loss@max: 0.530276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.331905, loss@max: 0.537295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.370436, loss@max: 0.493935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.417940, loss@max: 0.483076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.408890, loss@max: 0.471968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.365528, loss@max: 0.497669, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.371438, loss@max: 0.515050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.368085, loss@max: 0.496289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.352640, loss@max: 0.514246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.339684, loss@max: 0.530560, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.344716, loss@max: 0.513605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.374256, loss@max: 0.520983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.369824, loss@max: 0.491810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.370054, loss@max: 0.494131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.404921, loss@max: 0.476546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.376144, loss@max: 0.480328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.364469, loss@max: 0.498775, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.349070, loss@max: 0.509555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.376056, loss@max: 0.484205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.368128, loss@max: 0.496389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.372438, loss@max: 0.525573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.369010, loss@max: 0.502287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.347416, loss@max: 0.514484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.369139, loss@max: 0.497394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.369785, loss@max: 0.491527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.816378, LT: 1.889970, Top1S: 54.740742, Top1T: 54.580246Best acc: 54.740742 Train:epoch: 81, loss@min: 0.374253, loss@max: 0.485085, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.821548, LT: 1.886837, Top1S: 54.716049, Top1T: 54.592594 Train:epoch: 82, loss@min: 0.394042, loss@max: 0.497511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.824349, LT: 1.882506, Top1S: 54.679012, Top1T: 54.604939 Train:epoch: 83, loss@min: 0.346093, loss@max: 0.514294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.827211, LT: 1.878562, Top1S: 54.629631, Top1T: 54.617283 Train:epoch: 84, loss@min: 0.386012, loss@max: 0.501662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.825241, LT: 1.873459, Top1S: 54.666668, Top1T: 54.679012 Train:epoch: 85, loss@min: 0.385833, loss@max: 0.472877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.821357, LT: 1.869530, Top1S: 54.740742, Top1T: 54.679012 Train:epoch: 86, loss@min: 0.364663, loss@max: 0.495763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.815345, LT: 1.866923, Top1S: 54.827160, Top1T: 54.679012Best acc: 54.827160 Train:epoch: 87, loss@min: 0.354665, loss@max: 0.507375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.809392, LT: 1.864724, Top1S: 54.925926, Top1T: 54.716049Best acc: 54.925926 Train:epoch: 88, loss@min: 0.350826, loss@max: 0.510230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.802597, LT: 1.862459, Top1S: 54.962963, Top1T: 54.740742Best acc: 54.962963 Train:epoch: 89, loss@min: 0.352603, loss@max: 0.509315, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.795550, LT: 1.860635, Top1S: 55.098766, Top1T: 54.790123Best acc: 55.098766 Train:epoch: 90, loss@min: 0.372386, loss@max: 0.483255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.789341, LT: 1.858670, Top1S: 55.098766, Top1T: 54.802467 Train:epoch: 91, loss@min: 0.368611, loss@max: 0.494848, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.783830, LT: 1.857437, Top1S: 55.197533, Top1T: 54.814816Best acc: 55.197533 Train:epoch: 92, loss@min: 0.364492, loss@max: 0.499002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.779698, LT: 1.855827, Top1S: 55.358025, Top1T: 54.839504Best acc: 55.358025 Train:epoch: 93, loss@min: 0.359131, loss@max: 0.498644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.777141, LT: 1.853985, Top1S: 55.395061, Top1T: 54.888889Best acc: 55.395061 Train:epoch: 94, loss@min: 0.385566, loss@max: 0.471424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.775308, LT: 1.851878, Top1S: 55.407406, Top1T: 54.925926Best acc: 55.407406 Train:epoch: 95, loss@min: 0.377497, loss@max: 0.481123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.774875, LT: 1.850275, Top1S: 55.419754, Top1T: 54.962963Best acc: 55.419754 Train:epoch: 96, loss@min: 0.373315, loss@max: 0.488128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.775362, LT: 1.848808, Top1S: 55.432098, Top1T: 55.000000Best acc: 55.432098 Train:epoch: 97, loss@min: 0.376105, loss@max: 0.481627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.775195, LT: 1.847444, Top1S: 55.407406, Top1T: 55.037037 Train:epoch: 98, loss@min: 0.372388, loss@max: 0.491808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.773265, LT: 1.846373, Top1S: 55.432098, Top1T: 55.061729 Train:epoch: 99, loss@min: 0.336690, loss@max: 0.531344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.773504, LT: 1.845391, Top1S: 55.370369, Top1T: 55.061729 Train:epoch: 100, loss@min: 0.365391, loss@max: 0.489831, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.773742, LT: 1.844514, Top1S: 55.296295, Top1T: 55.123455 Train:epoch: 101, loss@min: 0.366760, loss@max: 0.499421, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 14 03:52:48 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.168737, loss@max: 0.034207, Top1S acc: 100.000000, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 5.033499, loss@max: 0.075938, Top1S acc: 100.000000, Top1T acc: 48.936169 Train:epoch: 3, loss@min: 4.407241, loss@max: 0.119672, Top1S acc: 100.000000, Top1T acc: 51.063828 Train:epoch: 4, loss@min: 3.545742, loss@max: 0.174103, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 5, loss@min: 3.140909, loss@max: 0.225475, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 2.513754, loss@max: 0.288763, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 7, loss@min: 2.120625, loss@max: 0.345363, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 8, loss@min: 1.725720, loss@max: 0.399424, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 9, loss@min: 1.472503, loss@max: 0.459429, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 10, loss@min: 1.206812, loss@max: 0.520085, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 0.908488, loss@max: 0.568168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.834632, loss@max: 0.627038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.656466, loss@max: 0.658234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.564074, loss@max: 0.689786, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.460779, loss@max: 0.716018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.371850, loss@max: 0.731237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.349848, loss@max: 0.744147, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.316330, loss@max: 0.754442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.296437, loss@max: 0.737639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.305218, loss@max: 0.721900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.301040, loss@max: 0.694391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.286683, loss@max: 0.649245, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.298986, loss@max: 0.621505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.336227, loss@max: 0.587666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.343576, loss@max: 0.557545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.353464, loss@max: 0.512887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.401352, loss@max: 0.493407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.398219, loss@max: 0.469076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.402143, loss@max: 0.450561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.415306, loss@max: 0.421786, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.438499, loss@max: 0.431612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.442620, loss@max: 0.429375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.421914, loss@max: 0.415520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.410937, loss@max: 0.431757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.391147, loss@max: 0.448274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.394622, loss@max: 0.466522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.376643, loss@max: 0.471996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.371500, loss@max: 0.487236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.381299, loss@max: 0.500724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.353313, loss@max: 0.492131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.348681, loss@max: 0.502156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.337519, loss@max: 0.505039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.340457, loss@max: 0.512475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.339542, loss@max: 0.504680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.342968, loss@max: 0.506305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.351189, loss@max: 0.497741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.347314, loss@max: 0.497776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.360775, loss@max: 0.487711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.359920, loss@max: 0.491161, Top1S acc: 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0.487978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.369389, loss@max: 0.488945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.366879, loss@max: 0.492696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.371950, loss@max: 0.484977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.361918, loss@max: 0.499885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.367392, loss@max: 0.496530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.361508, loss@max: 0.498006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.365061, loss@max: 0.500365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.373750, loss@max: 0.489484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.367828, loss@max: 0.496541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.372560, loss@max: 0.485453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.368013, loss@max: 0.491021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.369384, loss@max: 0.492427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.371276, loss@max: 0.492106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.368669, loss@max: 0.491555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.365261, loss@max: 0.495476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.369031, loss@max: 0.493233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.369642, loss@max: 0.494493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.370674, loss@max: 0.500102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.367914, loss@max: 0.493011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.361772, loss@max: 0.501397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.374059, loss@max: 0.484184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.994068, LT: 1.965195, Top1S: 51.536644, Top1T: 50.945625Best acc: 51.536644 Train:epoch: 81, loss@min: 0.373250, loss@max: 0.491400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.995060, LT: 1.965930, Top1S: 51.654846, Top1T: 50.945625Best acc: 51.654846 Train:epoch: 82, loss@min: 0.369348, loss@max: 0.492291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.996102, LT: 1.966615, Top1S: 51.595745, Top1T: 50.886524 Train:epoch: 83, loss@min: 0.362218, loss@max: 0.499536, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.997401, LT: 1.967238, Top1S: 51.477543, Top1T: 50.886524 Train:epoch: 84, loss@min: 0.405113, loss@max: 0.508508, Top1S acc: 100.000000, Top1T acc: 97.872337 Test:epoch: 84, LS: 1.998177, LT: 1.967131, Top1S: 51.418438, Top1T: 50.945625 Train:epoch: 85, loss@min: 0.376523, loss@max: 0.489440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.999013, LT: 1.967098, Top1S: 51.241135, Top1T: 51.063831 Train:epoch: 86, loss@min: 0.374641, loss@max: 0.485153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.999598, LT: 1.967232, Top1S: 51.300236, Top1T: 51.122932 Train:epoch: 87, loss@min: 0.368237, loss@max: 0.505724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 2.000395, LT: 1.967648, Top1S: 51.241135, Top1T: 51.063831 Train:epoch: 88, loss@min: 0.371826, loss@max: 0.488713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 2.001043, LT: 1.968107, Top1S: 51.241135, Top1T: 51.004726 Train:epoch: 89, loss@min: 0.374161, loss@max: 0.488292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 2.001574, LT: 1.968581, Top1S: 51.241135, Top1T: 51.004726 Train:epoch: 90, loss@min: 0.363605, loss@max: 0.499246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 2.001927, LT: 1.969104, Top1S: 51.300236, Top1T: 51.004726 Train:epoch: 91, loss@min: 0.366726, loss@max: 0.493373, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 14 03:58:14 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.267615, loss@max: 0.027328, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.636154, loss@max: 0.060540, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.794045, loss@max: 0.094639, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 4, loss@min: 2.539035, loss@max: 0.141489, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 1.951499, loss@max: 0.183459, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 1.744751, loss@max: 0.240619, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 1.626777, loss@max: 0.295734, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.211260, loss@max: 0.352876, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 0.784420, loss@max: 0.409190, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 0.853740, loss@max: 0.466256, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 11, loss@min: 0.821979, loss@max: 0.506697, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 0.654381, loss@max: 0.560237, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 0.469456, loss@max: 0.591770, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.375267, loss@max: 0.621329, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 0.450840, loss@max: 0.630935, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 0.386774, loss@max: 0.645901, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 0.373865, loss@max: 0.631856, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 0.362981, loss@max: 0.635655, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 19, loss@min: 0.280031, loss@max: 0.626831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.379859, loss@max: 0.605334, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.291573, loss@max: 0.577415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.308327, loss@max: 0.544181, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.342181, loss@max: 0.519173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.419630, loss@max: 0.510939, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.344338, loss@max: 0.472534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.378932, loss@max: 0.469410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.423811, loss@max: 0.463263, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.445610, loss@max: 0.442802, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 0.478170, loss@max: 0.459544, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.396509, loss@max: 0.435445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.446352, loss@max: 0.452619, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.374272, loss@max: 0.431343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.366248, loss@max: 0.449504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.385799, loss@max: 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0.349488, loss@max: 0.508831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.390607, loss@max: 0.512879, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.358825, loss@max: 0.488395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.456194, loss@max: 0.502779, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.365307, loss@max: 0.481458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.370669, loss@max: 0.481012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.365374, loss@max: 0.490308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.377252, loss@max: 0.489230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.358380, loss@max: 0.506394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.362372, loss@max: 0.493350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.374846, loss@max: 0.494865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.360683, loss@max: 0.490359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.361216, loss@max: 0.491818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.355747, loss@max: 0.501849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.355897, loss@max: 0.497550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.377627, loss@max: 0.506075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.358919, loss@max: 0.505379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.352268, loss@max: 0.502403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.366682, loss@max: 0.493991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.368764, loss@max: 0.510814, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.361819, loss@max: 0.502717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.369418, loss@max: 0.487945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.364697, loss@max: 0.497424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.364679, loss@max: 0.498913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.370558, loss@max: 0.485635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.379617, loss@max: 0.486725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.374852, loss@max: 0.518348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.362884, loss@max: 0.506400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.360057, loss@max: 0.505516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.365329, loss@max: 0.505867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.433541, loss@max: 0.494749, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.370994, loss@max: 0.506777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.369265, loss@max: 0.513304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.381866, loss@max: 0.509516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.363342, loss@max: 0.497145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.371634, loss@max: 0.508698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.360684, loss@max: 0.499487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.444369, LT: 1.405006, Top1S: 66.745964, Top1T: 66.904572Best acc: 66.904572 Train:epoch: 81, loss@min: 0.375573, loss@max: 0.493763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.444256, LT: 1.405509, Top1S: 66.878136, Top1T: 66.904572 Train:epoch: 82, loss@min: 0.366587, loss@max: 0.499032, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Mon Aug 14 04:01:55 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.930683, loss@max: 0.025099, Top1S acc: 100.000000, Top1T acc: 64.843750 Train:epoch: 2, loss@min: 3.343690, loss@max: 0.059373, Top1S acc: 100.000000, Top1T acc: 68.750000 Train:epoch: 3, loss@min: 2.466026, loss@max: 0.103190, Top1S acc: 100.000000, Top1T acc: 73.046875 Train:epoch: 4, loss@min: 1.994377, loss@max: 0.150745, Top1S acc: 100.000000, Top1T acc: 78.906250 Train:epoch: 5, loss@min: 1.586180, loss@max: 0.211755, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 6, loss@min: 1.424292, loss@max: 0.271474, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 7, loss@min: 1.105037, loss@max: 0.329450, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 8, loss@min: 0.902944, loss@max: 0.388708, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 9, loss@min: 0.702642, loss@max: 0.447259, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 10, loss@min: 0.551795, loss@max: 0.486256, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 11, loss@min: 0.498319, loss@max: 0.524571, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 0.484436, loss@max: 0.539441, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 0.436392, loss@max: 0.543211, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 14, loss@min: 0.455069, loss@max: 0.541675, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 0.348235, loss@max: 0.523061, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 0.372507, loss@max: 0.509541, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 0.402726, loss@max: 0.508817, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 0.367465, loss@max: 0.494893, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.336795, loss@max: 0.476698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.352559, loss@max: 0.454365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.372034, loss@max: 0.460946, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.373963, loss@max: 0.455290, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.355226, loss@max: 0.445714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.381335, loss@max: 0.447212, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 0.364699, loss@max: 0.460472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.341523, loss@max: 0.458970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.350871, loss@max: 0.467798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.370198, loss@max: 0.463996, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.361071, loss@max: 0.471141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.346806, loss@max: 0.467795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.368253, loss@max: 0.472077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.359720, loss@max: 0.474325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.356459, loss@max: 0.471503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.357886, loss@max: 0.474526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.351554, loss@max: 0.467657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.369436, loss@max: 0.465812, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.356673, loss@max: 0.476457, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 0.367240, loss@max: 0.473838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.351624, loss@max: 0.480273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.352124, loss@max: 0.484007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.370985, loss@max: 0.481248, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.360112, loss@max: 0.486130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.362772, loss@max: 0.487406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.361784, loss@max: 0.490210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.368727, loss@max: 0.484423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.371276, loss@max: 0.475358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.367753, loss@max: 0.489635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.370494, loss@max: 0.485255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.363158, loss@max: 0.485290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.365555, loss@max: 0.490215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.355005, loss@max: 0.500405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.362781, loss@max: 0.491483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.368770, loss@max: 0.492748, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.366931, loss@max: 0.490014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.371955, loss@max: 0.498661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.365784, loss@max: 0.497630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.361661, loss@max: 0.499905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.366069, loss@max: 0.489854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.367330, loss@max: 0.496254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.362656, loss@max: 0.500839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.368196, loss@max: 0.492497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.366457, loss@max: 0.501494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.399647, loss@max: 0.505001, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 0.366961, loss@max: 0.508661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.366084, loss@max: 0.495051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.369052, loss@max: 0.498688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.367683, loss@max: 0.496605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.370221, loss@max: 0.492562, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.381244, loss@max: 0.493329, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.367234, loss@max: 0.498598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.363565, loss@max: 0.495668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.365516, loss@max: 0.508805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.367924, loss@max: 0.500873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.366141, loss@max: 0.497618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.367553, loss@max: 0.500500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.369614, loss@max: 0.494280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.379830, loss@max: 0.493911, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.368927, loss@max: 0.501248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.365678, loss@max: 0.499644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.375514, loss@max: 0.492839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.704865, LT: 1.655153, Top1S: 62.801006, Top1T: 62.740551Best acc: 62.801006 Train:epoch: 81, loss@min: 0.366263, loss@max: 0.497978, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.706244, LT: 1.655526, Top1S: 62.846344, Top1T: 62.750626Best acc: 62.846344 Train:epoch: 82, loss@min: 0.367938, loss@max: 0.505439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.707534, LT: 1.655960, Top1S: 62.816120, Top1T: 62.725437 Train:epoch: 83, loss@min: 0.361341, loss@max: 0.500592, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.708400, LT: 1.656517, Top1S: 62.740551, Top1T: 62.715363 Train:epoch: 84, loss@min: 0.363519, loss@max: 0.505273, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.709043, LT: 1.656980, Top1S: 62.745590, Top1T: 62.710323 Train:epoch: 85, loss@min: 0.364143, loss@max: 0.499647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.709289, LT: 1.657481, Top1S: 62.680099, Top1T: 62.730476 Train:epoch: 86, loss@min: 0.362448, loss@max: 0.497039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.709456, LT: 1.658071, Top1S: 62.690174, Top1T: 62.730476 Train:epoch: 87, loss@min: 0.363584, loss@max: 0.497216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.709958, LT: 1.658483, Top1S: 62.700249, Top1T: 62.730476 Train:epoch: 88, loss@min: 0.387521, loss@max: 0.502193, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 88, LS: 1.710460, LT: 1.658835, Top1S: 62.715363, Top1T: 62.750626 Train:epoch: 89, loss@min: 0.364571, loss@max: 0.498688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.710898, LT: 1.659198, Top1S: 62.765739, Top1T: 62.765739 Train:epoch: 90, loss@min: 0.372200, loss@max: 0.499734, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.711625, LT: 1.659499, Top1S: 62.750626, Top1T: 62.720402 Train:epoch: 91, loss@min: 0.367115, loss@max: 0.494280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.712405, LT: 1.659832, Top1S: 62.735516, Top1T: 62.745590 Train:epoch: 92, loss@min: 0.376161, loss@max: 0.496470, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.713096, LT: 1.660241, Top1S: 62.780853, Top1T: 62.760704 Train:epoch: 93, loss@min: 0.369494, loss@max: 0.492671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.713546, LT: 1.660696, Top1S: 62.770779, Top1T: 62.745590 Train:epoch: 94, loss@min: 0.376152, loss@max: 0.488537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.714112, LT: 1.661011, Top1S: 62.735516, Top1T: 62.715363 Train:epoch: 95, loss@min: 0.366516, loss@max: 0.495668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.714784, LT: 1.661362, Top1S: 62.735516, Top1T: 62.755665 Train:epoch: 96, loss@min: 0.364950, loss@max: 0.500634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.715400, LT: 1.661608, Top1S: 62.705288, Top1T: 62.740551 Train:epoch: 97, loss@min: 0.366924, loss@max: 0.491691, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.715864, LT: 1.661962, Top1S: 62.735516, Top1T: 62.765739 Train:epoch: 98, loss@min: 0.366183, loss@max: 0.498072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.716308, LT: 1.662412, Top1S: 62.740551, Top1T: 62.790928 Train:epoch: 99, loss@min: 0.366065, loss@max: 0.494837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.716805, LT: 1.662833, Top1S: 62.740551, Top1T: 62.770779 Train:epoch: 100, loss@min: 0.363095, loss@max: 0.498046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.717199, LT: 1.663353, Top1S: 62.735516, Top1T: 62.755665 Train:epoch: 101, loss@min: 0.361099, loss@max: 0.497410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.717559, LT: 1.663826, Top1S: 62.725437, Top1T: 62.745590 Train:epoch: 102, loss@min: 0.363579, loss@max: 0.499475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.717974, LT: 1.664276, Top1S: 62.725437, Top1T: 62.755665 Train:epoch: 103, loss@min: 0.361216, loss@max: 0.506199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.718376, LT: 1.664669, Top1S: 62.740551, Top1T: 62.740551 Train:epoch: 104, loss@min: 0.360096, loss@max: 0.498282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.718720, LT: 1.665128, Top1S: 62.750626, Top1T: 62.755665 Train:epoch: 105, loss@min: 0.365207, loss@max: 0.494241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.719039, LT: 1.665475, Top1S: 62.700249, Top1T: 62.755665 Train:epoch: 106, loss@min: 0.369122, loss@max: 0.501338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.719343, LT: 1.665829, Top1S: 62.690174, Top1T: 62.740551 Train:epoch: 107, loss@min: 0.363580, loss@max: 0.498198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.719653, LT: 1.666178, Top1S: 62.680099, Top1T: 62.730476 Train:epoch: 108, loss@min: 0.367024, loss@max: 0.495476, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.719933, LT: 1.666544, Top1S: 62.690174, Top1T: 62.720402 Train:epoch: 109, loss@min: 0.365434, loss@max: 0.492653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.720228, LT: 1.666889, Top1S: 62.715363, Top1T: 62.685135 Train:epoch: 110, loss@min: 0.365191, loss@max: 0.493218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.720393, LT: 1.667199, Top1S: 62.700249, Top1T: 62.675060 Train:epoch: 111, loss@min: 0.366580, loss@max: 0.493437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.720540, LT: 1.667529, Top1S: 62.700249, Top1T: 62.685135 Train:epoch: 112, loss@min: 0.365090, loss@max: 0.494043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.720960, LT: 1.667722, Top1S: 62.695213, Top1T: 62.705288 Train:epoch: 113, loss@min: 0.362783, loss@max: 0.498443, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.721364, LT: 1.667840, Top1S: 62.710323, Top1T: 62.715363 Train:epoch: 114, loss@min: 0.368423, loss@max: 0.493086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.721943, LT: 1.667960, Top1S: 62.730476, Top1T: 62.705288 Train:epoch: 115, loss@min: 0.364334, loss@max: 0.493652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.722545, LT: 1.668119, Top1S: 62.715363, Top1T: 62.710323 Train:epoch: 116, loss@min: 0.369119, loss@max: 0.493538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.723093, LT: 1.668320, Top1S: 62.725437, Top1T: 62.720402 Train:epoch: 117, loss@min: 0.369559, loss@max: 0.491630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.723502, LT: 1.668501, Top1S: 62.680099, Top1T: 62.725437 Train:epoch: 118, loss@min: 0.366908, loss@max: 0.491227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.723642, LT: 1.668687, Top1S: 62.680099, Top1T: 62.730476 Train:epoch: 119, loss@min: 0.365030, loss@max: 0.493722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.723760, LT: 1.668842, Top1S: 62.680099, Top1T: 62.730476 Train:epoch: 120, loss@min: 0.364496, loss@max: 0.492875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.723857, LT: 1.669029, Top1S: 62.700249, Top1T: 62.725437 Train:epoch: 121, loss@min: 0.364222, loss@max: 0.492315, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.723912, LT: 1.669200, Top1S: 62.715363, Top1T: 62.720402 Train:epoch: 122, loss@min: 0.367192, loss@max: 0.492360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.723882, LT: 1.669340, Top1S: 62.710323, Top1T: 62.715363 Train:epoch: 123, loss@min: 0.362608, loss@max: 0.493464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.723860, LT: 1.669508, Top1S: 62.720402, Top1T: 62.715363 Train:epoch: 124, loss@min: 0.366630, loss@max: 0.495688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.723777, LT: 1.669618, Top1S: 62.715363, Top1T: 62.715363 Train:epoch: 125, loss@min: 0.366499, loss@max: 0.494101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.723782, LT: 1.669727, Top1S: 62.700249, Top1T: 62.725437 Train:epoch: 126, loss@min: 0.363020, loss@max: 0.495831, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.723823, LT: 1.669823, Top1S: 62.700249, Top1T: 62.710323 Train:epoch: 127, loss@min: 0.361676, loss@max: 0.496017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.723918, LT: 1.669934, Top1S: 62.720402, Top1T: 62.695213 Train:epoch: 128, loss@min: 0.375277, loss@max: 0.493103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.724015, LT: 1.669997, Top1S: 62.720402, Top1T: 62.710323 Train:epoch: 129, loss@min: 0.367572, loss@max: 0.490355, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.724064, LT: 1.670046, Top1S: 62.715363, Top1T: 62.715363 Train:epoch: 130, loss@min: 0.364529, loss@max: 0.496077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.724137, LT: 1.670100, Top1S: 62.715363, Top1T: 62.720402 Train:epoch: 131, loss@min: 0.359118, loss@max: 0.502865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.724209, LT: 1.670159, Top1S: 62.705288, Top1T: 62.720402 Train:epoch: 132, loss@min: 0.363074, loss@max: 0.495283, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.724289, LT: 1.670204, Top1S: 62.715363, Top1T: 62.710323 Train:epoch: 133, loss@min: 0.360502, loss@max: 0.499452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.724384, LT: 1.670259, Top1S: 62.725437, Top1T: 62.710323 Train:epoch: 134, loss@min: 0.367289, loss@max: 0.492007, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.724460, LT: 1.670320, Top1S: 62.730476, Top1T: 62.705288 Train:epoch: 135, loss@min: 0.361279, loss@max: 0.495110, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Aug 18 13:50:28 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 10:41:25 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 10:54:42 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 11:06:25 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 11:07:40 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 11:08:17 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 11:08:56 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 11:10:02 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 11:10:47 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 11:57:29 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 11:58:24 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 11:58:53 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 12:00:51 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 12:01:40 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.929542, loss@max: 1.577560, Top1S acc: 100.000000, Top1T acc: 73.437500 Train:epoch: 2, loss@min: 2.475091, loss@max: 1.615264, Top1S acc: 100.000000, Top1T acc: 75.390625 Train:epoch: 3, loss@min: 2.284232, loss@max: 1.551605, Top1S acc: 100.000000, Top1T acc: 75.390625 Train:epoch: 4, loss@min: 1.875323, loss@max: 1.389318, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 5, loss@min: 1.834209, loss@max: 1.348140, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 6, loss@min: 1.663858, loss@max: 1.307289, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 7, loss@min: 1.589112, loss@max: 1.299067, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 8, loss@min: 1.448167, loss@max: 1.271429, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 9, loss@min: 1.234197, loss@max: 1.215024, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 10, loss@min: 1.271122, loss@max: 1.222117, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 11, loss@min: 1.177117, loss@max: 1.194384, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 12, loss@min: 1.155516, loss@max: 1.189651, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 13, loss@min: 1.139273, loss@max: 1.188295, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 14, loss@min: 1.024803, loss@max: 1.156712, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 15, loss@min: 1.075843, loss@max: 1.173841, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 16, loss@min: 1.071403, loss@max: 1.167682, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 17, loss@min: 1.033059, loss@max: 1.155003, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 18, loss@min: 0.980225, loss@max: 1.145015, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 0.990356, loss@max: 1.144574, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 0.988013, loss@max: 1.146426, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 21, loss@min: 1.012926, loss@max: 1.149575, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 22, loss@min: 0.911256, loss@max: 1.125820, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 0.958768, loss@max: 1.141034, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 24, loss@min: 0.950095, loss@max: 1.134068, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 25, loss@min: 0.900920, loss@max: 1.124615, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.877606, loss@max: 1.119028, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.907106, loss@max: 1.122382, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 0.885657, loss@max: 1.119193, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 29, loss@min: 0.858900, loss@max: 1.112260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.897640, loss@max: 1.121546, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 0.897420, loss@max: 1.121076, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 0.872432, loss@max: 1.112924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.858310, loss@max: 1.110456, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 0.883015, loss@max: 1.119291, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.858359, loss@max: 1.105610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.952950, loss@max: 1.134432, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 37, loss@min: 0.845749, loss@max: 1.107488, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 0.849499, loss@max: 1.109463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.844584, loss@max: 1.108495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.878414, loss@max: 1.117390, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 0.853452, loss@max: 1.112619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.837790, loss@max: 1.102811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.871226, loss@max: 1.115332, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 0.904447, loss@max: 1.115802, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 45, loss@min: 0.868809, loss@max: 1.115016, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 46, loss@min: 0.939670, loss@max: 1.131906, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 47, loss@min: 0.843198, loss@max: 1.113470, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.853081, loss@max: 1.106740, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 0.858764, loss@max: 1.106970, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 0.829651, loss@max: 1.109069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.853339, loss@max: 1.109411, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 0.849806, loss@max: 1.107893, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 0.837236, loss@max: 1.108352, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 0.839759, loss@max: 1.103403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.822201, loss@max: 1.105956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.831439, loss@max: 1.101630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.844928, loss@max: 1.106727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.836343, loss@max: 1.104152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.832262, loss@max: 1.104539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.839268, loss@max: 1.103521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.828565, loss@max: 1.109613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.848176, loss@max: 1.099523, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.842018, loss@max: 1.109301, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 64, loss@min: 0.830305, loss@max: 1.102133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.826880, loss@max: 1.103078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.823887, loss@max: 1.103151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.833558, loss@max: 1.102044, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 0.833522, loss@max: 1.105833, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.849534, loss@max: 1.108863, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.827852, loss@max: 1.103224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.820552, loss@max: 1.103728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.820445, loss@max: 1.100827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.819164, loss@max: 1.101305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.825012, loss@max: 1.101400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.829462, loss@max: 1.103276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.839831, loss@max: 1.105890, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 77, loss@min: 0.831579, loss@max: 1.102926, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.831170, loss@max: 1.103627, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 0.834834, loss@max: 1.105434, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 80, loss@min: 0.826595, loss@max: 1.102068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.820850, loss@max: 1.099921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.827288, loss@max: 1.103734, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 83, loss@min: 0.817275, loss@max: 1.101578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.838202, loss@max: 1.105036, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 85, loss@min: 0.822284, loss@max: 1.103259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.823389, loss@max: 1.102088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.820548, loss@max: 1.101382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.824823, loss@max: 1.103127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.843291, loss@max: 1.107799, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 90, loss@min: 0.828248, loss@max: 1.102541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.821180, loss@max: 1.102479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.819061, loss@max: 1.099697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.826812, loss@max: 1.105052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.839124, loss@max: 1.104982, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 95, loss@min: 0.818766, loss@max: 1.101890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.825173, loss@max: 1.102795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.839144, loss@max: 1.105150, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 98, loss@min: 0.820604, loss@max: 1.101053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.821005, loss@max: 1.102347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.817324, loss@max: 1.100442, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 12:49:18 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.929543, loss@max: 1.577561, Top1S acc: 100.000000, Top1T acc: 73.437500 Train:epoch: 2, loss@min: 2.475091, loss@max: 1.615264, Top1S acc: 100.000000, Top1T acc: 75.390625 Train:epoch: 3, loss@min: 2.284234, loss@max: 1.551605, Top1S acc: 100.000000, Top1T acc: 75.390625 Train:epoch: 4, loss@min: 1.875322, loss@max: 1.389317, Top1S acc: 100.000000, Top1T acc: 81.640625 Train:epoch: 5, loss@min: 1.834209, loss@max: 1.348140, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 6, loss@min: 1.663856, loss@max: 1.307288, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 7, loss@min: 1.589113, loss@max: 1.299067, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 8, loss@min: 1.448165, loss@max: 1.271429, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 9, loss@min: 1.234195, loss@max: 1.215024, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 10, loss@min: 1.271123, loss@max: 1.222116, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 11, loss@min: 1.177117, loss@max: 1.194384, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 12, loss@min: 1.155516, loss@max: 1.189650, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 13, loss@min: 1.139273, loss@max: 1.188295, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 14, loss@min: 1.024803, loss@max: 1.156712, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 15, loss@min: 1.075843, loss@max: 1.173841, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 16, loss@min: 1.071404, loss@max: 1.167681, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 17, loss@min: 1.033059, loss@max: 1.155004, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 18, loss@min: 0.980224, loss@max: 1.145016, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 0.990357, loss@max: 1.144574, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 0.988014, loss@max: 1.146426, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 21, loss@min: 1.012926, loss@max: 1.149575, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 22, loss@min: 0.911256, loss@max: 1.125820, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 0.958768, loss@max: 1.141033, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 24, loss@min: 0.950094, loss@max: 1.134069, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 25, loss@min: 0.900919, loss@max: 1.124617, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.877607, loss@max: 1.119027, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.907104, loss@max: 1.122385, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 0.885657, loss@max: 1.119192, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 29, loss@min: 0.858898, loss@max: 1.112262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.897641, loss@max: 1.121544, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 0.897417, loss@max: 1.121079, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 0.872434, loss@max: 1.112922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.858310, loss@max: 1.110456, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 0.883015, loss@max: 1.119291, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.858358, loss@max: 1.105610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.952950, loss@max: 1.134432, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 37, loss@min: 0.845748, loss@max: 1.107488, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 0.849499, loss@max: 1.109463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.844586, loss@max: 1.108493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.878413, loss@max: 1.117392, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 0.853455, loss@max: 1.112615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.837785, loss@max: 1.102814, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.871229, loss@max: 1.115328, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 0.904440, loss@max: 1.115804, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 45, loss@min: 0.868810, loss@max: 1.115015, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 46, loss@min: 0.939668, loss@max: 1.131908, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 47, loss@min: 0.843199, loss@max: 1.113469, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.853081, loss@max: 1.106741, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 0.858762, loss@max: 1.106972, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 0.829651, loss@max: 1.109067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.853337, loss@max: 1.109414, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 0.849807, loss@max: 1.107891, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 0.837236, loss@max: 1.108353, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 0.839763, loss@max: 1.103400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.822199, loss@max: 1.105958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.831440, loss@max: 1.101629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 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Train:epoch: 67, loss@min: 0.833558, loss@max: 1.102044, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 0.833521, loss@max: 1.105834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.849532, loss@max: 1.108864, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.827851, loss@max: 1.103224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.820552, loss@max: 1.103729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.820445, loss@max: 1.100827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.819165, loss@max: 1.101305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.825011, loss@max: 1.101401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.829462, loss@max: 1.103276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.839830, loss@max: 1.105891, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 77, loss@min: 0.831579, loss@max: 1.102926, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.831170, loss@max: 1.103626, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 79, loss@min: 0.834834, loss@max: 1.105433, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 80, loss@min: 0.826595, loss@max: 1.102068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.820850, loss@max: 1.099921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.827289, loss@max: 1.103735, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 83, loss@min: 0.817273, loss@max: 1.101579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.838201, loss@max: 1.105036, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 85, loss@min: 0.822283, loss@max: 1.103259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.823390, loss@max: 1.102087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.820547, loss@max: 1.101383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.824823, loss@max: 1.103127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.843289, loss@max: 1.107800, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 90, loss@min: 0.828248, loss@max: 1.102541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.821179, loss@max: 1.102479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.819061, loss@max: 1.099696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.826813, loss@max: 1.105052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.839123, loss@max: 1.104982, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 95, loss@min: 0.818766, loss@max: 1.101889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.825173, loss@max: 1.102795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.839144, loss@max: 1.105150, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 98, loss@min: 0.820604, loss@max: 1.101053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.821006, loss@max: 1.102346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.817323, loss@max: 1.100442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.916803, LT: 0.912141, Top1S: 78.905624, Top1T: 78.879196Best acc: 78.905624 Train:epoch: 101, loss@min: 0.820464, loss@max: 1.099492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.917103, LT: 0.913195, Top1S: 79.011360, Top1T: 79.064232Best acc: 79.064232 Train:epoch: 102, loss@min: 0.842004, loss@max: 1.105050, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 0.915637, LT: 0.911864, Top1S: 79.090668, Top1T: 79.090668Best acc: 79.090668 Train:epoch: 103, loss@min: 0.822581, loss@max: 1.102424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.912916, LT: 0.908844, Top1S: 79.064232, Top1T: 79.169968Best acc: 79.169968 Train:epoch: 104, loss@min: 0.850505, loss@max: 1.107821, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 104, LS: 0.910165, LT: 0.906840, Top1S: 79.143532, Top1T: 79.275703Best acc: 79.275703 Train:epoch: 105, loss@min: 0.819193, loss@max: 1.102795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.905245, LT: 0.901305, Top1S: 79.222832, Top1T: 79.328575Best acc: 79.328575 Train:epoch: 106, loss@min: 0.821082, loss@max: 1.102432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.905019, LT: 0.900833, Top1S: 79.355003, Top1T: 79.381439Best acc: 79.381439 Train:epoch: 107, loss@min: 0.902012, loss@max: 1.121742, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 107, LS: 0.906230, LT: 0.902714, Top1S: 79.407875, Top1T: 79.487175Best acc: 79.487175 Train:epoch: 108, loss@min: 0.834826, loss@max: 1.103981, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 108, LS: 0.906063, LT: 0.902421, Top1S: 79.434311, Top1T: 79.513611Best acc: 79.513611 Train:epoch: 109, loss@min: 0.843076, loss@max: 1.107369, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 109, LS: 0.902178, LT: 0.898338, Top1S: 79.566475, Top1T: 79.645782Best acc: 79.645782 Train:epoch: 110, loss@min: 0.831302, loss@max: 1.102493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.901858, LT: 0.897634, Top1S: 79.275703, Top1T: 79.487175 Train:epoch: 111, loss@min: 0.821300, loss@max: 1.100882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.902589, LT: 0.898769, Top1S: 79.407875, Top1T: 79.434311 Train:epoch: 112, loss@min: 0.819202, loss@max: 1.099654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.902556, LT: 0.899002, Top1S: 79.275703, Top1T: 79.434311 Train:epoch: 113, loss@min: 0.819505, loss@max: 1.100045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.901197, LT: 0.897739, Top1S: 79.249268, Top1T: 79.355003 Train:epoch: 114, loss@min: 0.817659, loss@max: 1.099872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.900610, LT: 0.897476, Top1S: 79.434311, Top1T: 79.407875 Train:epoch: 115, loss@min: 0.821577, loss@max: 1.101502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.900887, LT: 0.898055, Top1S: 79.566475, Top1T: 79.672211Best acc: 79.672211 Train:epoch: 116, loss@min: 0.827459, loss@max: 1.101815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.901051, LT: 0.897975, Top1S: 79.672211, Top1T: 79.592911 Train:epoch: 117, loss@min: 0.823356, loss@max: 1.102090, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.900834, LT: 0.897301, Top1S: 79.592911, Top1T: 79.645782 Train:epoch: 118, loss@min: 0.819880, loss@max: 1.099676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.900592, LT: 0.897289, Top1S: 79.487175, Top1T: 79.672211 Train:epoch: 119, loss@min: 0.820617, loss@max: 1.100104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.900414, LT: 0.897341, Top1S: 79.407875, Top1T: 79.725082Best acc: 79.725082 Train:epoch: 120, loss@min: 0.837672, loss@max: 1.105256, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 120, LS: 0.900190, LT: 0.897008, Top1S: 79.487175, Top1T: 79.698647 Train:epoch: 121, loss@min: 0.817166, loss@max: 1.101885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.899763, LT: 0.896373, Top1S: 79.487175, Top1T: 79.566475 Train:epoch: 122, loss@min: 0.820616, loss@max: 1.101332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.899174, LT: 0.896010, Top1S: 79.540047, Top1T: 79.592911 Train:epoch: 123, loss@min: 0.816018, loss@max: 1.101744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.899069, LT: 0.896130, Top1S: 79.566475, Top1T: 79.645782 Train:epoch: 124, loss@min: 0.820994, loss@max: 1.101963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.898603, LT: 0.895469, Top1S: 79.540047, Top1T: 79.566475 Train:epoch: 125, loss@min: 0.817640, loss@max: 1.101066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.898469, LT: 0.895166, Top1S: 79.487175, Top1T: 79.566475 Train:epoch: 126, loss@min: 0.840550, loss@max: 1.104564, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 126, LS: 0.898788, LT: 0.895426, Top1S: 79.513611, Top1T: 79.619347 Train:epoch: 127, loss@min: 0.817050, loss@max: 1.101933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.899610, LT: 0.896409, Top1S: 79.592911, Top1T: 79.698647 Train:epoch: 128, loss@min: 0.835594, loss@max: 1.104483, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 128, LS: 0.900171, LT: 0.897054, Top1S: 79.566475, Top1T: 79.725082 Train:epoch: 129, loss@min: 0.819097, loss@max: 1.100374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.901004, LT: 0.897931, Top1S: 79.566475, Top1T: 79.725082 Train:epoch: 130, loss@min: 0.816409, loss@max: 1.101086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.901370, LT: 0.898325, Top1S: 79.540047, Top1T: 79.725082 Train:epoch: 131, loss@min: 0.816396, loss@max: 1.099040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.901238, LT: 0.898115, Top1S: 79.645782, Top1T: 79.672211 Train:epoch: 132, loss@min: 0.829469, loss@max: 1.102306, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 132, LS: 0.900793, LT: 0.897604, Top1S: 79.619347, Top1T: 79.672211 Train:epoch: 133, loss@min: 0.820191, loss@max: 1.098816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.900660, LT: 0.897449, Top1S: 79.672211, Top1T: 79.645782 Train:epoch: 134, loss@min: 0.817638, loss@max: 1.101081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.900436, LT: 0.897231, Top1S: 79.698647, Top1T: 79.619347 Train:epoch: 135, loss@min: 0.818300, loss@max: 1.100616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.899796, LT: 0.896541, Top1S: 79.619347, Top1T: 79.619347 Train:epoch: 136, loss@min: 0.814580, loss@max: 1.100698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.899435, LT: 0.896230, Top1S: 79.619347, Top1T: 79.698647 Train:epoch: 137, loss@min: 0.823093, loss@max: 1.102551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.899170, LT: 0.896049, Top1S: 79.698647, Top1T: 79.672211 Train:epoch: 138, loss@min: 0.825422, loss@max: 1.103581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.899146, LT: 0.896027, Top1S: 79.725082, Top1T: 79.698647 Train:epoch: 139, loss@min: 0.818478, loss@max: 1.100135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.899088, LT: 0.895929, Top1S: 79.751518, Top1T: 79.725082Best acc: 79.751518 Train:epoch: 140, loss@min: 0.822768, loss@max: 1.101755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.899065, LT: 0.895867, Top1S: 79.751518, Top1T: 79.725082 Train:epoch: 141, loss@min: 0.824754, loss@max: 1.101959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.899115, LT: 0.895915, Top1S: 79.751518, Top1T: 79.698647 Train:epoch: 142, loss@min: 0.821982, loss@max: 1.102038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.899099, LT: 0.895887, Top1S: 79.751518, Top1T: 79.698647 Train:epoch: 143, loss@min: 0.828976, loss@max: 1.102094, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 0.899074, LT: 0.895858, Top1S: 79.751518, Top1T: 79.672211 Train:epoch: 144, loss@min: 0.825153, loss@max: 1.102870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.899052, LT: 0.895841, Top1S: 79.751518, Top1T: 79.672211 Train:epoch: 145, loss@min: 0.816853, loss@max: 1.100800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.899039, LT: 0.895826, Top1S: 79.751518, Top1T: 79.619347 Train:epoch: 146, loss@min: 0.822849, loss@max: 1.100539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.899008, LT: 0.895790, Top1S: 79.751518, Top1T: 79.619347 Train:epoch: 147, loss@min: 0.844796, loss@max: 1.105917, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 147, LS: 0.899000, LT: 0.895780, Top1S: 79.751518, Top1T: 79.619347 Train:epoch: 148, loss@min: 0.838453, loss@max: 1.104912, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 148, LS: 0.898998, LT: 0.895778, Top1S: 79.751518, Top1T: 79.619347 Train:epoch: 149, loss@min: 0.821094, loss@max: 1.102264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.898999, LT: 0.895780, Top1S: 79.751518, Top1T: 79.619347 Train:epoch: 150, loss@min: 0.816650, loss@max: 1.100190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.898999, LT: 0.895780, Top1S: 79.751518, Top1T: 79.619347 ------------------------------------------- Tue Sep 5 14:31:04 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Tue Sep 5 14:35:35 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.689699, loss@max: 1.412239, Top1S acc: 100.000000, Top1T acc: 75.781250 Train:epoch: 2, loss@min: 1.896289, loss@max: 1.370338, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 3, loss@min: 1.320931, loss@max: 1.311115, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 4, loss@min: 1.080497, loss@max: 1.213604, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 5, loss@min: 1.124821, loss@max: 1.183596, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 6, loss@min: 1.090123, loss@max: 1.168739, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 7, loss@min: 0.974861, loss@max: 1.141054, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 8, loss@min: 0.883826, loss@max: 1.120491, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 9, loss@min: 0.888891, loss@max: 1.114392, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 0.853663, loss@max: 1.119071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.853770, loss@max: 1.101882, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.834312, loss@max: 1.110092, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.875466, loss@max: 1.115618, Top1S acc: 100.000000, Top1T acc: 99.218750{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Tue Sep 5 14:41:42 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.271814, loss@max: 1.527763, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 2.527752, loss@max: 1.184598, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 3, loss@min: 1.946577, loss@max: 1.120902, Top1S acc: 100.000000, Top1T acc: 88.118813 Train:epoch: 4, loss@min: 1.567559, loss@max: 1.099617, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 5, loss@min: 1.308369, loss@max: 1.096225, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 6, loss@min: 1.089838, loss@max: 1.103774, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 7, loss@min: 0.943933, loss@max: 1.110359, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 8, loss@min: 0.912089, loss@max: 1.145703, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 9, loss@min: 0.829300, loss@max: 1.155067, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 10, loss@min: 0.957418, loss@max: 1.210930, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 11, loss@min: 0.870639, loss@max: 1.201859, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 12, loss@min: 0.775293, loss@max: 1.192174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.766255, loss@max: 1.196792, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 14, loss@min: 0.744069, loss@max: 1.189881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.907544, loss@max: 1.218747, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 0.829237, loss@max: 1.179803, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 0.791740, loss@max: 1.152871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.788001, loss@max: 1.141495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.813588, loss@max: 1.138086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.900820, loss@max: 1.145703, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.800146, loss@max: 1.120266, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Tue Sep 5 14:42:20 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.320891, loss@max: 1.541326, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.750658, loss@max: 1.498097, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.970869, loss@max: 1.383728, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.785153, loss@max: 1.408201, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.264629, loss@max: 1.333914, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.098010, loss@max: 1.348795, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.022542, loss@max: 1.371062, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.643119, loss@max: 1.315179, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.238516, loss@max: 1.246159, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.335710, loss@max: 1.297711, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.339995, loss@max: 1.318551, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.170674, loss@max: 1.293978, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 0.999944, loss@max: 1.259883, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.932991, loss@max: 1.245324, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.024194, loss@max: 1.258190, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 0.954834, loss@max: 1.230506, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 0.954483, loss@max: 1.218184, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 0.931601, loss@max: 1.204854, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.852004, loss@max: 1.170026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.938063, loss@max: 1.176984, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.850933, loss@max: 1.146179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.850320, loss@max: 1.133206, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.869327, loss@max: 1.129144, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 0.924957, loss@max: 1.141873, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.841763, loss@max: 1.112938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.862787, loss@max: 1.117315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.893345, loss@max: 1.122426, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.898886, loss@max: 1.118532, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 0.919333, loss@max: 1.119452, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.851317, loss@max: 1.103007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.896602, loss@max: 1.109139, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.836486, loss@max: 1.096309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.840503, loss@max: 1.095866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.860731, loss@max: 1.097948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.857187, loss@max: 1.097455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.872849, loss@max: 1.103680, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.850528, loss@max: 1.094385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.835403, loss@max: 1.095130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.837583, loss@max: 1.098432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.824028, loss@max: 1.103258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.831060, loss@max: 1.102875, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.847646, loss@max: 1.107406, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.834914, loss@max: 1.098636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.833868, loss@max: 1.100881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.887823, loss@max: 1.116926, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.829844, loss@max: 1.097780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.921380, loss@max: 1.124583, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.827541, loss@max: 1.099702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.823059, loss@max: 1.103642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.819596, loss@max: 1.106081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.830545, loss@max: 1.106790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.817956, loss@max: 1.109783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.815515, loss@max: 1.107489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.823036, loss@max: 1.107264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.818769, loss@max: 1.103622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.816327, loss@max: 1.105456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.818551, loss@max: 1.107191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.816079, loss@max: 1.106579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.843029, loss@max: 1.106436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.829705, loss@max: 1.101842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.821686, loss@max: 1.099431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.824971, loss@max: 1.097692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.831164, loss@max: 1.103368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.823605, loss@max: 1.100432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.824100, loss@max: 1.096421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.816632, loss@max: 1.105266, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.821286, loss@max: 1.103422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.817704, loss@max: 1.101928, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.826147, loss@max: 1.101792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.829555, loss@max: 1.108651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.822219, loss@max: 1.102446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.822453, loss@max: 1.101312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.827384, loss@max: 1.102696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.882446, loss@max: 1.115063, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.831652, loss@max: 1.097434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.835064, loss@max: 1.101996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.844955, loss@max: 1.105909, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 78, loss@min: 0.820490, loss@max: 1.099919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.830265, loss@max: 1.104274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.814529, loss@max: 1.105372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.820361, loss@max: 1.104352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.815480, loss@max: 1.106163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.826580, loss@max: 1.104343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.812574, loss@max: 1.103974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.825681, loss@max: 1.103607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.824028, loss@max: 1.104804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.820171, loss@max: 1.100332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.821626, loss@max: 1.100242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.823029, loss@max: 1.099269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.819744, loss@max: 1.098794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.820949, loss@max: 1.098321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.821234, loss@max: 1.096454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.821972, loss@max: 1.098513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.826705, loss@max: 1.103532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.847981, loss@max: 1.104355, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 96, loss@min: 0.859800, loss@max: 1.108526, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 97, loss@min: 0.819805, loss@max: 1.102344, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.816428, loss@max: 1.102736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.818587, loss@max: 1.103395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.818851, loss@max: 1.103895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.813940, loss@max: 1.103443, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.816583, loss@max: 1.104821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.816648, loss@max: 1.102382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 0.818367, loss@max: 1.103459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 0.828433, loss@max: 1.103920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.816757, loss@max: 1.100487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.818027, loss@max: 1.101144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.816898, loss@max: 1.101182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.816978, loss@max: 1.098824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.821779, loss@max: 1.100291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.816250, loss@max: 1.099438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.822434, loss@max: 1.103240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.825759, loss@max: 1.101000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.825376, loss@max: 1.099395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.820915, loss@max: 1.097354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.820022, loss@max: 1.099919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.817223, loss@max: 1.098339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.851951, loss@max: 1.107451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.817398, loss@max: 1.099722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.824076, loss@max: 1.103535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.816184, loss@max: 1.101371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.822761, loss@max: 1.099927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.820078, loss@max: 1.099391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.828126, loss@max: 1.103423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.822160, loss@max: 1.102215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 0.819659, loss@max: 1.101969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 127, loss@min: 0.816609, loss@max: 1.100613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.820431, loss@max: 1.102620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.823935, loss@max: 1.100137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.871788, loss@max: 1.111317, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 130, LS: 1.413607, LT: 1.407332, Top1S: 66.666664, Top1T: 66.640228Best acc: 66.666664 Train:epoch: 131, loss@min: 0.834167, loss@max: 1.105521, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 131, LS: 1.413681, LT: 1.407433, Top1S: 66.640228, Top1T: 66.613792 Train:epoch: 132, loss@min: 0.840290, loss@max: 1.108135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.413816, LT: 1.407594, Top1S: 66.640228, Top1T: 66.613792 Train:epoch: 133, loss@min: 0.818395, loss@max: 1.102620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.413923, LT: 1.407726, Top1S: 66.640228, Top1T: 66.613792 Train:epoch: 134, loss@min: 0.820107, loss@max: 1.100419, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.414017, LT: 1.407833, Top1S: 66.640228, Top1T: 66.640228 Train:epoch: 135, loss@min: 0.818752, loss@max: 1.100069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.414086, LT: 1.407916, Top1S: 66.613792, Top1T: 66.640228 Train:epoch: 136, loss@min: 0.857022, loss@max: 1.112512, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.414168, LT: 1.408009, Top1S: 66.613792, Top1T: 66.640228 Train:epoch: 137, loss@min: 0.819600, loss@max: 1.100131, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Sep 5 14:50:55 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.320891, loss@max: 1.541326, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.750658, loss@max: 1.498097, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.970869, loss@max: 1.383728, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.785153, loss@max: 1.408201, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.264629, loss@max: 1.333914, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.098010, loss@max: 1.348795, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.022542, loss@max: 1.371062, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.643119, loss@max: 1.315179, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.238516, loss@max: 1.246159, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.335710, loss@max: 1.297711, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.339995, loss@max: 1.318551, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.170674, loss@max: 1.293978, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 0.999944, loss@max: 1.259883, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.932991, loss@max: 1.245324, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.024194, loss@max: 1.258190, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 0.954834, loss@max: 1.230506, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 0.954483, loss@max: 1.218184, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 0.931601, loss@max: 1.204854, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.852004, loss@max: 1.170026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.938063, loss@max: 1.176984, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.850933, loss@max: 1.146179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.850320, loss@max: 1.133206, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.869327, loss@max: 1.129144, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 0.924957, loss@max: 1.141873, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.841763, loss@max: 1.112938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.862787, loss@max: 1.117315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.893345, loss@max: 1.122426, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.898886, loss@max: 1.118532, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 0.919333, loss@max: 1.119452, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.851317, loss@max: 1.103007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.896602, loss@max: 1.109139, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.836486, loss@max: 1.096309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.840503, loss@max: 1.095866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.860731, loss@max: 1.097948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.857187, loss@max: 1.097455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.872849, loss@max: 1.103680, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.850528, loss@max: 1.094385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.835403, loss@max: 1.095130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.837583, loss@max: 1.098432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.824028, loss@max: 1.103258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.831060, loss@max: 1.102875, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.847646, loss@max: 1.107406, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.834914, loss@max: 1.098636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.833868, loss@max: 1.100881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.887823, loss@max: 1.116926, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.829844, loss@max: 1.097780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.921380, loss@max: 1.124583, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.827541, loss@max: 1.099702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.823059, loss@max: 1.103642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.819596, loss@max: 1.106081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.830545, loss@max: 1.106790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.817956, loss@max: 1.109783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.815515, loss@max: 1.107489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.823036, loss@max: 1.107264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.818769, loss@max: 1.103622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.816327, loss@max: 1.105456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.818551, loss@max: 1.107191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.816079, loss@max: 1.106579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.843029, loss@max: 1.106436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.829705, loss@max: 1.101842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.821686, loss@max: 1.099431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.824971, loss@max: 1.097692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.831164, loss@max: 1.103368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.823605, loss@max: 1.100432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.824100, loss@max: 1.096421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.816632, loss@max: 1.105266, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.821286, loss@max: 1.103422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.817704, loss@max: 1.101928, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.826147, loss@max: 1.101792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.829555, loss@max: 1.108651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.822219, loss@max: 1.102446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.822453, loss@max: 1.101312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.827384, loss@max: 1.102696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.882446, loss@max: 1.115063, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.831652, loss@max: 1.097434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.835064, loss@max: 1.101996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.844955, loss@max: 1.105909, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 78, loss@min: 0.820490, loss@max: 1.099919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.830265, loss@max: 1.104274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.814529, loss@max: 1.105372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.418935, LT: 1.411715, Top1S: 66.508057, Top1T: 66.666664Best acc: 66.666664 Train:epoch: 81, loss@min: 0.821127, loss@max: 1.105526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.418801, LT: 1.411726, Top1S: 66.481628, Top1T: 66.640228 Train:epoch: 82, loss@min: 0.820886, loss@max: 1.104512, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.418600, LT: 1.411627, Top1S: 66.481628, Top1T: 66.666664 Train:epoch: 83, loss@min: 0.811624, loss@max: 1.105858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.418472, LT: 1.411554, Top1S: 66.402321, Top1T: 66.666664 Train:epoch: 84, loss@min: 0.823407, loss@max: 1.103609, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.418501, LT: 1.411404, Top1S: 66.428757, Top1T: 66.640228 Train:epoch: 85, loss@min: 0.817164, loss@max: 1.104789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.418613, LT: 1.411330, Top1S: 66.455193, Top1T: 66.693100Best acc: 66.693100 Train:epoch: 86, loss@min: 0.859988, loss@max: 1.109573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.418524, LT: 1.411180, Top1S: 66.534492, Top1T: 66.745964Best acc: 66.745964 Train:epoch: 87, loss@min: 0.820889, loss@max: 1.100726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.418437, LT: 1.410957, Top1S: 66.534492, Top1T: 66.719528 Train:epoch: 88, loss@min: 0.820713, loss@max: 1.097597, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.418345, LT: 1.410781, Top1S: 66.560928, Top1T: 66.693100 Train:epoch: 89, loss@min: 0.822763, loss@max: 1.101178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.418192, LT: 1.410679, Top1S: 66.587364, Top1T: 66.666664 Train:epoch: 90, loss@min: 0.889219, loss@max: 1.117502, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 90, LS: 1.418463, LT: 1.411016, Top1S: 66.613792, Top1T: 66.772400Best acc: 66.772400 Train:epoch: 91, loss@min: 0.817430, loss@max: 1.098292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.418799, LT: 1.411317, Top1S: 66.534492, Top1T: 66.745964 Train:epoch: 92, loss@min: 0.821752, loss@max: 1.098196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.419149, LT: 1.411633, Top1S: 66.534492, Top1T: 66.772400 Train:epoch: 93, loss@min: 0.827454, loss@max: 1.103510, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Sep 5 15:02:49 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.320891, loss@max: 1.568392, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.750888, loss@max: 1.554415, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.972898, loss@max: 1.462489, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.789528, loss@max: 1.514277, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.273745, loss@max: 1.452086, Top1S acc: 100.000000, Top1T acc: 82.178215 Train:epoch: 6, loss@min: 2.110420, loss@max: 1.489211, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.039999, loss@max: 1.526476, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.665691, loss@max: 1.480191, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.266263, loss@max: 1.416656, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.368747, loss@max: 1.486801, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.377081, loss@max: 1.504708, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.216486, loss@max: 1.492220, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.054499, loss@max: 1.438862, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.994748, loss@max: 1.422481, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.098489, loss@max: 1.431219, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.034765, loss@max: 1.407702, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.047285, loss@max: 1.371406, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.022261, loss@max: 1.375747, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.953058, loss@max: 1.335125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.037067, loss@max: 1.355534, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.953561, loss@max: 1.315609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.954518, loss@max: 1.302059, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.971621, loss@max: 1.310998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.026827, loss@max: 1.339261, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.946457, loss@max: 1.299140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968422, loss@max: 1.316292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.996612, loss@max: 1.328106, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.001244, loss@max: 1.322903, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.026691, loss@max: 1.348910, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.958140, loss@max: 1.315200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.999978, loss@max: 1.333121, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.946182, loss@max: 1.308376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.950758, loss@max: 1.312356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.969555, loss@max: 1.327047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968930, loss@max: 1.326429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.988204, loss@max: 1.331957, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.967534, loss@max: 1.324697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.953357, loss@max: 1.325461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.956015, loss@max: 1.332163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.943983, loss@max: 1.333790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.951390, loss@max: 1.336738, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.967725, loss@max: 1.346414, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.958611, loss@max: 1.335062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.954646, loss@max: 1.345433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.000560, loss@max: 1.366985, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.949113, loss@max: 1.343919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.031331, loss@max: 1.392285, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.948149, loss@max: 1.347658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944049, loss@max: 1.353319, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.946341, loss@max: 1.351877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.954298, loss@max: 1.360769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.944107, loss@max: 1.360252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.945897, loss@max: 1.352769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.950361, loss@max: 1.360460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.949609, loss@max: 1.350042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948351, loss@max: 1.352239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945121, loss@max: 1.361792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.945959, loss@max: 1.357581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.966259, loss@max: 1.369471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.951075, loss@max: 1.364513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.946760, loss@max: 1.357129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.950510, loss@max: 1.357026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.955136, loss@max: 1.368684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949283, loss@max: 1.360848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.951381, loss@max: 1.354237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947428, loss@max: 1.361160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.948733, loss@max: 1.363369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.949671, loss@max: 1.357079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956730, loss@max: 1.359917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.959209, loss@max: 1.375402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.952304, loss@max: 1.361617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.954070, loss@max: 1.359717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.958495, loss@max: 1.361422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.014333, loss@max: 1.374553, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.957233, loss@max: 1.364527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955480, loss@max: 1.376162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.964327, loss@max: 1.379301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.947124, loss@max: 1.363472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954023, loss@max: 1.375484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.944872, loss@max: 1.366049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.440321, LT: 1.431874, Top1S: 66.851700, Top1T: 66.983871Best acc: 66.983871 Train:epoch: 81, loss@min: 0.953169, loss@max: 1.366224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.440139, LT: 1.432173, Top1S: 66.851700, Top1T: 67.010307Best acc: 67.010307 Train:epoch: 82, loss@min: 0.952454, loss@max: 1.363616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.439967, LT: 1.432313, Top1S: 66.904572, Top1T: 67.089607Best acc: 67.089607 Train:epoch: 83, loss@min: 0.947562, loss@max: 1.359827, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.440039, LT: 1.432376, Top1S: 67.010307, Top1T: 67.036743 Train:epoch: 84, loss@min: 0.957170, loss@max: 1.363112, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.440272, LT: 1.432362, Top1S: 66.983871, Top1T: 67.063171 Train:epoch: 85, loss@min: 0.950896, loss@max: 1.363972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.440719, LT: 1.432433, Top1S: 66.983871, Top1T: 67.089607 Train:epoch: 86, loss@min: 0.981579, loss@max: 1.386865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.440909, LT: 1.432341, Top1S: 66.983871, Top1T: 67.116043Best acc: 67.116043 Train:epoch: 87, loss@min: 0.950783, loss@max: 1.362648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.441194, LT: 1.432161, Top1S: 67.036743, Top1T: 67.089607 Train:epoch: 88, loss@min: 0.950454, loss@max: 1.359345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.441436, LT: 1.432070, Top1S: 67.063171, Top1T: 67.089607 Train:epoch: 89, loss@min: 0.952943, loss@max: 1.364507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.441525, LT: 1.432094, Top1S: 67.036743, Top1T: 67.036743 Train:epoch: 90, loss@min: 1.018007, loss@max: 1.394645, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 90, LS: 1.442102, LT: 1.432620, Top1S: 66.904572, Top1T: 66.983871 Train:epoch: 91, loss@min: 0.947753, loss@max: 1.358553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.442616, LT: 1.433152, Top1S: 66.983871, Top1T: 66.983871 Train:epoch: 92, loss@min: 0.949476, loss@max: 1.363373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.443207, LT: 1.433656, Top1S: 66.983871, Top1T: 66.957436 Train:epoch: 93, loss@min: 0.952833, loss@max: 1.369651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.443666, LT: 1.434136, Top1S: 66.983871, Top1T: 66.825272 Train:epoch: 94, loss@min: 0.949067, loss@max: 1.366678, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.444083, LT: 1.434768, Top1S: 66.904572, Top1T: 66.825272 Train:epoch: 95, loss@min: 0.948245, loss@max: 1.362357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.444482, LT: 1.435422, Top1S: 66.931007, Top1T: 66.798836 Train:epoch: 96, loss@min: 0.952684, loss@max: 1.371602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.444904, LT: 1.436026, Top1S: 66.983871, Top1T: 66.851700 Train:epoch: 97, loss@min: 0.950034, loss@max: 1.368661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.445169, LT: 1.436460, Top1S: 66.983871, Top1T: 66.851700 Train:epoch: 98, loss@min: 0.948780, loss@max: 1.363643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.445475, LT: 1.436827, Top1S: 66.983871, Top1T: 66.851700 Train:epoch: 99, loss@min: 0.951293, loss@max: 1.367831, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.445806, LT: 1.437176, Top1S: 66.983871, Top1T: 66.825272 Train:epoch: 100, loss@min: 0.949727, loss@max: 1.364697, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Sep 5 15:19:46 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.322172, loss@max: 2.338317, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.751165, loss@max: 2.295780, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 3.007118, loss@max: 2.107815, Top1S acc: 100.000000, Top1T acc: 74.257423 Train:epoch: 4, loss@min: 2.818234, loss@max: 2.132916, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.326649, loss@max: 1.979781, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 6, loss@min: 2.145802, loss@max: 1.987704, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.071803, loss@max: 1.978740, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.703390, loss@max: 1.875111, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 9, loss@min: 1.318927, loss@max: 1.753290, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.425606, loss@max: 1.802755, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.433933, loss@max: 1.763767, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 12, loss@min: 1.278632, loss@max: 1.726342, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.129907, loss@max: 1.621148, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 1.058959, loss@max: 1.582677, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.170554, loss@max: 1.584052, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.083790, loss@max: 1.559413, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.100714, loss@max: 1.506340, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.045608, loss@max: 1.513536, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.976666, loss@max: 1.463652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.055496, loss@max: 1.484026, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.977711, loss@max: 1.431378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.974830, loss@max: 1.411214, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.990829, loss@max: 1.418245, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.047317, loss@max: 1.434836, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.972351, loss@max: 1.383842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.986137, loss@max: 1.398391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.009707, loss@max: 1.405262, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.020997, loss@max: 1.391454, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.043236, loss@max: 1.422743, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.972146, loss@max: 1.378594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.012422, loss@max: 1.393699, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.961021, loss@max: 1.365330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.963912, loss@max: 1.365850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.974064, loss@max: 1.380202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.977220, loss@max: 1.378591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.991409, loss@max: 1.380637, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.969337, loss@max: 1.369812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.962120, loss@max: 1.362964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.958630, loss@max: 1.373783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.949458, loss@max: 1.370379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.955748, loss@max: 1.372755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.968940, loss@max: 1.382498, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.963490, loss@max: 1.363563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.961491, loss@max: 1.369443, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.009563, loss@max: 1.389154, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.951694, loss@max: 1.368680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.034377, loss@max: 1.411177, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.949710, loss@max: 1.369641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945010, loss@max: 1.375007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.944147, loss@max: 1.374399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.952454, loss@max: 1.380645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.943982, loss@max: 1.377627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.944150, loss@max: 1.370921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.951027, loss@max: 1.374592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.959741, loss@max: 1.355967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.954747, loss@max: 1.359210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.952753, loss@max: 1.365910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.952382, loss@max: 1.362617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.968721, loss@max: 1.375339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.952928, loss@max: 1.370891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.946119, loss@max: 1.366451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.948801, loss@max: 1.366578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.953303, loss@max: 1.376204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949105, loss@max: 1.368082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.949826, loss@max: 1.362761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.948810, loss@max: 1.366331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.952462, loss@max: 1.363972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.952420, loss@max: 1.358186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956739, loss@max: 1.364687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.958354, loss@max: 1.376212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.951891, loss@max: 1.364296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.954273, loss@max: 1.361857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.959324, loss@max: 1.361209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.010981, loss@max: 1.377437, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.953296, loss@max: 1.368551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.953737, loss@max: 1.376518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.963398, loss@max: 1.378444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.948057, loss@max: 1.364256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954015, loss@max: 1.374996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.946606, loss@max: 1.364867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.471512, LT: 1.461719, Top1S: 66.666664, Top1T: 66.825272Best acc: 66.825272 Train:epoch: 81, loss@min: 0.954212, loss@max: 1.365788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.471275, LT: 1.461820, Top1S: 66.719528, Top1T: 66.851700Best acc: 66.851700 Train:epoch: 82, loss@min: 0.951707, loss@max: 1.363531, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.471056, LT: 1.461799, Top1S: 66.904572, Top1T: 66.931007Best acc: 66.931007 Train:epoch: 83, loss@min: 0.946608, loss@max: 1.361424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.471028, LT: 1.461743, Top1S: 66.957436, Top1T: 66.957436Best acc: 66.957436 Train:epoch: 84, loss@min: 0.955863, loss@max: 1.362983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.471165, LT: 1.461616, Top1S: 66.904572, Top1T: 67.010307Best acc: 67.010307 Train:epoch: 85, loss@min: 0.952407, loss@max: 1.362008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.471480, LT: 1.461545, Top1S: 66.904572, Top1T: 66.957436 Train:epoch: 86, loss@min: 0.977053, loss@max: 1.388803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.471454, LT: 1.461343, Top1S: 67.010307, Top1T: 67.063171Best acc: 67.063171 Train:epoch: 87, loss@min: 0.948854, loss@max: 1.365239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.471415, LT: 1.461076, Top1S: 66.957436, Top1T: 67.089607Best acc: 67.089607 Train:epoch: 88, loss@min: 0.949558, loss@max: 1.359818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.471347, LT: 1.460882, Top1S: 66.957436, Top1T: 67.116043Best acc: 67.116043 Train:epoch: 89, loss@min: 0.949416, loss@max: 1.365869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.471162, LT: 1.460786, Top1S: 66.957436, Top1T: 67.116043 Train:epoch: 90, loss@min: 1.014807, loss@max: 1.395226, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 90, LS: 1.471555, LT: 1.461248, Top1S: 66.931007, Top1T: 67.142479Best acc: 67.142479 Train:epoch: 91, loss@min: 0.947269, loss@max: 1.358987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.471910, LT: 1.461694, Top1S: 66.983871, Top1T: 67.089607 Train:epoch: 92, loss@min: 0.950281, loss@max: 1.360711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.472397, LT: 1.462100, Top1S: 66.983871, Top1T: 67.063171 Train:epoch: 93, loss@min: 0.952723, loss@max: 1.369532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.472804, LT: 1.462426, Top1S: 66.957436, Top1T: 67.036743 Train:epoch: 94, loss@min: 0.948222, loss@max: 1.366015, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.473249, LT: 1.462895, Top1S: 66.931007, Top1T: 67.036743 Train:epoch: 95, loss@min: 0.948966, loss@max: 1.361082, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.473662, LT: 1.463392, Top1S: 66.957436, Top1T: 67.089607 Train:epoch: 96, loss@min: 0.951937, loss@max: 1.370225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.474058, LT: 1.463874, Top1S: 67.010307, Top1T: 67.089607 Train:epoch: 97, loss@min: 0.950979, loss@max: 1.365270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.474206, LT: 1.464267, Top1S: 66.983871, Top1T: 67.036743 Train:epoch: 98, loss@min: 0.947840, loss@max: 1.363349, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.474396, LT: 1.464612, Top1S: 66.957436, Top1T: 67.010307 Train:epoch: 99, loss@min: 0.951451, loss@max: 1.365920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.474624, LT: 1.464965, Top1S: 66.957436, Top1T: 66.983871 Train:epoch: 100, loss@min: 0.949041, loss@max: 1.364083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.474889, LT: 1.465372, Top1S: 66.957436, Top1T: 67.010307 Train:epoch: 101, loss@min: 0.953001, loss@max: 1.355207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.475087, LT: 1.465812, Top1S: 66.983871, Top1T: 67.036743 Train:epoch: 102, loss@min: 0.954441, loss@max: 1.361998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.475066, LT: 1.466015, Top1S: 67.036743, Top1T: 67.010307 Train:epoch: 103, loss@min: 0.946974, loss@max: 1.363410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.474995, LT: 1.466205, Top1S: 67.063171, Top1T: 67.010307 Train:epoch: 104, loss@min: 0.959784, loss@max: 1.370235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.474947, LT: 1.466304, Top1S: 67.063171, Top1T: 66.957436 Train:epoch: 105, loss@min: 0.948911, loss@max: 1.362794, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.474958, LT: 1.466346, Top1S: 67.089607, Top1T: 66.957436 Train:epoch: 106, loss@min: 0.955373, loss@max: 1.371226, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 15:57:11 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.634609, loss@max: 0.945235, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.743750, loss@max: 1.149393, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.313342, loss@max: 1.175620, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 4, loss@min: 1.184456, loss@max: 1.239919, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.070056, loss@max: 1.266561, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 6, loss@min: 0.940180, loss@max: 1.287833, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.889888, loss@max: 1.300336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.949221, loss@max: 1.341193, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.829804, loss@max: 1.324348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.816793, loss@max: 1.311773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.877389, loss@max: 1.335074, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.884440, loss@max: 1.329681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.930983, loss@max: 1.330441, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.939899, loss@max: 1.307786, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 0.897681, loss@max: 1.255894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.967372, loss@max: 1.262767, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.958512, loss@max: 1.242439, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.017530, loss@max: 1.241830, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.965143, loss@max: 1.238788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.967319, loss@max: 1.236023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.978661, loss@max: 1.237558, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 0.993481, loss@max: 1.251972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.972387, loss@max: 1.238818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.002640, loss@max: 1.262389, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 0.954630, loss@max: 1.259253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.944034, loss@max: 1.280866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.940563, loss@max: 1.273972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.954436, loss@max: 1.299605, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.930318, loss@max: 1.294022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.932987, loss@max: 1.314788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.951204, loss@max: 1.330352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.922831, loss@max: 1.322405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.935987, loss@max: 1.328925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.930733, loss@max: 1.323121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.946902, loss@max: 1.334102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.953729, loss@max: 1.332518, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 0.943228, loss@max: 1.324175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.929313, loss@max: 1.329348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.939170, loss@max: 1.340772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.945653, loss@max: 1.344425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.033213, loss@max: 1.371475, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.942340, loss@max: 1.329714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.954922, loss@max: 1.341009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.940657, loss@max: 1.332201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.939856, loss@max: 1.340774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.975689, loss@max: 1.345795, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.938900, loss@max: 1.337312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.945289, loss@max: 1.339753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.953891, loss@max: 1.335336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.943648, loss@max: 1.339394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.966653, loss@max: 1.347620, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 52, loss@min: 0.952345, loss@max: 1.353850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.942887, loss@max: 1.343667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.946732, loss@max: 1.350093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.954691, loss@max: 1.358128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948951, loss@max: 1.343376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945145, loss@max: 1.349131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.957780, loss@max: 1.362338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.944931, loss@max: 1.351185, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.942029, loss@max: 1.358363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.944107, loss@max: 1.355517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.945253, loss@max: 1.354507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.940811, loss@max: 1.355904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.945043, loss@max: 1.353837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946727, loss@max: 1.353307, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.987522, loss@max: 1.367218, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.948671, loss@max: 1.354232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.950109, loss@max: 1.348701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.953491, loss@max: 1.357773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.944126, loss@max: 1.361328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.950599, loss@max: 1.364438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.965452, loss@max: 1.366842, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 73, loss@min: 0.947164, loss@max: 1.352733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.946150, loss@max: 1.354415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.940961, loss@max: 1.363678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.942877, loss@max: 1.361599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.942306, loss@max: 1.358217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.946738, loss@max: 1.356759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.943743, loss@max: 1.356666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.951514, loss@max: 1.356841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.948142, loss@max: 1.352358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.946939, loss@max: 1.354438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.947136, loss@max: 1.352756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.945710, loss@max: 1.354869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.947254, loss@max: 1.354857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.947576, loss@max: 1.358333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.946502, loss@max: 1.362484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.942509, loss@max: 1.362610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.943818, loss@max: 1.367781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.954314, loss@max: 1.369948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.943426, loss@max: 1.359294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.947593, loss@max: 1.356708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.947519, loss@max: 1.355112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.950149, loss@max: 1.365310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.950340, loss@max: 1.360852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.948796, loss@max: 1.358932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.946817, loss@max: 1.356831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.958743, loss@max: 1.362435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.949044, loss@max: 1.353986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.945263, loss@max: 1.358891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.427417, LT: 0.430192, Top1S: 89.208923, Top1T: 89.249496Best acc: 89.249496 Train:epoch: 101, loss@min: 0.943446, loss@max: 1.360399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.427519, LT: 0.430313, Top1S: 89.208923, Top1T: 89.290062Best acc: 89.290062 Train:epoch: 102, loss@min: 0.945409, loss@max: 1.356546, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.427596, LT: 0.430418, Top1S: 89.208923, Top1T: 89.290062 Train:epoch: 103, loss@min: 0.946168, loss@max: 1.355809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.427658, LT: 0.430515, Top1S: 89.249496, Top1T: 89.330627Best acc: 89.330627 Train:epoch: 104, loss@min: 0.950212, loss@max: 1.361955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.427680, LT: 0.430595, Top1S: 89.249496, Top1T: 89.330627 Train:epoch: 105, loss@min: 0.947182, loss@max: 1.355343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.427726, LT: 0.430668, Top1S: 89.168358, Top1T: 89.330627 Train:epoch: 106, loss@min: 0.947745, loss@max: 1.358861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.427773, LT: 0.430760, Top1S: 89.168358, Top1T: 89.330627 Train:epoch: 107, loss@min: 0.943805, loss@max: 1.358047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.427805, LT: 0.430853, Top1S: 89.168358, Top1T: 89.290062 Train:epoch: 108, loss@min: 0.944848, loss@max: 1.358236, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.427830, LT: 0.430937, Top1S: 89.168358, Top1T: 89.290062 Train:epoch: 109, loss@min: 0.944498, loss@max: 1.362853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.427811, LT: 0.431006, Top1S: 89.208923, Top1T: 89.208923 Train:epoch: 110, loss@min: 0.945488, loss@max: 1.359483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.427804, LT: 0.431028, Top1S: 89.168358, Top1T: 89.208923 Train:epoch: 111, loss@min: 0.944303, loss@max: 1.360665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.427782, LT: 0.431016, Top1S: 89.168358, Top1T: 89.208923 Train:epoch: 112, loss@min: 0.947864, loss@max: 1.356477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.427784, LT: 0.430980, Top1S: 89.208923, Top1T: 89.208923 Train:epoch: 113, loss@min: 0.946601, loss@max: 1.356380, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.427805, LT: 0.430931, Top1S: 89.208923, Top1T: 89.208923 Train:epoch: 114, loss@min: 0.946847, loss@max: 1.358274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.427825, LT: 0.430851, Top1S: 89.208923, Top1T: 89.208923 Train:epoch: 115, loss@min: 0.946253, loss@max: 1.356928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.427819, LT: 0.430781, Top1S: 89.208923, Top1T: 89.208923 Train:epoch: 116, loss@min: 0.945482, loss@max: 1.365053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.427786, LT: 0.430748, Top1S: 89.168358, Top1T: 89.208923 Train:epoch: 117, loss@min: 0.946659, loss@max: 1.360347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.427743, LT: 0.430727, Top1S: 89.168358, Top1T: 89.208923 Train:epoch: 118, loss@min: 0.943358, loss@max: 1.359731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.427698, LT: 0.430714, Top1S: 89.168358, Top1T: 89.208923 Train:epoch: 119, loss@min: 0.945430, loss@max: 1.357133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.427666, LT: 0.430701, Top1S: 89.208923, Top1T: 89.208923 Train:epoch: 120, loss@min: 0.963828, loss@max: 1.367172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.427634, LT: 0.430683, Top1S: 89.249496, Top1T: 89.208923 Train:epoch: 121, loss@min: 0.956704, loss@max: 1.368406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.427589, LT: 0.430630, Top1S: 89.249496, Top1T: 89.208923 Train:epoch: 122, loss@min: 0.946174, loss@max: 1.358228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.427557, LT: 0.430574, Top1S: 89.249496, Top1T: 89.208923 Train:epoch: 123, loss@min: 0.942244, loss@max: 1.360810, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.427532, LT: 0.430516, Top1S: 89.208923, Top1T: 89.208923 Train:epoch: 124, loss@min: 0.945903, loss@max: 1.357949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.427507, LT: 0.430456, Top1S: 89.208923, Top1T: 89.208923 Train:epoch: 125, loss@min: 0.945762, loss@max: 1.361350, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.427493, LT: 0.430411, Top1S: 89.208923, Top1T: 89.208923 Train:epoch: 126, loss@min: 0.947334, loss@max: 1.357934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.427488, LT: 0.430370, Top1S: 89.168358, Top1T: 89.208923 Train:epoch: 127, loss@min: 0.941959, loss@max: 1.362697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.427466, LT: 0.430343, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 128, loss@min: 0.943595, loss@max: 1.359001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.427443, LT: 0.430321, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 129, loss@min: 0.946494, loss@max: 1.358279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.427420, LT: 0.430300, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 130, loss@min: 0.946369, loss@max: 1.356276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.427394, LT: 0.430288, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 131, loss@min: 0.951727, loss@max: 1.365486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.427390, LT: 0.430302, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 132, loss@min: 0.950439, loss@max: 1.358748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.427380, LT: 0.430307, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 133, loss@min: 0.953468, loss@max: 1.365971, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.427375, LT: 0.430307, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 134, loss@min: 0.944748, loss@max: 1.360652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.427370, LT: 0.430305, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 135, loss@min: 0.946338, loss@max: 1.354774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.427363, LT: 0.430306, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 136, loss@min: 0.947385, loss@max: 1.355540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.427354, LT: 0.430312, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 137, loss@min: 0.944803, loss@max: 1.359576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.427348, LT: 0.430317, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 138, loss@min: 0.946610, loss@max: 1.355576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.427346, LT: 0.430319, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 139, loss@min: 0.947708, loss@max: 1.359475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.427348, LT: 0.430319, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 140, loss@min: 0.949685, loss@max: 1.358012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.427348, LT: 0.430318, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 141, loss@min: 0.948327, loss@max: 1.363691, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.427349, LT: 0.430317, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 142, loss@min: 0.945127, loss@max: 1.361150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.427352, LT: 0.430317, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 143, loss@min: 0.946400, loss@max: 1.355950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.427354, LT: 0.430317, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 144, loss@min: 0.946919, loss@max: 1.366136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.427354, LT: 0.430318, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 145, loss@min: 0.945914, loss@max: 1.355840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.427354, LT: 0.430319, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 146, loss@min: 0.947651, loss@max: 1.355424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.427353, LT: 0.430319, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 147, loss@min: 0.944524, loss@max: 1.357083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.427353, LT: 0.430319, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 148, loss@min: 0.945297, loss@max: 1.357564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.427353, LT: 0.430319, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 149, loss@min: 0.944386, loss@max: 1.358847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.427353, LT: 0.430319, Top1S: 89.127792, Top1T: 89.208923 Train:epoch: 150, loss@min: 0.946204, loss@max: 1.356913, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 90} ------------------------------------------- Tue Sep 5 16:26:45 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.213869, loss@max: 2.002997, Top1S acc: 100.000000, Top1T acc: 38.297867 Train:epoch: 2, loss@min: 5.133727, loss@max: 1.840819, Top1S acc: 100.000000, Top1T acc: 46.808510 Train:epoch: 3, loss@min: 4.556181, loss@max: 1.793461, Top1S acc: 100.000000, Top1T acc: 51.063828 Train:epoch: 4, loss@min: 3.768661, loss@max: 1.693912, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 5, loss@min: 3.411064, loss@max: 1.687308, Top1S acc: 100.000000, Top1T acc: 65.957443 Train:epoch: 6, loss@min: 2.843265, loss@max: 1.633273, Top1S acc: 100.000000, Top1T acc: 72.340424 Train:epoch: 7, loss@min: 2.494901, loss@max: 1.609474, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 8, loss@min: 2.148549, loss@max: 1.573821, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 9, loss@min: 1.921761, loss@max: 1.570783, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 10, loss@min: 1.693486, loss@max: 1.556997, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 11, loss@min: 1.420844, loss@max: 1.517973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.367785, loss@max: 1.550750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.203537, loss@max: 1.507788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.131121, loss@max: 1.501461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.037326, loss@max: 1.473253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.966836, loss@max: 1.436815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.955378, loss@max: 1.429845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.938924, loss@max: 1.412248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.927793, loss@max: 1.385534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.943236, loss@max: 1.372915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.946776, loss@max: 1.354650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.937239, loss@max: 1.326353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.942172, loss@max: 1.323429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.958853, loss@max: 1.321687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.954286, loss@max: 1.320592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.950750, loss@max: 1.302681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.972493, loss@max: 1.305258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.962378, loss@max: 1.303926, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.952156, loss@max: 1.307309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.952391, loss@max: 1.301405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.959375, loss@max: 1.315744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.961539, loss@max: 1.320707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.948328, loss@max: 1.308753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.948721, loss@max: 1.315284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940597, loss@max: 1.321737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.950995, loss@max: 1.323464, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.952173, loss@max: 1.320992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.958774, loss@max: 1.320186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.984645, loss@max: 1.339997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.955512, loss@max: 1.322460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.955030, loss@max: 1.328939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.949775, loss@max: 1.327796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.948232, loss@max: 1.338107, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.944598, loss@max: 1.336972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.945143, loss@max: 1.338525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.942577, loss@max: 1.343667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.939078, loss@max: 1.345667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.943002, loss@max: 1.340135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.941388, loss@max: 1.349003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.944874, loss@max: 1.345643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.944577, loss@max: 1.349321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.946979, loss@max: 1.348684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.943225, loss@max: 1.349498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.938606, loss@max: 1.356346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.937875, loss@max: 1.362240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.940381, loss@max: 1.355023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.940181, loss@max: 1.364067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.941394, loss@max: 1.357469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.946537, loss@max: 1.354432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.947675, loss@max: 1.352652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.949770, loss@max: 1.351108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.950437, loss@max: 1.348849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.944920, loss@max: 1.360174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.947208, loss@max: 1.355870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.948499, loss@max: 1.354224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.945983, loss@max: 1.361181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.949146, loss@max: 1.355797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.950992, loss@max: 1.357194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.944708, loss@max: 1.357409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.946300, loss@max: 1.357560, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.948331, loss@max: 1.356358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.947257, loss@max: 1.360452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.942333, loss@max: 1.362605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.944423, loss@max: 1.360292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.951603, loss@max: 1.355173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.950536, loss@max: 1.358949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.951097, loss@max: 1.361482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.948567, loss@max: 1.357677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.950315, loss@max: 1.357982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.950756, loss@max: 1.353825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.948579, loss@max: 1.358085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.948496, loss@max: 1.358860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.947360, loss@max: 1.363119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.945186, loss@max: 1.360146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.946310, loss@max: 1.361710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.943692, loss@max: 1.366885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.945201, loss@max: 1.362507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.949068, loss@max: 1.362332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.946860, loss@max: 1.361860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.945740, loss@max: 1.362309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.994934, LT: 2.003636, Top1S: 51.359337, Top1T: 50.295509Best acc: 51.359337 Train:epoch: 91, loss@min: 0.946878, loss@max: 1.366506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.995438, LT: 2.003888, Top1S: 51.359337, Top1T: 50.295509 Train:epoch: 92, loss@min: 0.946975, loss@max: 1.361498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.995926, LT: 2.004089, Top1S: 51.359337, Top1T: 50.295509 Train:epoch: 93, loss@min: 0.952826, loss@max: 1.363763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.996389, LT: 2.004366, Top1S: 51.359337, Top1T: 50.295509 Train:epoch: 94, loss@min: 0.946729, loss@max: 1.359086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.996793, LT: 2.004664, Top1S: 51.477543, Top1T: 50.354610Best acc: 51.477543 Train:epoch: 95, loss@min: 0.947777, loss@max: 1.362338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.997076, LT: 2.004992, Top1S: 51.536644, Top1T: 50.354610Best acc: 51.536644 Train:epoch: 96, loss@min: 0.945447, loss@max: 1.362922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.997384, LT: 2.005352, Top1S: 51.477543, Top1T: 50.354610 Train:epoch: 97, loss@min: 0.947117, loss@max: 1.363110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.997615, LT: 2.005703, Top1S: 51.477543, Top1T: 50.354610 Train:epoch: 98, loss@min: 0.950778, loss@max: 1.359335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.997797, LT: 2.006008, Top1S: 51.477543, Top1T: 50.354610 Train:epoch: 99, loss@min: 0.951195, loss@max: 1.359037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.997851, LT: 2.006271, Top1S: 51.477543, Top1T: 50.354610 Train:epoch: 100, loss@min: 0.950032, loss@max: 1.358790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.997922, LT: 2.006425, Top1S: 51.418438, Top1T: 50.354610 Train:epoch: 101, loss@min: 0.946556, loss@max: 1.361240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.998083, LT: 2.006539, Top1S: 51.359337, Top1T: 50.354610 Train:epoch: 102, loss@min: 0.945712, loss@max: 1.361102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.998303, LT: 2.006623, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 103, loss@min: 0.946930, loss@max: 1.361841, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.998574, LT: 2.006682, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 104, loss@min: 0.945971, loss@max: 1.362393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.998869, LT: 2.006757, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 105, loss@min: 0.943742, loss@max: 1.364458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.999075, LT: 2.006868, Top1S: 51.418438, Top1T: 50.413712 Train:epoch: 106, loss@min: 0.942877, loss@max: 1.365208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.999221, LT: 2.007011, Top1S: 51.418438, Top1T: 50.413712 Train:epoch: 107, loss@min: 0.946612, loss@max: 1.364374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.999312, LT: 2.007191, Top1S: 51.477543, Top1T: 50.413712 Train:epoch: 108, loss@min: 0.947695, loss@max: 1.362443, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.999374, LT: 2.007410, Top1S: 51.477543, Top1T: 50.413712 Train:epoch: 109, loss@min: 0.947545, loss@max: 1.362705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.999440, LT: 2.007628, Top1S: 51.477543, Top1T: 50.413712 Train:epoch: 110, loss@min: 0.948645, loss@max: 1.363062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.999479, LT: 2.007832, Top1S: 51.418438, Top1T: 50.413712 Train:epoch: 111, loss@min: 0.950479, loss@max: 1.359663, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.999501, LT: 2.007975, Top1S: 51.359337, Top1T: 50.413712 Train:epoch: 112, loss@min: 0.948826, loss@max: 1.359513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.999546, LT: 2.008077, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 113, loss@min: 0.950386, loss@max: 1.361279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.999564, LT: 2.008165, Top1S: 51.300236, Top1T: 50.413712 Train:epoch: 114, loss@min: 0.948555, loss@max: 1.361337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.999600, LT: 2.008235, Top1S: 51.300236, Top1T: 50.472813 Train:epoch: 115, loss@min: 0.947921, loss@max: 1.361550, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 87} ------------------------------------------- Tue Sep 5 16:38:42 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.596581, loss@max: 1.352506, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.979572, loss@max: 1.588982, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.610517, loss@max: 1.382730, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.493282, loss@max: 1.492908, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.430361, loss@max: 1.605303, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.018292, loss@max: 1.609339, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.841846, loss@max: 1.669098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.440440, loss@max: 1.613750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.220171, loss@max: 1.601129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.189760, loss@max: 1.613349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.111790, loss@max: 1.599034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.065788, loss@max: 1.543674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.118349, loss@max: 1.533600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.169200, loss@max: 1.508260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.085217, loss@max: 1.446182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.100679, loss@max: 1.418566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.069278, loss@max: 1.347007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.090083, loss@max: 1.344081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.072531, loss@max: 1.288487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.016550, loss@max: 1.255503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.113903, loss@max: 1.303383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.043656, loss@max: 1.263246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.024734, loss@max: 1.276324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.063233, loss@max: 1.291228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.021602, loss@max: 1.275742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.972530, loss@max: 1.273420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.009453, loss@max: 1.311636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.967600, loss@max: 1.295832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.952024, loss@max: 1.321069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.956156, loss@max: 1.319205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.938476, loss@max: 1.333388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.002571, loss@max: 1.386477, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.938726, loss@max: 1.354882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.933727, loss@max: 1.340993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.949010, loss@max: 1.360299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.947342, loss@max: 1.361565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.941392, loss@max: 1.383374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.919874, loss@max: 1.350978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.949219, loss@max: 1.373820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.954312, loss@max: 1.374893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.944473, loss@max: 1.333660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.954188, loss@max: 1.342857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.991839, loss@max: 1.357779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.975102, loss@max: 1.344630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.951169, loss@max: 1.336889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.984049, loss@max: 1.373446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.958386, loss@max: 1.358047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.958159, loss@max: 1.365697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.958202, loss@max: 1.364244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.945412, loss@max: 1.352141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.949370, loss@max: 1.342480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.955983, loss@max: 1.347505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.959204, loss@max: 1.339493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.953529, loss@max: 1.341247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.953445, loss@max: 1.350297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.955139, loss@max: 1.370679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.938645, loss@max: 1.368072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.946744, loss@max: 1.362976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.964572, loss@max: 1.388386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.943246, loss@max: 1.370838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.943940, loss@max: 1.365329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.957889, loss@max: 1.378029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.950143, loss@max: 1.353811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.947385, loss@max: 1.353288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.943225, loss@max: 1.364391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.941411, loss@max: 1.362951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.959652, loss@max: 1.379959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.946260, loss@max: 1.362911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.951673, loss@max: 1.358252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.962576, loss@max: 1.361489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.957300, loss@max: 1.350542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.955283, loss@max: 1.356637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.946859, loss@max: 1.360314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.951081, loss@max: 1.356701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.948659, loss@max: 1.365840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.954905, loss@max: 1.383283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.945923, loss@max: 1.365452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.945800, loss@max: 1.359900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.953532, loss@max: 1.362206, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.948099, loss@max: 1.364459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.951340, loss@max: 1.365577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.949065, loss@max: 1.354114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.948683, loss@max: 1.364611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.950058, loss@max: 1.361608, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.949328, loss@max: 1.358939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.945731, loss@max: 1.367775, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.950780, loss@max: 1.367757, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.844492, LT: 1.864543, Top1S: 55.074074, Top1T: 54.913582Best acc: 55.074074 Train:epoch: 88, loss@min: 0.943211, loss@max: 1.364851, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.842151, LT: 1.862714, Top1S: 55.086418, Top1T: 54.925926Best acc: 55.086418 Train:epoch: 89, loss@min: 0.945409, loss@max: 1.369457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.840797, LT: 1.861338, Top1S: 55.086418, Top1T: 54.987656 Train:epoch: 90, loss@min: 0.947762, loss@max: 1.359762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.839303, LT: 1.859984, Top1S: 55.074074, Top1T: 54.938271 Train:epoch: 91, loss@min: 0.947206, loss@max: 1.365778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.838373, LT: 1.859157, Top1S: 55.061729, Top1T: 54.950619 Train:epoch: 92, loss@min: 0.949288, loss@max: 1.365272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.837031, LT: 1.858111, Top1S: 55.049381, Top1T: 54.987656 Train:epoch: 93, loss@min: 0.948159, loss@max: 1.359361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.835915, LT: 1.856989, Top1S: 55.061729, Top1T: 54.987656 Train:epoch: 94, loss@min: 0.949794, loss@max: 1.357938, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.834316, LT: 1.855903, Top1S: 55.086418, Top1T: 55.061729 Train:epoch: 95, loss@min: 0.948420, loss@max: 1.361509, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.833540, LT: 1.855300, Top1S: 55.074074, Top1T: 55.086418 Train:epoch: 96, loss@min: 0.951943, loss@max: 1.359579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.833457, LT: 1.854803, Top1S: 55.123455, Top1T: 55.086418Best acc: 55.123455 Train:epoch: 97, loss@min: 0.947834, loss@max: 1.358419, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.833217, LT: 1.854211, Top1S: 55.148148, Top1T: 55.111111Best acc: 55.148148 Train:epoch: 98, loss@min: 0.950419, loss@max: 1.362002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.831985, LT: 1.853607, Top1S: 55.123455, Top1T: 55.172840Best acc: 55.172840 Train:epoch: 99, loss@min: 0.942052, loss@max: 1.370618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.831999, LT: 1.853110, Top1S: 55.197533, Top1T: 55.172840Best acc: 55.197533 Train:epoch: 100, loss@min: 0.945139, loss@max: 1.361588, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.831861, LT: 1.852682, Top1S: 55.209877, Top1T: 55.160492Best acc: 55.209877 Train:epoch: 101, loss@min: 0.951415, loss@max: 1.366534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.831545, LT: 1.852389, Top1S: 55.209877, Top1T: 55.148148 Train:epoch: 102, loss@min: 0.949928, loss@max: 1.361623, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.830872, LT: 1.851963, Top1S: 55.222221, Top1T: 55.160492Best acc: 55.222221 Train:epoch: 103, loss@min: 0.947134, loss@max: 1.363463, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.830513, LT: 1.851854, Top1S: 55.222221, Top1T: 55.148148 Train:epoch: 104, loss@min: 0.953781, loss@max: 1.367802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.830023, LT: 1.851651, Top1S: 55.185184, Top1T: 55.197533 Train:epoch: 105, loss@min: 0.953205, loss@max: 1.355319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.829005, LT: 1.851414, Top1S: 55.222221, Top1T: 55.197533 Train:epoch: 106, loss@min: 0.954745, loss@max: 1.358850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.828335, LT: 1.851447, Top1S: 55.246914, Top1T: 55.172840Best acc: 55.246914 Train:epoch: 107, loss@min: 0.945946, loss@max: 1.366030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.828087, LT: 1.851240, Top1S: 55.234570, Top1T: 55.160492 Train:epoch: 108, loss@min: 0.953021, loss@max: 1.359501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.827899, LT: 1.851228, Top1S: 55.246914, Top1T: 55.123455 Train:epoch: 109, loss@min: 0.946828, loss@max: 1.361892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.827807, LT: 1.851216, Top1S: 55.283951, Top1T: 55.148148Best acc: 55.283951 Train:epoch: 110, loss@min: 0.946213, loss@max: 1.367182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.827879, LT: 1.851094, Top1S: 55.259258, Top1T: 55.197533 Train:epoch: 111, loss@min: 0.943895, loss@max: 1.365196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.827870, LT: 1.850845, Top1S: 55.259258, Top1T: 55.172840 Train:epoch: 112, loss@min: 0.944072, loss@max: 1.364383, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.827863, LT: 1.850576, Top1S: 55.234570, Top1T: 55.185184 Train:epoch: 113, loss@min: 0.949284, loss@max: 1.363233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.827847, LT: 1.850458, Top1S: 55.259258, Top1T: 55.185184 Train:epoch: 114, loss@min: 0.948424, loss@max: 1.375383, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.828046, LT: 1.850346, Top1S: 55.271606, Top1T: 55.197533 Train:epoch: 115, loss@min: 0.950435, loss@max: 1.359994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.828211, LT: 1.850331, Top1S: 55.283951, Top1T: 55.172840 Train:epoch: 116, loss@min: 0.950094, loss@max: 1.368998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.828285, LT: 1.850330, Top1S: 55.296295, Top1T: 55.160492Best acc: 55.296295 Train:epoch: 117, loss@min: 0.947310, loss@max: 1.358841, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.828320, LT: 1.850254, Top1S: 55.320988, Top1T: 55.172840Best acc: 55.320988 Train:epoch: 118, loss@min: 0.946979, loss@max: 1.363053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.828334, LT: 1.850180, Top1S: 55.283951, Top1T: 55.185184 Train:epoch: 119, loss@min: 0.948798, loss@max: 1.364133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.828240, LT: 1.849948, Top1S: 55.296295, Top1T: 55.160492 Train:epoch: 120, loss@min: 0.946233, loss@max: 1.362743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.828134, LT: 1.849743, Top1S: 55.333332, Top1T: 55.185184Best acc: 55.333332 Train:epoch: 121, loss@min: 0.949239, loss@max: 1.356298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.827993, LT: 1.849569, Top1S: 55.345680, Top1T: 55.197533Best acc: 55.345680 Train:epoch: 122, loss@min: 0.944503, loss@max: 1.364697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.828013, LT: 1.849313, Top1S: 55.370369, Top1T: 55.197533Best acc: 55.370369 Train:epoch: 123, loss@min: 0.943722, loss@max: 1.365650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.828240, LT: 1.849071, Top1S: 55.370369, Top1T: 55.197533 Train:epoch: 124, loss@min: 0.949900, loss@max: 1.371139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.828233, LT: 1.848591, Top1S: 55.382717, Top1T: 55.185184Best acc: 55.382717 Train:epoch: 125, loss@min: 0.951372, loss@max: 1.363250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.828183, LT: 1.848121, Top1S: 55.382717, Top1T: 55.185184 Train:epoch: 126, loss@min: 0.951292, loss@max: 1.366121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.828267, LT: 1.847813, Top1S: 55.382717, Top1T: 55.185184 Train:epoch: 127, loss@min: 0.945810, loss@max: 1.359339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.828360, LT: 1.847550, Top1S: 55.382717, Top1T: 55.172840 Train:epoch: 128, loss@min: 0.945741, loss@max: 1.365145, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.828496, LT: 1.847461, Top1S: 55.370369, Top1T: 55.160492 Train:epoch: 129, loss@min: 0.946611, loss@max: 1.361220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.828493, LT: 1.847350, Top1S: 55.358025, Top1T: 55.148148 Train:epoch: 130, loss@min: 0.947992, loss@max: 1.358848, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.828411, LT: 1.847327, Top1S: 55.358025, Top1T: 55.148148 Train:epoch: 131, loss@min: 0.946861, loss@max: 1.366150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.828426, LT: 1.847388, Top1S: 55.358025, Top1T: 55.160492 Train:epoch: 132, loss@min: 0.956289, loss@max: 1.369357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.828470, LT: 1.847563, Top1S: 55.358025, Top1T: 55.160492 Train:epoch: 133, loss@min: 0.951443, loss@max: 1.361829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.828452, LT: 1.847674, Top1S: 55.358025, Top1T: 55.160492 Train:epoch: 134, loss@min: 0.948480, loss@max: 1.359693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.828426, LT: 1.847791, Top1S: 55.358025, Top1T: 55.160492 Train:epoch: 135, loss@min: 0.953272, loss@max: 1.369641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.828510, LT: 1.848009, Top1S: 55.358025, Top1T: 55.160492 Train:epoch: 136, loss@min: 0.950823, loss@max: 1.365794, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.828538, LT: 1.848150, Top1S: 55.358025, Top1T: 55.172840 Train:epoch: 137, loss@min: 0.952490, loss@max: 1.364734, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.828524, LT: 1.848261, Top1S: 55.370369, Top1T: 55.172840 Train:epoch: 138, loss@min: 0.950240, loss@max: 1.365709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.828537, LT: 1.848401, Top1S: 55.358025, Top1T: 55.172840 Train:epoch: 139, loss@min: 0.947490, loss@max: 1.368095, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.828569, LT: 1.848530, Top1S: 55.358025, Top1T: 55.185184 Train:epoch: 140, loss@min: 0.959779, loss@max: 1.380314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.828684, LT: 1.848722, Top1S: 55.358025, Top1T: 55.185184 Train:epoch: 141, loss@min: 0.949553, loss@max: 1.356931, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.828768, LT: 1.848861, Top1S: 55.358025, Top1T: 55.185184 Train:epoch: 142, loss@min: 0.953328, loss@max: 1.359012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.828813, LT: 1.848958, Top1S: 55.370369, Top1T: 55.185184 Train:epoch: 143, loss@min: 0.946257, loss@max: 1.371878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.828844, LT: 1.849017, Top1S: 55.370369, Top1T: 55.185184 Train:epoch: 144, loss@min: 0.953074, loss@max: 1.361352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.828863, LT: 1.849056, Top1S: 55.370369, Top1T: 55.185184 Train:epoch: 145, loss@min: 0.957751, loss@max: 1.375250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.828909, LT: 1.849114, Top1S: 55.370369, Top1T: 55.185184 Train:epoch: 146, loss@min: 0.954773, loss@max: 1.366537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.828927, LT: 1.849144, Top1S: 55.370369, Top1T: 55.185184 Train:epoch: 147, loss@min: 0.954591, loss@max: 1.375874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.828931, LT: 1.849156, Top1S: 55.370369, Top1T: 55.185184 Train:epoch: 148, loss@min: 0.949167, loss@max: 1.359522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.828931, LT: 1.849160, Top1S: 55.370369, Top1T: 55.185184 Train:epoch: 149, loss@min: 0.952593, loss@max: 1.371680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.828930, LT: 1.849160, Top1S: 55.370369, Top1T: 55.185184 Train:epoch: 150, loss@min: 0.948422, loss@max: 1.368795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.828930, LT: 1.849160, Top1S: 55.370369, Top1T: 55.185184 ------------------------------------------- Tue Sep 5 18:13:10 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 18:14:17 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.000792, loss@max: 1.520356, Top1S acc: 100.000000, Top1T acc: 64.453125 Train:epoch: 2, loss@min: 3.491490, loss@max: 1.540602, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 3, loss@min: 2.688664, loss@max: 1.448582, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 4, loss@min: 2.297734, loss@max: 1.428384, Top1S acc: 100.000000, Top1T acc: 78.515625 Train:epoch: 5, loss@min: 1.968576, loss@max: 1.421864, Top1S acc: 100.000000, Top1T acc: 85.937500 Train:epoch: 6, loss@min: 1.865677, loss@max: 1.437441, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 7, loss@min: 1.590857, loss@max: 1.429639, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 8, loss@min: 1.423453, loss@max: 1.421907, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 9, loss@min: 1.256275, loss@max: 1.416825, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 10, loss@min: 1.142523, loss@max: 1.395911, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 11, loss@min: 1.115111, loss@max: 1.381061, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 1.115452, loss@max: 1.380410, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 1.085623, loss@max: 1.358410, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 14, loss@min: 1.105798, loss@max: 1.359474, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 1.001291, loss@max: 1.302561, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 1.018679, loss@max: 1.316061, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.039862, loss@max: 1.318974, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 0.990669, loss@max: 1.304311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.965646, loss@max: 1.284120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.963623, loss@max: 1.291488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.977623, loss@max: 1.296643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.969571, loss@max: 1.309427, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.956118, loss@max: 1.301173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.968376, loss@max: 1.308502, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 0.960927, loss@max: 1.316027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.949482, loss@max: 1.305253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.953879, loss@max: 1.315472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.968738, loss@max: 1.321494, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 29, loss@min: 0.963581, loss@max: 1.325705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.951043, loss@max: 1.314235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.964591, loss@max: 1.329962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.954876, loss@max: 1.330469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.947034, loss@max: 1.333737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.949363, loss@max: 1.334386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.948629, loss@max: 1.326418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.959620, loss@max: 1.334107, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.949964, loss@max: 1.336462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.951755, loss@max: 1.339835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.941042, loss@max: 1.343345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.950751, loss@max: 1.339365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.960750, loss@max: 1.346422, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.952811, loss@max: 1.347690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.957616, loss@max: 1.345369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.952181, loss@max: 1.350422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.952214, loss@max: 1.351885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.952371, loss@max: 1.345389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.956121, loss@max: 1.353679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.951296, loss@max: 1.355594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.946175, loss@max: 1.354848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.950457, loss@max: 1.358754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.951017, loss@max: 1.352497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.946191, loss@max: 1.357377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.954724, loss@max: 1.355976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.954060, loss@max: 1.355181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.954136, loss@max: 1.369628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948642, loss@max: 1.366767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.942808, loss@max: 1.369164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.943248, loss@max: 1.364312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953630, loss@max: 1.360363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.954025, loss@max: 1.359521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.953351, loss@max: 1.359369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.951839, loss@max: 1.364340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.981280, loss@max: 1.377485, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 0.950246, loss@max: 1.374584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946348, loss@max: 1.366272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.951640, loss@max: 1.365441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.953473, loss@max: 1.360253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.953179, loss@max: 1.358685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.964162, loss@max: 1.364881, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.951289, loss@max: 1.365152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.948516, loss@max: 1.361918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953375, loss@max: 1.369675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.953090, loss@max: 1.363511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.948112, loss@max: 1.366568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.952973, loss@max: 1.365594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.950140, loss@max: 1.363484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.959628, loss@max: 1.366484, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.957282, loss@max: 1.364322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.953062, loss@max: 1.362431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.951932, loss@max: 1.367661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.948690, loss@max: 1.366996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.953047, loss@max: 1.370414, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.945813, loss@max: 1.366330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.946874, loss@max: 1.371558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.947405, loss@max: 1.365452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.949663, loss@max: 1.361913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.948703, loss@max: 1.369405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.952111, loss@max: 1.367240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.949692, loss@max: 1.368657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.969026, loss@max: 1.373018, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 91, loss@min: 0.953183, loss@max: 1.366565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.950538, loss@max: 1.365854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950093, loss@max: 1.363512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.950438, loss@max: 1.363425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.949684, loss@max: 1.368122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.947888, loss@max: 1.362339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.944897, loss@max: 1.367631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.950274, loss@max: 1.369825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.950584, loss@max: 1.367205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.948189, loss@max: 1.367490, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 19:06:02 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.000792, loss@max: 1.520356, Top1S acc: 100.000000, Top1T acc: 64.453125 Train:epoch: 2, loss@min: 3.491490, loss@max: 1.540602, Top1S acc: 100.000000, Top1T acc: 69.531250 Train:epoch: 3, loss@min: 2.688664, loss@max: 1.448582, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 4, loss@min: 2.297734, loss@max: 1.428383, Top1S acc: 100.000000, Top1T acc: 78.515625 Train:epoch: 5, loss@min: 1.968575, loss@max: 1.421864, Top1S acc: 100.000000, Top1T acc: 85.937500 Train:epoch: 6, loss@min: 1.865676, loss@max: 1.437441, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 7, loss@min: 1.590857, loss@max: 1.429639, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 8, loss@min: 1.423453, loss@max: 1.421907, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 9, loss@min: 1.256275, loss@max: 1.416825, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 10, loss@min: 1.142523, loss@max: 1.395910, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 11, loss@min: 1.115110, loss@max: 1.381062, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 12, loss@min: 1.115451, loss@max: 1.380411, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 1.085623, loss@max: 1.358410, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 14, loss@min: 1.105798, loss@max: 1.359475, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 1.001291, loss@max: 1.302561, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 1.018680, loss@max: 1.316060, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.039863, loss@max: 1.318974, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 0.990668, loss@max: 1.304312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.965645, loss@max: 1.284121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.963623, loss@max: 1.291489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.977624, loss@max: 1.296642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.969571, loss@max: 1.309426, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.956118, loss@max: 1.301173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.968377, loss@max: 1.308502, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 0.960927, loss@max: 1.316027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.949482, loss@max: 1.305253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.953879, loss@max: 1.315472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.968737, loss@max: 1.321495, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 29, loss@min: 0.963581, loss@max: 1.325705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.951043, loss@max: 1.314235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.964592, loss@max: 1.329962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.954877, loss@max: 1.330468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.947034, loss@max: 1.333737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.949362, loss@max: 1.334387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.948629, loss@max: 1.326418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.959621, loss@max: 1.334107, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.949964, loss@max: 1.336462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.951755, loss@max: 1.339835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.941042, loss@max: 1.343344, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.950750, loss@max: 1.339367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.960749, loss@max: 1.346423, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.952810, loss@max: 1.347690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.957615, loss@max: 1.345369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.952180, loss@max: 1.350422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.952214, loss@max: 1.351884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.952371, loss@max: 1.345389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.956122, loss@max: 1.353678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.951295, loss@max: 1.355595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.946175, loss@max: 1.354848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.950457, loss@max: 1.358753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.951018, loss@max: 1.352498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.946190, loss@max: 1.357378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.954723, loss@max: 1.355977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.954061, loss@max: 1.355180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.954136, loss@max: 1.369628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948641, loss@max: 1.366768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.942809, loss@max: 1.369163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.943245, loss@max: 1.364317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953630, loss@max: 1.360362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.954026, loss@max: 1.359521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.953353, loss@max: 1.359368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.951841, loss@max: 1.364338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.981281, loss@max: 1.377484, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 0.950251, loss@max: 1.374577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946350, loss@max: 1.366269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.951637, loss@max: 1.365446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.953471, loss@max: 1.360255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.953178, loss@max: 1.358686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.964162, loss@max: 1.364880, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.951291, loss@max: 1.365151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.948518, loss@max: 1.361916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953375, loss@max: 1.369674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.953088, loss@max: 1.363514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.948111, loss@max: 1.366570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.952975, loss@max: 1.365594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.950139, loss@max: 1.363485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.959628, loss@max: 1.366484, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.957280, loss@max: 1.364326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.953062, loss@max: 1.362431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.951934, loss@max: 1.367660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.948690, loss@max: 1.366996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.953050, loss@max: 1.370413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.945814, loss@max: 1.366329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.946869, loss@max: 1.371564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.947401, loss@max: 1.365456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.949662, loss@max: 1.361916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.948704, loss@max: 1.369405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.952112, loss@max: 1.367239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.949692, loss@max: 1.368655, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.969025, loss@max: 1.373019, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 91, loss@min: 0.953183, loss@max: 1.366565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.950538, loss@max: 1.365854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950090, loss@max: 1.363515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.950439, loss@max: 1.363424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.949683, loss@max: 1.368123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.947889, loss@max: 1.362338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.944894, loss@max: 1.367633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.950274, loss@max: 1.369825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.950583, loss@max: 1.367206, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.948191, loss@max: 1.367487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.676520, LT: 1.675647, Top1S: 62.775818, Top1T: 62.670021Best acc: 62.775818 Train:epoch: 101, loss@min: 0.957784, loss@max: 1.374078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.676606, LT: 1.675927, Top1S: 62.780853, Top1T: 62.644833Best acc: 62.780853 Train:epoch: 102, loss@min: 0.949620, loss@max: 1.366653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.676545, LT: 1.676178, Top1S: 62.755665, Top1T: 62.644833 Train:epoch: 103, loss@min: 0.948604, loss@max: 1.364129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.676409, LT: 1.676420, Top1S: 62.770779, Top1T: 62.664986 Train:epoch: 104, loss@min: 0.953008, loss@max: 1.360710, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "fgvc", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Tue Sep 5 20:02:01 2023 ------------------------------------------- Train:epoch: 1, loss@min: 8.854465, loss@max: 2.681639, Top1S acc: 100.000000, Top1T acc: 24.000000 Train:epoch: 2, loss@min: 8.623755, loss@max: 2.747074, Top1S acc: 100.000000, Top1T acc: 24.000000 Train:epoch: 3, loss@min: 7.757411, loss@max: 2.656598, Top1S acc: 100.000000, Top1T acc: 22.000000 Train:epoch: 4, loss@min: 7.038981, loss@max: 2.589020, Top1S acc: 100.000000, Top1T acc: 38.000000 Train:epoch: 5, loss@min: 6.674271, loss@max: 2.602094, Top1S acc: 100.000000, Top1T acc: 37.000000 Train:epoch: 6, loss@min: 5.900636, loss@max: 2.513190, Top1S acc: 100.000000, Top1T acc: 43.000000 Train:epoch: 7, loss@min: 6.002369, loss@max: 2.633017, Top1S acc: 100.000000, Top1T acc: 43.000000 Train:epoch: 8, loss@min: 5.650493, loss@max: 2.624372, 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Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.018663, loss@max: 1.448273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.013936, loss@max: 1.459339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.016411, loss@max: 1.440350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.032071, loss@max: 1.455994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.037220, loss@max: 1.455320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.050865, loss@max: 1.452182, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 64, loss@min: 1.033887, loss@max: 1.454045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.999528, loss@max: 1.424154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.012784, loss@max: 1.428363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.989841, loss@max: 1.421024, 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loss@max: 1.398711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.993226, loss@max: 1.411086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.986307, loss@max: 1.406140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.989274, loss@max: 1.419340, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 4.231178, LT: 4.196162, Top1S: 22.112211, Top1T: 22.112211Best acc: 22.112211 Train:epoch: 81, loss@min: 0.984318, loss@max: 1.414992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 4.232955, LT: 4.197734, Top1S: 22.082207, Top1T: 22.172216Best acc: 22.172216 Train:epoch: 82, loss@min: 0.980391, loss@max: 1.413453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 4.235862, LT: 4.199726, Top1S: 22.052204, Top1T: 21.962194 Train:epoch: 83, loss@min: 0.984544, loss@max: 1.421333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 4.239660, LT: 4.202634, Top1S: 21.992199, Top1T: 21.992199 Train:epoch: 84, loss@min: 0.992411, loss@max: 1.415151, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 4.242922, LT: 4.205190, Top1S: 21.992199, Top1T: 21.902189 Train:epoch: 85, loss@min: 0.979137, loss@max: 1.415532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 4.246160, LT: 4.207944, Top1S: 21.992199, Top1T: 21.842184 Train:epoch: 86, loss@min: 0.976038, loss@max: 1.403410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 4.249831, LT: 4.211366, Top1S: 22.022202, Top1T: 21.812180 Train:epoch: 87, loss@min: 0.988557, loss@max: 1.411167, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 4.253366, LT: 4.215028, Top1S: 22.082207, Top1T: 21.902189 Train:epoch: 88, loss@min: 0.986138, loss@max: 1.403957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 4.256258, LT: 4.217897, Top1S: 22.022202, Top1T: 21.902189 Train:epoch: 89, loss@min: 0.986603, loss@max: 1.408384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 4.259824, LT: 4.221185, Top1S: 22.112211, Top1T: 21.902189 Train:epoch: 90, loss@min: 0.991379, loss@max: 1.408573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 4.263244, LT: 4.224183, Top1S: 22.082207, Top1T: 21.872187 Train:epoch: 91, loss@min: 0.972399, loss@max: 1.400503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 4.266712, LT: 4.227401, Top1S: 22.142214, Top1T: 21.902189 Train:epoch: 92, loss@min: 0.977998, loss@max: 1.395438, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 4.269620, LT: 4.230078, Top1S: 22.052204, Top1T: 21.962194 Train:epoch: 93, loss@min: 0.978171, loss@max: 1.408041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 4.272874, LT: 4.233443, Top1S: 21.992199, Top1T: 21.992199 Train:epoch: 94, loss@min: 0.975891, loss@max: 1.399885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 4.275506, LT: 4.236377, Top1S: 21.992199, Top1T: 21.992199 Train:epoch: 95, loss@min: 0.978866, loss@max: 1.410652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 4.277459, LT: 4.238532, Top1S: 21.872187, Top1T: 21.992199 Train:epoch: 96, loss@min: 0.969897, loss@max: 1.400912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 4.279238, LT: 4.240496, Top1S: 21.932192, Top1T: 22.022202 Train:epoch: 97, loss@min: 0.972648, loss@max: 1.405914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 4.280247, LT: 4.241796, Top1S: 21.932192, Top1T: 21.992199 Train:epoch: 98, loss@min: 0.971443, loss@max: 1.403634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 4.281545, LT: 4.243403, Top1S: 21.992199, Top1T: 21.962194 Train:epoch: 99, loss@min: 0.976530, loss@max: 1.402306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 4.282737, LT: 4.245074, Top1S: 21.962194, Top1T: 21.932192 Train:epoch: 100, loss@min: 0.988643, loss@max: 1.422728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 4.284515, LT: 4.247058, Top1S: 21.932192, Top1T: 21.962194 Train:epoch: 101, loss@min: 0.977588, loss@max: 1.411471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 4.286539, LT: 4.248777, Top1S: 22.022202, Top1T: 21.992199 Train:epoch: 102, loss@min: 0.974956, loss@max: 1.404751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 4.289122, LT: 4.251107, Top1S: 22.022202, Top1T: 21.872187 Train:epoch: 103, loss@min: 0.996863, loss@max: 1.416441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 4.291836, LT: 4.253558, Top1S: 22.052204, Top1T: 21.932192 Train:epoch: 104, loss@min: 1.042474, loss@max: 1.432346, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 104, LS: 4.293528, LT: 4.254605, Top1S: 22.082207, Top1T: 21.932192 Train:epoch: 105, loss@min: 0.971064, loss@max: 1.393835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 4.295217, LT: 4.255796, Top1S: 22.052204, Top1T: 21.932192 Train:epoch: 106, loss@min: 0.980736, loss@max: 1.402123, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 4.297199, LT: 4.257474, Top1S: 22.052204, Top1T: 21.962194 Train:epoch: 107, loss@min: 0.999776, loss@max: 1.415406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 4.298032, LT: 4.257935, Top1S: 22.112211, Top1T: 21.962194 Train:epoch: 108, loss@min: 0.986227, loss@max: 1.405614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 4.298974, LT: 4.258550, Top1S: 22.142214, Top1T: 22.082207 Train:epoch: 109, loss@min: 0.981511, loss@max: 1.403216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 4.300679, LT: 4.259983, Top1S: 22.112211, Top1T: 22.232222Best acc: 22.232222 Train:epoch: 110, loss@min: 0.972752, loss@max: 1.400676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 4.302329, LT: 4.261371, Top1S: 22.232222, Top1T: 22.262226Best acc: 22.262226 Train:epoch: 111, loss@min: 1.066916, loss@max: 1.428668, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 111, LS: 4.302847, LT: 4.261920, Top1S: 22.262226, Top1T: 22.292229Best acc: 22.292229 Train:epoch: 112, loss@min: 0.975818, loss@max: 1.405684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 4.303602, LT: 4.262654, Top1S: 22.232222, Top1T: 22.322231Best acc: 22.322231 Train:epoch: 113, loss@min: 0.973850, loss@max: 1.402010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 4.304675, LT: 4.263558, Top1S: 22.232222, Top1T: 22.322231 Train:epoch: 114, loss@min: 0.986173, loss@max: 1.409849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 4.305908, LT: 4.264672, Top1S: 22.322231, Top1T: 22.412241Best acc: 22.412241 Train:epoch: 115, loss@min: 0.969116, loss@max: 1.393651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 4.306955, LT: 4.265751, Top1S: 22.352234, Top1T: 22.382236 Train:epoch: 116, loss@min: 1.008426, loss@max: 1.409282, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 116, LS: 4.307679, LT: 4.266595, Top1S: 22.262226, Top1T: 22.382236 Train:epoch: 117, loss@min: 0.973771, loss@max: 1.401987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 4.308561, LT: 4.267667, Top1S: 22.292229, Top1T: 22.412241 Train:epoch: 118, loss@min: 0.996566, loss@max: 1.424085, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 4.310203, LT: 4.269594, Top1S: 22.322231, Top1T: 22.502249Best acc: 22.502249 Train:epoch: 119, loss@min: 0.976935, loss@max: 1.402177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 4.311706, LT: 4.271137, Top1S: 22.352234, Top1T: 22.472246 Train:epoch: 120, loss@min: 0.988301, loss@max: 1.402518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 4.313128, LT: 4.272581, Top1S: 22.352234, Top1T: 22.472246 Train:epoch: 121, loss@min: 0.973065, loss@max: 1.400263, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 4.314399, LT: 4.273881, Top1S: 22.352234, Top1T: 22.442244 Train:epoch: 122, loss@min: 0.988767, loss@max: 1.414748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 4.315259, LT: 4.274811, Top1S: 22.322231, Top1T: 22.382236 Train:epoch: 123, loss@min: 0.977577, loss@max: 1.396339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 4.316019, LT: 4.275602, Top1S: 22.352234, Top1T: 22.382236 Train:epoch: 124, loss@min: 0.971679, loss@max: 1.396197, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "food101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 20:55:24 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.097065, loss@max: 1.325087, Top1S acc: 100.000000, Top1T acc: 80.198021 Train:epoch: 2, loss@min: 2.288922, loss@max: 1.274132, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 3, loss@min: 1.843328, loss@max: 1.279337, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 4, loss@min: 1.693941, loss@max: 1.315177, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 5, loss@min: 1.249948, loss@max: 1.256416, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 6, loss@min: 1.104222, loss@max: 1.279347, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 7, loss@min: 1.117388, loss@max: 1.329368, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 8, loss@min: 1.336979, loss@max: 1.429396, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 9, loss@min: 1.094771, loss@max: 1.389738, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 10, loss@min: 0.948663, loss@max: 1.377889, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 11, loss@min: 0.933112, loss@max: 1.370449, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 12, loss@min: 0.846723, loss@max: 1.323760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.908971, loss@max: 1.314624, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 14, loss@min: 0.925088, loss@max: 1.303196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.947324, loss@max: 1.274024, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.041057, loss@max: 1.291383, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 17, loss@min: 0.939244, loss@max: 1.236530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.947857, loss@max: 1.249445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.957944, loss@max: 1.256847, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.957792, loss@max: 1.256178, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.940710, loss@max: 1.254370, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.956544, loss@max: 1.263798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.938333, loss@max: 1.257205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.942388, loss@max: 1.266973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.934258, loss@max: 1.271866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.951968, loss@max: 1.291651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.928201, loss@max: 1.285344, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.949167, loss@max: 1.312982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.928553, loss@max: 1.298456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.933231, loss@max: 1.310265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.936743, loss@max: 1.309971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.936932, loss@max: 1.310977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.929341, loss@max: 1.309401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.933052, loss@max: 1.318145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940261, loss@max: 1.313576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.937595, loss@max: 1.316133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.942096, loss@max: 1.325773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.939942, loss@max: 1.321926, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.941581, loss@max: 1.325127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.939616, loss@max: 1.332127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.935934, loss@max: 1.328943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.943098, loss@max: 1.325902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.953620, loss@max: 1.337568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.975338, loss@max: 1.343035, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 45, loss@min: 0.951191, loss@max: 1.333523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.944922, loss@max: 1.333685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.938706, loss@max: 1.337280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.937805, loss@max: 1.345328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.934054, loss@max: 1.350865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.939681, loss@max: 1.346610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.947138, loss@max: 1.343356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.945998, loss@max: 1.343944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.951257, loss@max: 1.344841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.946731, loss@max: 1.344729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.944404, loss@max: 1.348415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.952130, loss@max: 1.350400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.936927, loss@max: 1.358370, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.943455, loss@max: 1.347489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.940781, loss@max: 1.353697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.942476, loss@max: 1.353663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.947459, loss@max: 1.348116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.944680, loss@max: 1.351887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.948867, loss@max: 1.347867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.950877, loss@max: 1.351743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.949974, loss@max: 1.349266, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.946385, loss@max: 1.356225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.945556, loss@max: 1.355638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.945483, loss@max: 1.358816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.943002, loss@max: 1.357708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.943683, loss@max: 1.356878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.944624, loss@max: 1.359053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.941894, loss@max: 1.357699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.946360, loss@max: 1.354410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.954101, loss@max: 1.357315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.946309, loss@max: 1.354171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.944835, loss@max: 1.355683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.947105, loss@max: 1.355992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.950983, loss@max: 1.358930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.942449, loss@max: 1.359708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.944717, loss@max: 1.359837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.950108, loss@max: 1.354303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.947258, loss@max: 1.356134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.948766, loss@max: 1.358469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.943810, loss@max: 1.359242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.948002, loss@max: 1.359971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.942375, loss@max: 1.359234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.946652, loss@max: 1.364452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.945386, loss@max: 1.363183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.943595, loss@max: 1.364359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.948085, loss@max: 1.353853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.949958, loss@max: 1.357068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.948915, loss@max: 1.355604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.947952, loss@max: 1.353701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.946394, loss@max: 1.356275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.947320, loss@max: 1.361799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.947940, loss@max: 1.356377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.944970, loss@max: 1.357476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.943654, loss@max: 1.362515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.945954, loss@max: 1.357201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.950014, loss@max: 1.365492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.268511, LT: 1.281002, Top1S: 75.313530, Top1T: 75.148514Best acc: 75.313530 Train:epoch: 101, loss@min: 0.941528, loss@max: 1.362000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.268071, LT: 1.280673, Top1S: 75.333336, Top1T: 75.171616Best acc: 75.333336 Train:epoch: 102, loss@min: 0.943247, loss@max: 1.361416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.267627, LT: 1.280400, Top1S: 75.336632, Top1T: 75.171616Best acc: 75.336632 Train:epoch: 103, loss@min: 0.947135, loss@max: 1.356527, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 21:22:28 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.953885, loss@max: 1.733740, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 4.265982, loss@max: 1.707811, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 3, loss@min: 3.764494, loss@max: 1.711593, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 4, loss@min: 3.472829, loss@max: 1.744460, Top1S acc: 100.000000, Top1T acc: 70.588242 Train:epoch: 5, loss@min: 3.115826, loss@max: 1.739947, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 6, loss@min: 2.853490, loss@max: 1.746612, Top1S acc: 100.000000, Top1T acc: 74.509804 Train:epoch: 7, loss@min: 2.567167, loss@max: 1.738294, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 8, loss@min: 2.268760, loss@max: 1.714319, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 9, loss@min: 2.036968, loss@max: 1.681300, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 10, loss@min: 1.818561, loss@max: 1.652429, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 11, loss@min: 1.801162, loss@max: 1.668601, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 12, loss@min: 1.818190, loss@max: 1.679091, Top1S acc: 100.000000, Top1T acc: 87.254906 Train:epoch: 13, loss@min: 1.639625, loss@max: 1.635669, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 14, loss@min: 1.516225, loss@max: 1.592043, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 15, loss@min: 1.337634, loss@max: 1.535983, Top1S acc: 100.000000, Top1T acc: 94.117653 Train:epoch: 16, loss@min: 1.424771, loss@max: 1.552591, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 17, loss@min: 1.228404, loss@max: 1.478616, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 18, loss@min: 1.199760, loss@max: 1.467249, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 19, loss@min: 1.180346, loss@max: 1.454803, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 20, loss@min: 1.128240, loss@max: 1.440420, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 21, loss@min: 1.118361, loss@max: 1.432298, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 22, loss@min: 1.087881, loss@max: 1.418699, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 23, loss@min: 1.117454, loss@max: 1.416749, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 24, loss@min: 1.094857, loss@max: 1.411474, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 25, loss@min: 1.020184, loss@max: 1.369451, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 26, loss@min: 1.042593, loss@max: 1.382823, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 27, loss@min: 1.070599, loss@max: 1.392601, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 28, loss@min: 1.052532, loss@max: 1.370411, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 29, loss@min: 1.012144, loss@max: 1.359951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.015395, loss@max: 1.360035, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 31, loss@min: 1.007723, loss@max: 1.351908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.001999, loss@max: 1.364595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.992679, loss@max: 1.362923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.009211, loss@max: 1.362262, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 35, loss@min: 0.989316, loss@max: 1.363752, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971183, loss@max: 1.342733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.004592, loss@max: 1.372349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.969234, loss@max: 1.345192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.968653, loss@max: 1.347492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.958817, loss@max: 1.345475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.962221, loss@max: 1.356544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.956966, loss@max: 1.358755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.945785, loss@max: 1.359917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.946428, loss@max: 1.357692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.952104, loss@max: 1.363106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.950635, loss@max: 1.353191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.954215, loss@max: 1.359519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.948481, loss@max: 1.361168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.949178, loss@max: 1.356604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.950206, loss@max: 1.359813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.949802, loss@max: 1.361503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.951306, loss@max: 1.367076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.949916, loss@max: 1.368422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.951294, loss@max: 1.360726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.955462, loss@max: 1.364548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.953638, loss@max: 1.359436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.959585, loss@max: 1.357312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.956115, loss@max: 1.355690, Top1S acc: 100.000000, Top1T acc: 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1.367678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.946317, loss@max: 1.365751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.952051, loss@max: 1.373325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.948493, loss@max: 1.362167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.956971, loss@max: 1.374234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.951298, loss@max: 1.370243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.950163, loss@max: 1.363316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.955681, loss@max: 1.365275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.953015, loss@max: 1.359435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.952747, loss@max: 1.361568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.952222, loss@max: 1.363805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.951236, loss@max: 1.367545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.947487, loss@max: 1.366626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.945766, loss@max: 1.375127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.949341, loss@max: 1.373109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.947715, loss@max: 1.368432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.953706, loss@max: 1.371906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.950970, loss@max: 1.366064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.951845, loss@max: 1.364660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.947513, loss@max: 1.361578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.948403, loss@max: 1.366660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.949793, loss@max: 1.363632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.952538, loss@max: 1.366194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.917800, LT: 0.907387, Top1S: 77.791313, Top1T: 77.710114Best acc: 77.791313 Train:epoch: 101, loss@min: 0.951970, loss@max: 1.365748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.917601, LT: 0.907233, Top1S: 77.791313, Top1T: 77.710114 Train:epoch: 102, loss@min: 0.952993, loss@max: 1.366933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.917351, LT: 0.907066, Top1S: 77.791313, Top1T: 77.669510 Train:epoch: 103, loss@min: 0.947958, loss@max: 1.364154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.917118, LT: 0.906859, Top1S: 77.791313, Top1T: 77.750710 Train:epoch: 104, loss@min: 0.950359, loss@max: 1.366497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.916967, LT: 0.906612, Top1S: 77.831917, Top1T: 77.750710Best acc: 77.831917 Train:epoch: 105, loss@min: 0.948245, loss@max: 1.369477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.916869, LT: 0.906334, Top1S: 77.831917, Top1T: 77.791313 Train:epoch: 106, loss@min: 0.951535, loss@max: 1.364711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.916696, LT: 0.906007, Top1S: 77.872513, Top1T: 77.831917Best acc: 77.872513 Train:epoch: 107, loss@min: 0.951167, loss@max: 1.361983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.916541, LT: 0.905761, Top1S: 77.831917, Top1T: 77.872513 Train:epoch: 108, loss@min: 0.949954, loss@max: 1.365298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.916404, LT: 0.905562, Top1S: 77.872513, Top1T: 77.913116Best acc: 77.913116 Train:epoch: 109, loss@min: 0.949279, loss@max: 1.365276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.916302, LT: 0.905417, Top1S: 77.872513, Top1T: 77.913116 Train:epoch: 110, loss@min: 0.950435, loss@max: 1.365681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.916047, LT: 0.905206, Top1S: 77.953720, Top1T: 77.913116Best acc: 77.953720 Train:epoch: 111, loss@min: 0.950175, loss@max: 1.368290, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.915814, LT: 0.905052, Top1S: 77.953720, Top1T: 77.913116 Train:epoch: 112, loss@min: 0.950588, loss@max: 1.369141, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.915596, LT: 0.904939, Top1S: 77.953720, Top1T: 77.953720 Train:epoch: 113, loss@min: 0.959791, loss@max: 1.375538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.915753, LT: 0.905227, Top1S: 77.994316, Top1T: 77.953720Best acc: 77.994316 Train:epoch: 114, loss@min: 0.949772, loss@max: 1.367711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.915776, LT: 0.905441, Top1S: 77.994316, Top1T: 77.953720 Train:epoch: 115, loss@min: 0.948647, loss@max: 1.366905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.915754, LT: 0.905621, Top1S: 78.034920, Top1T: 77.953720Best acc: 78.034920 Train:epoch: 116, loss@min: 0.956583, loss@max: 1.372700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.915655, LT: 0.905699, Top1S: 78.034920, Top1T: 77.953720 Train:epoch: 117, loss@min: 0.952454, loss@max: 1.368814, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_pets", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Tue Sep 5 21:36:35 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.482814, loss@max: 1.157845, Top1S acc: 100.000000, Top1T acc: 81.081093 Train:epoch: 2, loss@min: 1.576116, loss@max: 1.103147, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 3, loss@min: 1.349741, loss@max: 1.190300, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 4, loss@min: 1.169511, loss@max: 1.255649, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 5, loss@min: 1.514752, loss@max: 1.429724, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 6, loss@min: 1.147801, loss@max: 1.399083, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 7, loss@min: 0.939655, loss@max: 1.376553, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 8, loss@min: 0.933321, loss@max: 1.388147, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 9, loss@min: 0.800175, loss@max: 1.350158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.820319, loss@max: 1.337530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.813108, loss@max: 1.314918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.847278, loss@max: 1.298102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.925198, loss@max: 1.280510, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 14, loss@min: 0.907919, loss@max: 1.254732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.992845, loss@max: 1.248527, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 16, loss@min: 0.926132, loss@max: 1.214971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.943838, loss@max: 1.200986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.006487, loss@max: 1.226777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.964159, loss@max: 1.194904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.009509, loss@max: 1.235168, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 21, loss@min: 0.957630, loss@max: 1.216583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.977842, loss@max: 1.237625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.056416, loss@max: 1.283275, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 24, loss@min: 0.931109, loss@max: 1.270253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.953420, loss@max: 1.280576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.944468, loss@max: 1.287154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.922583, loss@max: 1.297369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.920442, loss@max: 1.296837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.913215, loss@max: 1.302229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.921174, loss@max: 1.304062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.925503, loss@max: 1.308791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.925578, loss@max: 1.303509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.918078, loss@max: 1.319295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.926319, loss@max: 1.318232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.960664, loss@max: 1.330771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.931746, loss@max: 1.313780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.933038, loss@max: 1.321494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.948989, loss@max: 1.327610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.936750, loss@max: 1.325473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.937038, loss@max: 1.324312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.935539, loss@max: 1.325359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.957219, loss@max: 1.344278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.944433, loss@max: 1.324165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.943103, loss@max: 1.327677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.940637, loss@max: 1.329652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.949528, loss@max: 1.327028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.947313, loss@max: 1.325762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.946127, loss@max: 1.331466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.938376, loss@max: 1.341194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.939786, loss@max: 1.342828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.938219, loss@max: 1.345760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.940452, loss@max: 1.341716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.943707, loss@max: 1.340014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.948208, loss@max: 1.337349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.947573, loss@max: 1.338296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.940708, loss@max: 1.349560, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945309, loss@max: 1.349818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.939591, loss@max: 1.354519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.940318, loss@max: 1.351023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.944874, loss@max: 1.357754, 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loss@min: 0.948595, loss@max: 1.349607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.944255, loss@max: 1.358011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.947077, loss@max: 1.353970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.947734, loss@max: 1.353709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.949205, loss@max: 1.353629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.941766, loss@max: 1.359166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.954752, loss@max: 1.365345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.945391, loss@max: 1.357710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.939871, loss@max: 1.360461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.944109, loss@max: 1.357202, Top1S acc: 100.000000, Top1T acc: 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100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.943675, loss@max: 1.362086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.942000, loss@max: 1.359577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.941227, loss@max: 1.361567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.945424, loss@max: 1.355240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 0.946090, loss@max: 1.355797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 0.946846, loss@max: 1.354018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.944221, loss@max: 1.357595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.948896, loss@max: 1.353289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.947231, loss@max: 1.356575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.946107, loss@max: 1.357057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.943526, loss@max: 1.358273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.943814, loss@max: 1.361135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.939942, loss@max: 1.361445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.940256, loss@max: 1.363273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.947201, loss@max: 1.355925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.947554, loss@max: 1.358559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.944222, loss@max: 1.361036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.946539, loss@max: 1.357926, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 1.116024, loss@max: 1.400368, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 119, loss@min: 0.949977, loss@max: 1.351821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.944766, loss@max: 1.356529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.946286, loss@max: 1.354137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.946357, loss@max: 1.355183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.946022, loss@max: 1.358082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.944855, loss@max: 1.355947, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.946548, loss@max: 1.356883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 0.945881, loss@max: 1.356049, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 127, loss@min: 0.942658, loss@max: 1.359189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.942294, loss@max: 1.358764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.944276, loss@max: 1.357982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.949494, loss@max: 1.360364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.650014, LT: 0.660777, Top1S: 82.120468, Top1T: 81.902420Best acc: 82.120468 Train:epoch: 131, loss@min: 0.947931, loss@max: 1.354095, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.649987, LT: 0.660751, Top1S: 82.120468, Top1T: 81.902420 Train:epoch: 132, loss@min: 0.946525, loss@max: 1.354570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.649960, LT: 0.660728, Top1S: 82.120468, Top1T: 81.875168 Train:epoch: 133, loss@min: 0.950033, loss@max: 1.359366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.649950, LT: 0.660711, Top1S: 82.120468, Top1T: 81.875168 Train:epoch: 134, loss@min: 0.945320, loss@max: 1.356620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.649950, LT: 0.660712, Top1S: 82.147720, Top1T: 81.875168Best acc: 82.147720 Train:epoch: 135, loss@min: 0.947107, loss@max: 1.354209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.649972, LT: 0.660723, Top1S: 82.147720, Top1T: 81.875168 Train:epoch: 136, loss@min: 0.941374, loss@max: 1.360191, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.649986, LT: 0.660734, Top1S: 82.147720, Top1T: 81.875168 Train:epoch: 137, loss@min: 0.945676, loss@max: 1.355217, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.650001, LT: 0.660744, Top1S: 82.147720, Top1T: 81.875168 Train:epoch: 138, loss@min: 0.944306, loss@max: 1.359805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.649993, LT: 0.660729, Top1S: 82.147720, Top1T: 81.875168 Train:epoch: 139, loss@min: 0.946967, loss@max: 1.358513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.649975, LT: 0.660699, Top1S: 82.147720, Top1T: 81.875168 Train:epoch: 140, loss@min: 0.946726, loss@max: 1.354616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.649967, LT: 0.660675, Top1S: 82.147720, Top1T: 81.875168 Train:epoch: 141, loss@min: 0.942616, loss@max: 1.359898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.649961, LT: 0.660653, Top1S: 82.147720, Top1T: 81.875168 Train:epoch: 142, loss@min: 0.945356, loss@max: 1.356864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.649953, LT: 0.660638, Top1S: 82.174980, Top1T: 81.875168Best acc: 82.174980 Train:epoch: 143, loss@min: 0.946726, loss@max: 1.355958, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Tue Sep 5 21:49:52 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.562997, loss@max: 1.630913, Top1S acc: 100.000000, Top1T acc: 57.142857 Train:epoch: 2, loss@min: 3.895817, loss@max: 1.596776, Top1S acc: 100.000000, Top1T acc: 56.632652 Train:epoch: 3, loss@min: 3.251700, loss@max: 1.553385, Top1S acc: 100.000000, Top1T acc: 68.367348 Train:epoch: 4, loss@min: 3.081671, loss@max: 1.619865, Top1S acc: 100.000000, Top1T acc: 64.795921 Train:epoch: 5, loss@min: 2.631318, loss@max: 1.596859, Top1S acc: 100.000000, Top1T acc: 72.959183 Train:epoch: 6, loss@min: 2.558262, loss@max: 1.652073, Top1S acc: 100.000000, Top1T acc: 76.020409 Train:epoch: 7, loss@min: 2.270819, loss@max: 1.646234, Top1S acc: 100.000000, Top1T acc: 77.040817 Train:epoch: 8, loss@min: 2.096223, loss@max: 1.659042, Top1S acc: 100.000000, Top1T acc: 82.653061 Train:epoch: 9, loss@min: 2.031666, loss@max: 1.687299, Top1S acc: 100.000000, Top1T acc: 83.673470 Train:epoch: 10, loss@min: 1.802443, loss@max: 1.657898, Top1S acc: 100.000000, Top1T acc: 86.224487 Train:epoch: 11, loss@min: 1.621714, loss@max: 1.637635, Top1S acc: 100.000000, Top1T acc: 90.816322 Train:epoch: 12, loss@min: 1.859446, loss@max: 1.700083, Top1S acc: 100.000000, Top1T acc: 90.306122 Train:epoch: 13, loss@min: 1.419407, loss@max: 1.591114, Top1S acc: 100.000000, Top1T acc: 91.836731 Train:epoch: 14, loss@min: 1.349274, loss@max: 1.569374, Top1S acc: 100.000000, Top1T acc: 93.367348 Train:epoch: 15, loss@min: 1.389535, loss@max: 1.564384, Top1S acc: 100.000000, Top1T acc: 92.857140 Train:epoch: 16, loss@min: 1.420692, loss@max: 1.573034, Top1S acc: 100.000000, Top1T acc: 91.326530 Train:epoch: 17, loss@min: 1.229900, loss@max: 1.507692, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 18, loss@min: 1.305749, loss@max: 1.517063, Top1S acc: 100.000000, Top1T acc: 93.877548 Train:epoch: 19, loss@min: 1.207678, loss@max: 1.470731, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 20, loss@min: 1.200852, loss@max: 1.460103, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 21, loss@min: 1.163679, loss@max: 1.443373, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 22, loss@min: 1.152783, loss@max: 1.413453, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 23, loss@min: 1.174767, loss@max: 1.419624, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 24, loss@min: 1.184444, loss@max: 1.416531, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 25, loss@min: 1.165190, loss@max: 1.406262, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 26, loss@min: 1.180807, loss@max: 1.418334, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 27, loss@min: 1.119554, loss@max: 1.385761, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 28, loss@min: 1.136606, loss@max: 1.389784, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 29, loss@min: 1.146618, loss@max: 1.405262, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 30, loss@min: 1.034957, loss@max: 1.360412, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 31, loss@min: 1.103752, loss@max: 1.393057, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 32, loss@min: 1.079519, loss@max: 1.390398, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 33, loss@min: 1.011656, loss@max: 1.360062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.030135, loss@max: 1.370528, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 35, loss@min: 1.045148, loss@max: 1.379304, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 36, loss@min: 1.015633, loss@max: 1.365209, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 37, loss@min: 1.066186, loss@max: 1.377923, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 38, loss@min: 1.030580, loss@max: 1.371366, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 39, loss@min: 1.028993, loss@max: 1.374954, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 40, loss@min: 1.061460, loss@max: 1.393147, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 41, loss@min: 0.986689, loss@max: 1.369088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.015712, loss@max: 1.391147, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 43, loss@min: 0.984502, loss@max: 1.382010, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 44, loss@min: 0.973804, loss@max: 1.371697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.014693, loss@max: 1.390273, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 46, loss@min: 0.955451, loss@max: 1.366118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.982520, loss@max: 1.385998, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 48, loss@min: 0.978573, loss@max: 1.388722, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 49, loss@min: 1.023333, loss@max: 1.401843, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 50, loss@min: 0.978907, loss@max: 1.377954, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 51, loss@min: 0.990342, loss@max: 1.388327, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 52, loss@min: 0.975137, loss@max: 1.384532, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 53, loss@min: 1.041185, loss@max: 1.400427, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 54, loss@min: 0.978297, loss@max: 1.374803, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 55, loss@min: 0.980621, loss@max: 1.386075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.038642, loss@max: 1.400707, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 57, loss@min: 0.971059, loss@max: 1.380038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.973824, loss@max: 1.380356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.987532, loss@max: 1.378066, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 60, loss@min: 0.983526, loss@max: 1.380051, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 61, loss@min: 0.975407, loss@max: 1.379972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.964659, loss@max: 1.370592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.984374, loss@max: 1.389279, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 64, loss@min: 0.964799, loss@max: 1.369681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.960602, loss@max: 1.371876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.961871, loss@max: 1.375255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.970826, loss@max: 1.382806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.960628, loss@max: 1.370603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.960039, loss@max: 1.374802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.963931, loss@max: 1.371590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.963143, loss@max: 1.373235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.978360, loss@max: 1.385483, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 73, loss@min: 0.960790, loss@max: 1.375293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.971466, loss@max: 1.376374, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 75, loss@min: 0.966430, loss@max: 1.376071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.959582, loss@max: 1.374122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.970284, loss@max: 1.380969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.985223, loss@max: 1.387395, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 79, loss@min: 0.959631, loss@max: 1.373435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.967178, loss@max: 1.382310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.981192, loss@max: 1.385844, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 82, loss@min: 0.960945, loss@max: 1.375693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.952691, loss@max: 1.369088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.963723, loss@max: 1.378422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.963019, loss@max: 1.378958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.973872, loss@max: 1.380702, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 87, loss@min: 0.969227, loss@max: 1.375401, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 88, loss@min: 0.954319, loss@max: 1.366186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.960600, loss@max: 1.374790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.954649, loss@max: 1.370564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.954485, loss@max: 1.370550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.959284, loss@max: 1.377156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.967170, loss@max: 1.381469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.962827, loss@max: 1.382044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.959517, loss@max: 1.371315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.961788, loss@max: 1.375466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.966779, loss@max: 1.380736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.962106, loss@max: 1.375006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.953319, loss@max: 1.368413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.964980, loss@max: 1.376423, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.615198, LT: 1.613880, Top1S: 58.239029, Top1T: 58.176846Best acc: 58.239029 Train:epoch: 101, loss@min: 0.964356, loss@max: 1.373791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.615370, LT: 1.614188, Top1S: 58.251465, Top1T: 58.189281Best acc: 58.251465 Train:epoch: 102, loss@min: 0.956877, loss@max: 1.370579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.615477, LT: 1.614476, Top1S: 58.226593, Top1T: 58.127102 Train:epoch: 103, loss@min: 0.964761, loss@max: 1.379052, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.615460, LT: 1.614637, Top1S: 58.301208, Top1T: 58.114666Best acc: 58.301208 Train:epoch: 104, loss@min: 0.960771, loss@max: 1.374647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.615374, LT: 1.614727, Top1S: 58.350952, Top1T: 58.102230Best acc: 58.350952 Train:epoch: 105, loss@min: 0.955244, loss@max: 1.372407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.615361, LT: 1.614796, Top1S: 58.438007, Top1T: 58.114666Best acc: 58.438007 Train:epoch: 106, loss@min: 0.982846, loss@max: 1.381470, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 106, LS: 1.615649, LT: 1.615013, Top1S: 58.413136, Top1T: 58.139538 Train:epoch: 107, loss@min: 0.956531, loss@max: 1.370036, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 75} ------------------------------------------- Tue Sep 5 22:16:04 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 75} ------------------------------------------- Tue Sep 5 22:17:30 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 75} ------------------------------------------- Tue Sep 5 22:18:48 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 75} ------------------------------------------- Tue Sep 5 22:24:41 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.834444, loss@max: 1.545592, Top1S acc: 99.218750, Top1T acc: 69.140625 Train:epoch: 2, loss@min: 3.640831, loss@max: 1.659855, Top1S acc: 99.609375, Top1T acc: 68.359375 Train:epoch: 3, loss@min: 2.770146, loss@max: 1.577216, Top1S acc: 100.000000, Top1T acc: 78.906250 Train:epoch: 4, loss@min: 2.470965, loss@max: 1.561401, Top1S acc: 99.609375, Top1T acc: 82.421875 Train:epoch: 5, loss@min: 2.145884, loss@max: 1.545715, Top1S acc: 100.000000, Top1T acc: 83.593750 Train:epoch: 6, loss@min: 1.550127, loss@max: 1.434297, Top1S acc: 99.218750, Top1T acc: 91.796875 Train:epoch: 7, loss@min: 1.440438, loss@max: 1.408421, Top1S acc: 99.609375, Top1T acc: 91.015625 Train:epoch: 8, loss@min: 1.347917, loss@max: 1.387717, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 9, loss@min: 1.294495, loss@max: 1.364293, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 10, loss@min: 1.166026, loss@max: 1.318946, Top1S acc: 99.609375, Top1T acc: 97.265625 Train:epoch: 11, loss@min: 1.180571, loss@max: 1.321516, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 12, loss@min: 0.976124, loss@max: 1.265479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.136045, loss@max: 1.319430, Top1S acc: 99.609375, Top1T acc: 96.484375 Train:epoch: 14, loss@min: 1.084432, loss@max: 1.307225, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 15, loss@min: 1.065625, loss@max: 1.319011, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 16, loss@min: 1.052440, loss@max: 1.294327, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 17, loss@min: 1.057505, loss@max: 1.301675, Top1S acc: 99.218750, Top1T acc: 98.437500 Train:epoch: 18, loss@min: 1.005406, loss@max: 1.301589, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 19, loss@min: 1.017244, loss@max: 1.297340, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 20, loss@min: 1.045813, loss@max: 1.323895, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 21, loss@min: 0.980618, loss@max: 1.307162, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.964280, loss@max: 1.302680, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.065048, loss@max: 1.328012, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 24, loss@min: 1.016564, loss@max: 1.330015, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 25, loss@min: 0.991072, loss@max: 1.329783, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.968986, loss@max: 1.318909, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.956265, loss@max: 1.315418, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.012719, loss@max: 1.335202, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.967792, loss@max: 1.330839, Top1S acc: 99.218750, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.953359, loss@max: 1.334198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.010089, loss@max: 1.348522, Top1S acc: 99.218750, Top1T acc: 99.218750 Train:epoch: 32, loss@min: 1.030183, loss@max: 1.368818, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 33, loss@min: 0.958924, loss@max: 1.343569, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 0.965642, loss@max: 1.351052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.960198, loss@max: 1.340923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.958720, loss@max: 1.360077, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.967397, loss@max: 1.356084, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.953958, loss@max: 1.353309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.958304, loss@max: 1.369459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.989464, loss@max: 1.382047, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 0.961482, loss@max: 1.362871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.969697, loss@max: 1.362764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.986019, loss@max: 1.367500, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 0.954807, loss@max: 1.382178, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 45, loss@min: 0.967651, loss@max: 1.370043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.963678, loss@max: 1.364105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.953713, loss@max: 1.374487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.981298, loss@max: 1.389368, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 49, loss@min: 0.954500, loss@max: 1.381428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.946995, loss@max: 1.382312, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.967519, loss@max: 1.368665, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 0.963110, loss@max: 1.371566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.969446, loss@max: 1.367211, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.970914, loss@max: 1.377560, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.042162, loss@max: 1.395594, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 56, loss@min: 0.974017, loss@max: 1.379339, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 57, loss@min: 0.968291, loss@max: 1.364040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.953850, loss@max: 1.396156, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.968767, loss@max: 1.366641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.986214, loss@max: 1.370758, Top1S acc: 99.218750, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.944692, loss@max: 1.384827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.979331, loss@max: 1.400767, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 1.033078, loss@max: 1.401166, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 0.957591, loss@max: 1.384419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.964016, loss@max: 1.384930, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 0.965160, loss@max: 1.366323, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.965889, loss@max: 1.365209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.958484, loss@max: 1.371165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.961534, loss@max: 1.387444, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.965893, loss@max: 1.376475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.958993, loss@max: 1.380547, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.965069, loss@max: 1.381306, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.967228, loss@max: 1.369442, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.947796, loss@max: 1.378857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.944600, loss@max: 1.375631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 2.164262, LT: 2.170830, Top1S: 59.417999, Top1T: 59.175999Best acc: 59.417999 Train:epoch: 76, loss@min: 0.967347, loss@max: 1.377680, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 76, LS: 2.166414, LT: 2.171663, Top1S: 59.425999, Top1T: 59.167999Best acc: 59.425999 Train:epoch: 77, loss@min: 0.958208, loss@max: 1.367867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 2.168140, LT: 2.172851, Top1S: 59.403999, Top1T: 59.146000 Train:epoch: 78, loss@min: 0.955221, loss@max: 1.376535, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 78, LS: 2.169507, LT: 2.174541, Top1S: 59.431999, Top1T: 59.153999Best acc: 59.431999 Train:epoch: 79, loss@min: 0.957603, loss@max: 1.371083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 2.170430, LT: 2.176281, Top1S: 59.407997, Top1T: 59.151997 Train:epoch: 80, loss@min: 1.003707, loss@max: 1.376167, Top1S acc: 99.609375, Top1T acc: 99.609375 Test:epoch: 80, LS: 2.172113, LT: 2.178602, Top1S: 59.391998, Top1T: 59.135998 Train:epoch: 81, loss@min: 0.945667, loss@max: 1.376655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 2.174588, LT: 2.180645, Top1S: 59.368000, Top1T: 59.095997 Train:epoch: 82, loss@min: 0.962475, loss@max: 1.368240, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 2.176655, LT: 2.182521, Top1S: 59.341999, Top1T: 59.091999 Train:epoch: 83, loss@min: 0.963551, loss@max: 1.366570, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 83, LS: 2.178473, LT: 2.183636, Top1S: 59.331997, Top1T: 59.076000 Train:epoch: 84, loss@min: 0.950561, loss@max: 1.367654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 2.179896, LT: 2.184473, Top1S: 59.303997, Top1T: 59.079998 Train:epoch: 85, loss@min: 0.945631, loss@max: 1.369799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 2.180110, LT: 2.185589, Top1S: 59.307999, Top1T: 59.077999 Train:epoch: 86, loss@min: 0.971207, loss@max: 1.367791, Top1S acc: 99.218750, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Sep 6 10:31:45 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Sep 6 10:45:08 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.320734, loss@max: 1.568432, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.749749, loss@max: 1.555035, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.969921, loss@max: 1.464467, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.784136, loss@max: 1.518363, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.265692, loss@max: 1.458795, Top1S acc: 100.000000, Top1T acc: 82.178215 Train:epoch: 6, loss@min: 2.099785, loss@max: 1.498657, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.027158, loss@max: 1.538339, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.651404, loss@max: 1.493829, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.251561, loss@max: 1.431073, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.354497, loss@max: 1.500988, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.364456, loss@max: 1.517421, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.206107, loss@max: 1.502781, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.047016, loss@max: 1.446525, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.990655, loss@max: 1.426618, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.098027, loss@max: 1.431668, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.037753, loss@max: 1.404370, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.053219, loss@max: 1.364972, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.031330, loss@max: 1.365791, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.964428, loss@max: 1.322595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.050467, loss@max: 1.340977, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.968035, loss@max: 1.299845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.969807, loss@max: 1.285599, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.987121, loss@max: 1.294399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.041804, loss@max: 1.323446, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.960537, loss@max: 1.284327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.981288, loss@max: 1.302865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.007773, loss@max: 1.316495, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.010195, loss@max: 1.313542, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.033442, loss@max: 1.341837, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.962788, loss@max: 1.310111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.002137, loss@max: 1.330567, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.946447, loss@max: 1.307609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.948902, loss@max: 1.313611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.965967, loss@max: 1.330036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.963720, loss@max: 1.331008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.981972, loss@max: 1.337561, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.960806, loss@max: 1.330804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.946098, loss@max: 1.332089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.948730, loss@max: 1.338776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.936746, loss@max: 1.340374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.944385, loss@max: 1.343121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.961427, loss@max: 1.352064, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.952668, loss@max: 1.340367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.949220, loss@max: 1.350247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.995881, loss@max: 1.371070, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.945339, loss@max: 1.347070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.028569, loss@max: 1.394446, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.946180, loss@max: 1.348949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.943263, loss@max: 1.353473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.946155, loss@max: 1.351457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.954582, loss@max: 1.359816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.944916, loss@max: 1.358772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.946776, loss@max: 1.351260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.951444, loss@max: 1.358750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.951017, loss@max: 1.348008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.949672, loss@max: 1.350231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.946641, loss@max: 1.359513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.947517, loss@max: 1.355377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.967645, loss@max: 1.367440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.952223, loss@max: 1.362728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.947639, loss@max: 1.355571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.951046, loss@max: 1.355823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.955523, loss@max: 1.367646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949428, loss@max: 1.360049, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.950969, loss@max: 1.353979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.946736, loss@max: 1.361218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.947923, loss@max: 1.363510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.948874, loss@max: 1.357156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.955669, loss@max: 1.360247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.958055, loss@max: 1.375968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.951172, loss@max: 1.362121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.952947, loss@max: 1.360211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.957157, loss@max: 1.362099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.013120, loss@max: 1.375165, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.955928, loss@max: 1.365158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.954191, loss@max: 1.376844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.963131, loss@max: 1.379860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.945992, loss@max: 1.363933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.952813, loss@max: 1.376052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.944096, loss@max: 1.366140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.440070, LT: 1.431770, Top1S: 66.825272, Top1T: 66.983871Best acc: 66.983871 Train:epoch: 81, loss@min: 0.952422, loss@max: 1.366284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.439889, LT: 1.432069, Top1S: 66.851700, Top1T: 67.036743Best acc: 67.036743 Train:epoch: 82, loss@min: 0.951573, loss@max: 1.363854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.439720, LT: 1.432209, Top1S: 66.904572, Top1T: 67.089607Best acc: 67.089607 Train:epoch: 83, loss@min: 0.946539, loss@max: 1.360193, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.439799, LT: 1.432269, Top1S: 67.010307, Top1T: 67.063171 Train:epoch: 84, loss@min: 0.956396, loss@max: 1.363248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.440039, LT: 1.432251, Top1S: 66.983871, Top1T: 67.063171 Train:epoch: 85, loss@min: 0.950087, loss@max: 1.364158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.440490, LT: 1.432320, Top1S: 66.983871, Top1T: 67.089607 Train:epoch: 86, loss@min: 0.980578, loss@max: 1.387173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.440682, LT: 1.432227, Top1S: 67.010307, Top1T: 67.116043Best acc: 67.116043 Train:epoch: 87, loss@min: 0.949971, loss@max: 1.362785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.440967, LT: 1.432046, Top1S: 67.036743, Top1T: 67.089607 Train:epoch: 88, loss@min: 0.949797, loss@max: 1.359302, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.441203, LT: 1.431955, Top1S: 67.010307, Top1T: 67.116043 Train:epoch: 89, loss@min: 0.952139, loss@max: 1.364650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.441285, LT: 1.431981, Top1S: 66.983871, Top1T: 67.036743 Train:epoch: 90, loss@min: 1.017205, loss@max: 1.394830, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 90, LS: 1.441850, LT: 1.432510, Top1S: 66.957436, Top1T: 67.010307 Train:epoch: 91, loss@min: 0.947052, loss@max: 1.358599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.442354, LT: 1.433045, Top1S: 66.957436, Top1T: 67.010307 Train:epoch: 92, loss@min: 0.948910, loss@max: 1.363266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.442936, LT: 1.433551, Top1S: 66.957436, Top1T: 66.957436 Train:epoch: 93, loss@min: 0.952545, loss@max: 1.369259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.443389, LT: 1.434034, Top1S: 66.957436, Top1T: 66.798836 Train:epoch: 94, loss@min: 0.948767, loss@max: 1.366307, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.443803, LT: 1.434669, Top1S: 66.931007, Top1T: 66.798836 Train:epoch: 95, loss@min: 0.947847, loss@max: 1.362111, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Sep 6 11:00:56 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.798219, loss@max: 1.687795, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 2, loss@min: 4.532491, loss@max: 1.749769, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 3, loss@min: 4.002088, loss@max: 1.717183, Top1S acc: 100.000000, Top1T acc: 66.336632 Train:epoch: 4, loss@min: 3.915160, loss@max: 1.790140, Top1S acc: 100.000000, Top1T acc: 65.346535 Train:epoch: 5, loss@min: 3.223711, loss@max: 1.690302, Top1S acc: 100.000000, Top1T acc: 69.306931 Train:epoch: 6, loss@min: 3.400974, loss@max: 1.805339, Top1S acc: 100.000000, Top1T acc: 65.346535 Train:epoch: 7, loss@min: 3.310251, loss@max: 1.845157, Top1S acc: 100.000000, Top1T acc: 74.257423 Train:epoch: 8, loss@min: 3.020017, loss@max: 1.818747, Top1S acc: 100.000000, Top1T acc: 76.237625 Train:epoch: 9, loss@min: 2.645748, loss@max: 1.775839, Top1S acc: 100.000000, Top1T acc: 76.237625 Train:epoch: 10, loss@min: 2.754642, loss@max: 1.841897, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 11, loss@min: 2.583296, loss@max: 1.827306, Top1S acc: 100.000000, Top1T acc: 82.178215 Train:epoch: 12, loss@min: 2.770954, loss@max: 1.911694, Top1S acc: 100.000000, Top1T acc: 74.257423 Train:epoch: 13, loss@min: 2.533853, loss@max: 1.852725, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 14, loss@min: 2.236273, loss@max: 1.809690, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 15, loss@min: 2.226032, loss@max: 1.799814, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 16, loss@min: 2.132767, loss@max: 1.776555, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 17, loss@min: 1.903701, loss@max: 1.694604, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 18, loss@min: 1.986749, loss@max: 1.730953, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 19, loss@min: 1.866953, loss@max: 1.699794, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 20, loss@min: 2.063991, loss@max: 1.746661, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 21, loss@min: 1.602886, loss@max: 1.623741, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 22, loss@min: 1.663637, loss@max: 1.626316, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 23, loss@min: 1.757914, loss@max: 1.667133, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 24, loss@min: 1.772774, loss@max: 1.671966, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 25, loss@min: 1.468326, loss@max: 1.568416, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 26, loss@min: 1.580012, loss@max: 1.615414, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 27, loss@min: 1.534968, loss@max: 1.603287, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 28, loss@min: 1.471103, loss@max: 1.598061, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 29, loss@min: 1.692358, loss@max: 1.645010, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 30, loss@min: 1.348473, loss@max: 1.553105, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 31, loss@min: 1.568281, loss@max: 1.626486, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 32, loss@min: 1.245368, loss@max: 1.505584, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 33, loss@min: 1.320220, loss@max: 1.548700, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 34, loss@min: 1.321035, loss@max: 1.551138, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 35, loss@min: 1.356385, loss@max: 1.542426, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 36, loss@min: 1.294832, loss@max: 1.552446, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 37, loss@min: 1.257490, loss@max: 1.532089, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 38, loss@min: 1.216085, loss@max: 1.532850, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 39, loss@min: 1.179205, loss@max: 1.513861, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 40, loss@min: 1.149604, loss@max: 1.510840, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 41, loss@min: 1.195705, loss@max: 1.516933, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 42, loss@min: 1.182598, loss@max: 1.519592, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 43, loss@min: 1.110304, loss@max: 1.465320, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 44, loss@min: 1.299788, loss@max: 1.545879, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 45, loss@min: 1.172464, loss@max: 1.508835, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 46, loss@min: 1.156224, loss@max: 1.497332, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 47, loss@min: 1.304009, loss@max: 1.565534, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 48, loss@min: 1.100269, loss@max: 1.479253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.094153, loss@max: 1.485893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.062724, loss@max: 1.469800, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 51, loss@min: 1.134165, loss@max: 1.495318, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 52, loss@min: 1.192131, loss@max: 1.554127, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 53, loss@min: 1.113115, loss@max: 1.494725, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 54, loss@min: 1.142064, loss@max: 1.497241, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 55, loss@min: 1.027250, loss@max: 1.441802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.081136, loss@max: 1.460063, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 57, loss@min: 1.021669, loss@max: 1.451115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.047391, loss@max: 1.469903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.082057, loss@max: 1.477173, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 60, loss@min: 1.111534, loss@max: 1.491042, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 61, loss@min: 1.051711, loss@max: 1.458182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.030962, loss@max: 1.444032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.109831, loss@max: 1.482202, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 64, loss@min: 1.063872, loss@max: 1.473702, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 65, loss@min: 1.024730, loss@max: 1.434490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.027748, loss@max: 1.449872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.034635, loss@max: 1.470052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.020236, loss@max: 1.446793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.023239, loss@max: 1.441852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.134744, loss@max: 1.522460, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 71, loss@min: 1.062575, loss@max: 1.465823, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 72, loss@min: 1.017512, loss@max: 1.440548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.045352, loss@max: 1.435163, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 74, loss@min: 1.179495, loss@max: 1.471842, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 1.119023, loss@max: 1.497904, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 76, loss@min: 1.090341, loss@max: 1.500778, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 77, loss@min: 1.101831, loss@max: 1.473886, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 78, loss@min: 1.005274, loss@max: 1.437588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.054410, loss@max: 1.469433, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 80, loss@min: 1.011644, loss@max: 1.452298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.342962, LT: 1.340794, Top1S: 66.243721, Top1T: 66.137985Best acc: 66.243721 Train:epoch: 81, loss@min: 1.015487, loss@max: 1.433156, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 81, LS: 1.342521, LT: 1.340543, Top1S: 66.270149, Top1T: 66.164413Best acc: 66.270149 Train:epoch: 82, loss@min: 1.004713, loss@max: 1.435914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.342113, LT: 1.340181, Top1S: 66.270149, Top1T: 66.270149 Train:epoch: 83, loss@min: 0.983043, loss@max: 1.416092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.341891, LT: 1.339884, Top1S: 66.243721, Top1T: 66.217285 Train:epoch: 84, loss@min: 1.055276, loss@max: 1.468238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.341763, LT: 1.339513, Top1S: 66.243721, Top1T: 66.243721 Train:epoch: 85, loss@min: 1.001786, loss@max: 1.437221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.341630, LT: 1.339257, Top1S: 66.243721, Top1T: 66.243721 Train:epoch: 86, loss@min: 1.135619, loss@max: 1.491598, Top1S acc: 100.000000, Top1T acc: 98.019798 Test:epoch: 86, LS: 1.341308, LT: 1.338955, Top1S: 66.243721, Top1T: 66.217285 Train:epoch: 87, loss@min: 1.034722, loss@max: 1.443690, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 87, LS: 1.341169, LT: 1.338743, Top1S: 66.349457, Top1T: 66.243721Best acc: 66.349457 Train:epoch: 88, loss@min: 1.010733, loss@max: 1.439571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.341054, LT: 1.338584, Top1S: 66.375893, Top1T: 66.270149Best acc: 66.375893 Train:epoch: 89, loss@min: 1.016715, loss@max: 1.436120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.340781, LT: 1.338446, Top1S: 66.375893, Top1T: 66.323021 Train:epoch: 90, loss@min: 1.073534, loss@max: 1.464785, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 90, LS: 1.340530, LT: 1.338282, Top1S: 66.428757, Top1T: 66.375893Best acc: 66.428757 Train:epoch: 91, loss@min: 1.008886, loss@max: 1.417645, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 91, LS: 1.340268, LT: 1.338103, Top1S: 66.402321, Top1T: 66.402321 Train:epoch: 92, loss@min: 1.008157, loss@max: 1.428762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.340138, LT: 1.337950, Top1S: 66.375893, Top1T: 66.375893 Train:epoch: 93, loss@min: 1.011597, loss@max: 1.445184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.340061, LT: 1.337871, Top1S: 66.402321, Top1T: 66.455193Best acc: 66.455193 Train:epoch: 94, loss@min: 1.006535, loss@max: 1.423452, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 94, LS: 1.340031, LT: 1.337856, Top1S: 66.428757, Top1T: 66.481628Best acc: 66.481628 Train:epoch: 95, loss@min: 1.023955, loss@max: 1.438040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.340024, LT: 1.337854, Top1S: 66.455193, Top1T: 66.508057Best acc: 66.508057 Train:epoch: 96, loss@min: 1.074591, loss@max: 1.462590, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 96, LS: 1.340032, LT: 1.337842, Top1S: 66.428757, Top1T: 66.508057 Train:epoch: 97, loss@min: 1.021659, loss@max: 1.447857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.340001, LT: 1.337732, Top1S: 66.428757, Top1T: 66.508057 Train:epoch: 98, loss@min: 1.052972, loss@max: 1.450183, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 98, LS: 1.339907, LT: 1.337610, Top1S: 66.481628, Top1T: 66.508057 Train:epoch: 99, loss@min: 1.079434, loss@max: 1.466067, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 99, LS: 1.339852, LT: 1.337567, Top1S: 66.455193, Top1T: 66.560928Best acc: 66.560928 Train:epoch: 100, loss@min: 1.034869, loss@max: 1.459063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.339857, LT: 1.337624, Top1S: 66.455193, Top1T: 66.560928 Train:epoch: 101, loss@min: 0.984643, loss@max: 1.406042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.339887, LT: 1.337723, Top1S: 66.481628, Top1T: 66.534492 Train:epoch: 102, loss@min: 1.009097, loss@max: 1.431709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.339865, LT: 1.337736, Top1S: 66.481628, Top1T: 66.534492 Train:epoch: 103, loss@min: 1.008177, loss@max: 1.436909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.339754, LT: 1.337746, Top1S: 66.508057, Top1T: 66.508057 Train:epoch: 104, loss@min: 1.035572, loss@max: 1.436112, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 104, LS: 1.339619, LT: 1.337695, Top1S: 66.508057, Top1T: 66.534492 Train:epoch: 105, loss@min: 1.029394, loss@max: 1.443253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.339521, LT: 1.337628, Top1S: 66.560928, Top1T: 66.534492 Train:epoch: 106, loss@min: 1.079241, loss@max: 1.454802, Top1S acc: 100.000000, Top1T acc: 98.019798 Test:epoch: 106, LS: 1.339420, LT: 1.337521, Top1S: 66.613792, Top1T: 66.508057Best acc: 66.613792 Train:epoch: 107, loss@min: 0.999865, loss@max: 1.437623, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.339318, LT: 1.337402, Top1S: 66.613792, Top1T: 66.508057 Train:epoch: 108, loss@min: 0.986811, loss@max: 1.416163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.339265, LT: 1.337285, Top1S: 66.613792, Top1T: 66.534492 Train:epoch: 109, loss@min: 0.989701, loss@max: 1.418107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.339272, LT: 1.337168, Top1S: 66.613792, Top1T: 66.534492 Train:epoch: 110, loss@min: 0.991679, loss@max: 1.423043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.339270, LT: 1.337046, Top1S: 66.613792, Top1T: 66.560928 Train:epoch: 111, loss@min: 0.982795, loss@max: 1.410463, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Wed Sep 6 11:27:06 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.909965, loss@max: 1.718257, Top1S acc: 100.000000, Top1T acc: 54.081631 Train:epoch: 2, loss@min: 4.493910, loss@max: 1.744105, Top1S acc: 100.000000, Top1T acc: 53.571426 Train:epoch: 3, loss@min: 3.806770, loss@max: 1.687201, Top1S acc: 100.000000, Top1T acc: 62.755100 Train:epoch: 4, loss@min: 3.885260, loss@max: 1.807863, Top1S acc: 100.000000, Top1T acc: 55.612244 Train:epoch: 5, loss@min: 3.412911, loss@max: 1.777716, Top1S acc: 100.000000, Top1T acc: 66.836731 Train:epoch: 6, loss@min: 3.295669, loss@max: 1.813953, Top1S acc: 100.000000, Top1T acc: 70.918365 Train:epoch: 7, loss@min: 3.069772, loss@max: 1.819821, Top1S acc: 100.000000, Top1T acc: 68.367348 Train:epoch: 8, loss@min: 2.822224, loss@max: 1.815780, Top1S acc: 100.000000, Top1T acc: 70.918365 Train:epoch: 9, loss@min: 2.724588, loss@max: 1.838674, Top1S acc: 100.000000, Top1T acc: 76.020409 Train:epoch: 10, loss@min: 2.496936, loss@max: 1.811381, Top1S acc: 100.000000, Top1T acc: 76.530609 Train:epoch: 11, loss@min: 2.484203, loss@max: 1.844698, Top1S acc: 100.000000, Top1T acc: 77.551010 Train:epoch: 12, loss@min: 2.807650, loss@max: 1.933944, Top1S acc: 100.000000, Top1T acc: 78.571426 Train:epoch: 13, loss@min: 2.127975, loss@max: 1.781126, Top1S acc: 100.000000, Top1T acc: 83.673470 Train:epoch: 14, loss@min: 1.978020, loss@max: 1.759951, Top1S acc: 100.000000, Top1T acc: 84.183670 Train:epoch: 15, loss@min: 2.009364, loss@max: 1.756740, Top1S acc: 100.000000, Top1T acc: 87.755096 Train:epoch: 16, loss@min: 2.066344, loss@max: 1.789173, Top1S acc: 100.000000, Top1T acc: 83.673470 Train:epoch: 17, loss@min: 1.913835, loss@max: 1.746803, Top1S acc: 100.000000, Top1T acc: 85.204079 Train:epoch: 18, loss@min: 1.996683, loss@max: 1.750060, Top1S acc: 100.000000, Top1T acc: 84.693878 Train:epoch: 19, loss@min: 1.780271, loss@max: 1.694842, Top1S acc: 100.000000, Top1T acc: 88.265305 Train:epoch: 20, loss@min: 1.901354, loss@max: 1.722437, Top1S acc: 100.000000, Top1T acc: 87.244896 Train:epoch: 21, loss@min: 1.927727, loss@max: 1.738758, Top1S acc: 100.000000, Top1T acc: 87.755096 Train:epoch: 22, loss@min: 1.781341, loss@max: 1.669269, Top1S acc: 100.000000, Top1T acc: 92.346939 Train:epoch: 23, loss@min: 1.754877, loss@max: 1.658752, Top1S acc: 100.000000, Top1T acc: 89.285713 Train:epoch: 24, loss@min: 1.651377, loss@max: 1.646128, Top1S acc: 100.000000, Top1T acc: 88.265305 Train:epoch: 25, loss@min: 1.651396, loss@max: 1.637953, Top1S acc: 100.000000, Top1T acc: 90.816322 Train:epoch: 26, loss@min: 1.768571, loss@max: 1.659785, Top1S acc: 100.000000, Top1T acc: 89.795914 Train:epoch: 27, loss@min: 1.507143, loss@max: 1.590413, Top1S acc: 100.000000, Top1T acc: 92.857140 Train:epoch: 28, loss@min: 1.500714, loss@max: 1.587826, Top1S acc: 100.000000, Top1T acc: 92.346939 Train:epoch: 29, loss@min: 1.604450, loss@max: 1.607271, Top1S acc: 100.000000, Top1T acc: 92.346939 Train:epoch: 30, loss@min: 1.342554, loss@max: 1.543002, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 31, loss@min: 1.571413, loss@max: 1.621434, Top1S acc: 100.000000, Top1T acc: 92.346939 Train:epoch: 32, loss@min: 1.480929, loss@max: 1.597218, Top1S acc: 100.000000, Top1T acc: 93.367348 Train:epoch: 33, loss@min: 1.260267, loss@max: 1.529891, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 34, loss@min: 1.329770, loss@max: 1.557637, Top1S acc: 100.000000, Top1T acc: 95.408165 Train:epoch: 35, loss@min: 1.326275, loss@max: 1.550728, Top1S acc: 100.000000, Top1T acc: 94.387756 Train:epoch: 36, loss@min: 1.278995, loss@max: 1.528088, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 37, loss@min: 1.217028, loss@max: 1.500876, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 38, loss@min: 1.261366, loss@max: 1.519332, Top1S acc: 100.000000, Top1T acc: 95.408165 Train:epoch: 39, loss@min: 1.272066, loss@max: 1.528522, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 40, loss@min: 1.323808, loss@max: 1.548017, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 41, loss@min: 1.171468, loss@max: 1.511999, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 42, loss@min: 1.303130, loss@max: 1.545726, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 43, loss@min: 1.230469, loss@max: 1.539001, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 44, loss@min: 1.163152, loss@max: 1.490115, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 45, loss@min: 1.319921, loss@max: 1.538469, Top1S acc: 100.000000, Top1T acc: 94.897957 Train:epoch: 46, loss@min: 1.118331, loss@max: 1.480378, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 47, loss@min: 1.158992, loss@max: 1.497906, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 48, loss@min: 1.201615, loss@max: 1.527800, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 49, loss@min: 1.254357, loss@max: 1.536732, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 50, loss@min: 1.195887, loss@max: 1.520737, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 51, loss@min: 1.138174, loss@max: 1.500608, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 52, loss@min: 1.146780, loss@max: 1.510870, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 53, loss@min: 1.243212, loss@max: 1.515909, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 54, loss@min: 1.056884, loss@max: 1.451658, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 55, loss@min: 1.162294, loss@max: 1.513506, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 56, loss@min: 1.242000, loss@max: 1.522170, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 57, loss@min: 1.072009, loss@max: 1.468442, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 58, loss@min: 1.136075, loss@max: 1.488886, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 59, loss@min: 1.119168, loss@max: 1.481771, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 60, loss@min: 1.115811, loss@max: 1.478546, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 61, loss@min: 1.160375, loss@max: 1.494856, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 62, loss@min: 1.067358, loss@max: 1.461365, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 63, loss@min: 1.108936, loss@max: 1.489289, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 64, loss@min: 1.116684, loss@max: 1.477907, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 65, loss@min: 1.094415, loss@max: 1.460293, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 66, loss@min: 1.051187, loss@max: 1.458171, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 67, loss@min: 1.080017, loss@max: 1.471232, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 68, loss@min: 1.099560, loss@max: 1.473396, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 69, loss@min: 1.059881, loss@max: 1.469332, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 70, loss@min: 1.065166, loss@max: 1.463036, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 71, loss@min: 1.047106, loss@max: 1.461199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.139118, loss@max: 1.482449, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 73, loss@min: 1.072827, loss@max: 1.465157, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 74, loss@min: 1.063507, loss@max: 1.462768, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 75, loss@min: 1.085002, loss@max: 1.472402, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 76, loss@min: 1.102761, loss@max: 1.455974, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 77, loss@min: 1.088887, loss@max: 1.467425, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 78, loss@min: 1.066468, loss@max: 1.445200, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 79, loss@min: 1.045882, loss@max: 1.456349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.081761, loss@max: 1.484861, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 81, loss@min: 1.111601, loss@max: 1.484837, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 82, loss@min: 1.072520, loss@max: 1.465909, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 83, loss@min: 1.062191, loss@max: 1.452977, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 84, loss@min: 1.037635, loss@max: 1.447706, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 85, loss@min: 1.119966, loss@max: 1.472059, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 86, loss@min: 1.070467, loss@max: 1.461796, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 87, loss@min: 1.055037, loss@max: 1.457398, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 88, loss@min: 1.016179, loss@max: 1.435164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.058963, loss@max: 1.456375, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 90, loss@min: 1.033953, loss@max: 1.450008, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 91, loss@min: 1.022912, loss@max: 1.434302, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 92, loss@min: 1.033608, loss@max: 1.449733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.051055, loss@max: 1.442518, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 94, loss@min: 1.085689, loss@max: 1.472645, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 95, loss@min: 1.053874, loss@max: 1.453687, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 96, loss@min: 1.066027, loss@max: 1.460249, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 97, loss@min: 1.064525, loss@max: 1.460165, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 98, loss@min: 1.057379, loss@max: 1.457100, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 99, loss@min: 0.996572, loss@max: 1.421523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.024241, loss@max: 1.444130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.486556, LT: 1.489948, Top1S: 58.699169, Top1T: 58.487751Best acc: 58.699169 Train:epoch: 101, loss@min: 1.052332, loss@max: 1.454345, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 101, LS: 1.486609, LT: 1.490042, Top1S: 58.674297, Top1T: 58.462879 Train:epoch: 102, loss@min: 1.047897, loss@max: 1.447064, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 102, LS: 1.486679, LT: 1.490218, Top1S: 58.686733, Top1T: 58.438007 Train:epoch: 103, loss@min: 1.078648, loss@max: 1.470102, Top1S acc: 100.000000, Top1T acc: 98.469383 Test:epoch: 103, LS: 1.486562, LT: 1.490233, Top1S: 58.711605, Top1T: 58.450443Best acc: 58.711605 Train:epoch: 104, loss@min: 1.032814, loss@max: 1.447761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.486333, LT: 1.490172, Top1S: 58.724041, Top1T: 58.450443Best acc: 58.724041 Train:epoch: 105, loss@min: 1.028418, loss@max: 1.441389, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 105, LS: 1.486145, LT: 1.490102, Top1S: 58.761349, Top1T: 58.438007Best acc: 58.761349 Train:epoch: 106, loss@min: 1.100256, loss@max: 1.459153, Top1S acc: 100.000000, Top1T acc: 97.959183 Test:epoch: 106, LS: 1.486049, LT: 1.490020, Top1S: 58.761349, Top1T: 58.475315 Train:epoch: 107, loss@min: 1.044743, loss@max: 1.446658, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 107, LS: 1.485964, LT: 1.489965, Top1S: 58.773788, Top1T: 58.487751Best acc: 58.773788 Train:epoch: 108, loss@min: 1.004398, loss@max: 1.428261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.485916, LT: 1.489915, Top1S: 58.748913, Top1T: 58.500191 Train:epoch: 109, loss@min: 1.102982, loss@max: 1.462408, Top1S acc: 100.000000, Top1T acc: 97.448975 Test:epoch: 109, LS: 1.485819, LT: 1.489800, Top1S: 58.786224, Top1T: 58.500191Best acc: 58.786224 Train:epoch: 110, loss@min: 1.015863, loss@max: 1.435521, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 110, LS: 1.485758, LT: 1.489696, Top1S: 58.761349, Top1T: 58.549934 Train:epoch: 111, loss@min: 1.053848, loss@max: 1.444374, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 111, LS: 1.485761, LT: 1.489652, Top1S: 58.786224, Top1T: 58.500191 Train:epoch: 112, loss@min: 1.008510, loss@max: 1.426931, Top1S acc: 100.000000, Top1T acc: 99.489792{"dataset_dir": "E:\\\\", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Sep 6 12:02:46 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Sep 6 12:03:36 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.253758, loss@max: 1.652181, Top1S acc: 99.609375, Top1T acc: 66.406250 Train:epoch: 2, loss@min: 4.303731, loss@max: 1.826435, Top1S acc: 99.609375, Top1T acc: 65.234375 Train:epoch: 3, loss@min: 3.569591, loss@max: 1.765522, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 4, loss@min: 3.411422, loss@max: 1.775854, Top1S acc: 99.609375, Top1T acc: 75.390625 Train:epoch: 5, loss@min: 3.015101, loss@max: 1.741138, Top1S acc: 100.000000, Top1T acc: 76.562500 Train:epoch: 6, loss@min: 2.259758, loss@max: 1.592092, Top1S acc: 99.218750, Top1T acc: 81.640625 Train:epoch: 7, loss@min: 2.431504, loss@max: 1.643426, Top1S acc: 99.609375, Top1T acc: 81.250000 Train:epoch: 8, loss@min: 2.040146, loss@max: 1.553681, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 9, loss@min: 1.905527, loss@max: 1.527098, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 10, loss@min: 1.670205, loss@max: 1.457309, Top1S acc: 99.609375, Top1T acc: 91.406250 Train:epoch: 11, loss@min: 1.605531, loss@max: 1.456643, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 12, loss@min: 1.399576, loss@max: 1.422268, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 13, loss@min: 1.560069, loss@max: 1.461616, Top1S acc: 99.609375, Top1T acc: 91.796875 Train:epoch: 14, loss@min: 1.378053, loss@max: 1.426444, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 15, loss@min: 1.388309, loss@max: 1.452985, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 16, loss@min: 1.425696, loss@max: 1.444170, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 17, loss@min: 1.354539, loss@max: 1.424817, Top1S acc: 99.218750, Top1T acc: 95.703125 Train:epoch: 18, loss@min: 1.165583, loss@max: 1.374821, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 19, loss@min: 1.182706, loss@max: 1.380874, Top1S acc: 99.609375, Top1T acc: 97.656250 Train:epoch: 20, loss@min: 1.241419, loss@max: 1.425330, Top1S acc: 99.609375, Top1T acc: 95.312500 Train:epoch: 21, loss@min: 1.108118, loss@max: 1.372930, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.083216, loss@max: 1.370413, Top1S acc: 99.609375, Top1T acc: 98.437500 Train:epoch: 23, loss@min: 1.216072, loss@max: 1.422859, Top1S acc: 99.609375, Top1T acc: 97.265625 Train:epoch: 24, loss@min: 1.149487, loss@max: 1.406803, Top1S acc: 99.609375, Top1T acc: 97.656250 Train:epoch: 25, loss@min: 1.147796, loss@max: 1.421907, Top1S acc: 99.609375, Top1T acc: 98.437500 Train:epoch: 26, loss@min: 1.056716, loss@max: 1.378209, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 1.057104, loss@max: 1.382083, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.138433, loss@max: 1.421955, Top1S acc: 99.609375, Top1T acc: 98.046875 Train:epoch: 29, loss@min: 1.092703, loss@max: 1.410158, Top1S acc: 99.218750, Top1T acc: 98.046875 Train:epoch: 30, loss@min: 1.034025, loss@max: 1.390007, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 1.116351, loss@max: 1.414656, Top1S acc: 99.218750, Top1T acc: 98.046875 Train:epoch: 32, loss@min: 1.147272, loss@max: 1.428805, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 33, loss@min: 1.066331, loss@max: 1.392607, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 34, loss@min: 1.042574, loss@max: 1.410792, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 35, loss@min: 1.033953, loss@max: 1.395966, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 36, loss@min: 1.022494, loss@max: 1.401448, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.020790, loss@max: 1.393026, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.012034, loss@max: 1.400327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.021306, loss@max: 1.401785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.051282, loss@max: 1.423362, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 41, loss@min: 0.995463, loss@max: 1.399537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.002409, loss@max: 1.398267, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 43, loss@min: 1.087278, loss@max: 1.402212, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 44, loss@min: 1.021213, loss@max: 1.414763, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 45, loss@min: 1.012009, loss@max: 1.417768, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.996276, loss@max: 1.394664, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.984423, loss@max: 1.381709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.068114, loss@max: 1.416874, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 49, loss@min: 0.978148, loss@max: 1.401549, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.980857, loss@max: 1.396896, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.998603, loss@max: 1.389701, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 1.003884, loss@max: 1.401044, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 53, loss@min: 1.003276, loss@max: 1.387897, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 1.016516, loss@max: 1.407592, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 55, loss@min: 1.122864, loss@max: 1.432732, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 56, loss@min: 1.010437, loss@max: 1.403921, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 57, loss@min: 0.990463, loss@max: 1.385056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.999617, loss@max: 1.414541, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.993310, loss@max: 1.396706, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 60, loss@min: 0.999610, loss@max: 1.389809, Top1S acc: 99.218750, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.988688, loss@max: 1.403415, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 62, loss@min: 1.001645, loss@max: 1.411307, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 1.057938, loss@max: 1.417041, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 64, loss@min: 0.982166, loss@max: 1.394382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.999695, loss@max: 1.407562, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 0.974771, loss@max: 1.388441, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.979974, loss@max: 1.380686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.965039, loss@max: 1.382132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.001726, loss@max: 1.405588, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.989951, loss@max: 1.400372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.974256, loss@max: 1.390417, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.991754, loss@max: 1.400102, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 0.974893, loss@max: 1.384776, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.972363, loss@max: 1.385828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.958336, loss@max: 1.383221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.005784, loss@max: 1.409080, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 77, loss@min: 0.976843, loss@max: 1.391030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.967342, loss@max: 1.384285, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.966346, loss@max: 1.383740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.010811, loss@max: 1.391919, Top1S acc: 99.609375, Top1T acc: 99.609375 Test:epoch: 80, LS: 2.046694, LT: 2.056670, Top1S: 59.845997, Top1T: 59.604000Best acc: 59.845997 Train:epoch: 81, loss@min: 0.964064, loss@max: 1.385157, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Wed Sep 6 17:38:51 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Wed Sep 6 17:39:09 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.516221, loss@max: 1.649893, Top1S acc: 100.000000, Top1T acc: 62.890625 Train:epoch: 2, loss@min: 4.208493, loss@max: 1.718434, Top1S acc: 100.000000, Top1T acc: 61.328125 Train:epoch: 3, loss@min: 3.717754, loss@max: 1.696818, Top1S acc: 100.000000, Top1T acc: 65.234375 Train:epoch: 4, loss@min: 3.202971, loss@max: 1.642124, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 5, loss@min: 3.018587, loss@max: 1.668734, Top1S acc: 100.000000, Top1T acc: 73.437500 Train:epoch: 6, loss@min: 3.001641, loss@max: 1.696618, Top1S acc: 100.000000, Top1T acc: 73.828125 Train:epoch: 7, loss@min: 2.493983, loss@max: 1.632931, Top1S acc: 100.000000, Top1T acc: 76.953125 Train:epoch: 8, loss@min: 2.452023, loss@max: 1.665822, Top1S acc: 100.000000, Top1T acc: 80.859375 Train:epoch: 9, loss@min: 2.056603, loss@max: 1.601431, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 10, loss@min: 1.764777, loss@max: 1.548911, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 11, loss@min: 1.795332, loss@max: 1.561855, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 12, loss@min: 1.835768, loss@max: 1.588625, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 13, loss@min: 1.681171, loss@max: 1.549759, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 14, loss@min: 1.708808, loss@max: 1.557590, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 15, loss@min: 1.457427, loss@max: 1.486479, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 16, loss@min: 1.460730, loss@max: 1.496698, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 17, loss@min: 1.566339, loss@max: 1.528277, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 18, loss@min: 1.321947, loss@max: 1.472849, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 19, loss@min: 1.261517, loss@max: 1.451324, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 20, loss@min: 1.185077, loss@max: 1.428529, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 21, loss@min: 1.222634, loss@max: 1.441133, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 22, loss@min: 1.181146, loss@max: 1.441415, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 23, loss@min: 1.187361, loss@max: 1.438113, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 24, loss@min: 1.159845, loss@max: 1.432935, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 25, loss@min: 1.175638, loss@max: 1.452074, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 26, loss@min: 1.126354, loss@max: 1.425829, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 27, loss@min: 1.103714, loss@max: 1.427247, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.088787, loss@max: 1.420416, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 29, loss@min: 1.118898, loss@max: 1.427246, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 30, loss@min: 1.068068, loss@max: 1.408992, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.102904, loss@max: 1.431591, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 1.066464, loss@max: 1.416396, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 33, loss@min: 1.031336, loss@max: 1.403018, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 1.054600, loss@max: 1.424551, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 1.025823, loss@max: 1.402157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.038214, loss@max: 1.400602, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 37, loss@min: 1.011322, loss@max: 1.402080, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.036339, loss@max: 1.403523, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.008690, loss@max: 1.408112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.016049, loss@max: 1.403686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.031336, loss@max: 1.407636, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 1.029523, loss@max: 1.415957, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 1.008503, loss@max: 1.401401, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 1.001454, loss@max: 1.407948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.006931, loss@max: 1.406600, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.990739, loss@max: 1.384722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.998640, loss@max: 1.398195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.005037, loss@max: 1.397398, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 0.997230, loss@max: 1.397235, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 1.002682, loss@max: 1.411645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.987146, loss@max: 1.402244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.981754, loss@max: 1.399052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.982868, loss@max: 1.393663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.982529, loss@max: 1.396091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.002095, loss@max: 1.410536, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 56, loss@min: 0.993114, loss@max: 1.410226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.974858, loss@max: 1.401690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.972066, loss@max: 1.392815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.988560, loss@max: 1.398847, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.983849, loss@max: 1.401987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.980788, loss@max: 1.404083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.978631, loss@max: 1.397877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.035116, loss@max: 1.416619, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 1.000067, loss@max: 1.417982, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 65, loss@min: 0.976362, loss@max: 1.401686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.984166, loss@max: 1.402174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.984449, loss@max: 1.400918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.977906, loss@max: 1.390115, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 1.010373, loss@max: 1.403538, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.974577, loss@max: 1.395384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.966121, loss@max: 1.390219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.995805, loss@max: 1.409855, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 0.973830, loss@max: 1.393751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.972077, loss@max: 1.396831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.976521, loss@max: 1.397445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.972313, loss@max: 1.390539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.985542, loss@max: 1.395996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.980093, loss@max: 1.397207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.972600, loss@max: 1.391921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.975661, loss@max: 1.395591, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 81, loss@min: 0.974031, loss@max: 1.397722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.999849, loss@max: 1.408049, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 83, loss@min: 0.965929, loss@max: 1.390082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.977259, loss@max: 1.402337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.968142, loss@max: 1.392405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.968140, loss@max: 1.387152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.974321, loss@max: 1.400067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.978028, loss@max: 1.400536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.973744, loss@max: 1.395534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.001891, loss@max: 1.404071, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 91, loss@min: 0.978651, loss@max: 1.394285, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 92, loss@min: 0.973269, loss@max: 1.396791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.968506, loss@max: 1.391551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.970978, loss@max: 1.394801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.968892, loss@max: 1.394011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.962590, loss@max: 1.380396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.962915, loss@max: 1.385129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.983825, loss@max: 1.394248, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 99, loss@min: 0.977838, loss@max: 1.399127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.971183, loss@max: 1.396087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.586663, LT: 1.590113, Top1S: 62.735516, Top1T: 62.619644Best acc: 62.735516 Train:epoch: 101, loss@min: 0.995224, loss@max: 1.407203, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 101, LS: 1.586599, LT: 1.590142, Top1S: 62.740551, Top1T: 62.629719Best acc: 62.740551 Train:epoch: 102, loss@min: 0.977993, loss@max: 1.389075, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 1.586463, LT: 1.590122, Top1S: 62.735516, Top1T: 62.654911 Train:epoch: 103, loss@min: 0.972010, loss@max: 1.393732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.586273, LT: 1.590111, Top1S: 62.735516, Top1T: 62.654911 Train:epoch: 104, loss@min: 0.968869, loss@max: 1.385545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.586130, LT: 1.590106, Top1S: 62.775818, Top1T: 62.654911Best acc: 62.775818 Train:epoch: 105, loss@min: 0.973196, loss@max: 1.395565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.586025, LT: 1.590051, Top1S: 62.755665, Top1T: 62.659946 Train:epoch: 106, loss@min: 0.975561, loss@max: 1.394650, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 106, LS: 1.586027, LT: 1.589974, Top1S: 62.750626, Top1T: 62.644833 Train:epoch: 107, loss@min: 0.962044, loss@max: 1.386054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.586047, LT: 1.589861, Top1S: 62.750626, Top1T: 62.629719 Train:epoch: 108, loss@min: 0.970885, loss@max: 1.397204, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.586076, LT: 1.589804, Top1S: 62.765739, Top1T: 62.614609 Train:epoch: 109, loss@min: 0.962335, loss@max: 1.385568, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_pets", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Sep 6 19:33:20 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.717257, loss@max: 1.217017, Top1S acc: 100.000000, Top1T acc: 81.081093 Train:epoch: 2, loss@min: 1.845338, loss@max: 1.169430, Top1S acc: 100.000000, Top1T acc: 86.486488 Train:epoch: 3, loss@min: 1.727785, loss@max: 1.279057, Top1S acc: 100.000000, Top1T acc: 89.189201 Train:epoch: 4, loss@min: 1.678110, loss@max: 1.366150, Top1S acc: 100.000000, Top1T acc: 83.783783 Train:epoch: 5, loss@min: 1.880562, loss@max: 1.501275, Top1S acc: 100.000000, Top1T acc: 83.783783 Train:epoch: 6, loss@min: 1.524194, loss@max: 1.466895, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 7, loss@min: 1.269381, loss@max: 1.429162, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 8, loss@min: 1.492165, loss@max: 1.512256, Top1S acc: 100.000000, Top1T acc: 89.189201 Train:epoch: 9, loss@min: 1.302348, loss@max: 1.465017, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 10, loss@min: 1.177976, loss@max: 1.428369, Top1S acc: 100.000000, Top1T acc: 89.189201 Train:epoch: 11, loss@min: 0.965216, loss@max: 1.357023, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 12, loss@min: 0.959459, loss@max: 1.349241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.138725, loss@max: 1.360448, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 14, loss@min: 1.069292, loss@max: 1.342089, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 15, loss@min: 1.287028, loss@max: 1.371044, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 16, loss@min: 1.151968, loss@max: 1.333842, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 17, loss@min: 1.179447, loss@max: 1.307869, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 18, loss@min: 1.470101, loss@max: 1.402736, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 19, loss@min: 1.053718, loss@max: 1.273654, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 20, loss@min: 1.458632, loss@max: 1.409101, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 21, loss@min: 1.021523, loss@max: 1.300123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.159037, loss@max: 1.370869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.102792, loss@max: 1.357034, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 24, loss@min: 1.154581, loss@max: 1.362975, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 25, loss@min: 1.116950, loss@max: 1.357435, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 26, loss@min: 1.021618, loss@max: 1.330911, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 27, loss@min: 0.976100, loss@max: 1.338120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.051961, loss@max: 1.352873, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 29, loss@min: 0.973365, loss@max: 1.338962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.097473, loss@max: 1.379583, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 31, loss@min: 1.023571, loss@max: 1.369178, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 32, loss@min: 1.045225, loss@max: 1.360889, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 33, loss@min: 0.953976, loss@max: 1.348345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.977068, loss@max: 1.362220, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.065370, loss@max: 1.377148, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 36, loss@min: 0.968782, loss@max: 1.335566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.999839, loss@max: 1.379673, Top1S acc: 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loss@max: 1.369224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.956355, loss@max: 1.365369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.959145, loss@max: 1.373398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.979761, loss@max: 1.392524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.975670, loss@max: 1.392257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.949071, loss@max: 1.369114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 1.098245, loss@max: 1.424384, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 103, loss@min: 0.956647, loss@max: 1.370819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 0.964987, loss@max: 1.383865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 1.005811, loss@max: 1.396894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.964200, loss@max: 1.384612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.955196, loss@max: 1.369504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 1.004992, loss@max: 1.409158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 1.025756, loss@max: 1.404875, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 110, loss@min: 0.954400, loss@max: 1.374006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.999673, loss@max: 1.411555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.969981, loss@max: 1.386636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.963145, loss@max: 1.393745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 1.005314, loss@max: 1.401479, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 115, loss@min: 0.981130, loss@max: 1.398992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 1.007501, loss@max: 1.405202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.967267, loss@max: 1.385015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 1.147344, loss@max: 1.426477, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 119, loss@min: 0.962164, loss@max: 1.372501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.958258, loss@max: 1.374500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.953725, loss@max: 1.363061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.958570, loss@max: 1.372630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.997017, loss@max: 1.399110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.960549, loss@max: 1.373468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.981827, loss@max: 1.390619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 1.018573, loss@max: 1.391227, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 127, loss@min: 0.963911, loss@max: 1.380034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.967096, loss@max: 1.379866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 1.043427, loss@max: 1.408974, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 130, loss@min: 1.087359, loss@max: 1.430504, Top1S acc: 100.000000, Top1T acc: 97.297310 Test:epoch: 130, LS: 0.530023, LT: 0.541320, Top1S: 84.546196, Top1T: 84.137367Best acc: 84.546196 Train:epoch: 131, loss@min: 1.009864, loss@max: 1.399160, Top1S acc: 100.000000, Top1T acc: 97.297310 Test:epoch: 131, LS: 0.530015, LT: 0.541326, Top1S: 84.546196, Top1T: 84.137367 Train:epoch: 132, loss@min: 0.964244, loss@max: 1.376359, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.529994, LT: 0.541329, Top1S: 84.546196, Top1T: 84.137367 Train:epoch: 133, loss@min: 0.976592, loss@max: 1.388835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.529978, LT: 0.541331, Top1S: 84.546196, Top1T: 84.137367 Train:epoch: 134, loss@min: 0.988071, loss@max: 1.397000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.529979, LT: 0.541345, Top1S: 84.546196, Top1T: 84.137367 Train:epoch: 135, loss@min: 0.963848, loss@max: 1.376196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.530018, LT: 0.541386, Top1S: 84.546196, Top1T: 84.137367 Train:epoch: 136, loss@min: 0.972606, loss@max: 1.387573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.530046, LT: 0.541420, Top1S: 84.546196, Top1T: 84.137367 Train:epoch: 137, loss@min: 0.954433, loss@max: 1.368248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.530071, LT: 0.541446, Top1S: 84.573448, Top1T: 84.137367Best acc: 84.573448 Train:epoch: 138, loss@min: 0.960086, loss@max: 1.377656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.530074, LT: 0.541446, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 139, loss@min: 0.983029, loss@max: 1.399574, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.530073, LT: 0.541439, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 140, loss@min: 0.954285, loss@max: 1.367760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.530075, LT: 0.541435, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 141, loss@min: 0.977952, loss@max: 1.393739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.530071, LT: 0.541424, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 142, loss@min: 0.958849, loss@max: 1.378341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.530063, LT: 0.541418, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 143, loss@min: 0.962317, loss@max: 1.378425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.530061, LT: 0.541415, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 144, loss@min: 0.959689, loss@max: 1.374965, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.530056, LT: 0.541411, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 145, loss@min: 1.014801, loss@max: 1.412576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.530054, LT: 0.541410, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 146, loss@min: 0.987314, loss@max: 1.395022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.530053, LT: 0.541409, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 147, loss@min: 0.960395, loss@max: 1.372992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.530053, LT: 0.541410, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 148, loss@min: 0.971461, loss@max: 1.388074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.530053, LT: 0.541410, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 149, loss@min: 0.972576, loss@max: 1.387149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.530053, LT: 0.541410, Top1S: 84.573448, Top1T: 84.137367 Train:epoch: 150, loss@min: 0.958760, loss@max: 1.374074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.530053, LT: 0.541410, Top1S: 84.573448, Top1T: 84.137367 ------------------------------------------- Wed Sep 6 19:52:12 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Wed Sep 6 20:02:46 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.491625, loss@max: 1.866446, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 5.126881, loss@max: 1.912871, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 3, loss@min: 4.665342, loss@max: 1.917176, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 4, loss@min: 4.481341, loss@max: 1.967915, Top1S acc: 100.000000, Top1T acc: 69.607849 Train:epoch: 5, loss@min: 4.204895, loss@max: 1.979043, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 6, loss@min: 4.245858, loss@max: 2.049141, Top1S acc: 100.000000, Top1T acc: 68.627457 Train:epoch: 7, loss@min: 3.831922, loss@max: 2.003021, Top1S acc: 100.000000, Top1T acc: 70.588242 Train:epoch: 8, loss@min: 3.745603, loss@max: 2.024538, Top1S acc: 100.000000, Top1T acc: 69.607849 Train:epoch: 9, loss@min: 3.553228, loss@max: 2.006931, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 10, loss@min: 3.250563, loss@max: 1.950312, Top1S acc: 100.000000, Top1T acc: 75.490196 Train:epoch: 11, loss@min: 3.134225, loss@max: 1.952232, Top1S acc: 100.000000, Top1T acc: 74.509804 Train:epoch: 12, loss@min: 3.339262, loss@max: 2.016987, Top1S acc: 100.000000, Top1T acc: 73.529411 Train:epoch: 13, loss@min: 3.193073, loss@max: 1.984473, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 14, loss@min: 2.978656, loss@max: 1.952889, Top1S acc: 100.000000, Top1T acc: 73.529411 Train:epoch: 15, loss@min: 2.702301, loss@max: 1.879668, Top1S acc: 100.000000, Top1T acc: 83.333336 Train:epoch: 16, loss@min: 2.909807, loss@max: 1.940578, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 17, loss@min: 2.549788, loss@max: 1.852670, Top1S acc: 100.000000, Top1T acc: 82.352943 Train:epoch: 18, loss@min: 2.597649, loss@max: 1.882377, Top1S acc: 100.000000, Top1T acc: 81.372551 Train:epoch: 19, loss@min: 2.430089, loss@max: 1.846201, Top1S acc: 100.000000, Top1T acc: 79.411766 Train:epoch: 20, loss@min: 2.389124, loss@max: 1.851998, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 21, loss@min: 2.359632, loss@max: 1.869186, Top1S acc: 100.000000, Top1T acc: 81.372551 Train:epoch: 22, loss@min: 2.228780, loss@max: 1.847503, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 23, loss@min: 2.414373, loss@max: 1.880785, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 24, loss@min: 2.220038, loss@max: 1.849040, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 25, loss@min: 1.942295, loss@max: 1.789618, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 26, loss@min: 1.973949, loss@max: 1.798506, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 27, loss@min: 2.198498, loss@max: 1.863032, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 28, loss@min: 1.906587, loss@max: 1.767288, Top1S acc: 100.000000, Top1T acc: 88.235298 Train:epoch: 29, loss@min: 1.851896, loss@max: 1.775912, Top1S acc: 100.000000, Top1T acc: 91.176476 Train:epoch: 30, loss@min: 1.750408, loss@max: 1.740921, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 31, loss@min: 1.694853, loss@max: 1.715211, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 32, loss@min: 1.862941, loss@max: 1.769158, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 33, loss@min: 1.811853, loss@max: 1.759633, Top1S acc: 100.000000, Top1T acc: 88.235298 Train:epoch: 34, loss@min: 1.838144, loss@max: 1.718863, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 35, loss@min: 1.776930, loss@max: 1.737861, Top1S acc: 100.000000, Top1T acc: 91.176476 Train:epoch: 36, loss@min: 1.564694, loss@max: 1.690520, Top1S acc: 100.000000, Top1T acc: 93.137260 Train:epoch: 37, loss@min: 1.668241, loss@max: 1.702021, Top1S acc: 100.000000, Top1T acc: 91.176476 Train:epoch: 38, loss@min: 1.527996, loss@max: 1.672110, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 39, loss@min: 1.591758, loss@max: 1.664537, Top1S acc: 100.000000, Top1T acc: 91.176476 Train:epoch: 40, loss@min: 1.407647, loss@max: 1.625227, Top1S acc: 100.000000, Top1T acc: 95.098045 Train:epoch: 41, loss@min: 1.514490, loss@max: 1.660951, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 42, loss@min: 1.414618, loss@max: 1.626325, Top1S acc: 100.000000, Top1T acc: 93.137260 Train:epoch: 43, loss@min: 1.418756, loss@max: 1.652355, Top1S acc: 100.000000, Top1T acc: 94.117653 Train:epoch: 44, loss@min: 1.329472, loss@max: 1.609628, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 45, loss@min: 1.378735, loss@max: 1.624918, Top1S acc: 100.000000, Top1T acc: 93.137260 Train:epoch: 46, loss@min: 1.333830, loss@max: 1.600880, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 47, loss@min: 1.355948, loss@max: 1.618434, Top1S acc: 100.000000, Top1T acc: 94.117653 Train:epoch: 48, loss@min: 1.313802, loss@max: 1.587646, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 49, loss@min: 1.223317, loss@max: 1.553329, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 50, loss@min: 1.188979, loss@max: 1.565605, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 51, loss@min: 1.225133, loss@max: 1.571341, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 52, loss@min: 1.296654, loss@max: 1.618165, Top1S acc: 100.000000, Top1T acc: 95.098045 Train:epoch: 53, loss@min: 1.200723, loss@max: 1.577096, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 54, loss@min: 1.267377, loss@max: 1.577622, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 55, loss@min: 1.267526, loss@max: 1.577271, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 56, loss@min: 1.182623, loss@max: 1.560353, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 57, loss@min: 1.211199, loss@max: 1.562498, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 58, loss@min: 1.160067, loss@max: 1.532747, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 59, loss@min: 1.097039, loss@max: 1.510777, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 60, loss@min: 1.138783, loss@max: 1.540770, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 61, loss@min: 1.141111, loss@max: 1.551034, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 62, loss@min: 1.138422, loss@max: 1.546441, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 63, loss@min: 1.123410, loss@max: 1.527754, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 64, loss@min: 1.141857, loss@max: 1.536667, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 65, loss@min: 1.233948, loss@max: 1.566450, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 66, loss@min: 1.169461, loss@max: 1.536913, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 67, loss@min: 1.118771, loss@max: 1.538285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.093914, loss@max: 1.515219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.119628, loss@max: 1.520081, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 70, loss@min: 1.064949, loss@max: 1.500159, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.092138, loss@max: 1.497180, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 72, loss@min: 1.130190, loss@max: 1.525845, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 73, loss@min: 1.079511, loss@max: 1.499086, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 74, loss@min: 1.048385, loss@max: 1.477948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.133367, loss@max: 1.537037, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 76, loss@min: 1.069011, loss@max: 1.479148, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.077156, loss@max: 1.498514, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 78, loss@min: 1.083928, loss@max: 1.506603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.052204, loss@max: 1.468510, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 80, loss@min: 1.148120, loss@max: 1.537959, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 81, loss@min: 1.024363, loss@max: 1.453138, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.088172, loss@max: 1.513076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.100269, loss@max: 1.499023, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 84, loss@min: 1.058343, loss@max: 1.481583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.057466, loss@max: 1.472032, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 86, loss@min: 1.065332, loss@max: 1.471135, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 87, loss@min: 1.043358, loss@max: 1.457293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.031258, loss@max: 1.459931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.056989, loss@max: 1.482876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.051552, loss@max: 1.473853, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 91, loss@min: 1.074656, loss@max: 1.495694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.054441, loss@max: 1.469410, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 93, loss@min: 1.043952, loss@max: 1.477277, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.056757, loss@max: 1.486102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.027672, loss@max: 1.459244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.027261, loss@max: 1.443239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 1.010538, loss@max: 1.438028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.033515, loss@max: 1.466052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.029286, loss@max: 1.455738, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.025344, loss@max: 1.460966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.911534, LT: 0.921163, Top1S: 75.355263, Top1T: 74.543243Best acc: 75.355263 Train:epoch: 101, loss@min: 1.045188, loss@max: 1.468403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.910719, LT: 0.920268, Top1S: 75.436462, Top1T: 74.665047Best acc: 75.436462 Train:epoch: 102, loss@min: 1.021504, loss@max: 1.450269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.909878, LT: 0.919431, Top1S: 75.477058, Top1T: 74.705643Best acc: 75.477058 Train:epoch: 103, loss@min: 1.027303, loss@max: 1.455925, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.909047, LT: 0.918636, Top1S: 75.598862, Top1T: 74.746246Best acc: 75.598862 Train:epoch: 104, loss@min: 1.034354, loss@max: 1.457299, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 104, LS: 0.908254, LT: 0.917856, Top1S: 75.598862, Top1T: 74.786850 Train:epoch: 105, loss@min: 1.048668, loss@max: 1.478498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.907571, LT: 0.917209, Top1S: 75.598862, Top1T: 74.827446 Train:epoch: 106, loss@min: 1.038902, loss@max: 1.466330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.906786, LT: 0.916544, Top1S: 75.598862, Top1T: 74.868050 Train:epoch: 107, loss@min: 1.002233, loss@max: 1.430993, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.906066, LT: 0.915967, Top1S: 75.639465, Top1T: 74.868050Best acc: 75.639465 Train:epoch: 108, loss@min: 1.028213, loss@max: 1.461268, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.905436, LT: 0.915445, Top1S: 75.639465, Top1T: 74.868050 Train:epoch: 109, loss@min: 1.026488, loss@max: 1.452490, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 109, LS: 0.904894, LT: 0.914976, Top1S: 75.639465, Top1T: 74.868050 Train:epoch: 110, loss@min: 1.018564, loss@max: 1.447690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.904332, LT: 0.914502, Top1S: 75.639465, Top1T: 74.868050 Train:epoch: 111, loss@min: 1.045069, loss@max: 1.457563, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 111, LS: 0.903719, LT: 0.913974, Top1S: 75.639465, Top1T: 74.908653 Train:epoch: 112, loss@min: 1.032055, loss@max: 1.468934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.903104, LT: 0.913427, Top1S: 75.680069, Top1T: 74.908653Best acc: 75.680069 Train:epoch: 113, loss@min: 1.073076, loss@max: 1.471498, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 113, LS: 0.902573, LT: 0.912942, Top1S: 75.680069, Top1T: 74.949249 Train:epoch: 114, loss@min: 1.023739, loss@max: 1.451892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.902046, LT: 0.912481, Top1S: 75.680069, Top1T: 74.908653 Train:epoch: 115, loss@min: 1.036194, loss@max: 1.465503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.901602, LT: 0.912105, Top1S: 75.639465, Top1T: 74.908653 Train:epoch: 116, loss@min: 1.061402, loss@max: 1.476366, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 116, LS: 0.901119, LT: 0.911638, Top1S: 75.639465, Top1T: 74.949249 Train:epoch: 117, loss@min: 1.085482, loss@max: 1.484348, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 117, LS: 0.900615, LT: 0.911148, Top1S: 75.680069, Top1T: 74.949249 Train:epoch: 118, loss@min: 1.033981, loss@max: 1.460737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.900149, LT: 0.910698, Top1S: 75.680069, Top1T: 75.071053 Train:epoch: 119, loss@min: 1.043954, loss@max: 1.479922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.899729, LT: 0.910289, Top1S: 75.680069, Top1T: 75.071053 Train:epoch: 120, loss@min: 1.043077, loss@max: 1.464124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.899411, LT: 0.909961, Top1S: 75.680069, Top1T: 75.071053 Train:epoch: 121, loss@min: 1.028225, loss@max: 1.457861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.899108, LT: 0.909643, Top1S: 75.720665, Top1T: 75.071053Best acc: 75.720665 Train:epoch: 122, loss@min: 1.008458, loss@max: 1.436116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.898848, LT: 0.909357, Top1S: 75.720665, Top1T: 75.071053 Train:epoch: 123, loss@min: 1.016288, loss@max: 1.448645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.898582, LT: 0.909057, Top1S: 75.680069, Top1T: 75.030449 Train:epoch: 124, loss@min: 1.028684, loss@max: 1.460585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.898334, LT: 0.908779, Top1S: 75.720665, Top1T: 75.071053 Train:epoch: 125, loss@min: 1.034212, loss@max: 1.461079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.898111, LT: 0.908523, Top1S: 75.761269, Top1T: 75.071053Best acc: 75.761269 Train:epoch: 126, loss@min: 1.124633, loss@max: 1.507690, Top1S acc: 100.000000, Top1T acc: 98.039223 Test:epoch: 126, LS: 0.897921, LT: 0.908305, Top1S: 75.761269, Top1T: 75.071053 Train:epoch: 127, loss@min: 1.017095, loss@max: 1.450097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.897730, LT: 0.908083, Top1S: 75.761269, Top1T: 75.071053 Train:epoch: 128, loss@min: 1.019875, loss@max: 1.449055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.897549, LT: 0.907888, Top1S: 75.761269, Top1T: 75.071053 Train:epoch: 129, loss@min: 1.036405, loss@max: 1.461850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.897392, LT: 0.907713, Top1S: 75.761269, Top1T: 75.071053 Train:epoch: 130, loss@min: 1.022085, loss@max: 1.450767, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "food101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Wed Sep 6 20:25:08 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.608471, loss@max: 1.454035, Top1S acc: 100.000000, Top1T acc: 76.237625 Train:epoch: 2, loss@min: 3.060406, loss@max: 1.466759, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 3, loss@min: 2.866947, loss@max: 1.527411, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 4, loss@min: 2.659998, loss@max: 1.538884, Top1S acc: 100.000000, Top1T acc: 82.178215 Train:epoch: 5, loss@min: 2.181782, loss@max: 1.466138, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 6, loss@min: 2.135146, loss@max: 1.506826, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 7, loss@min: 1.831919, loss@max: 1.470241, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 8, loss@min: 2.006794, loss@max: 1.547326, Top1S acc: 100.000000, Top1T acc: 88.118813 Train:epoch: 9, loss@min: 1.692576, loss@max: 1.489513, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 10, loss@min: 1.525023, loss@max: 1.480994, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 11, loss@min: 1.349244, loss@max: 1.436028, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.396936, loss@max: 1.436778, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 13, loss@min: 1.473718, loss@max: 1.446950, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 14, loss@min: 1.501494, loss@max: 1.443338, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 15, loss@min: 1.393679, loss@max: 1.393045, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 16, loss@min: 1.490398, loss@max: 1.408913, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 17, loss@min: 1.266341, loss@max: 1.349823, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 18, loss@min: 1.400925, loss@max: 1.407320, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 19, loss@min: 1.386108, loss@max: 1.401332, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 20, loss@min: 1.290092, loss@max: 1.385821, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 21, loss@min: 1.229419, loss@max: 1.378677, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 22, loss@min: 1.174274, loss@max: 1.368537, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 23, loss@min: 1.173902, loss@max: 1.359857, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 24, loss@min: 1.317405, loss@max: 1.404844, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 25, loss@min: 0.986886, loss@max: 1.329311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.192010, loss@max: 1.399810, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 27, loss@min: 1.016898, loss@max: 1.363675, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 28, loss@min: 1.162201, loss@max: 1.419563, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 29, loss@min: 1.018563, loss@max: 1.375276, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 1.078901, loss@max: 1.402320, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 31, loss@min: 1.010159, loss@max: 1.376045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.965356, loss@max: 1.352126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.961068, loss@max: 1.344962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.079926, loss@max: 1.396285, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 35, loss@min: 0.987324, loss@max: 1.359842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.010405, loss@max: 1.373751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.050324, loss@max: 1.392909, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 38, loss@min: 1.017726, loss@max: 1.382247, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 39, loss@min: 0.977287, loss@max: 1.362702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.104182, loss@max: 1.408076, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 41, loss@min: 0.980987, loss@max: 1.366714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.974320, loss@max: 1.359955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.039714, loss@max: 1.379892, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 44, loss@min: 1.143584, loss@max: 1.409567, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 45, loss@min: 1.059677, loss@max: 1.394771, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 46, loss@min: 0.982221, loss@max: 1.366353, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 47, loss@min: 0.963790, loss@max: 1.366842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.005543, loss@max: 1.397996, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 49, loss@min: 0.989745, loss@max: 1.398889, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 50, loss@min: 0.975632, loss@max: 1.384274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.987690, loss@max: 1.386031, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.973847, loss@max: 1.377352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.982857, loss@max: 1.381077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.000238, loss@max: 1.384776, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 55, loss@min: 0.987879, loss@max: 1.390363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.990762, loss@max: 1.375740, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 57, loss@min: 0.956135, loss@max: 1.379350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.959364, loss@max: 1.368789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.965228, loss@max: 1.380476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.955606, loss@max: 1.377371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.964377, loss@max: 1.380729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.970962, loss@max: 1.389108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.966216, loss@max: 1.376832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.978745, loss@max: 1.386533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.973243, loss@max: 1.370250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.972995, loss@max: 1.382096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.989653, loss@max: 1.393680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.973410, loss@max: 1.374726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.989592, loss@max: 1.388789, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 70, loss@min: 0.965010, loss@max: 1.378575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.966338, loss@max: 1.394799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.969565, loss@max: 1.391955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.981148, loss@max: 1.394009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.999246, loss@max: 1.386683, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.959697, loss@max: 1.369084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.999219, loss@max: 1.384761, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 77, loss@min: 0.972751, loss@max: 1.388172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.000632, loss@max: 1.392283, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 79, loss@min: 0.963095, loss@max: 1.380736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.979280, loss@max: 1.385752, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.971622, loss@max: 1.381814, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.965549, loss@max: 1.373389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.982982, loss@max: 1.392167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.957596, loss@max: 1.376828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.976297, loss@max: 1.378715, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 86, loss@min: 0.950588, loss@max: 1.373632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.979232, loss@max: 1.388032, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 88, loss@min: 0.967784, loss@max: 1.390448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.969811, loss@max: 1.393331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958636, loss@max: 1.369095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.979147, loss@max: 1.381122, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 92, loss@min: 0.976666, loss@max: 1.385414, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.955303, loss@max: 1.366194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.955649, loss@max: 1.368567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.960681, loss@max: 1.382057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.963963, loss@max: 1.376874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.955392, loss@max: 1.373280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.960199, loss@max: 1.380427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.989630, loss@max: 1.395376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.008315, loss@max: 1.399361, Top1S acc: 100.000000, Top1T acc: 98.019798 Test:epoch: 100, LS: 1.211699, LT: 1.225316, Top1S: 76.052803, Top1T: 75.815178Best acc: 76.052803 Train:epoch: 101, loss@min: 0.955782, loss@max: 1.380475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.211504, LT: 1.225164, Top1S: 76.062706, Top1T: 75.801979Best acc: 76.062706 Train:epoch: 102, loss@min: 0.954512, loss@max: 1.378367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.211283, LT: 1.225039, Top1S: 76.052803, Top1T: 75.792076 Train:epoch: 103, loss@min: 0.955740, loss@max: 1.370978, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "fgvc", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 85} ------------------------------------------- Wed Sep 6 20:49:33 2023 ------------------------------------------- Train:epoch: 1, loss@min: 9.608515, loss@max: 2.869307, Top1S acc: 100.000000, Top1T acc: 20.000000 Train:epoch: 2, loss@min: 9.451773, loss@max: 2.946259, Top1S acc: 100.000000, Top1T acc: 21.000000 Train:epoch: 3, loss@min: 8.584673, loss@max: 2.843279, Top1S acc: 100.000000, Top1T acc: 22.000000 Train:epoch: 4, loss@min: 8.026117, loss@max: 2.806026, Top1S acc: 100.000000, Top1T acc: 31.000000 Train:epoch: 5, loss@min: 7.806165, loss@max: 2.852490, Top1S acc: 100.000000, Top1T acc: 29.000000 Train:epoch: 6, loss@min: 7.124862, loss@max: 2.781475, Top1S acc: 100.000000, Top1T acc: 39.000000 Train:epoch: 7, loss@min: 7.441773, loss@max: 2.952658, Top1S acc: 100.000000, Top1T acc: 35.000000 Train:epoch: 8, loss@min: 7.207429, loss@max: 2.969602, Top1S acc: 100.000000, Top1T acc: 43.000000 Train:epoch: 9, loss@min: 6.470948, loss@max: 2.863677, Top1S acc: 100.000000, Top1T acc: 43.000000 Train:epoch: 10, loss@min: 6.331697, loss@max: 2.892740, Top1S acc: 100.000000, Top1T acc: 49.000000 Train:epoch: 11, loss@min: 6.149106, loss@max: 2.904832, Top1S acc: 100.000000, Top1T acc: 53.000000 Train:epoch: 12, loss@min: 5.685912, loss@max: 2.846527, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 13, loss@min: 5.693641, loss@max: 2.890397, Top1S acc: 100.000000, Top1T acc: 49.000000 Train:epoch: 14, loss@min: 5.513184, loss@max: 2.891262, Top1S acc: 100.000000, Top1T acc: 57.000000 Train:epoch: 15, loss@min: 4.995450, loss@max: 2.787698, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 16, loss@min: 4.637775, loss@max: 2.716233, Top1S acc: 100.000000, Top1T acc: 64.000000 Train:epoch: 17, loss@min: 4.880234, loss@max: 2.825736, Top1S acc: 100.000000, Top1T acc: 56.000000 Train:epoch: 18, loss@min: 4.599819, loss@max: 2.793022, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 19, loss@min: 4.471224, loss@max: 2.761557, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 20, loss@min: 3.840070, loss@max: 2.632946, Top1S acc: 100.000000, Top1T acc: 71.000000 Train:epoch: 21, loss@min: 4.034162, loss@max: 2.722866, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 22, loss@min: 3.788205, loss@max: 2.671273, Top1S acc: 100.000000, Top1T acc: 64.000000 Train:epoch: 23, loss@min: 3.849124, loss@max: 2.652092, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 24, loss@min: 3.671041, loss@max: 2.655362, Top1S acc: 100.000000, Top1T acc: 67.000000 Train:epoch: 25, loss@min: 3.440532, loss@max: 2.605864, Top1S acc: 100.000000, Top1T acc: 73.000000 Train:epoch: 26, loss@min: 3.137650, loss@max: 2.528177, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 27, loss@min: 2.943324, loss@max: 2.442375, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 28, loss@min: 3.251064, loss@max: 2.552684, Top1S acc: 100.000000, Top1T acc: 73.000000 Train:epoch: 29, loss@min: 2.862940, loss@max: 2.451455, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 30, loss@min: 2.625089, loss@max: 2.332061, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 31, loss@min: 2.752769, loss@max: 2.384704, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 32, loss@min: 2.769710, loss@max: 2.383767, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 33, loss@min: 2.354970, loss@max: 2.236215, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 34, loss@min: 2.571661, loss@max: 2.284536, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 35, loss@min: 2.735601, loss@max: 2.302068, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 36, loss@min: 2.373309, loss@max: 2.199925, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 37, loss@min: 2.184521, loss@max: 2.177943, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 38, loss@min: 2.360109, loss@max: 2.217524, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 39, loss@min: 2.077565, loss@max: 2.081523, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 40, loss@min: 2.008255, loss@max: 2.076004, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 41, loss@min: 2.323521, loss@max: 2.181041, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 42, loss@min: 1.989983, loss@max: 2.049952, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 43, loss@min: 1.963969, loss@max: 2.011551, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 44, loss@min: 2.035479, loss@max: 2.067764, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 45, loss@min: 1.884264, loss@max: 2.007537, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 46, loss@min: 1.765461, loss@max: 1.983568, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 47, loss@min: 1.745259, loss@max: 1.954736, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 48, loss@min: 1.893727, loss@max: 2.002300, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 49, loss@min: 1.789596, 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1.631365, loss@max: 1.916691, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 60, loss@min: 1.461084, loss@max: 1.801271, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 61, loss@min: 1.503464, loss@max: 1.853993, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 62, loss@min: 1.543795, loss@max: 1.853517, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 63, loss@min: 1.579741, loss@max: 1.856750, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 64, loss@min: 1.582827, loss@max: 1.859057, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 65, loss@min: 1.379640, loss@max: 1.784529, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 66, loss@min: 1.425013, loss@max: 1.771023, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 67, loss@min: 1.340109, loss@max: 1.767172, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 68, loss@min: 1.530611, loss@max: 1.868384, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 69, loss@min: 1.464935, loss@max: 1.822378, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 70, loss@min: 1.381391, loss@max: 1.736591, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 71, loss@min: 1.424049, loss@max: 1.816552, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 72, loss@min: 1.296186, loss@max: 1.711197, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 73, loss@min: 1.399812, loss@max: 1.738281, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 74, loss@min: 1.323954, loss@max: 1.723757, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 75, loss@min: 1.362604, loss@max: 1.749950, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 76, loss@min: 1.324584, loss@max: 1.737979, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 77, loss@min: 1.306122, loss@max: 1.692092, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 78, loss@min: 1.323760, loss@max: 1.701331, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 79, loss@min: 1.217636, loss@max: 1.648461, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 80, loss@min: 1.270656, loss@max: 1.681356, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 81, loss@min: 1.340562, loss@max: 1.741899, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 82, loss@min: 1.279725, loss@max: 1.702868, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 83, loss@min: 1.329089, loss@max: 1.719012, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 84, loss@min: 1.278902, loss@max: 1.711605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.298440, loss@max: 1.694924, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 85, LS: 3.633344, LT: 3.600609, Top1S: 21.782177, Top1T: 21.542154Best acc: 21.782177 Train:epoch: 86, loss@min: 1.260955, loss@max: 1.699946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 3.635052, LT: 3.602245, Top1S: 21.812180, Top1T: 21.572157Best acc: 21.812180 Train:epoch: 87, loss@min: 1.261002, loss@max: 1.676133, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 87, LS: 3.636079, LT: 3.603659, Top1S: 21.782177, Top1T: 21.572157 Train:epoch: 88, loss@min: 1.262254, loss@max: 1.659438, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 88, LS: 3.636977, LT: 3.605131, Top1S: 21.812180, Top1T: 21.512150 Train:epoch: 89, loss@min: 1.285437, loss@max: 1.692213, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 89, LS: 3.637217, LT: 3.606026, Top1S: 21.902189, Top1T: 21.602160Best acc: 21.902189 Train:epoch: 90, loss@min: 1.196540, loss@max: 1.626735, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 90, LS: 3.637388, LT: 3.606912, Top1S: 21.932192, Top1T: 21.662165Best acc: 21.932192 Train:epoch: 91, loss@min: 1.321997, loss@max: 1.674660, Top1S acc: 100.000000, Top1T acc: 96.000000 Test:epoch: 91, LS: 3.638150, LT: 3.608094, Top1S: 22.022202, Top1T: 21.662165Best acc: 22.022202 Train:epoch: 92, loss@min: 1.365714, loss@max: 1.714295, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 92, LS: 3.638017, LT: 3.608138, Top1S: 22.022202, Top1T: 21.752174 Train:epoch: 93, loss@min: 1.262485, loss@max: 1.647135, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 93, LS: 3.637180, LT: 3.607442, Top1S: 22.082207, Top1T: 21.752174Best acc: 22.082207 Train:epoch: 94, loss@min: 1.292554, loss@max: 1.656865, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 94, LS: 3.636724, LT: 3.607035, Top1S: 22.172216, Top1T: 21.812180Best acc: 22.172216 Train:epoch: 95, loss@min: 1.265782, loss@max: 1.676459, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 95, LS: 3.636357, LT: 3.606773, Top1S: 22.112211, Top1T: 21.812180 Train:epoch: 96, loss@min: 1.180914, loss@max: 1.618930, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 3.635803, LT: 3.606509, Top1S: 22.142214, Top1T: 21.782177 Train:epoch: 97, loss@min: 1.247288, loss@max: 1.673322, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 97, LS: 3.634934, LT: 3.605897, Top1S: 22.112211, Top1T: 21.692169 Train:epoch: 98, loss@min: 1.280647, loss@max: 1.650264, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 98, LS: 3.634405, LT: 3.605615, Top1S: 22.172216, Top1T: 21.722172 Train:epoch: 99, loss@min: 1.183265, loss@max: 1.608338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 3.634013, LT: 3.605214, Top1S: 22.112211, Top1T: 21.632162 Train:epoch: 100, loss@min: 1.224869, loss@max: 1.653229, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 100, LS: 3.633963, LT: 3.605033, Top1S: 22.082207, Top1T: 21.632162 Train:epoch: 101, loss@min: 1.221132, loss@max: 1.640110, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 101, LS: 3.633906, LT: 3.604765, Top1S: 21.962194, Top1T: 21.572157 Train:epoch: 102, loss@min: 1.229827, loss@max: 1.654395, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 102, LS: 3.633992, LT: 3.604626, Top1S: 21.962194, Top1T: 21.572157 Train:epoch: 103, loss@min: 1.260793, loss@max: 1.666397, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 103, LS: 3.634105, LT: 3.604415, Top1S: 21.932192, Top1T: 21.602160 Train:epoch: 104, loss@min: 1.325669, loss@max: 1.705227, Top1S acc: 100.000000, Top1T acc: 96.000000 Test:epoch: 104, LS: 3.634324, LT: 3.604101, Top1S: 21.932192, Top1T: 21.572157 Train:epoch: 105, loss@min: 1.156579, loss@max: 1.595524, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 105, LS: 3.634554, LT: 3.603839, Top1S: 21.992199, Top1T: 21.542154 Train:epoch: 106, loss@min: 1.219101, loss@max: 1.648060, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 106, LS: 3.635014, LT: 3.603863, Top1S: 21.902189, Top1T: 21.572157 Train:epoch: 107, loss@min: 1.292798, loss@max: 1.680273, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 107, LS: 3.635265, LT: 3.603616, Top1S: 21.872187, Top1T: 21.782177 Train:epoch: 108, loss@min: 1.274589, loss@max: 1.684895, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 108, LS: 3.635789, LT: 3.603646, Top1S: 21.902189, Top1T: 21.752174 Train:epoch: 109, loss@min: 1.235161, loss@max: 1.640163, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 109, LS: 3.636405, LT: 3.603871, Top1S: 21.902189, Top1T: 21.872187 Train:epoch: 110, loss@min: 1.167690, loss@max: 1.608030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 3.637084, LT: 3.604199, Top1S: 21.812180, Top1T: 21.842184 Train:epoch: 111, loss@min: 1.351545, loss@max: 1.662233, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 111, LS: 3.637475, LT: 3.604395, Top1S: 21.782177, Top1T: 21.842184 Train:epoch: 112, loss@min: 1.226887, loss@max: 1.652674, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 112, LS: 3.637932, LT: 3.604645, Top1S: 21.752174, Top1T: 21.842184 Train:epoch: 113, loss@min: 1.176769, loss@max: 1.607467, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 113, LS: 3.638406, LT: 3.604913, Top1S: 21.752174, Top1T: 21.872187 Train:epoch: 114, loss@min: 1.262965, loss@max: 1.667983, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 114, LS: 3.638782, LT: 3.605150, Top1S: 21.782177, Top1T: 21.842184 Train:epoch: 115, loss@min: 1.153847, loss@max: 1.595320, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 3.639007, LT: 3.605353, Top1S: 21.722172, Top1T: 21.872187 Train:epoch: 116, loss@min: 1.323159, loss@max: 1.653245, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 116, LS: 3.639080, LT: 3.605458, Top1S: 21.782177, Top1T: 21.902189 Train:epoch: 117, loss@min: 1.181918, loss@max: 1.612665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 3.639123, LT: 3.605607, Top1S: 21.722172, Top1T: 21.842184 Train:epoch: 118, loss@min: 1.336161, loss@max: 1.703997, Top1S acc: 100.000000, Top1T acc: 95.000000 Test:epoch: 118, LS: 3.639198, LT: 3.605786, Top1S: 21.812180, Top1T: 21.842184 Train:epoch: 119, loss@min: 1.190643, loss@max: 1.623461, Top1S acc: 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21.872187, Top1T: 21.662165 Train:epoch: 125, loss@min: 1.104712, loss@max: 1.561872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 3.640001, LT: 3.607122, Top1S: 21.812180, Top1T: 21.692169 Train:epoch: 126, loss@min: 1.246349, loss@max: 1.666168, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 126, LS: 3.640115, LT: 3.607346, Top1S: 21.842184, Top1T: 21.662165 Train:epoch: 127, loss@min: 1.194163, loss@max: 1.625304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 3.640238, LT: 3.607532, Top1S: 21.812180, Top1T: 21.692169 Train:epoch: 128, loss@min: 1.191415, loss@max: 1.616172, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 128, LS: 3.640343, LT: 3.607670, Top1S: 21.782177, Top1T: 21.662165 Train:epoch: 129, loss@min: 1.363328, loss@max: 1.671001, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 129, LS: 3.640449, LT: 3.607811, Top1S: 21.782177, Top1T: 21.632162 Train:epoch: 130, loss@min: 1.225616, loss@max: 1.622952, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 130, LS: 3.640547, LT: 3.607954, Top1S: 21.722172, Top1T: 21.662165 Train:epoch: 131, loss@min: 1.247539, loss@max: 1.636206, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 131, LS: 3.640594, LT: 3.608062, Top1S: 21.722172, Top1T: 21.662165 Train:epoch: 132, loss@min: 1.169017, loss@max: 1.611898, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 132, LS: 3.640591, LT: 3.608123, Top1S: 21.722172, Top1T: 21.662165 Train:epoch: 133, loss@min: 1.164348, loss@max: 1.604504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 3.640589, LT: 3.608174, Top1S: 21.722172, Top1T: 21.662165 Train:epoch: 134, loss@min: 1.270101, loss@max: 1.674727, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 134, LS: 3.640583, LT: 3.608201, Top1S: 21.752174, Top1T: 21.662165 Train:epoch: 135, loss@min: 1.435363, loss@max: 1.708039, Top1S acc: 100.000000, Top1T acc: 94.000000 Test:epoch: 135, LS: 3.640594, LT: 3.608238, Top1S: 21.752174, Top1T: 21.632162 Train:epoch: 136, loss@min: 1.257594, loss@max: 1.647488, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 136, LS: 3.640602, LT: 3.608260, Top1S: 21.692169, Top1T: 21.602160 Train:epoch: 137, loss@min: 1.164464, loss@max: 1.612028, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 3.640622, LT: 3.608287, Top1S: 21.692169, Top1T: 21.572157 Train:epoch: 138, loss@min: 1.223674, loss@max: 1.649222, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 138, LS: 3.640620, LT: 3.608289, Top1S: 21.692169, Top1T: 21.572157 Train:epoch: 139, loss@min: 1.271832, loss@max: 1.673852, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 139, LS: 3.640645, LT: 3.608316, Top1S: 21.692169, Top1T: 21.572157 Train:epoch: 140, loss@min: 1.131378, loss@max: 1.569714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 3.640666, LT: 3.608340, Top1S: 21.692169, Top1T: 21.572157 Train:epoch: 141, loss@min: 1.234504, loss@max: 1.655326, Top1S acc: 100.000000, Top1T acc: 99.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 85} ------------------------------------------- Wed Sep 6 21:59:03 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.311221, loss@max: 1.532649, Top1S acc: 100.000000, Top1T acc: 40.000000 Train:epoch: 2, loss@min: 4.730711, loss@max: 1.758365, Top1S acc: 100.000000, Top1T acc: 40.000000 Train:epoch: 3, loss@min: 3.348849, loss@max: 1.536578, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 4, loss@min: 3.465969, loss@max: 1.698039, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 5, loss@min: 4.026069, loss@max: 1.941322, Top1S acc: 100.000000, Top1T acc: 40.000000 Train:epoch: 6, loss@min: 3.262973, loss@max: 1.860578, Top1S acc: 100.000000, Top1T acc: 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1.097579, loss@max: 1.560814, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.458100, LT: 1.465229, Top1S: 54.864197, Top1T: 54.419754Best acc: 54.864197 Train:epoch: 86, loss@min: 1.162062, loss@max: 1.598561, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.458443, LT: 1.463528, Top1S: 54.876545, Top1T: 54.493828Best acc: 54.876545 Train:epoch: 87, loss@min: 1.156895, loss@max: 1.607239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.458781, LT: 1.462009, Top1S: 54.901234, Top1T: 54.530865Best acc: 54.901234 Train:epoch: 88, loss@min: 1.153447, loss@max: 1.614460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.458761, LT: 1.460399, Top1S: 54.876545, Top1T: 54.506172 Train:epoch: 89, loss@min: 1.116390, loss@max: 1.579493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.459023, LT: 1.459139, Top1S: 54.839504, Top1T: 54.617283 Train:epoch: 90, loss@min: 1.069689, loss@max: 1.528081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.458141, LT: 1.458030, Top1S: 54.913582, Top1T: 54.641975Best acc: 54.913582 Train:epoch: 91, loss@min: 1.144608, loss@max: 1.608611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.457823, LT: 1.457742, Top1S: 54.913582, Top1T: 54.592594 Train:epoch: 92, loss@min: 1.182778, loss@max: 1.631608, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.457444, LT: 1.457821, Top1S: 54.913582, Top1T: 54.604939 Train:epoch: 93, loss@min: 1.071206, loss@max: 1.526788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.456941, LT: 1.457964, Top1S: 54.975307, Top1T: 54.604939Best acc: 54.975307 Train:epoch: 94, loss@min: 1.064326, loss@max: 1.508545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.456184, LT: 1.458055, Top1S: 55.061729, Top1T: 54.666668Best acc: 55.061729 Train:epoch: 95, loss@min: 1.088527, loss@max: 1.533572, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.455572, LT: 1.458293, Top1S: 55.148148, Top1T: 54.703705Best acc: 55.148148 Train:epoch: 96, loss@min: 1.137561, loss@max: 1.580034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.455716, LT: 1.458954, Top1S: 55.086418, Top1T: 54.691357 Train:epoch: 97, loss@min: 1.084793, loss@max: 1.526875, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.455364, LT: 1.459307, Top1S: 55.111111, Top1T: 54.740742 Train:epoch: 98, loss@min: 1.093385, loss@max: 1.555459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.454288, LT: 1.459348, Top1S: 55.111111, Top1T: 54.753086 Train:epoch: 99, loss@min: 1.148223, loss@max: 1.620253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.453357, LT: 1.459226, Top1S: 55.160492, Top1T: 54.728394Best acc: 55.160492 Train:epoch: 100, loss@min: 1.088196, loss@max: 1.552025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.452539, LT: 1.459153, Top1S: 55.172840, Top1T: 54.777779Best acc: 55.172840 Train:epoch: 101, loss@min: 1.119288, loss@max: 1.564116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.452163, LT: 1.459149, Top1S: 55.148148, Top1T: 54.753086 Train:epoch: 102, loss@min: 1.187678, loss@max: 1.603490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.450904, LT: 1.458673, Top1S: 55.197533, Top1T: 54.777779Best acc: 55.197533 Train:epoch: 103, loss@min: 1.140364, loss@max: 1.609055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.450157, LT: 1.458550, Top1S: 55.222221, Top1T: 54.827160Best acc: 55.222221 Train:epoch: 104, loss@min: 1.116251, loss@max: 1.554369, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.449746, LT: 1.458571, Top1S: 55.222221, Top1T: 54.839504 Train:epoch: 105, loss@min: 1.122413, loss@max: 1.562180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.448974, LT: 1.458510, Top1S: 55.246914, Top1T: 54.839504Best acc: 55.246914 Train:epoch: 106, loss@min: 1.128166, loss@max: 1.570498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.448616, LT: 1.458663, Top1S: 55.222221, Top1T: 54.814816 Train:epoch: 107, loss@min: 1.112111, loss@max: 1.571497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.448397, LT: 1.458720, Top1S: 55.197533, Top1T: 54.839504 Train:epoch: 108, loss@min: 1.123076, loss@max: 1.572396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.448077, LT: 1.458745, Top1S: 55.209877, Top1T: 54.814816 Train:epoch: 109, loss@min: 1.093265, loss@max: 1.552093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.448096, LT: 1.458811, Top1S: 55.197533, Top1T: 54.839504 Train:epoch: 110, loss@min: 1.122640, loss@max: 1.579048, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 95} ------------------------------------------- Wed Sep 6 22:38:34 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.862302, loss@max: 2.164129, Top1S acc: 100.000000, Top1T acc: 36.170212 Train:epoch: 2, loss@min: 6.235424, loss@max: 2.110443, Top1S acc: 100.000000, Top1T acc: 40.425533 Train:epoch: 3, loss@min: 6.081607, loss@max: 2.158548, Top1S acc: 100.000000, Top1T acc: 36.170212 Train:epoch: 4, loss@min: 5.447906, loss@max: 2.087183, Top1S acc: 100.000000, Top1T acc: 48.936169 Train:epoch: 5, loss@min: 5.439022, loss@max: 2.154736, Top1S acc: 100.000000, Top1T acc: 44.680851 Train:epoch: 6, loss@min: 4.904770, loss@max: 2.105821, Top1S acc: 100.000000, Top1T acc: 55.319149 Train:epoch: 7, loss@min: 4.698875, loss@max: 2.108943, Top1S acc: 100.000000, Top1T acc: 57.446808 Train:epoch: 8, loss@min: 4.189535, loss@max: 2.047018, Top1S acc: 100.000000, Top1T acc: 59.574467 Train:epoch: 9, loss@min: 4.159435, loss@max: 2.086312, Top1S acc: 100.000000, Top1T acc: 61.702126 Train:epoch: 10, loss@min: 3.999963, loss@max: 2.110859, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 11, loss@min: 3.644083, loss@max: 2.061694, Top1S acc: 100.000000, Top1T acc: 70.212761 Train:epoch: 12, loss@min: 3.662298, loss@max: 2.139226, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 13, loss@min: 3.263521, loss@max: 2.061584, Top1S acc: 100.000000, Top1T acc: 80.851067 Train:epoch: 14, loss@min: 2.948389, loss@max: 2.038751, Top1S acc: 100.000000, Top1T acc: 82.978722 Train:epoch: 15, loss@min: 2.794184, loss@max: 2.014727, Top1S acc: 100.000000, Top1T acc: 82.978722 Train:epoch: 16, loss@min: 2.562861, loss@max: 1.966419, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 17, loss@min: 2.539486, loss@max: 1.985698, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 18, loss@min: 2.415600, loss@max: 1.981594, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 19, loss@min: 2.238850, loss@max: 1.923257, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 20, loss@min: 2.135429, loss@max: 1.906934, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 21, loss@min: 2.242174, loss@max: 1.951447, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 22, loss@min: 1.917583, loss@max: 1.827661, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 23, loss@min: 1.825282, loss@max: 1.824640, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 24, loss@min: 1.927874, loss@max: 1.858610, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 25, loss@min: 1.790242, loss@max: 1.807794, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 26, loss@min: 1.708401, loss@max: 1.775279, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 27, loss@min: 1.587958, loss@max: 1.759723, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 28, loss@min: 1.559092, loss@max: 1.744330, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 29, loss@min: 1.578802, loss@max: 1.744130, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 30, loss@min: 1.505313, loss@max: 1.702858, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 31, loss@min: 1.499168, loss@max: 1.744362, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 32, loss@min: 1.513938, loss@max: 1.710316, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 33, loss@min: 1.293702, loss@max: 1.615694, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 34, loss@min: 1.325926, loss@max: 1.639919, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 35, loss@min: 1.252841, loss@max: 1.612314, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 36, loss@min: 1.250636, loss@max: 1.629362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.329547, loss@max: 1.633465, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 38, loss@min: 1.211600, loss@max: 1.600690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.211295, loss@max: 1.591335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.171855, loss@max: 1.565831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.186117, loss@max: 1.571611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.130170, loss@max: 1.538548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.182146, loss@max: 1.583110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.099508, loss@max: 1.528059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.119904, loss@max: 1.544774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.117753, loss@max: 1.547761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.066719, loss@max: 1.507025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.056680, loss@max: 1.489660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.088143, loss@max: 1.524191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.054054, loss@max: 1.493175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.067645, loss@max: 1.502235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.086043, loss@max: 1.513744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.045047, loss@max: 1.475738, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.052524, loss@max: 1.490906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.087461, loss@max: 1.519438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.017262, loss@max: 1.464953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.052227, loss@max: 1.519051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.039704, loss@max: 1.494046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.059404, loss@max: 1.503616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.051229, loss@max: 1.492810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.037121, loss@max: 1.476015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.047150, loss@max: 1.466419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.046868, loss@max: 1.483902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.020431, loss@max: 1.458590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.023114, loss@max: 1.458030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.047504, loss@max: 1.495226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.032205, loss@max: 1.462559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.044581, loss@max: 1.488167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.007598, loss@max: 1.440129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.005721, loss@max: 1.435957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.012000, loss@max: 1.444834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.008274, loss@max: 1.447528, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.009484, loss@max: 1.445755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.999009, loss@max: 1.440467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.008302, loss@max: 1.443573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.062809, loss@max: 1.474928, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 77, loss@min: 1.014619, loss@max: 1.451602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.009295, loss@max: 1.446627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.012888, loss@max: 1.454123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.993778, loss@max: 1.419151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.001100, loss@max: 1.433941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.996880, loss@max: 1.430983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.008682, loss@max: 1.455765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.989754, loss@max: 1.426073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.010772, loss@max: 1.448146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.011874, loss@max: 1.458378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.993721, loss@max: 1.433347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.051760, loss@max: 1.475255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.000751, loss@max: 1.443119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.993260, loss@max: 1.437682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.001644, loss@max: 1.445825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.011118, loss@max: 1.450914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.992970, loss@max: 1.430715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.985223, loss@max: 1.429675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.000376, loss@max: 1.438249, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.878698, LT: 1.890974, Top1S: 50.413712, Top1T: 50.591015Best acc: 50.591015 Train:epoch: 96, loss@min: 0.995805, loss@max: 1.438672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.878546, LT: 1.890789, Top1S: 50.413712, Top1T: 50.531914 Train:epoch: 97, loss@min: 1.024248, loss@max: 1.468618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.878342, LT: 1.890558, Top1S: 50.531914, Top1T: 50.768322Best acc: 50.768322 Train:epoch: 98, loss@min: 0.989755, loss@max: 1.432651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.878126, LT: 1.890354, Top1S: 50.472813, Top1T: 50.709221 Train:epoch: 99, loss@min: 0.990806, loss@max: 1.419876, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.877914, LT: 1.890151, Top1S: 50.413712, Top1T: 50.650120 Train:epoch: 100, loss@min: 1.011305, loss@max: 1.447471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.877647, LT: 1.889938, Top1S: 50.472813, Top1T: 50.531914 Train:epoch: 101, loss@min: 1.004603, loss@max: 1.439404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.877417, LT: 1.889741, Top1S: 50.531914, Top1T: 50.472813 Train:epoch: 102, loss@min: 1.008220, loss@max: 1.431618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.877248, LT: 1.889574, Top1S: 50.531914, Top1T: 50.472813 Train:epoch: 103, loss@min: 0.989966, loss@max: 1.416294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.877121, LT: 1.889386, Top1S: 50.531914, Top1T: 50.413712 Train:epoch: 104, loss@min: 0.989456, loss@max: 1.428401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.877056, LT: 1.889244, Top1S: 50.591015, Top1T: 50.531914 Train:epoch: 105, loss@min: 0.999490, loss@max: 1.436063, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.876955, LT: 1.889086, Top1S: 50.650120, Top1T: 50.531914 Train:epoch: 106, loss@min: 1.011993, loss@max: 1.451865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.876860, LT: 1.888954, Top1S: 50.591015, Top1T: 50.472813 Train:epoch: 107, loss@min: 0.987883, loss@max: 1.420035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.876709, LT: 1.888813, Top1S: 50.591015, Top1T: 50.472813 Train:epoch: 108, loss@min: 0.999909, loss@max: 1.437013, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.876648, LT: 1.888751, Top1S: 50.591015, Top1T: 50.472813 Train:epoch: 109, loss@min: 0.994180, loss@max: 1.435836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.876575, LT: 1.888700, Top1S: 50.591015, Top1T: 50.472813 Train:epoch: 110, loss@min: 1.004945, loss@max: 1.437847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.876487, LT: 1.888630, Top1S: 50.591015, Top1T: 50.472813 Train:epoch: 111, loss@min: 1.001428, loss@max: 1.435530, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.876409, LT: 1.888552, Top1S: 50.591015, Top1T: 50.472813 Train:epoch: 112, loss@min: 0.987184, loss@max: 1.421606, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 22:47:45 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.831394, loss@max: 0.995907, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 2, loss@min: 2.194027, loss@max: 1.261202, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 3, loss@min: 1.701291, loss@max: 1.267064, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 4, loss@min: 1.661466, loss@max: 1.347759, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 5, loss@min: 1.488427, loss@max: 1.361060, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 6, loss@min: 1.280885, loss@max: 1.360310, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 7, loss@min: 1.352207, loss@max: 1.402725, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 8, loss@min: 1.435957, loss@max: 1.453850, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 9, loss@min: 1.142526, loss@max: 1.396557, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 10, loss@min: 1.102941, loss@max: 1.382688, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 11, loss@min: 1.211251, loss@max: 1.423560, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.143876, loss@max: 1.404343, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 13, loss@min: 1.299310, loss@max: 1.441697, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 14, loss@min: 1.241038, loss@max: 1.406450, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 15, loss@min: 1.228942, loss@max: 1.379276, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 16, loss@min: 1.213596, loss@max: 1.364739, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 17, loss@min: 1.145531, loss@max: 1.340334, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 18, loss@min: 1.148210, loss@max: 1.320352, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 19, loss@min: 1.101149, loss@max: 1.321493, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 20, loss@min: 1.131362, loss@max: 1.333252, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 21, loss@min: 1.174760, loss@max: 1.338695, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 22, loss@min: 1.157488, loss@max: 1.346226, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 23, loss@min: 1.067213, loss@max: 1.312908, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 24, loss@min: 1.220453, loss@max: 1.371045, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 25, loss@min: 1.066459, loss@max: 1.342488, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 26, loss@min: 1.129692, loss@max: 1.371891, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 27, loss@min: 0.982251, loss@max: 1.312451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.008217, loss@max: 1.348016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.978445, loss@max: 1.327132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.040328, loss@max: 1.380873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.041895, loss@max: 1.388559, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 32, loss@min: 0.973831, loss@max: 1.361918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.022577, loss@max: 1.386759, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 34, loss@min: 1.010846, loss@max: 1.380533, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 35, loss@min: 0.989481, loss@max: 1.375950, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 0.989615, loss@max: 1.371140, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 1.016032, loss@max: 1.376097, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 38, loss@min: 1.006912, loss@max: 1.388499, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 39, loss@min: 1.044142, loss@max: 1.403636, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 40, loss@min: 1.015046, loss@max: 1.393953, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 41, loss@min: 1.165489, loss@max: 1.430366, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 42, loss@min: 1.019508, loss@max: 1.383085, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 43, loss@min: 1.030953, loss@max: 1.394008, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 44, loss@min: 0.972613, loss@max: 1.365719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.983350, loss@max: 1.373623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.054475, loss@max: 1.382676, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.967635, loss@max: 1.377393, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.989148, loss@max: 1.397420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.005124, loss@max: 1.386643, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 50, loss@min: 0.972634, loss@max: 1.376366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.045059, loss@max: 1.383842, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 52, loss@min: 1.083786, loss@max: 1.432368, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 53, loss@min: 0.972932, loss@max: 1.376303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.038203, loss@max: 1.406055, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 55, loss@min: 1.125065, loss@max: 1.417636, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 56, loss@min: 0.979872, loss@max: 1.381609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.965596, loss@max: 1.371438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.043680, loss@max: 1.409249, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 59, loss@min: 0.992942, loss@max: 1.393715, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 60, loss@min: 1.023314, loss@max: 1.415789, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 61, loss@min: 1.021832, loss@max: 1.411647, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 62, loss@min: 0.976623, loss@max: 1.391723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.963572, loss@max: 1.378842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.984313, loss@max: 1.396631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.969877, loss@max: 1.381137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.060222, loss@max: 1.394153, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.970042, loss@max: 1.379646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.973261, loss@max: 1.378527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.970950, loss@max: 1.379292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.000679, loss@max: 1.414198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.965461, loss@max: 1.381984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.012676, loss@max: 1.406634, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 73, loss@min: 0.972021, loss@max: 1.381034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.965576, loss@max: 1.381054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.036640, loss@max: 1.407386, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 76, loss@min: 0.985293, loss@max: 1.407537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.950293, loss@max: 1.372537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.983864, loss@max: 1.392210, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 79, loss@min: 0.963114, loss@max: 1.382653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.981782, loss@max: 1.399129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.958568, loss@max: 1.372161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.963593, loss@max: 1.379307, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.954694, loss@max: 1.371979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.954759, loss@max: 1.364941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.963895, loss@max: 1.376619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.976770, loss@max: 1.394067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.973400, loss@max: 1.390304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.966801, loss@max: 1.392926, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.075106, loss@max: 1.420140, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 90, loss@min: 0.979610, loss@max: 1.407311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.958691, loss@max: 1.382326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.973979, loss@max: 1.392625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.966866, loss@max: 1.384135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.997692, loss@max: 1.396173, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 95, loss@min: 0.992433, loss@max: 1.401315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.975873, loss@max: 1.386809, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 97, loss@min: 1.015236, loss@max: 1.406658, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 98, loss@min: 1.006470, loss@max: 1.405878, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 99, loss@min: 0.963146, loss@max: 1.364883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.954694, loss@max: 1.375243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.965606, loss@max: 1.383602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.957363, loss@max: 1.370024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.981533, loss@max: 1.387473, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 104, loss@min: 0.966904, loss@max: 1.381586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 0.980783, loss@max: 1.386067, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 106, loss@min: 0.950601, loss@max: 1.362776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.998314, loss@max: 1.402541, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 108, loss@min: 0.964594, loss@max: 1.385208, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.951945, loss@max: 1.379798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.965464, loss@max: 1.381399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.412558, LT: 0.413323, Top1S: 88.478699, Top1T: 88.235298Best acc: 88.478699 Train:epoch: 111, loss@min: 0.982390, loss@max: 1.388628, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 111, LS: 0.412469, LT: 0.413296, Top1S: 88.478699, Top1T: 88.235298 Train:epoch: 112, loss@min: 0.962996, loss@max: 1.382301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.412381, LT: 0.413279, Top1S: 88.478699, Top1T: 88.235298 Train:epoch: 113, loss@min: 1.048404, loss@max: 1.408221, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 113, LS: 0.412309, LT: 0.413270, Top1S: 88.478699, Top1T: 88.235298 Train:epoch: 114, loss@min: 0.972383, loss@max: 1.386994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.412216, LT: 0.413272, Top1S: 88.478699, Top1T: 88.235298 Train:epoch: 115, loss@min: 0.974449, loss@max: 1.383726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.412127, LT: 0.413295, Top1S: 88.478699, Top1T: 88.235298 Train:epoch: 116, loss@min: 0.973950, loss@max: 1.385550, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 116, LS: 0.412039, LT: 0.413322, Top1S: 88.478699, Top1T: 88.194725 Train:epoch: 117, loss@min: 0.972001, loss@max: 1.389142, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.411977, LT: 0.413355, Top1S: 88.478699, Top1T: 88.194725 Train:epoch: 118, loss@min: 0.969094, loss@max: 1.388654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.411923, LT: 0.413404, Top1S: 88.519272, Top1T: 88.194725Best acc: 88.519272 Train:epoch: 119, loss@min: 0.973620, loss@max: 1.389109, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.411896, LT: 0.413443, Top1S: 88.519272, Top1T: 88.154160 Train:epoch: 120, loss@min: 0.994876, loss@max: 1.395595, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 120, LS: 0.411852, LT: 0.413461, Top1S: 88.519272, Top1T: 88.113594 Train:epoch: 121, loss@min: 1.157998, loss@max: 1.442019, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 121, LS: 0.411829, LT: 0.413464, Top1S: 88.519272, Top1T: 88.113594 Train:epoch: 122, loss@min: 0.973846, loss@max: 1.389591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.411828, LT: 0.413462, Top1S: 88.519272, Top1T: 88.113594 Train:epoch: 123, loss@min: 0.961054, loss@max: 1.385799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.411845, LT: 0.413439, Top1S: 88.519272, Top1T: 88.194725 Train:epoch: 124, loss@min: 0.958231, loss@max: 1.376960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.411852, LT: 0.413403, Top1S: 88.519272, Top1T: 88.194725 Train:epoch: 125, loss@min: 0.967377, loss@max: 1.392324, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.411871, LT: 0.413369, Top1S: 88.519272, Top1T: 88.235298{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 23:21:19 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 23:29:21 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 23:29:44 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 23:30:44 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 23:31:13 2023 ------------------------------------------- Train:epoch: 1, loss@min: 241.294861, loss@max: 65.517487, Top1S acc: 1.000000, Top1T acc: 2.000000 Train:epoch: 2, loss@min: 237.362183, loss@max: 65.181961, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 3, loss@min: 232.048752, loss@max: 64.595070, Top1S acc: 1.000000, Top1T acc: 2.000000 Train:epoch: 4, loss@min: 227.461685, loss@max: 64.060814, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 5, loss@min: 223.478973, loss@max: 63.632732, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 6, loss@min: 218.559494, loss@max: 63.159187, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 7, loss@min: 213.616547, loss@max: 62.419998, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 8, loss@min: 209.069611, loss@max: 61.793964, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 9, loss@min: 205.040268, loss@max: 61.172722, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 10, loss@min: 201.307098, loss@max: 60.615433, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 11, loss@min: 197.128448, loss@max: 59.873623, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 12, loss@min: 192.325790, loss@max: 58.858372, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 13, loss@min: 189.419601, loss@max: 58.223289, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 14, loss@min: 185.285324, loss@max: 57.390762, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 15, loss@min: 181.571457, loss@max: 56.146400, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 16, loss@min: 177.591492, loss@max: 55.168400, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 17, loss@min: 173.969238, loss@max: 54.134727, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 18, 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Train:epoch: 28, loss@min: 140.505569, loss@max: 44.970688, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 29, loss@min: 138.071777, loss@max: 44.304871, Top1S acc: 1.000000, Top1T acc: 0.000000 Train:epoch: 30, loss@min: 135.409393, loss@max: 43.658928, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 31, loss@min: 132.367859, loss@max: 42.885395, Top1S acc: 1.000000, Top1T acc: 2.000000 Train:epoch: 32, loss@min: 129.428360, loss@max: 42.035793, Top1S acc: 1.000000, Top1T acc: 2.000000 Train:epoch: 33, loss@min: 126.790466, loss@max: 41.405846, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 34, loss@min: 124.265396, loss@max: 40.950031, Top1S acc: 1.000000, Top1T acc: 2.000000 Train:epoch: 35, loss@min: 121.948105, loss@max: 40.407486, Top1S acc: 0.000000, Top1T acc: 1.000000 Train:epoch: 36, loss@min: 119.862534, loss@max: 39.738174, Top1S acc: 0.000000, Top1T acc: 1.000000 Train:epoch: 37, loss@min: 117.281754, loss@max: 39.107414, Top1S acc: 0.000000, Top1T acc: 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loss@min: 14.027617, loss@max: 8.913364, Top1S acc: 16.000000, Top1T acc: 63.000000 Train:epoch: 94, loss@min: 13.866748, loss@max: 8.860350, Top1S acc: 18.000000, Top1T acc: 68.000000 Train:epoch: 95, loss@min: 13.749344, loss@max: 8.825385, Top1S acc: 18.000000, Top1T acc: 69.000000 Train:epoch: 96, loss@min: 14.030739, loss@max: 8.850247, Top1S acc: 18.000000, Top1T acc: 61.000000 Train:epoch: 97, loss@min: 13.693097, loss@max: 8.754869, Top1S acc: 18.000000, Top1T acc: 66.000000 Train:epoch: 98, loss@min: 13.644906, loss@max: 8.821144, Top1S acc: 19.000000, Top1T acc: 66.000000 Train:epoch: 99, loss@min: 13.488877, loss@max: 8.755484, Top1S acc: 19.000000, Top1T acc: 68.000000 Train:epoch: 100, loss@min: 13.370808, loss@max: 8.793139, Top1S acc: 19.000000, Top1T acc: 69.000000 Train:epoch: 101, loss@min: 13.482963, loss@max: 8.814525, Top1S acc: 20.000000, Top1T acc: 68.000000 Train:epoch: 102, loss@min: 13.424303, loss@max: 8.754362, Top1S acc: 20.000000, Top1T acc: 69.000000 Train:epoch: 103, loss@min: 13.477165, loss@max: 8.795607, Top1S acc: 20.000000, Top1T acc: 65.000000 Train:epoch: 104, loss@min: 13.362214, loss@max: 8.684173, Top1S acc: 20.000000, Top1T acc: 67.000000 Train:epoch: 105, loss@min: 13.215443, loss@max: 8.622541, Top1S acc: 19.000000, Top1T acc: 71.000000 Train:epoch: 106, loss@min: 13.150870, loss@max: 8.739799, Top1S acc: 19.000000, Top1T acc: 69.000000 Train:epoch: 107, loss@min: 13.186606, loss@max: 8.652567, Top1S acc: 19.000000, Top1T acc: 66.000000 Train:epoch: 108, loss@min: 13.146571, loss@max: 8.627970, Top1S acc: 20.000000, Top1T acc: 70.000000 Train:epoch: 109, loss@min: 13.138156, loss@max: 8.674212, Top1S acc: 20.000000, Top1T acc: 69.000000 Train:epoch: 110, loss@min: 12.843795, loss@max: 8.621394, Top1S acc: 20.000000, Top1T acc: 72.000000 Test:epoch: 110, LS: 4.587936, LT: 3.742727, Top1S: 15.456389, Top1T: 22.920893Best acc: 22.920893 Train:epoch: 111, loss@min: 12.791426, loss@max: 8.622645, Top1S acc: 20.000000, Top1T acc: 73.000000 Test:epoch: 111, LS: 4.579383, LT: 3.738293, Top1S: 15.456389, Top1T: 22.961460Best acc: 22.961460 Train:epoch: 112, loss@min: 12.735255, loss@max: 8.638948, Top1S acc: 20.000000, Top1T acc: 72.000000 Test:epoch: 112, LS: 4.571036, LT: 3.734822, Top1S: 15.578094, Top1T: 23.245436Best acc: 23.245436 Train:epoch: 113, loss@min: 12.926144, loss@max: 8.597290, Top1S acc: 20.000000, Top1T acc: 70.000000 Test:epoch: 113, LS: 4.563248, LT: 3.730986, Top1S: 15.578094, Top1T: 23.245436 Train:epoch: 114, loss@min: 12.780781, loss@max: 8.677679, Top1S acc: 20.000000, Top1T acc: 71.000000 Test:epoch: 114, LS: 4.555914, LT: 3.727113, Top1S: 15.659229, Top1T: 23.164301 Train:epoch: 115, loss@min: 12.802048, loss@max: 8.518509, Top1S acc: 20.000000, Top1T acc: 73.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 23:38:24 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 23:41:54 2023 ------------------------------------------- Train:epoch: 1, loss@min: 21.362663, loss@max: 5.876664, Top1S acc: 2.000000, Top1T acc: 2.000000 Train:epoch: 2, loss@min: 20.311575, loss@max: 5.821357, Top1S acc: 2.000000, Top1T acc: 1.000000 Train:epoch: 3, loss@min: 19.161676, loss@max: 5.774838, Top1S acc: 3.000000, Top1T acc: 4.000000 Train:epoch: 4, loss@min: 18.121437, loss@max: 5.748379, Top1S acc: 8.000000, Top1T acc: 8.000000 Train:epoch: 5, loss@min: 17.216545, loss@max: 5.737211, Top1S acc: 12.000000, Top1T acc: 15.000000 Train:epoch: 6, loss@min: 16.482195, loss@max: 5.707391, Top1S acc: 14.000000, Top1T acc: 22.000000 Train:epoch: 7, loss@min: 15.479848, loss@max: 5.739561, Top1S acc: 25.000000, Top1T acc: 33.000000 Train:epoch: 8, loss@min: 14.535839, loss@max: 5.736455, Top1S acc: 41.000000, Top1T acc: 46.000000 Train:epoch: 9, loss@min: 13.696061, loss@max: 5.720241, Top1S acc: 52.000000, Top1T acc: 56.000000 Train:epoch: 10, loss@min: 13.041336, loss@max: 5.713401, Top1S acc: 62.000000, Top1T acc: 64.000000 Train:epoch: 11, loss@min: 12.131790, loss@max: 5.699431, Top1S acc: 73.000000, Top1T acc: 66.000000 Train:epoch: 12, loss@min: 11.524145, loss@max: 5.666084, Top1S acc: 80.000000, Top1T acc: 77.000000 Train:epoch: 13, loss@min: 10.931702, loss@max: 5.708709, Top1S acc: 86.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 10.066586, loss@max: 5.725176, Top1S acc: 91.000000, Top1T acc: 88.000000 Train:epoch: 15, loss@min: 9.407824, loss@max: 5.720702, Top1S acc: 92.000000, Top1T acc: 94.000000 Train:epoch: 16, loss@min: 8.876368, loss@max: 5.693902, Top1S acc: 93.000000, Top1T acc: 95.000000 Train:epoch: 17, loss@min: 8.178587, loss@max: 5.664470, Top1S acc: 94.000000, Top1T acc: 98.000000 Train:epoch: 18, loss@min: 7.794544, loss@max: 5.643211, Top1S acc: 95.000000, Top1T acc: 98.000000 Train:epoch: 19, loss@min: 7.212024, loss@max: 5.609852, Top1S acc: 96.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 6.803239, loss@max: 5.587897, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 21, loss@min: 6.286613, loss@max: 5.522614, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 5.837852, loss@max: 5.500116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 5.461514, loss@max: 5.359605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 5.111084, loss@max: 5.354867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 4.720569, loss@max: 5.274837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 4.437919, loss@max: 5.210694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 4.084098, loss@max: 5.082307, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 28, loss@min: 3.787584, loss@max: 5.065114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 3.511851, loss@max: 4.910411, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 3.239974, loss@max: 4.878917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 3.130883, loss@max: 4.672347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 2.931749, loss@max: 4.651725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 2.759018, loss@max: 4.506876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 2.613691, loss@max: 4.418297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 2.486720, loss@max: 4.391704, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 2.342906, loss@max: 4.239657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 2.270533, loss@max: 4.116188, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 2.101396, loss@max: 4.044929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.995136, loss@max: 3.989400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.916691, loss@max: 3.945212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.820737, loss@max: 3.853380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.828255, loss@max: 3.767996, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 43, loss@min: 1.732021, loss@max: 3.714968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.630460, loss@max: 3.575778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.573213, loss@max: 3.474469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.498029, loss@max: 3.387051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.471723, loss@max: 3.338631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.426648, loss@max: 3.246000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.388968, loss@max: 3.211033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.391533, loss@max: 3.153813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.370804, loss@max: 3.074706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.327316, loss@max: 3.048421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.335778, loss@max: 2.953538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.280533, loss@max: 2.933794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.256103, loss@max: 2.848274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.263695, loss@max: 2.793753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.207187, loss@max: 2.765950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.235376, loss@max: 2.732789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.219846, loss@max: 2.702139, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.222862, loss@max: 2.599970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.217796, loss@max: 2.566078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.236578, loss@max: 2.549078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.174364, loss@max: 2.493901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.209184, loss@max: 2.432350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.219634, loss@max: 2.400374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.213568, loss@max: 2.386013, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.207980, loss@max: 2.327340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.237671, loss@max: 2.321374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.247680, loss@max: 2.255202, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 70, loss@min: 1.205467, loss@max: 2.248574, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.206246, loss@max: 2.180424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.250047, loss@max: 2.195940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.228068, loss@max: 2.162850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.235052, loss@max: 2.102046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.271665, loss@max: 2.047065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.255943, loss@max: 2.029023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.205477, loss@max: 2.031935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.242863, loss@max: 2.050617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.225875, loss@max: 2.019856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.199039, loss@max: 2.019881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.216871, loss@max: 2.025702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.222513, loss@max: 1.949938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.175858, loss@max: 2.032873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 1.181387, loss@max: 2.003342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.174900, loss@max: 1.979954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.236475, loss@max: 2.016801, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 87, loss@min: 1.181839, loss@max: 1.926417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.199752, loss@max: 1.901848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.201321, loss@max: 1.896601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.216523, loss@max: 1.880844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.198341, loss@max: 1.938190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.202421, loss@max: 1.872972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.179867, loss@max: 1.890343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.224941, loss@max: 1.834667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.175884, loss@max: 1.853629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.171433, loss@max: 1.853902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 1.193980, loss@max: 1.850747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.173837, loss@max: 1.864666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.171946, loss@max: 1.827372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.186965, loss@max: 1.851010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 1.160867, loss@max: 1.811636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 1.166163, loss@max: 1.859798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 1.158903, loss@max: 1.837259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 1.197978, loss@max: 1.825890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 1.153712, loss@max: 1.794578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 1.133281, loss@max: 1.822028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 1.156437, loss@max: 1.827948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 1.159676, loss@max: 1.776825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 1.145098, loss@max: 1.797897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 1.189152, loss@max: 1.773577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.245279, LT: 1.421079, Top1S: 69.858009, Top1T: 66.328598Best acc: 69.858009 Train:epoch: 111, loss@min: 1.149936, loss@max: 1.814956, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 23:44:48 2023 ------------------------------------------- Train:epoch: 1, loss@min: 15.621660, loss@max: 5.305980, Top1S acc: 19.000000, Top1T acc: 27.000000 Train:epoch: 2, loss@min: 10.594125, loss@max: 4.963658, Top1S acc: 82.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 6.768922, loss@max: 4.828369, Top1S acc: 97.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 4.206782, loss@max: 4.799801, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 5, loss@min: 2.574844, loss@max: 4.669985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 1.574144, loss@max: 4.500908, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 0.945796, loss@max: 4.342649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.756250, loss@max: 3.980782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.752617, loss@max: 3.620898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.925980, loss@max: 3.215396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.899354, loss@max: 2.928214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.971410, loss@max: 2.561127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.987368, loss@max: 2.288469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.028072, loss@max: 2.091202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.139145, loss@max: 1.935562, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.243469, loss@max: 1.734552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.296911, loss@max: 1.630225, Top1S acc: 100.000000, Top1T acc: 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Train:epoch: 57, loss@min: 0.954683, loss@max: 1.594882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.975250, loss@max: 1.630733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.005323, loss@max: 1.553436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.029621, loss@max: 1.578668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.979345, loss@max: 1.562655, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.059836, loss@max: 1.515398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.005370, loss@max: 1.586997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.015598, loss@max: 1.596397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.995423, loss@max: 1.549578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.002359, loss@max: 1.564919, Top1S acc: 100.000000, 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Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.952414, loss@max: 1.542864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.983201, loss@max: 1.517567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.031307, loss@max: 1.450949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.032732, loss@max: 1.459436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.026073, loss@max: 1.482179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.007393, loss@max: 1.483030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.952974, loss@max: 1.521258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.949716, loss@max: 1.518993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.950292, loss@max: 1.534064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.935093, loss@max: 1.569591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.981495, loss@max: 1.483823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.999234, loss@max: 1.475085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.988210, loss@max: 1.455425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.001273, loss@max: 1.442113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.999158, loss@max: 1.472718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.022639, loss@max: 1.473708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.981959, loss@max: 1.497394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.967537, loss@max: 1.485094, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.957933, loss@max: 1.513401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.962856, loss@max: 1.469107, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.972181, loss@max: 1.450241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.955985, loss@max: 1.471951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.965189, loss@max: 1.519804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.983318, loss@max: 1.437407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.975823, loss@max: 1.446625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.964709, loss@max: 1.488211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.954030, loss@max: 1.497586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 0.979812, loss@max: 1.464154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 0.961783, loss@max: 1.433069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.956421, loss@max: 1.439880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.948193, loss@max: 1.463227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.953168, loss@max: 1.466956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.954029, loss@max: 1.448820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 1.007642, loss@max: 1.414296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.869006, LT: 0.918948, Top1S: 75.983772, Top1T: 74.158218Best acc: 75.983772 Train:epoch: 111, loss@min: 1.012518, loss@max: 1.401855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.866588, LT: 0.920610, Top1S: 76.105476, Top1T: 74.279922Best acc: 76.105476 Train:epoch: 112, loss@min: 0.996405, loss@max: 1.414744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.865451, LT: 0.921329, Top1S: 76.267746, Top1T: 74.239349Best acc: 76.267746 Train:epoch: 113, loss@min: 0.976032, loss@max: 1.426867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.865750, LT: 0.920551, Top1S: 76.348885, Top1T: 74.279922Best acc: 76.348885 Train:epoch: 114, loss@min: 0.960931, loss@max: 1.460101, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 23:49:14 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.669646, loss@max: 6.808699, Top1S acc: 79.000000, Top1T acc: 73.000000 Train:epoch: 2, loss@min: 2.030344, loss@max: 6.655988, Top1S acc: 97.000000, Top1T acc: 90.000000 Train:epoch: 3, loss@min: 2.591679, loss@max: 4.581866, Top1S acc: 99.000000, Top1T acc: 92.000000 Train:epoch: 4, loss@min: 2.724596, loss@max: 2.943516, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 5, loss@min: 2.907858, loss@max: 2.406737, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 6, loss@min: 2.318779, loss@max: 2.501066, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 1.796922, loss@max: 3.130605, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 8, loss@min: 1.350971, loss@max: 3.105649, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 9, loss@min: 1.379300, loss@max: 3.169656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.357005, loss@max: 3.213413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.850197, loss@max: 3.065168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.844940, loss@max: 3.008788, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 13, loss@min: 1.802587, loss@max: 3.014298, Top1S acc: 100.000000, Top1T acc: 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loss@max: 1.874446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.113018, loss@max: 1.798668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 1.045053, loss@max: 1.808327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.168534, loss@max: 1.777858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.124969, loss@max: 1.792323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.245320, loss@max: 1.727562, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.188019, loss@max: 1.742610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.993237, loss@max: 1.783572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.022013, loss@max: 1.786091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.119584, loss@max: 1.744089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, 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Top1T: 52.251522Best acc: 62.271805 Train:epoch: 111, loss@min: 1.037167, loss@max: 1.556415, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 110} ------------------------------------------- Wed Sep 6 23:52:23 2023 ------------------------------------------- Train:epoch: 1, loss@min: 19.114712, loss@max: 6.124223, Top1S acc: 1.000000, Top1T acc: 31.000000 Train:epoch: 2, loss@min: 15.432112, loss@max: 6.055767, Top1S acc: 1.000000, Top1T acc: 88.000000 Train:epoch: 3, loss@min: 13.040105, loss@max: 6.184859, Top1S acc: 1.000000, Top1T acc: 96.000000 Train:epoch: 4, loss@min: 11.817887, loss@max: 6.312570, Top1S acc: 1.000000, Top1T acc: 100.000000 Train:epoch: 5, loss@min: 11.185863, loss@max: 6.181784, Top1S acc: 1.000000, Top1T acc: 100.000000 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1.409762, loss@max: 1.780625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 1.409802, loss@max: 1.762377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 1.392145, loss@max: 1.761981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 1.380033, loss@max: 1.767469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 1.389762, loss@max: 1.762675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 1.385690, loss@max: 1.773959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 1.405222, loss@max: 1.762176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.745755, LT: 1.595346, Top1S: 60.365112, Top1T: 61.784988Best acc: 61.784988 Train:epoch: 111, loss@min: 1.430078, loss@max: 1.710024, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 300, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 200} ------------------------------------------- Wed Sep 6 23:55:37 2023 ------------------------------------------- Train:epoch: 1, loss@min: 15.621660, loss@max: 5.256390, Top1S acc: 19.000000, Top1T acc: 27.000000 Train:epoch: 2, loss@min: 10.593062, loss@max: 4.870138, Top1S acc: 82.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 6.765776, loss@max: 4.695418, Top1S acc: 97.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 4.200396, loss@max: 4.637843, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 5, loss@min: 2.562294, loss@max: 4.500196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 1.555027, loss@max: 4.332751, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 0.923645, loss@max: 4.195140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.716699, 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Train:epoch: 193, loss@min: 0.953578, loss@max: 1.429521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 194, loss@min: 0.968733, loss@max: 1.408864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 195, loss@min: 0.952070, loss@max: 1.427616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 196, loss@min: 0.974382, loss@max: 1.407804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 197, loss@min: 1.005356, loss@max: 1.385037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 198, loss@min: 0.977360, loss@max: 1.407158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 199, loss@min: 1.001449, loss@max: 1.399453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 200, loss@min: 0.988835, loss@max: 1.395023, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 200, LS: 0.874226, LT: 0.902252, Top1S: 77.484787, Top1T: 74.888435Best acc: 77.484787 Train:epoch: 201, loss@min: 0.969755, loss@max: 1.414330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 201, LS: 0.874990, LT: 0.900118, Top1S: 77.484787, Top1T: 75.091278 Train:epoch: 202, loss@min: 0.967065, loss@max: 1.421451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 202, LS: 0.874783, LT: 0.899278, Top1S: 77.484787, Top1T: 75.010139 Train:epoch: 203, loss@min: 0.938300, loss@max: 1.452356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 203, LS: 0.874225, LT: 0.898590, Top1S: 77.525352, Top1T: 75.131844Best acc: 77.525352 Train:epoch: 204, loss@min: 0.951207, loss@max: 1.437162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 204, LS: 0.874438, LT: 0.897533, Top1S: 77.484787, Top1T: 75.131844 Train:epoch: 205, loss@min: 0.956628, loss@max: 1.421010, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 200} ------------------------------------------- Thu Sep 7 00:02:18 2023 ------------------------------------------- Train:epoch: 1, loss@min: 15.621657, loss@max: 5.221659, Top1S acc: 19.000000, Top1T acc: 27.000000 Train:epoch: 2, loss@min: 10.592455, loss@max: 4.804513, Top1S acc: 82.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 6.764203, loss@max: 4.601762, Top1S acc: 97.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 4.197367, loss@max: 4.522769, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 5, loss@min: 2.555286, loss@max: 4.377723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 1.542637, loss@max: 4.210408, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 0.908945, loss@max: 4.084649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.689695, loss@max: 3.774285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.660501, loss@max: 3.455276, 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100.000000 Train:epoch: 117, loss@min: 0.943806, loss@max: 1.349677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 1.002479, loss@max: 1.267401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.942877, loss@max: 1.322951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 1.016509, loss@max: 1.318959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.943665, loss@max: 1.336602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.911915, loss@max: 1.367791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.916174, loss@max: 1.354620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.963893, loss@max: 1.381175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.956094, loss@max: 1.321524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 0.926705, loss@max: 1.339478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 127, loss@min: 0.890880, loss@max: 1.387056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.923003, loss@max: 1.388802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.982565, loss@max: 1.344477, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 1.019399, loss@max: 1.308116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 131, loss@min: 0.968723, loss@max: 1.303260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 132, loss@min: 0.943084, loss@max: 1.367110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 133, loss@min: 0.892242, loss@max: 1.411133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 134, loss@min: 0.957682, loss@max: 1.375992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 135, loss@min: 0.924521, loss@max: 1.428024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 136, loss@min: 0.928908, loss@max: 1.366372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 137, loss@min: 0.985461, loss@max: 1.341098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 138, loss@min: 0.970699, loss@max: 1.330817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 139, loss@min: 0.949585, loss@max: 1.347087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 140, loss@min: 1.003787, loss@max: 1.367383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 141, loss@min: 0.948251, loss@max: 1.402543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 142, loss@min: 0.938760, loss@max: 1.393348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 143, loss@min: 0.930554, loss@max: 1.425127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 144, loss@min: 0.931168, loss@max: 1.396847, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 145, loss@min: 0.952522, loss@max: 1.364426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 146, loss@min: 0.971846, loss@max: 1.383761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 147, loss@min: 0.963145, loss@max: 1.361231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 148, loss@min: 1.009815, loss@max: 1.335958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 149, loss@min: 0.935265, loss@max: 1.371131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 150, loss@min: 0.931437, loss@max: 1.412749, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 151, loss@min: 0.961545, loss@max: 1.387603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 152, loss@min: 0.987839, loss@max: 1.408824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 153, loss@min: 0.937808, loss@max: 1.385923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 154, loss@min: 0.970119, loss@max: 1.387619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 155, loss@min: 0.969994, loss@max: 1.380865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 156, loss@min: 0.958148, loss@max: 1.428836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 157, loss@min: 0.976945, loss@max: 1.365733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 158, loss@min: 0.989472, loss@max: 1.365950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 159, loss@min: 0.970757, loss@max: 1.365118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 160, loss@min: 0.946142, loss@max: 1.433132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 161, loss@min: 0.935074, loss@max: 1.382130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 162, loss@min: 0.957805, loss@max: 1.396057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 163, loss@min: 0.973585, loss@max: 1.407850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 164, loss@min: 0.981575, loss@max: 1.399172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 165, loss@min: 0.954066, loss@max: 1.401197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 166, loss@min: 0.958229, loss@max: 1.411400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 167, loss@min: 0.991393, loss@max: 1.380172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 168, loss@min: 0.976747, loss@max: 1.405193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 169, loss@min: 0.979179, loss@max: 1.456562, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 170, loss@min: 0.956924, loss@max: 1.427771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 171, loss@min: 0.913543, loss@max: 1.463728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 172, loss@min: 0.974677, loss@max: 1.392182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 173, loss@min: 1.016268, loss@max: 1.380313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 174, loss@min: 1.036846, loss@max: 1.443176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 175, loss@min: 0.964272, loss@max: 1.413837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 176, loss@min: 0.897570, loss@max: 1.503346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 177, loss@min: 0.963073, loss@max: 1.432666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 178, loss@min: 0.970697, loss@max: 1.478569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 179, loss@min: 0.997014, loss@max: 1.400124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 180, loss@min: 0.999082, loss@max: 1.433184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 181, loss@min: 0.957042, loss@max: 1.436304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 182, loss@min: 1.021410, loss@max: 1.367274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 183, loss@min: 0.975798, loss@max: 1.390584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 184, loss@min: 0.964476, loss@max: 1.438527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 185, loss@min: 0.942007, loss@max: 1.430851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 186, loss@min: 0.936064, loss@max: 1.467809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 187, loss@min: 1.012342, loss@max: 1.437489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 188, loss@min: 0.938832, loss@max: 1.443594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 189, loss@min: 0.959367, loss@max: 1.468353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 190, loss@min: 0.956675, loss@max: 1.405012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 191, loss@min: 0.968058, loss@max: 1.391475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 192, loss@min: 0.976859, loss@max: 1.439758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 193, loss@min: 1.013934, loss@max: 1.388131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 194, loss@min: 0.975059, loss@max: 1.411191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 195, loss@min: 0.993940, loss@max: 1.404776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 196, loss@min: 0.988142, loss@max: 1.395401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 197, loss@min: 0.993219, loss@max: 1.410527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 198, loss@min: 0.939992, loss@max: 1.464197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 199, loss@min: 0.961511, loss@max: 1.475025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 200, loss@min: 0.932056, loss@max: 1.441327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 200, LS: 0.956368, LT: 0.953990, Top1S: 75.699799, Top1T: 74.766731Best acc: 75.699799 Train:epoch: 201, loss@min: 0.958397, loss@max: 1.420695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 201, LS: 0.948975, LT: 0.951484, Top1S: 76.227180, Top1T: 74.482758Best acc: 76.227180 Train:epoch: 202, loss@min: 0.960768, loss@max: 1.427564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 202, LS: 0.944358, LT: 0.952407, Top1S: 76.470589, Top1T: 74.523331Best acc: 76.470589 Train:epoch: 203, loss@min: 0.960006, loss@max: 1.440283, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 203, LS: 0.950192, LT: 0.948257, Top1S: 76.511154, Top1T: 74.645027Best acc: 76.511154 Train:epoch: 204, loss@min: 0.959667, loss@max: 1.439646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 204, LS: 0.964803, LT: 0.947327, Top1S: 75.902634, Top1T: 74.320488 Train:epoch: 205, loss@min: 0.972638, loss@max: 1.401629, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 205, LS: 0.968892, LT: 0.956069, Top1S: 75.943207, Top1T: 74.036514 Train:epoch: 206, loss@min: 0.954289, loss@max: 1.451341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 206, LS: 0.962667, LT: 0.964541, Top1S: 76.146042, Top1T: 73.874237 Train:epoch: 207, loss@min: 0.998959, loss@max: 1.391696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 207, LS: 0.959453, LT: 0.962820, Top1S: 76.186615, Top1T: 74.077080 Train:epoch: 208, loss@min: 0.961602, loss@max: 1.397407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 208, LS: 0.958624, LT: 0.955977, Top1S: 75.862068, Top1T: 74.279922 Train:epoch: 209, loss@min: 0.969931, loss@max: 1.380862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 209, LS: 0.958190, LT: 0.951976, Top1S: 75.659233, Top1T: 74.198784 Train:epoch: 210, loss@min: 0.993349, loss@max: 1.427311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 210, LS: 0.951497, LT: 0.954826, Top1S: 75.618660, Top1T: 74.036514 Train:epoch: 211, loss@min: 0.997998, loss@max: 1.410098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 211, LS: 0.948692, LT: 0.958240, Top1S: 76.024338, Top1T: 74.320488 Train:epoch: 212, loss@min: 1.013127, loss@max: 1.391722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 212, LS: 0.956512, LT: 0.956961, Top1S: 75.862068, Top1T: 74.442192 Train:epoch: 213, loss@min: 0.939968, loss@max: 1.472341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 213, LS: 0.965694, LT: 0.950882, Top1S: 75.862068, Top1T: 74.685600 Train:epoch: 214, loss@min: 0.938410, loss@max: 1.471284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 214, LS: 0.966112, LT: 0.947884, Top1S: 75.699799, Top1T: 74.766731 Train:epoch: 215, loss@min: 0.937781, loss@max: 1.509806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 215, LS: 0.954486, LT: 0.954355, Top1S: 76.064911, Top1T: 74.361053 Train:epoch: 216, loss@min: 0.982588, loss@max: 1.431492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 216, LS: 0.940661, LT: 0.963839, Top1S: 76.308319, Top1T: 74.198784 Train:epoch: 217, loss@min: 0.943228, loss@max: 1.433201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 217, LS: 0.937478, LT: 0.963417, Top1S: 76.511154, Top1T: 74.036514 Train:epoch: 218, loss@min: 0.930163, loss@max: 1.480385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 218, LS: 0.944663, LT: 0.958735, Top1S: 75.983772, Top1T: 74.077080 Train:epoch: 219, loss@min: 0.972521, loss@max: 1.433790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 219, LS: 0.953518, LT: 0.959473, Top1S: 75.740364, Top1T: 73.833672 Train:epoch: 220, loss@min: 0.959945, loss@max: 1.406974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 220, LS: 0.957431, LT: 0.965389, Top1S: 76.064911, Top1T: 73.711967 Train:epoch: 221, loss@min: 0.995298, loss@max: 1.423111, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 221, LS: 0.963097, LT: 0.961271, Top1S: 76.024338, Top1T: 74.117645 Train:epoch: 222, loss@min: 0.999957, loss@max: 1.424558, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 222, LS: 0.962851, LT: 0.953009, Top1S: 75.740364, Top1T: 74.563896 Train:epoch: 223, loss@min: 0.980492, loss@max: 1.407549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 223, LS: 0.950752, LT: 0.955871, Top1S: 76.186615, Top1T: 74.198784 Train:epoch: 224, loss@min: 1.048133, loss@max: 1.363457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 224, LS: 0.933630, LT: 0.964025, Top1S: 76.916840, Top1T: 74.198784Best acc: 76.916840 Train:epoch: 225, loss@min: 0.996117, loss@max: 1.423971, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 225, LS: 0.927487, LT: 0.969929, Top1S: 77.038544, Top1T: 74.279922Best acc: 77.038544 Train:epoch: 226, loss@min: 0.962100, loss@max: 1.466970, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 226, LS: 0.931348, LT: 0.964567, Top1S: 76.795135, Top1T: 74.320488 Train:epoch: 227, loss@min: 0.938081, loss@max: 1.467562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 227, LS: 0.933485, LT: 0.961456, Top1S: 76.632858, Top1T: 74.685600 Train:epoch: 228, loss@min: 0.971146, loss@max: 1.487280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 228, LS: 0.931986, LT: 0.965735, Top1S: 76.592293, Top1T: 74.239349 Train:epoch: 229, loss@min: 0.925512, loss@max: 1.506333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 229, LS: 0.928820, LT: 0.977909, Top1S: 76.632858, Top1T: 73.671402 Train:epoch: 230, loss@min: 0.955348, loss@max: 1.451012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 230, LS: 0.932510, LT: 0.986097, Top1S: 76.632858, Top1T: 73.711967 Train:epoch: 231, loss@min: 0.960086, loss@max: 1.427600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 231, LS: 0.945897, LT: 0.983722, Top1S: 76.064911, Top1T: 73.346855 Train:epoch: 232, loss@min: 0.978274, loss@max: 1.412976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 232, LS: 0.956958, LT: 0.977590, Top1S: 75.618660, Top1T: 73.874237 Train:epoch: 233, loss@min: 0.952362, loss@max: 1.424845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 233, LS: 0.958647, LT: 0.976622, Top1S: 75.375252, Top1T: 73.630829 Train:epoch: 234, loss@min: 0.943069, loss@max: 1.470399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 234, LS: 0.952993, LT: 0.972251, Top1S: 75.415825, Top1T: 73.793106 Train:epoch: 235, loss@min: 0.967389, loss@max: 1.452513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 235, LS: 0.945318, LT: 0.968359, Top1S: 75.983772, Top1T: 73.874237 Train:epoch: 236, loss@min: 0.972800, loss@max: 1.408580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 236, LS: 0.939094, LT: 0.967859, Top1S: 76.754562, Top1T: 74.036514 Train:epoch: 237, loss@min: 0.995439, loss@max: 1.431641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 237, LS: 0.929152, LT: 0.978370, Top1S: 77.647057, Top1T: 73.711967Best acc: 77.647057 Train:epoch: 238, loss@min: 0.988102, loss@max: 1.416641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 238, LS: 0.925940, LT: 0.983406, Top1S: 77.849899, Top1T: 73.103447Best acc: 77.849899 Train:epoch: 239, loss@min: 1.003370, loss@max: 1.402397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 239, LS: 0.926680, LT: 0.982757, Top1S: 77.728195, Top1T: 73.387421 Train:epoch: 240, loss@min: 1.023294, loss@max: 1.396182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 240, LS: 0.932312, LT: 0.978302, Top1S: 76.957405, Top1T: 73.590263 Train:epoch: 241, loss@min: 0.994141, loss@max: 1.384537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 241, LS: 0.944140, LT: 0.972947, Top1S: 75.983772, Top1T: 73.955376 Train:epoch: 242, loss@min: 0.989751, loss@max: 1.410036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 242, LS: 0.949310, LT: 0.972308, Top1S: 76.064911, Top1T: 73.955376 Train:epoch: 243, loss@min: 0.946142, loss@max: 1.484050, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 243, LS: 0.948221, LT: 0.972402, Top1S: 76.267746, Top1T: 73.995941 Train:epoch: 244, loss@min: 0.927452, loss@max: 1.458829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 244, LS: 0.944170, LT: 0.974602, Top1S: 76.227180, Top1T: 73.833672 Train:epoch: 245, loss@min: 0.942824, loss@max: 1.512839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 245, LS: 0.941614, LT: 0.975823, Top1S: 76.551727, Top1T: 73.468559 Train:epoch: 246, loss@min: 0.934456, loss@max: 1.499086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 246, LS: 0.930646, LT: 0.982824, Top1S: 77.606491, Top1T: 73.427994 Train:epoch: 247, loss@min: 0.988830, loss@max: 1.421781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 247, LS: 0.932362, LT: 0.978411, Top1S: 77.525352, Top1T: 73.346855 Train:epoch: 248, loss@min: 0.960404, loss@max: 1.468373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 248, LS: 0.937686, LT: 0.968127, Top1S: 77.160240, Top1T: 73.630829 Train:epoch: 249, loss@min: 0.988321, loss@max: 1.445693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 249, LS: 0.937498, LT: 0.964581, Top1S: 76.916840, Top1T: 73.955376 Train:epoch: 250, loss@min: 0.978256, loss@max: 1.458152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 250, LS: 0.931581, LT: 0.966514, Top1S: 76.916840, Top1T: 73.995941 Train:epoch: 251, loss@min: 0.990530, loss@max: 1.428783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 251, LS: 0.929494, LT: 0.969402, Top1S: 76.997971, Top1T: 74.036514 Train:epoch: 252, loss@min: 1.011207, loss@max: 1.392916, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 252, LS: 0.925478, LT: 0.976518, Top1S: 77.322517, Top1T: 73.711967 Train:epoch: 253, loss@min: 1.028597, loss@max: 1.397174, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 253, LS: 0.932653, LT: 0.976642, Top1S: 77.322517, Top1T: 73.630829 Train:epoch: 254, loss@min: 0.987071, loss@max: 1.394551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 254, LS: 0.941930, LT: 0.976509, Top1S: 77.281944, Top1T: 73.630829 Train:epoch: 255, loss@min: 1.016018, loss@max: 1.475747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 255, LS: 0.941321, LT: 0.978705, Top1S: 77.119675, Top1T: 73.833672 Train:epoch: 256, loss@min: 0.961127, loss@max: 1.472509, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 256, LS: 0.930473, LT: 0.986600, Top1S: 77.565926, Top1T: 73.833672 Train:epoch: 257, loss@min: 0.921239, loss@max: 1.512409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 257, LS: 0.929722, LT: 0.982800, Top1S: 77.525352, Top1T: 73.833672 Train:epoch: 258, loss@min: 0.945904, loss@max: 1.475450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 258, LS: 0.927702, LT: 0.981974, Top1S: 77.687630, Top1T: 73.711967 Train:epoch: 259, loss@min: 0.964389, loss@max: 1.439130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 259, LS: 0.931425, LT: 0.979010, Top1S: 77.525352, Top1T: 73.711967 Train:epoch: 260, loss@min: 0.991690, loss@max: 1.459720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 260, LS: 0.941868, LT: 0.975252, Top1S: 76.957405, Top1T: 73.711967 Train:epoch: 261, loss@min: 0.928225, loss@max: 1.479373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 261, LS: 0.945794, LT: 0.980197, Top1S: 76.916840, Top1T: 73.387421 Train:epoch: 262, loss@min: 0.979823, loss@max: 1.457502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 262, LS: 0.942616, LT: 0.987527, Top1S: 77.038544, Top1T: 73.468559 Train:epoch: 263, loss@min: 0.983351, loss@max: 1.433787, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 263, LS: 0.934100, LT: 0.995247, Top1S: 77.647057, Top1T: 73.346855 Train:epoch: 264, loss@min: 1.045554, loss@max: 1.427610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 264, LS: 0.930436, LT: 0.994082, Top1S: 77.484787, Top1T: 73.427994 Train:epoch: 265, loss@min: 0.973286, loss@max: 1.428497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 265, LS: 0.930885, LT: 0.988192, Top1S: 77.444221, Top1T: 73.671402 Train:epoch: 266, loss@min: 1.028008, loss@max: 1.391106, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 266, LS: 0.933467, LT: 0.979963, Top1S: 77.079109, Top1T: 73.955376 Train:epoch: 267, loss@min: 0.982202, loss@max: 1.419264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 267, LS: 0.929458, LT: 0.978329, Top1S: 77.565926, Top1T: 73.833672 Train:epoch: 268, loss@min: 0.958709, loss@max: 1.491036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 268, LS: 0.923023, LT: 0.983567, Top1S: 77.931038, Top1T: 73.671402Best acc: 77.931038 Train:epoch: 269, loss@min: 0.937893, loss@max: 1.473969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 269, LS: 0.926188, LT: 0.985413, Top1S: 77.971603, Top1T: 73.590263Best acc: 77.971603 Train:epoch: 270, loss@min: 0.941313, loss@max: 1.477384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 270, LS: 0.939607, LT: 0.977768, Top1S: 77.687630, Top1T: 73.590263 Train:epoch: 271, loss@min: 0.967392, loss@max: 1.490657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 271, LS: 0.938575, LT: 0.979549, Top1S: 77.687630, Top1T: 73.549698 Train:epoch: 272, loss@min: 0.958018, loss@max: 1.477830, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 272, LS: 0.937481, LT: 0.980486, Top1S: 77.281944, Top1T: 73.630829 Train:epoch: 273, loss@min: 0.973031, loss@max: 1.432027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 273, LS: 0.943747, LT: 0.974568, Top1S: 76.754562, Top1T: 73.833672 Train:epoch: 274, loss@min: 1.040153, loss@max: 1.409903, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 274, LS: 0.940316, LT: 0.976177, Top1S: 77.038544, Top1T: 73.671402 Train:epoch: 275, loss@min: 0.988347, loss@max: 1.437551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 275, LS: 0.929016, LT: 0.985737, Top1S: 77.606491, Top1T: 73.306290 Train:epoch: 276, loss@min: 0.986838, loss@max: 1.448310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 276, LS: 0.920222, LT: 0.996963, Top1S: 77.809334, Top1T: 72.860039 Train:epoch: 277, loss@min: 0.941299, loss@max: 1.468012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 277, LS: 0.924642, LT: 0.991855, Top1S: 77.849899, Top1T: 73.103447 Train:epoch: 278, loss@min: 0.982758, loss@max: 1.456048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 278, LS: 0.943171, LT: 0.969448, Top1S: 77.281944, Top1T: 74.036514 Train:epoch: 279, loss@min: 0.954415, loss@max: 1.476710, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 279, LS: 0.955765, LT: 0.957361, Top1S: 76.916840, Top1T: 74.320488 Train:epoch: 280, loss@min: 0.975572, loss@max: 1.450526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 280, LS: 0.964759, LT: 0.947545, Top1S: 76.592293, Top1T: 74.279922 Train:epoch: 281, loss@min: 0.943017, loss@max: 1.474079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 281, LS: 0.957942, LT: 0.954891, Top1S: 76.957405, Top1T: 74.117645 Train:epoch: 282, loss@min: 0.964296, loss@max: 1.455353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 282, LS: 0.940569, LT: 0.975051, Top1S: 77.079109, Top1T: 73.914810 Train:epoch: 283, loss@min: 0.966809, loss@max: 1.432256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 283, LS: 0.934630, LT: 0.985772, Top1S: 77.444221, Top1T: 73.711967 Train:epoch: 284, loss@min: 1.039672, loss@max: 1.440410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 284, LS: 0.940329, LT: 0.982533, Top1S: 77.200813, Top1T: 73.590263 Train:epoch: 285, loss@min: 1.001443, loss@max: 1.423656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 285, LS: 0.949867, LT: 0.976824, Top1S: 76.957405, Top1T: 73.711967 Train:epoch: 286, loss@min: 1.033972, loss@max: 1.428062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 286, LS: 0.952264, LT: 0.975593, Top1S: 77.160240, Top1T: 73.752533 Train:epoch: 287, loss@min: 0.996122, loss@max: 1.412083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 287, LS: 0.951381, LT: 0.975557, Top1S: 77.403648, Top1T: 73.955376 Train:epoch: 288, loss@min: 0.933791, loss@max: 1.509523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 288, LS: 0.941003, LT: 0.983891, Top1S: 78.012169, Top1T: 73.549698Best acc: 78.012169 Train:epoch: 289, loss@min: 0.954840, loss@max: 1.529325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 289, LS: 0.941158, LT: 0.979784, Top1S: 78.174446, Top1T: 73.630829Best acc: 78.174446 Train:epoch: 290, loss@min: 0.937009, loss@max: 1.568420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 290, LS: 0.951877, LT: 0.964226, Top1S: 77.403648, Top1T: 74.279922 Train:epoch: 291, loss@min: 0.910740, loss@max: 1.523749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 291, LS: 0.954833, LT: 0.958934, Top1S: 77.363083, Top1T: 74.563896 Train:epoch: 292, loss@min: 0.963625, loss@max: 1.459316, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 292, LS: 0.948423, LT: 0.968718, Top1S: 77.281944, Top1T: 74.117645 Train:epoch: 293, loss@min: 0.990686, loss@max: 1.458213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 293, LS: 0.939995, LT: 0.985217, Top1S: 77.728195, Top1T: 73.387421 Train:epoch: 294, loss@min: 1.007886, loss@max: 1.429038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 294, LS: 0.940378, LT: 0.991613, Top1S: 77.606491, Top1T: 73.225151 Train:epoch: 295, loss@min: 1.055040, loss@max: 1.400991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 295, LS: 0.948867, LT: 0.984450, Top1S: 77.322517, Top1T: 73.265724 Train:epoch: 296, loss@min: 1.025925, loss@max: 1.427221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 296, LS: 0.956147, LT: 0.978807, Top1S: 77.079109, Top1T: 73.468559 Train:epoch: 297, loss@min: 0.993191, loss@max: 1.447594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 297, LS: 0.953405, LT: 0.981459, Top1S: 77.079109, Top1T: 73.671402 Train:epoch: 298, loss@min: 0.966798, loss@max: 1.449840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 298, LS: 0.942578, LT: 0.985501, Top1S: 77.565926, Top1T: 73.590263 Train:epoch: 299, loss@min: 0.950525, loss@max: 1.475253, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 200} ------------------------------------------- Thu Sep 7 00:54:25 2023 ------------------------------------------- Train:epoch: 1, loss@min: 15.143585, loss@max: 5.346136, Top1S acc: 26.000000, Top1T acc: 26.000000 Train:epoch: 2, loss@min: 8.090533, loss@max: 4.779443, Top1S acc: 83.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 4.259562, loss@max: 4.473816, Top1S acc: 95.000000, Top1T acc: 93.000000 Train:epoch: 4, loss@min: 2.228291, loss@max: 4.371953, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 5, loss@min: 1.259048, loss@max: 4.091671, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 6, loss@min: 0.863217, loss@max: 3.821872, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.648669, loss@max: 3.590070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.777843, loss@max: 3.281066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.757796, loss@max: 2.896342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.883799, loss@max: 2.556736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.830141, loss@max: 2.235987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.961566, loss@max: 1.924949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.069314, loss@max: 1.703045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.306601, loss@max: 1.534099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.498330, loss@max: 1.463098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.575515, loss@max: 1.232805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.492055, loss@max: 1.176744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.539034, loss@max: 1.175704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.348022, loss@max: 1.143473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.166149, loss@max: 1.344755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.049571, loss@max: 1.452990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.912195, loss@max: 1.635779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.865155, loss@max: 1.723471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.744755, loss@max: 1.845123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.702101, loss@max: 1.825815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.789683, loss@max: 1.736172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.850308, loss@max: 1.625456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.964401, loss@max: 1.532796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.082150, loss@max: 1.413681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.026925, loss@max: 1.373773, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 00:55:11 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 00:55:19 2023 ------------------------------------------- Train:epoch: 1, loss@min: 15.143585, loss@max: 5.346136, Top1S acc: 26.000000, Top1T acc: 26.000000 Train:epoch: 2, loss@min: 8.090533, loss@max: 4.779443, Top1S acc: 83.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 4.259562, loss@max: 4.473816, Top1S acc: 95.000000, Top1T acc: 93.000000 Train:epoch: 4, loss@min: 2.228291, loss@max: 4.371953, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 5, loss@min: 1.259048, loss@max: 4.091671, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 6, loss@min: 0.863217, loss@max: 3.821872, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.648669, loss@max: 3.590070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.777843, loss@max: 3.281066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.757796, loss@max: 2.896342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.883799, loss@max: 2.556736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.830141, loss@max: 2.235987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.961566, loss@max: 1.924949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.069314, loss@max: 1.703045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.306601, loss@max: 1.534099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.498330, loss@max: 1.463098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.575515, loss@max: 1.232805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.492055, loss@max: 1.176744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.539034, loss@max: 1.175704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.348022, loss@max: 1.143473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.166149, loss@max: 1.344755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.049571, loss@max: 1.452990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.912195, loss@max: 1.635779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.865155, loss@max: 1.723471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.744755, loss@max: 1.845123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.702101, loss@max: 1.825815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.789683, loss@max: 1.736172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.850308, loss@max: 1.625456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.964401, loss@max: 1.532796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.082150, loss@max: 1.413681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.026925, loss@max: 1.373773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.117252, loss@max: 1.336770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.205672, loss@max: 1.346605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.105878, loss@max: 1.320981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.113951, loss@max: 1.384169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.164546, loss@max: 1.357047, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 0.928206, loss@max: 1.553316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.966923, loss@max: 1.514822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.952313, loss@max: 1.595122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.903402, loss@max: 1.580270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.957344, loss@max: 1.513060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.054602, loss@max: 1.581860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.989603, loss@max: 1.535495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.033824, loss@max: 1.467161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.062708, loss@max: 1.472019, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.027633, loss@max: 1.422094, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.052391, loss@max: 1.530133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.104643, loss@max: 1.492019, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.072830, loss@max: 1.455329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945610, loss@max: 1.505334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.100160, loss@max: 1.468230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.773067, LT: 1.055689, Top1S: 80.324547, Top1T: 75.334686Best acc: 80.324547 Train:epoch: 51, loss@min: 1.012070, loss@max: 1.468442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.767763, LT: 1.068949, Top1S: 80.283974, Top1T: 74.847870 Train:epoch: 52, loss@min: 1.099776, loss@max: 1.538042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.769441, LT: 1.062667, Top1S: 79.675453, Top1T: 75.131844 Train:epoch: 53, loss@min: 1.000567, loss@max: 1.552521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.789559, LT: 1.044389, Top1S: 79.229210, Top1T: 76.186615 Train:epoch: 54, loss@min: 1.113063, loss@max: 1.443968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.798327, LT: 1.030598, Top1S: 78.985802, Top1T: 76.592293 Train:epoch: 55, loss@min: 1.075503, loss@max: 1.512951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.786949, LT: 1.034157, Top1S: 79.148071, Top1T: 75.902634 Train:epoch: 56, loss@min: 1.030647, loss@max: 1.600445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.784523, LT: 1.037925, Top1S: 79.310349, Top1T: 75.456390 Train:epoch: 57, loss@min: 0.921341, loss@max: 1.659690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.779777, LT: 1.032464, Top1S: 79.918861, Top1T: 75.659233 Train:epoch: 58, loss@min: 1.129524, loss@max: 1.550863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.771786, LT: 1.019036, Top1S: 80.081139, Top1T: 76.146042 Train:epoch: 59, loss@min: 1.098263, loss@max: 1.613984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.746012, LT: 1.021640, Top1S: 80.324547, Top1T: 76.713997 Train:epoch: 60, loss@min: 0.991012, loss@max: 1.695432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.728667, LT: 1.033189, Top1S: 81.054764, Top1T: 76.308319Best acc: 81.054764 Train:epoch: 61, loss@min: 0.995681, loss@max: 1.611709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.714180, LT: 1.072647, Top1S: 81.095337, Top1T: 75.294121Best acc: 81.095337 Train:epoch: 62, loss@min: 1.098753, loss@max: 1.570749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.718724, LT: 1.098034, Top1S: 80.933060, Top1T: 74.523331 Train:epoch: 63, loss@min: 1.079566, loss@max: 1.657192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.751542, LT: 1.077094, Top1S: 80.243408, Top1T: 74.645027 Train:epoch: 64, loss@min: 1.144867, loss@max: 1.562024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.785857, LT: 1.051319, Top1S: 79.107506, Top1T: 75.456390 Train:epoch: 65, loss@min: 0.984433, loss@max: 1.633199, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.788647, LT: 1.048349, Top1S: 79.350914, Top1T: 75.496956 Train:epoch: 66, loss@min: 1.062014, loss@max: 1.577452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.765839, LT: 1.032304, Top1S: 80.000000, Top1T: 75.537529 Train:epoch: 67, loss@min: 1.015738, loss@max: 1.581783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.742221, LT: 1.020549, Top1S: 80.202843, Top1T: 75.862068 Train:epoch: 68, loss@min: 1.091362, loss@max: 1.492479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.732782, LT: 1.016701, Top1S: 81.014198, Top1T: 75.943207 Train:epoch: 69, loss@min: 1.056743, loss@max: 1.739026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.726503, LT: 1.026051, Top1S: 81.217041, Top1T: 75.375252Best acc: 81.217041 Train:epoch: 70, loss@min: 1.073093, loss@max: 1.736885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.727588, LT: 1.037682, Top1S: 80.933060, Top1T: 75.294121 Train:epoch: 71, loss@min: 0.959956, loss@max: 1.681506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.741679, LT: 1.030252, Top1S: 80.608521, Top1T: 75.334686 Train:epoch: 72, loss@min: 0.941306, loss@max: 1.614394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.760558, LT: 1.038902, Top1S: 80.324547, Top1T: 74.929008 Train:epoch: 73, loss@min: 1.272364, loss@max: 1.548733, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.767922, LT: 1.073299, Top1S: 80.121704, Top1T: 74.361053 Train:epoch: 74, loss@min: 1.215687, loss@max: 1.630499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.777239, LT: 1.052829, Top1S: 79.959435, Top1T: 75.010139 Train:epoch: 75, loss@min: 1.246899, loss@max: 1.528553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.770715, LT: 1.023837, Top1S: 79.797157, Top1T: 75.699799 Train:epoch: 76, loss@min: 1.006189, loss@max: 1.594026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.747919, LT: 1.019471, Top1S: 80.527382, Top1T: 75.618660 Train:epoch: 77, loss@min: 0.990180, loss@max: 1.663041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.731465, LT: 1.013703, Top1S: 81.014198, Top1T: 75.212982 Train:epoch: 78, loss@min: 1.041378, loss@max: 1.645740, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.732953, LT: 0.991367, Top1S: 81.014198, Top1T: 75.740364 Train:epoch: 79, loss@min: 1.146729, loss@max: 1.674287, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 01:10:54 2023 ------------------------------------------- Train:epoch: 1, loss@min: 18.947174, loss@max: 6.386308, Top1S acc: 1.000000, Top1T acc: 30.000000 Train:epoch: 2, loss@min: 14.108746, loss@max: 6.488158, Top1S acc: 1.000000, Top1T acc: 87.000000 Train:epoch: 3, loss@min: 12.452766, loss@max: 6.656781, Top1S acc: 1.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 11.791364, loss@max: 6.629867, Top1S acc: 1.000000, Top1T acc: 98.000000 Train:epoch: 5, loss@min: 11.299047, loss@max: 6.079898, Top1S acc: 1.000000, Top1T acc: 98.000000 Train:epoch: 6, loss@min: 10.971571, loss@max: 5.463316, Top1S acc: 1.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 10.727200, loss@max: 4.922383, Top1S acc: 2.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 10.780267, loss@max: 4.390787, Top1S acc: 5.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 10.527604, loss@max: 3.936573, Top1S acc: 7.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 10.419057, loss@max: 3.711727, Top1S acc: 7.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 10.151828, loss@max: 3.674384, Top1S acc: 8.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 9.924841, loss@max: 3.779533, Top1S acc: 9.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 9.313686, loss@max: 3.860245, Top1S acc: 12.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 8.727158, loss@max: 3.931465, Top1S acc: 16.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 8.385071, loss@max: 4.075178, Top1S acc: 20.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 8.164584, loss@max: 3.959928, Top1S acc: 22.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 7.840874, loss@max: 4.011981, Top1S acc: 25.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 7.643365, loss@max: 3.933144, Top1S acc: 26.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 7.369215, loss@max: 3.775045, Top1S acc: 28.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 7.078115, loss@max: 3.801256, Top1S acc: 37.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 6.935755, loss@max: 3.662558, Top1S acc: 41.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 6.822856, loss@max: 3.602122, Top1S acc: 46.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 6.567708, loss@max: 3.469584, Top1S acc: 48.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 6.349638, loss@max: 3.454061, Top1S acc: 54.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 6.023541, loss@max: 3.401592, Top1S acc: 56.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 5.820751, loss@max: 3.449644, Top1S acc: 62.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 5.453399, loss@max: 3.459908, Top1S acc: 69.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 5.326740, loss@max: 3.458676, Top1S acc: 72.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 5.213806, loss@max: 3.458705, Top1S acc: 73.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 4.801400, loss@max: 3.356144, Top1S acc: 76.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 4.811849, loss@max: 3.265045, Top1S acc: 78.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 4.719442, loss@max: 3.254849, Top1S acc: 82.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 4.545961, loss@max: 3.167778, Top1S acc: 85.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 4.299570, loss@max: 3.239451, Top1S acc: 87.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 4.187340, loss@max: 3.207457, Top1S acc: 89.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 3.795355, loss@max: 3.378247, Top1S acc: 91.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 3.677025, loss@max: 3.340002, Top1S acc: 92.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 3.517502, loss@max: 3.357950, Top1S acc: 95.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 3.498804, loss@max: 3.245196, Top1S acc: 95.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 3.435723, loss@max: 3.097737, Top1S acc: 97.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 3.312423, loss@max: 3.139959, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 3.271427, loss@max: 3.088258, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 3.222552, loss@max: 2.986382, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 2.877866, loss@max: 2.997093, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 2.648130, loss@max: 3.145542, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 2.573152, loss@max: 3.285763, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 2.526291, loss@max: 3.151249, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 2.325957, loss@max: 3.251059, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 2.304115, loss@max: 3.064460, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 2.433739, loss@max: 2.948515, Top1S acc: 99.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 2.178137, LT: 2.299164, Top1S: 57.119675, Top1T: 61.135902Best acc: 61.135902 Train:epoch: 51, loss@min: 2.433967, loss@max: 2.829098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 2.191873, LT: 2.292697, Top1S: 56.430019, Top1T: 61.460445Best acc: 61.460445 Train:epoch: 52, loss@min: 2.363788, loss@max: 2.780693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 2.260139, LT: 2.267064, Top1S: 54.198784, Top1T: 61.257607 Train:epoch: 53, loss@min: 2.296094, loss@max: 2.837570, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 2.326956, LT: 2.250138, Top1S: 53.225151, Top1T: 61.135902 Train:epoch: 54, loss@min: 2.216156, loss@max: 2.891604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 2.342362, LT: 2.236722, Top1S: 53.144016, Top1T: 61.257607 Train:epoch: 55, loss@min: 2.041406, loss@max: 2.904680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 2.283439, LT: 2.253600, Top1S: 54.198784, Top1T: 61.257607 Train:epoch: 56, loss@min: 1.877634, loss@max: 2.994253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 2.221653, LT: 2.272839, Top1S: 55.294117, Top1T: 61.379311 Train:epoch: 57, loss@min: 1.677447, loss@max: 3.101480, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 01:15:59 2023 ------------------------------------------- Train:epoch: 1, loss@min: 31.937992, loss@max: 8.483471, Top1S acc: 1.000000, Top1T acc: 3.000000 Train:epoch: 2, loss@min: 31.436058, loss@max: 8.228194, Top1S acc: 1.000000, Top1T acc: 2.000000 Train:epoch: 3, loss@min: 30.574530, loss@max: 8.194420, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 4, loss@min: 29.359077, loss@max: 7.945882, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 5, loss@min: 28.136845, loss@max: 7.877040, Top1S acc: 1.000000, Top1T acc: 2.000000 Train:epoch: 6, loss@min: 27.413294, loss@max: 7.612012, Top1S acc: 1.000000, Top1T acc: 2.000000 Train:epoch: 7, loss@min: 26.483612, loss@max: 7.522547, Top1S acc: 3.000000, Top1T acc: 2.000000 Train:epoch: 8, loss@min: 25.351530, loss@max: 7.472359, Top1S acc: 4.000000, Top1T acc: 1.000000 Train:epoch: 9, loss@min: 24.754196, loss@max: 7.311940, Top1S acc: 6.000000, Top1T acc: 2.000000 Train:epoch: 10, loss@min: 23.658352, loss@max: 7.081422, Top1S acc: 6.000000, Top1T acc: 2.000000 Train:epoch: 11, loss@min: 22.645399, loss@max: 7.052219, Top1S acc: 8.000000, Top1T acc: 5.000000 Train:epoch: 12, loss@min: 21.836943, loss@max: 6.881528, Top1S acc: 10.000000, Top1T acc: 6.000000 Train:epoch: 13, loss@min: 20.658602, loss@max: 6.716964, Top1S acc: 12.000000, Top1T acc: 9.000000 Train:epoch: 14, loss@min: 20.032383, loss@max: 6.563411, Top1S acc: 14.000000, Top1T acc: 12.000000 Train:epoch: 15, loss@min: 19.530109, loss@max: 6.555675, Top1S acc: 17.000000, Top1T acc: 14.000000 Train:epoch: 16, loss@min: 18.682844, loss@max: 6.333247, Top1S acc: 22.000000, Top1T acc: 11.000000 Train:epoch: 17, loss@min: 17.694157, loss@max: 6.221847, Top1S acc: 25.000000, Top1T acc: 14.000000 Train:epoch: 18, loss@min: 16.714748, loss@max: 6.146598, Top1S acc: 28.000000, Top1T acc: 21.000000 Train:epoch: 19, loss@min: 16.159660, loss@max: 6.063726, Top1S acc: 31.000000, Top1T acc: 22.000000 Train:epoch: 20, loss@min: 15.825821, loss@max: 5.961988, Top1S acc: 38.000000, Top1T acc: 21.000000 Train:epoch: 21, loss@min: 14.775331, loss@max: 5.909956, Top1S acc: 41.000000, Top1T acc: 23.000000 Train:epoch: 22, loss@min: 13.975193, loss@max: 5.830193, Top1S acc: 45.000000, Top1T acc: 28.000000 Train:epoch: 23, loss@min: 13.488665, loss@max: 5.753264, Top1S acc: 48.000000, Top1T acc: 32.000000 Train:epoch: 24, loss@min: 12.828077, loss@max: 5.652118, Top1S acc: 52.000000, Top1T acc: 38.000000 Train:epoch: 25, loss@min: 12.384839, loss@max: 5.519973, Top1S acc: 58.000000, Top1T acc: 36.000000 Train:epoch: 26, loss@min: 11.977604, loss@max: 5.311403, Top1S acc: 59.000000, Top1T acc: 37.000000 Train:epoch: 27, loss@min: 11.190353, loss@max: 5.339502, Top1S acc: 65.000000, Top1T acc: 41.000000 Train:epoch: 28, loss@min: 10.465056, loss@max: 5.283056, Top1S acc: 70.000000, Top1T acc: 43.000000 Train:epoch: 29, loss@min: 9.795725, loss@max: 5.129452, Top1S acc: 72.000000, Top1T acc: 49.000000 Train:epoch: 30, loss@min: 9.514762, loss@max: 5.080659, Top1S acc: 75.000000, Top1T acc: 50.000000 Train:epoch: 31, loss@min: 8.807345, loss@max: 5.117270, Top1S acc: 76.000000, Top1T acc: 54.000000 Train:epoch: 32, loss@min: 8.400205, loss@max: 4.984331, Top1S acc: 79.000000, Top1T acc: 59.000000 Train:epoch: 33, loss@min: 8.056936, loss@max: 4.922810, Top1S acc: 83.000000, Top1T acc: 59.000000 Train:epoch: 34, loss@min: 7.519998, loss@max: 4.792136, Top1S acc: 84.000000, Top1T acc: 61.000000 Train:epoch: 35, loss@min: 7.290951, loss@max: 4.862384, Top1S acc: 88.000000, Top1T acc: 66.000000 Train:epoch: 36, loss@min: 6.828471, loss@max: 4.735839, Top1S acc: 91.000000, Top1T acc: 70.000000 Train:epoch: 37, loss@min: 6.494216, loss@max: 4.606544, Top1S acc: 92.000000, Top1T acc: 75.000000 Train:epoch: 38, loss@min: 6.033206, loss@max: 4.625875, Top1S acc: 93.000000, Top1T acc: 73.000000 Train:epoch: 39, loss@min: 5.808313, loss@max: 4.451331, Top1S acc: 95.000000, Top1T acc: 72.000000 Train:epoch: 40, loss@min: 5.498916, loss@max: 4.450113, Top1S acc: 96.000000, Top1T acc: 71.000000 Train:epoch: 41, loss@min: 4.954407, loss@max: 4.367620, Top1S acc: 97.000000, Top1T acc: 82.000000 Train:epoch: 42, loss@min: 5.024887, loss@max: 4.413074, Top1S acc: 97.000000, Top1T acc: 79.000000 Train:epoch: 43, loss@min: 4.596739, loss@max: 4.322475, Top1S acc: 97.000000, Top1T acc: 81.000000 Train:epoch: 44, loss@min: 4.168684, loss@max: 4.317032, Top1S acc: 97.000000, Top1T acc: 86.000000 Train:epoch: 45, loss@min: 4.212935, loss@max: 4.197564, Top1S acc: 97.000000, Top1T acc: 84.000000 Train:epoch: 46, loss@min: 3.857775, loss@max: 4.124442, Top1S acc: 98.000000, Top1T acc: 90.000000 Train:epoch: 47, loss@min: 3.527199, loss@max: 4.112789, Top1S acc: 98.000000, Top1T acc: 93.000000 Train:epoch: 48, loss@min: 3.426333, loss@max: 4.040640, Top1S acc: 98.000000, Top1T acc: 90.000000 Train:epoch: 49, loss@min: 3.171282, loss@max: 4.119534, Top1S acc: 98.000000, Top1T acc: 87.000000 Train:epoch: 50, loss@min: 3.240250, loss@max: 3.979484, Top1S acc: 98.000000, Top1T acc: 93.000000 Test:epoch: 50, LS: 3.154516, LT: 3.269264, Top1S: 31.521297, Top1T: 30.425964Best acc: 31.521297 Train:epoch: 51, loss@min: 3.056763, loss@max: 3.958541, Top1S acc: 99.000000, Top1T acc: 94.000000 Test:epoch: 51, LS: 3.101668, LT: 3.238101, Top1S: 32.048683, Top1T: 30.750507Best acc: 32.048683 Train:epoch: 52, loss@min: 2.699924, loss@max: 4.007239, Top1S acc: 99.000000, Top1T acc: 94.000000 Test:epoch: 52, LS: 3.054923, LT: 3.207057, Top1S: 32.657200, Top1T: 31.318459Best acc: 32.657200 Train:epoch: 53, loss@min: 2.819433, loss@max: 3.786174, Top1S acc: 99.000000, Top1T acc: 93.000000 Test:epoch: 53, LS: 3.009754, LT: 3.177391, Top1S: 33.265720, Top1T: 31.561867Best acc: 33.265720 Train:epoch: 54, loss@min: 2.588993, loss@max: 3.837194, Top1S acc: 99.000000, Top1T acc: 97.000000 Test:epoch: 54, LS: 2.967329, LT: 3.148751, Top1S: 33.793102, Top1T: 32.048683Best acc: 33.793102 Train:epoch: 55, loss@min: 2.571931, loss@max: 3.728062, Top1S acc: 99.000000, Top1T acc: 94.000000 Test:epoch: 55, LS: 2.928175, LT: 3.121564, Top1S: 34.117649, Top1T: 32.454361Best acc: 34.117649 Train:epoch: 56, loss@min: 2.414634, loss@max: 3.684649, Top1S acc: 99.000000, Top1T acc: 94.000000 Test:epoch: 56, LS: 2.890912, LT: 3.095273, Top1S: 34.645031, Top1T: 32.981743Best acc: 34.645031 Train:epoch: 57, loss@min: 2.265117, loss@max: 3.680444, Top1S acc: 99.000000, Top1T acc: 96.000000 Test:epoch: 57, LS: 2.854564, LT: 3.070520, Top1S: 35.537525, Top1T: 33.427994Best acc: 35.537525 Train:epoch: 58, loss@min: 2.385932, loss@max: 3.579495, Top1S acc: 99.000000, Top1T acc: 96.000000 Test:epoch: 58, LS: 2.820839, LT: 3.046273, Top1S: 35.821503, Top1T: 33.995945Best acc: 35.821503 Train:epoch: 59, loss@min: 2.156543, loss@max: 3.707770, Top1S acc: 99.000000, Top1T acc: 96.000000 Test:epoch: 59, LS: 2.789778, LT: 3.021829, Top1S: 36.105476, Top1T: 34.645031Best acc: 36.105476 Train:epoch: 60, loss@min: 1.931215, loss@max: 3.487964, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 60, LS: 2.758868, LT: 2.997738, Top1S: 36.227180, Top1T: 34.969574Best acc: 36.227180 Train:epoch: 61, loss@min: 2.039965, loss@max: 3.460543, Top1S acc: 99.000000, Top1T acc: 97.000000 Test:epoch: 61, LS: 2.727650, LT: 2.974976, Top1S: 36.511158, Top1T: 35.496956Best acc: 36.511158 Train:epoch: 62, loss@min: 1.901715, loss@max: 3.394958, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 62, LS: 2.697552, LT: 2.952761, Top1S: 36.835701, Top1T: 35.902637Best acc: 36.835701 Train:epoch: 63, loss@min: 1.943636, loss@max: 3.298959, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 63, LS: 2.672649, LT: 2.929819, Top1S: 37.363083, Top1T: 36.227180Best acc: 37.363083 Train:epoch: 64, loss@min: 1.973707, loss@max: 3.411007, Top1S acc: 99.000000, Top1T acc: 95.000000 Test:epoch: 64, LS: 2.650835, LT: 2.906885, Top1S: 37.971603, Top1T: 36.511158Best acc: 37.971603 Train:epoch: 65, loss@min: 1.887265, loss@max: 3.377968, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 65, LS: 2.629964, LT: 2.884701, Top1S: 38.174442, Top1T: 36.713997Best acc: 38.174442 Train:epoch: 66, loss@min: 1.808943, loss@max: 3.247930, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 66, LS: 2.610978, LT: 2.862646, Top1S: 38.458420, Top1T: 36.997971Best acc: 38.458420 Train:epoch: 67, loss@min: 1.836434, loss@max: 3.243247, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 67, LS: 2.590649, LT: 2.841819, Top1S: 38.742393, Top1T: 37.444218Best acc: 38.742393 Train:epoch: 68, loss@min: 1.772700, loss@max: 3.104296, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 68, LS: 2.570467, LT: 2.821795, Top1S: 39.188641, Top1T: 37.971603Best acc: 39.188641 Train:epoch: 69, loss@min: 1.619063, loss@max: 3.234538, Top1S acc: 99.000000, Top1T acc: 98.000000 Test:epoch: 69, LS: 2.546808, LT: 2.803640, Top1S: 39.513184, Top1T: 38.093307Best acc: 39.513184 Train:epoch: 70, loss@min: 1.628604, loss@max: 3.083249, Top1S acc: 99.000000, Top1T acc: 99.000000 Test:epoch: 70, LS: 2.522440, LT: 2.786657, Top1S: 39.878296, Top1T: 38.417850Best acc: 39.878296 Train:epoch: 71, loss@min: 1.504155, loss@max: 3.128593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 2.497930, LT: 2.770439, Top1S: 40.324543, Top1T: 38.580120Best acc: 40.324543 Train:epoch: 72, loss@min: 1.686010, loss@max: 2.945115, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 72, LS: 2.473342, LT: 2.754669, Top1S: 40.730225, Top1T: 38.701824Best acc: 40.730225 Train:epoch: 73, loss@min: 1.479850, loss@max: 3.031580, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 73, LS: 2.449014, LT: 2.739474, Top1S: 41.095333, Top1T: 38.945232Best acc: 41.095333 Train:epoch: 74, loss@min: 1.677642, loss@max: 2.972456, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 74, LS: 2.423843, LT: 2.725147, Top1S: 41.744423, Top1T: 39.350914Best acc: 41.744423 Train:epoch: 75, loss@min: 1.579779, loss@max: 2.882328, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 75, LS: 2.401456, LT: 2.710502, Top1S: 42.271805, Top1T: 39.716026Best acc: 42.271805 Train:epoch: 76, loss@min: 1.422462, loss@max: 2.874785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 2.378906, LT: 2.696546, Top1S: 42.555782, Top1T: 40.040569Best acc: 42.555782 Train:epoch: 77, loss@min: 1.438796, loss@max: 2.824850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 2.356847, LT: 2.682912, Top1S: 43.164299, Top1T: 40.283978Best acc: 43.164299 Train:epoch: 78, loss@min: 1.479988, loss@max: 2.900215, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 78, LS: 2.336447, LT: 2.669217, Top1S: 43.488846, Top1T: 40.486816Best acc: 43.488846 Train:epoch: 79, loss@min: 1.459908, loss@max: 2.765237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 2.316548, LT: 2.655473, Top1S: 43.651115, Top1T: 40.811359Best acc: 43.651115 Train:epoch: 80, loss@min: 1.372048, loss@max: 2.874000, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 80, LS: 2.299552, LT: 2.641353, Top1S: 44.016228, Top1T: 41.054768Best acc: 44.016228 Train:epoch: 81, loss@min: 1.488948, loss@max: 2.666377, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 81, LS: 2.288646, LT: 2.626173, Top1S: 44.421906, Top1T: 41.379311Best acc: 44.421906 Train:epoch: 82, loss@min: 1.435757, loss@max: 2.610777, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 2.280002, LT: 2.611220, Top1S: 44.462475, Top1T: 41.703854Best acc: 44.462475 Train:epoch: 83, loss@min: 1.392812, loss@max: 2.735845, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 83, LS: 2.270693, LT: 2.596760, Top1S: 44.624748, Top1T: 41.987831Best acc: 44.624748 Train:epoch: 84, loss@min: 1.462277, loss@max: 2.625046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 2.263979, LT: 2.581143, Top1S: 44.868153, Top1T: 42.393509Best acc: 44.868153 Train:epoch: 85, loss@min: 1.294694, loss@max: 2.739597, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 2.256788, LT: 2.566290, Top1S: 45.111561, Top1T: 42.636917Best acc: 45.111561 Train:epoch: 86, loss@min: 1.435398, loss@max: 2.633892, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 86, LS: 2.248733, LT: 2.552645, Top1S: 45.354969, Top1T: 42.758621Best acc: 45.354969 Train:epoch: 87, loss@min: 1.358964, loss@max: 2.589495, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 2.242302, LT: 2.538383, Top1S: 45.598377, Top1T: 43.042595Best acc: 45.598377 Train:epoch: 88, loss@min: 1.472883, loss@max: 2.544037, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 88, LS: 2.235606, LT: 2.524028, Top1S: 46.044624, Top1T: 43.407707Best acc: 46.044624 Train:epoch: 89, loss@min: 1.374362, loss@max: 2.515649, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 89, LS: 2.227316, LT: 2.510591, Top1S: 46.531441, Top1T: 43.651115Best acc: 46.531441 Train:epoch: 90, loss@min: 1.327383, loss@max: 2.614356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 2.219904, LT: 2.497580, Top1S: 46.572010, Top1T: 43.975658Best acc: 46.572010 Train:epoch: 91, loss@min: 1.360169, loss@max: 2.485225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 2.211907, LT: 2.485091, Top1S: 46.612576, Top1T: 44.097363Best acc: 46.612576 Train:epoch: 92, loss@min: 1.406884, loss@max: 2.511073, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 2.202329, LT: 2.473208, Top1S: 46.815414, Top1T: 44.421906Best acc: 46.815414 Train:epoch: 93, loss@min: 1.409911, loss@max: 2.461835, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 93, LS: 2.191368, LT: 2.461780, Top1S: 47.058823, Top1T: 44.665314Best acc: 47.058823 Train:epoch: 94, loss@min: 1.233762, loss@max: 2.445735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 2.179382, LT: 2.451261, Top1S: 47.342800, Top1T: 44.989857Best acc: 47.342800 Train:epoch: 95, loss@min: 1.233626, loss@max: 2.453532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 2.167521, LT: 2.440590, Top1S: 47.748478, Top1T: 45.192699Best acc: 47.748478 Train:epoch: 96, loss@min: 1.221359, loss@max: 2.412250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 2.156966, LT: 2.429393, Top1S: 47.707912, Top1T: 45.314404 Train:epoch: 97, loss@min: 1.303026, loss@max: 2.272425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 2.146519, LT: 2.418564, Top1S: 47.951317, Top1T: 45.354969Best acc: 47.951317 Train:epoch: 98, loss@min: 1.215523, loss@max: 2.332031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 2.136798, LT: 2.408158, Top1S: 48.073021, Top1T: 45.436104Best acc: 48.073021 Train:epoch: 99, loss@min: 1.317878, loss@max: 2.326047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 2.125796, LT: 2.398672, Top1S: 48.113590, Top1T: 45.638947Best acc: 48.113590 Train:epoch: 100, loss@min: 1.285494, loss@max: 2.303093, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 2.117555, LT: 2.388373, Top1S: 48.356998, Top1T: 45.882355Best acc: 48.356998 Train:epoch: 101, loss@min: 1.297477, loss@max: 2.290983, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 101, LS: 2.106839, LT: 2.378993, Top1S: 48.681541, Top1T: 46.085194Best acc: 48.681541 Train:epoch: 102, loss@min: 1.212669, loss@max: 2.246908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 2.097539, LT: 2.369278, Top1S: 48.924950, Top1T: 46.409737Best acc: 48.924950 Train:epoch: 103, loss@min: 1.195276, loss@max: 2.240510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 2.088995, LT: 2.359701, Top1S: 48.843815, Top1T: 46.855984 Train:epoch: 104, loss@min: 1.288158, loss@max: 2.269771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 2.085587, LT: 2.348825, Top1S: 48.640972, Top1T: 47.302231 Train:epoch: 105, loss@min: 1.240672, loss@max: 2.248715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 2.079056, LT: 2.338800, Top1S: 48.803246, Top1T: 47.505070 Train:epoch: 106, loss@min: 1.221551, loss@max: 2.240382, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 2.073186, LT: 2.328515, Top1S: 48.884380, Top1T: 47.667343 Train:epoch: 107, loss@min: 1.212531, loss@max: 2.260850, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 107, LS: 2.067353, LT: 2.318699, Top1S: 49.006084, Top1T: 47.829617Best acc: 49.006084 Train:epoch: 108, loss@min: 1.221900, loss@max: 2.211911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 2.062772, LT: 2.308507, Top1S: 49.087223, Top1T: 47.951317Best acc: 49.087223 Train:epoch: 109, loss@min: 1.240596, loss@max: 2.220950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 2.056854, LT: 2.298983, Top1S: 49.208923, Top1T: 48.032455Best acc: 49.208923 Train:epoch: 110, loss@min: 1.279805, loss@max: 2.065828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 2.051119, LT: 2.289494, Top1S: 49.411766, Top1T: 48.438133Best acc: 49.411766 Train:epoch: 111, loss@min: 1.245590, loss@max: 2.190737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 2.044806, LT: 2.280058, Top1S: 49.695740, Top1T: 48.762676Best acc: 49.695740 Train:epoch: 112, loss@min: 1.223692, loss@max: 2.080861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 2.039171, LT: 2.271030, Top1S: 50.020283, Top1T: 48.884380Best acc: 50.020283 Train:epoch: 113, loss@min: 1.167203, loss@max: 2.216330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 2.033224, LT: 2.262770, Top1S: 50.223125, Top1T: 48.965519Best acc: 50.223125 Train:epoch: 114, loss@min: 1.207508, loss@max: 2.118804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 2.026063, LT: 2.255116, Top1S: 50.344830, Top1T: 48.965519Best acc: 50.344830 Train:epoch: 115, loss@min: 1.143908, loss@max: 2.213180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 2.017263, LT: 2.248048, Top1S: 50.507099, Top1T: 49.087223Best acc: 50.507099 Train:epoch: 116, loss@min: 1.374241, loss@max: 2.008337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 2.007499, LT: 2.241532, Top1S: 50.831642, Top1T: 49.249493Best acc: 50.831642 Train:epoch: 117, loss@min: 1.243888, loss@max: 2.009503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.999120, LT: 2.234761, Top1S: 51.115620, Top1T: 49.371197Best acc: 51.115620 Train:epoch: 118, loss@min: 1.333232, loss@max: 1.996264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.991999, LT: 2.227650, Top1S: 51.237324, Top1T: 49.452332Best acc: 51.237324 Train:epoch: 119, loss@min: 1.247929, loss@max: 2.008749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.984597, LT: 2.220599, Top1S: 51.602436, Top1T: 49.655174Best acc: 51.602436 Train:epoch: 120, loss@min: 1.226991, loss@max: 2.039059, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.977869, LT: 2.212943, Top1S: 51.724136, Top1T: 49.776878Best acc: 51.724136 Train:epoch: 121, loss@min: 1.202879, loss@max: 2.069184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.972587, LT: 2.205413, Top1S: 51.845840, Top1T: 49.979717Best acc: 51.845840 Train:epoch: 122, loss@min: 1.325312, loss@max: 2.028881, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.966367, LT: 2.197709, Top1S: 51.805275, Top1T: 50.141987 Train:epoch: 123, loss@min: 1.258011, loss@max: 1.960885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.961042, LT: 2.189901, Top1S: 51.845840, Top1T: 50.304260 Train:epoch: 124, loss@min: 1.169299, loss@max: 1.992965, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.953530, LT: 2.182942, Top1S: 52.170387, Top1T: 50.507099Best acc: 52.170387 Train:epoch: 125, loss@min: 1.241217, loss@max: 1.980501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.945637, LT: 2.176106, Top1S: 52.251522, Top1T: 50.507099Best acc: 52.251522 Train:epoch: 126, loss@min: 1.194290, loss@max: 1.931223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.937784, LT: 2.169185, Top1S: 52.413792, Top1T: 50.669373Best acc: 52.413792 Train:epoch: 127, loss@min: 1.133811, loss@max: 2.064704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.927785, LT: 2.163275, Top1S: 52.576065, Top1T: 50.872211Best acc: 52.576065 Train:epoch: 128, loss@min: 1.196186, loss@max: 2.006097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.919880, LT: 2.156667, Top1S: 52.819473, Top1T: 51.034485Best acc: 52.819473 Train:epoch: 129, loss@min: 1.186647, loss@max: 1.974644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.912976, LT: 2.149771, Top1S: 53.265720, Top1T: 51.075050Best acc: 53.265720 Train:epoch: 130, loss@min: 1.201340, loss@max: 1.880247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.905507, LT: 2.143341, Top1S: 53.468559, Top1T: 51.034485Best acc: 53.468559 Train:epoch: 131, loss@min: 1.208527, loss@max: 1.973669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.899331, LT: 2.136453, Top1S: 53.427994, Top1T: 51.115620 Train:epoch: 132, loss@min: 1.119267, loss@max: 1.947065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.891045, LT: 2.131036, Top1S: 53.711967, Top1T: 51.034485Best acc: 53.711967 Train:epoch: 133, loss@min: 1.108499, loss@max: 1.939054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.880588, LT: 2.126566, Top1S: 53.914806, Top1T: 50.953346Best acc: 53.914806 Train:epoch: 134, loss@min: 1.100527, loss@max: 2.020598, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.873215, LT: 2.121104, Top1S: 54.117649, Top1T: 51.318459Best acc: 54.117649 Train:epoch: 135, loss@min: 1.179215, loss@max: 1.961470, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 135, LS: 1.867655, LT: 2.114850, Top1S: 54.158215, Top1T: 51.440163Best acc: 54.158215 Train:epoch: 136, loss@min: 1.225010, loss@max: 1.906011, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 136, LS: 1.865716, LT: 2.107231, Top1S: 54.036510, Top1T: 51.561867 Train:epoch: 137, loss@min: 1.195064, loss@max: 1.882234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.864647, LT: 2.099220, Top1S: 54.320488, Top1T: 51.805275Best acc: 54.320488 Train:epoch: 138, loss@min: 1.180561, loss@max: 1.937877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.862276, LT: 2.091850, Top1S: 54.482758, Top1T: 51.967545Best acc: 54.482758 Train:epoch: 139, loss@min: 1.232737, loss@max: 1.875392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.857992, LT: 2.085034, Top1S: 54.645031, Top1T: 51.967545Best acc: 54.645031 Train:epoch: 140, loss@min: 1.259836, loss@max: 1.793494, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 140, LS: 1.853405, LT: 2.078621, Top1S: 54.807304, Top1T: 52.129818Best acc: 54.807304 Train:epoch: 141, loss@min: 1.138370, loss@max: 1.831190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.845962, LT: 2.073719, Top1S: 54.969574, Top1T: 52.413792Best acc: 54.969574 Train:epoch: 142, loss@min: 1.169563, loss@max: 1.820926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.840044, LT: 2.068353, Top1S: 54.726166, Top1T: 52.576065 Train:epoch: 143, loss@min: 1.251792, loss@max: 1.838812, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.835868, LT: 2.062491, Top1S: 54.847870, Top1T: 52.900608 Train:epoch: 144, loss@min: 1.178246, loss@max: 1.880174, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.832407, LT: 2.056454, Top1S: 54.888439, Top1T: 52.900608 Train:epoch: 145, loss@min: 1.206417, loss@max: 1.856440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.830017, LT: 2.050410, Top1S: 54.969574, Top1T: 52.981743 Train:epoch: 146, loss@min: 1.165047, loss@max: 1.866135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.826793, LT: 2.044607, Top1S: 55.010143, Top1T: 52.981743Best acc: 55.010143 Train:epoch: 147, loss@min: 1.227508, loss@max: 1.847164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.824266, LT: 2.038726, Top1S: 55.212982, Top1T: 52.981743Best acc: 55.212982 Train:epoch: 148, loss@min: 1.158265, loss@max: 1.832001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.821817, LT: 2.032671, Top1S: 55.253551, Top1T: 53.062881Best acc: 55.253551 Train:epoch: 149, loss@min: 1.147198, loss@max: 1.800024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.820011, LT: 2.026371, Top1S: 55.334686, Top1T: 53.103447Best acc: 55.334686 Train:epoch: 150, loss@min: 1.129566, loss@max: 1.798231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.819656, LT: 2.019922, Top1S: 55.212982, Top1T: 53.184586 Train:epoch: 151, loss@min: 1.247538, loss@max: 1.822085, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 151, LS: 1.819444, LT: 2.013530, Top1S: 55.131847, Top1T: 53.225151 Train:epoch: 152, loss@min: 1.156285, loss@max: 1.888905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 152, LS: 1.817242, LT: 2.007927, Top1S: 55.091278, Top1T: 53.468559 Train:epoch: 153, loss@min: 1.175342, loss@max: 1.787968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 153, LS: 1.813959, LT: 2.002508, Top1S: 55.131847, Top1T: 53.549698 Train:epoch: 154, loss@min: 1.195704, loss@max: 1.768713, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 154, LS: 1.810687, LT: 1.996945, Top1S: 55.131847, Top1T: 53.671398 Train:epoch: 155, loss@min: 1.124599, loss@max: 1.836451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 155, LS: 1.804745, LT: 1.992844, Top1S: 55.212982, Top1T: 53.793102 Train:epoch: 156, loss@min: 1.164334, loss@max: 1.732274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 156, LS: 1.797094, LT: 1.989214, Top1S: 55.496956, Top1T: 53.793102Best acc: 55.496956 Train:epoch: 157, loss@min: 1.141094, loss@max: 1.820138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 157, LS: 1.787621, LT: 1.986592, Top1S: 55.740364, Top1T: 53.793102Best acc: 55.740364 Train:epoch: 158, loss@min: 1.182536, loss@max: 1.773360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 158, LS: 1.780820, LT: 1.982376, Top1S: 55.862068, Top1T: 53.914806Best acc: 55.862068 Train:epoch: 159, loss@min: 1.105272, loss@max: 1.791172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 159, LS: 1.776531, LT: 1.977274, Top1S: 56.348885, Top1T: 53.955376Best acc: 56.348885 Train:epoch: 160, loss@min: 1.175193, loss@max: 1.693551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 160, LS: 1.772461, LT: 1.972034, Top1S: 56.592293, Top1T: 53.955376Best acc: 56.592293 Train:epoch: 161, loss@min: 1.142826, loss@max: 1.806823, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 161, LS: 1.769224, LT: 1.966396, Top1S: 56.835701, Top1T: 54.117649Best acc: 56.835701 Train:epoch: 162, loss@min: 1.077656, loss@max: 1.848633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 162, LS: 1.764186, LT: 1.961549, Top1S: 56.876266, Top1T: 54.158215Best acc: 56.876266 Train:epoch: 163, loss@min: 1.155608, loss@max: 1.768498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 163, LS: 1.759480, LT: 1.956733, Top1S: 56.876266, Top1T: 54.158215 Train:epoch: 164, loss@min: 1.184481, loss@max: 1.759507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 164, LS: 1.756493, LT: 1.951388, Top1S: 57.119675, Top1T: 54.320488Best acc: 57.119675 Train:epoch: 165, loss@min: 1.106188, loss@max: 1.743046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 165, LS: 1.752415, LT: 1.946664, Top1S: 57.281948, Top1T: 54.361053Best acc: 57.281948 Train:epoch: 166, loss@min: 1.183008, loss@max: 1.716351, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 166, LS: 1.748684, LT: 1.941690, Top1S: 57.403652, Top1T: 54.523327Best acc: 57.403652 Train:epoch: 167, loss@min: 1.096339, loss@max: 1.807947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 167, LS: 1.746701, LT: 1.936272, Top1S: 57.484787, Top1T: 54.645031Best acc: 57.484787 Train:epoch: 168, loss@min: 1.184343, loss@max: 1.728335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 168, LS: 1.742961, LT: 1.931511, Top1S: 57.525356, Top1T: 54.685600Best acc: 57.525356 Train:epoch: 169, loss@min: 1.146187, loss@max: 1.735411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 169, LS: 1.735875, LT: 1.928222, Top1S: 57.606491, Top1T: 54.766735Best acc: 57.606491 Train:epoch: 170, loss@min: 1.118010, loss@max: 1.713203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 170, LS: 1.729546, LT: 1.924452, Top1S: 57.647060, Top1T: 54.888439Best acc: 57.647060 Train:epoch: 171, loss@min: 1.157117, loss@max: 1.746109, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 171, LS: 1.724083, LT: 1.920363, Top1S: 57.647060, Top1T: 54.847870 Train:epoch: 172, loss@min: 1.111632, loss@max: 1.776208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 172, LS: 1.721253, LT: 1.915298, Top1S: 57.687626, Top1T: 54.969574Best acc: 57.687626 Train:epoch: 173, loss@min: 1.179080, loss@max: 1.687204, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 173, LS: 1.721240, LT: 1.909290, Top1S: 57.687626, Top1T: 54.888439 Train:epoch: 174, loss@min: 1.135168, loss@max: 1.771650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 174, LS: 1.722214, LT: 1.903300, Top1S: 57.606491, Top1T: 55.050709 Train:epoch: 175, loss@min: 1.203675, loss@max: 1.702582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 175, LS: 1.723136, LT: 1.897954, Top1S: 57.728195, Top1T: 55.172413Best acc: 57.728195 Train:epoch: 176, loss@min: 1.137987, loss@max: 1.699749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 176, LS: 1.723593, LT: 1.892867, Top1S: 57.931034, Top1T: 55.212982Best acc: 57.931034 Train:epoch: 177, loss@min: 1.162599, loss@max: 1.635852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 177, LS: 1.723661, LT: 1.888184, Top1S: 57.809330, Top1T: 55.253551 Train:epoch: 178, loss@min: 1.127256, loss@max: 1.748010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 178, LS: 1.723867, LT: 1.883789, Top1S: 57.931034, Top1T: 55.456390 Train:epoch: 179, loss@min: 1.149414, loss@max: 1.685817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 179, LS: 1.721582, LT: 1.880079, Top1S: 57.606491, Top1T: 55.618660 Train:epoch: 180, loss@min: 1.077502, loss@max: 1.708674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 180, LS: 1.717253, LT: 1.877131, Top1S: 57.565922, Top1T: 55.821503 Train:epoch: 181, loss@min: 1.067060, loss@max: 1.743019, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 181, LS: 1.710922, LT: 1.874291, Top1S: 57.931034, Top1T: 55.983772 Train:epoch: 182, loss@min: 1.063151, loss@max: 1.780435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 182, LS: 1.703729, LT: 1.871881, Top1S: 57.931034, Top1T: 55.983772 Train:epoch: 183, loss@min: 1.143417, loss@max: 1.718150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 183, LS: 1.695144, LT: 1.869720, Top1S: 57.971603, Top1T: 55.862068Best acc: 57.971603 Train:epoch: 184, loss@min: 1.133495, loss@max: 1.654323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 184, LS: 1.686940, LT: 1.867365, Top1S: 58.174442, Top1T: 56.064911Best acc: 58.174442 Train:epoch: 185, loss@min: 1.100418, loss@max: 1.768444, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 185, LS: 1.679702, LT: 1.865390, Top1S: 58.539555, Top1T: 56.064911Best acc: 58.539555 Train:epoch: 186, loss@min: 1.121727, loss@max: 1.673287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 186, LS: 1.674513, LT: 1.862403, Top1S: 58.580120, Top1T: 55.943207Best acc: 58.580120 Train:epoch: 187, loss@min: 1.106165, loss@max: 1.649162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 187, LS: 1.670841, LT: 1.859125, Top1S: 58.823528, Top1T: 55.862068Best acc: 58.823528 Train:epoch: 188, loss@min: 1.090084, loss@max: 1.678770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 188, LS: 1.667245, LT: 1.855814, Top1S: 58.904667, Top1T: 55.943207Best acc: 58.904667 Train:epoch: 189, loss@min: 1.020487, loss@max: 1.720140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 189, LS: 1.664188, LT: 1.852308, Top1S: 58.945232, Top1T: 56.105476Best acc: 58.945232 Train:epoch: 190, loss@min: 1.083154, loss@max: 1.716817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 190, LS: 1.661890, LT: 1.848315, Top1S: 58.742393, Top1T: 56.227180 Train:epoch: 191, loss@min: 1.097711, loss@max: 1.667860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 191, LS: 1.659365, LT: 1.844551, Top1S: 58.782963, Top1T: 56.267750 Train:epoch: 192, loss@min: 1.120212, loss@max: 1.726523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 192, LS: 1.657980, LT: 1.840246, Top1S: 58.823528, Top1T: 56.592293 Train:epoch: 193, loss@min: 1.075310, loss@max: 1.687190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 193, LS: 1.657280, LT: 1.835509, Top1S: 58.823528, Top1T: 56.713997 Train:epoch: 194, loss@min: 1.130392, loss@max: 1.639745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 194, LS: 1.656249, LT: 1.830670, Top1S: 58.985802, Top1T: 56.632862Best acc: 58.985802 Train:epoch: 195, loss@min: 1.143296, loss@max: 1.671370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 195, LS: 1.654213, LT: 1.826340, Top1S: 59.066936, Top1T: 56.632862Best acc: 59.066936 Train:epoch: 196, loss@min: 1.199120, loss@max: 1.607498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 196, LS: 1.652757, LT: 1.821967, Top1S: 59.066936, Top1T: 56.551723 Train:epoch: 197, loss@min: 1.160559, loss@max: 1.658689, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 197, LS: 1.651999, LT: 1.817533, Top1S: 58.904667, Top1T: 56.673428 Train:epoch: 198, loss@min: 1.190899, loss@max: 1.667884, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 198, LS: 1.651587, LT: 1.812713, Top1S: 58.985802, Top1T: 56.916836 Train:epoch: 199, loss@min: 1.119093, loss@max: 1.603300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 199, LS: 1.651014, LT: 1.808263, Top1S: 59.269775, Top1T: 57.079109Best acc: 59.269775 Train:epoch: 200, loss@min: 1.099240, loss@max: 1.628188, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 200, LS: 1.652042, LT: 1.803414, Top1S: 59.229210, Top1T: 57.119675 Train:epoch: 201, loss@min: 1.111700, loss@max: 1.630274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 201, LS: 1.652753, LT: 1.798545, Top1S: 59.269775, Top1T: 57.241379 Train:epoch: 202, loss@min: 1.068066, loss@max: 1.648267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 202, LS: 1.651673, LT: 1.794288, Top1S: 59.229210, Top1T: 57.322514 Train:epoch: 203, loss@min: 1.097853, loss@max: 1.657033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 203, LS: 1.649470, LT: 1.790511, Top1S: 59.269775, Top1T: 57.200813 Train:epoch: 204, loss@min: 1.025125, loss@max: 1.700633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 204, LS: 1.645795, LT: 1.787070, Top1S: 59.391479, Top1T: 57.200813Best acc: 59.391479 Train:epoch: 205, loss@min: 1.035277, loss@max: 1.685399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 205, LS: 1.640236, LT: 1.784449, Top1S: 59.391479, Top1T: 57.241379 Train:epoch: 206, loss@min: 1.076115, loss@max: 1.697991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 206, LS: 1.634458, LT: 1.782192, Top1S: 59.391479, Top1T: 57.281948 Train:epoch: 207, loss@min: 1.001405, loss@max: 1.753251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 207, LS: 1.626131, LT: 1.781568, Top1S: 59.472618, Top1T: 57.281948Best acc: 59.472618 Train:epoch: 208, loss@min: 1.132023, loss@max: 1.647295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 208, LS: 1.618731, LT: 1.781013, Top1S: 59.553753, Top1T: 57.403652Best acc: 59.553753 Train:epoch: 209, loss@min: 1.035446, loss@max: 1.658766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 209, LS: 1.611985, LT: 1.780332, Top1S: 59.675457, Top1T: 57.403652Best acc: 59.675457 Train:epoch: 210, loss@min: 1.093594, loss@max: 1.688419, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 210, LS: 1.605903, LT: 1.779131, Top1S: 59.797161, Top1T: 57.363083Best acc: 59.797161 Train:epoch: 211, loss@min: 1.093420, loss@max: 1.718179, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 211, LS: 1.600389, LT: 1.777289, Top1S: 60.040569, Top1T: 57.363083Best acc: 60.040569 Train:epoch: 212, loss@min: 1.092896, loss@max: 1.677878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 212, LS: 1.597593, LT: 1.774054, Top1S: 60.202839, Top1T: 57.484787Best acc: 60.202839 Train:epoch: 213, loss@min: 1.060432, loss@max: 1.675843, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 213, LS: 1.595671, LT: 1.770404, Top1S: 60.324543, Top1T: 57.647060Best acc: 60.324543 Train:epoch: 214, loss@min: 1.133587, loss@max: 1.583505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 214, LS: 1.594885, LT: 1.766437, Top1S: 60.405682, Top1T: 57.647060Best acc: 60.405682 Train:epoch: 215, loss@min: 1.049511, loss@max: 1.611103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 215, LS: 1.594251, LT: 1.762369, Top1S: 60.608521, Top1T: 57.606491Best acc: 60.608521 Train:epoch: 216, loss@min: 1.090932, loss@max: 1.575662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 216, LS: 1.594082, LT: 1.758415, Top1S: 60.446247, Top1T: 57.606491 Train:epoch: 217, loss@min: 1.024037, loss@max: 1.695590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 217, LS: 1.593668, LT: 1.754686, Top1S: 60.365112, Top1T: 57.647060 Train:epoch: 218, loss@min: 1.082548, loss@max: 1.670911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 218, LS: 1.592674, LT: 1.751512, Top1S: 60.405682, Top1T: 57.849899 Train:epoch: 219, loss@min: 1.045846, loss@max: 1.622410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 219, LS: 1.592245, LT: 1.748132, Top1S: 60.243408, Top1T: 57.890469 Train:epoch: 220, loss@min: 1.077180, loss@max: 1.652502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 220, LS: 1.591639, LT: 1.744967, Top1S: 60.243408, Top1T: 58.012169 Train:epoch: 221, loss@min: 1.066451, loss@max: 1.626266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 221, LS: 1.590203, LT: 1.742199, Top1S: 60.283978, Top1T: 57.971603 Train:epoch: 222, loss@min: 1.119958, loss@max: 1.572955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 222, LS: 1.587694, LT: 1.739666, Top1S: 60.405682, Top1T: 58.012169 Train:epoch: 223, loss@min: 1.035122, loss@max: 1.619677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 223, LS: 1.585279, LT: 1.737344, Top1S: 60.446247, Top1T: 58.215012 Train:epoch: 224, loss@min: 1.027069, loss@max: 1.617492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 224, LS: 1.582124, LT: 1.735625, Top1S: 60.486816, Top1T: 58.336716 Train:epoch: 225, loss@min: 1.085447, loss@max: 1.585501, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 225, LS: 1.579194, LT: 1.733789, Top1S: 60.689655, Top1T: 58.255577Best acc: 60.689655 Train:epoch: 226, loss@min: 1.157222, loss@max: 1.578198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 226, LS: 1.577971, LT: 1.731494, Top1S: 60.527382, Top1T: 58.417850 Train:epoch: 227, loss@min: 1.074497, loss@max: 1.584651, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 227, LS: 1.577340, LT: 1.728587, Top1S: 60.405682, Top1T: 58.417850 Train:epoch: 228, loss@min: 1.123727, loss@max: 1.570167, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 228, LS: 1.576805, LT: 1.725313, Top1S: 60.567951, Top1T: 58.498985 Train:epoch: 229, loss@min: 1.077353, loss@max: 1.580194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 229, LS: 1.575973, LT: 1.721841, Top1S: 60.567951, Top1T: 58.661259 Train:epoch: 230, loss@min: 1.072131, loss@max: 1.581037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 230, LS: 1.575204, LT: 1.718171, Top1S: 60.608521, Top1T: 58.742393 Train:epoch: 231, loss@min: 1.082469, loss@max: 1.606721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 231, LS: 1.574664, LT: 1.714023, Top1S: 60.649086, Top1T: 58.823528 Train:epoch: 232, loss@min: 1.095086, loss@max: 1.614696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 232, LS: 1.573061, LT: 1.710555, Top1S: 60.689655, Top1T: 58.701824 Train:epoch: 233, loss@min: 1.043309, loss@max: 1.668599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 233, LS: 1.571570, LT: 1.707697, Top1S: 60.649086, Top1T: 58.620689 Train:epoch: 234, loss@min: 1.072744, loss@max: 1.581968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 234, LS: 1.570026, LT: 1.704591, Top1S: 60.851929, Top1T: 58.498985Best acc: 60.851929 Train:epoch: 235, loss@min: 1.094507, loss@max: 1.549815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 235, LS: 1.568445, LT: 1.701253, Top1S: 60.933064, Top1T: 58.742393Best acc: 60.933064 Train:epoch: 236, loss@min: 1.069592, loss@max: 1.576692, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 236, LS: 1.566951, LT: 1.697971, Top1S: 61.176472, Top1T: 58.782963Best acc: 61.176472 Train:epoch: 237, loss@min: 1.053952, loss@max: 1.615411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 237, LS: 1.565359, LT: 1.694925, Top1S: 61.095333, Top1T: 58.701824 Train:epoch: 238, loss@min: 1.089395, loss@max: 1.598556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 238, LS: 1.564197, LT: 1.691989, Top1S: 60.892494, Top1T: 58.701824 Train:epoch: 239, loss@min: 1.069696, loss@max: 1.611336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 239, LS: 1.562350, LT: 1.689434, Top1S: 60.892494, Top1T: 58.742393 Train:epoch: 240, loss@min: 1.050882, loss@max: 1.626949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 240, LS: 1.559690, LT: 1.687180, Top1S: 60.933064, Top1T: 59.026371 Train:epoch: 241, loss@min: 1.070524, loss@max: 1.640654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 241, LS: 1.555273, LT: 1.686027, Top1S: 61.135902, Top1T: 59.107506 Train:epoch: 242, loss@min: 1.045455, loss@max: 1.712811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 242, LS: 1.551598, LT: 1.684711, Top1S: 61.095333, Top1T: 59.269775 Train:epoch: 243, loss@min: 1.068478, loss@max: 1.614707, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 243, LS: 1.549502, LT: 1.682696, Top1S: 61.095333, Top1T: 59.148075 Train:epoch: 244, loss@min: 1.005980, loss@max: 1.661358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 244, LS: 1.547512, LT: 1.680988, Top1S: 61.135902, Top1T: 59.148075 Train:epoch: 245, loss@min: 1.083237, loss@max: 1.617771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 245, LS: 1.546206, LT: 1.678923, Top1S: 61.095333, Top1T: 59.188641 Train:epoch: 246, loss@min: 1.102038, loss@max: 1.628736, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 246, LS: 1.546405, LT: 1.676552, Top1S: 61.135902, Top1T: 59.229210 Train:epoch: 247, loss@min: 1.093686, loss@max: 1.560278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 247, LS: 1.546213, LT: 1.673952, Top1S: 61.217037, Top1T: 59.269775Best acc: 61.217037 Train:epoch: 248, loss@min: 1.059372, loss@max: 1.647665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 248, LS: 1.545059, LT: 1.671564, Top1S: 61.176472, Top1T: 59.148075 Train:epoch: 249, loss@min: 1.052261, loss@max: 1.555591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 249, LS: 1.543799, LT: 1.669189, Top1S: 61.095333, Top1T: 59.310345 Train:epoch: 250, loss@min: 1.058067, loss@max: 1.655977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 250, LS: 1.541642, LT: 1.666892, Top1S: 61.135902, Top1T: 59.310345 Train:epoch: 251, loss@min: 1.041392, loss@max: 1.576566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 251, LS: 1.537187, LT: 1.665523, Top1S: 61.176472, Top1T: 59.391479 Train:epoch: 252, loss@min: 1.058340, loss@max: 1.630685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 252, LS: 1.533373, LT: 1.663857, Top1S: 61.217037, Top1T: 59.432049 Train:epoch: 253, loss@min: 1.013987, loss@max: 1.675488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 253, LS: 1.529414, LT: 1.662438, Top1S: 61.217037, Top1T: 59.513184 Train:epoch: 254, loss@min: 1.021463, loss@max: 1.614071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 254, LS: 1.525268, LT: 1.660996, Top1S: 61.582150, Top1T: 59.553753Best acc: 61.582150 Train:epoch: 255, loss@min: 1.003590, loss@max: 1.630736, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 255, LS: 1.522036, LT: 1.658943, Top1S: 61.419880, Top1T: 59.594322 Train:epoch: 256, loss@min: 1.066643, loss@max: 1.561374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 256, LS: 1.518031, LT: 1.657379, Top1S: 61.582150, Top1T: 59.918865 Train:epoch: 257, loss@min: 1.107426, loss@max: 1.611330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 257, LS: 1.513640, LT: 1.655870, Top1S: 61.744423, Top1T: 59.918865Best acc: 61.744423 Train:epoch: 258, loss@min: 1.037848, loss@max: 1.630700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 258, LS: 1.510258, LT: 1.654027, Top1S: 61.744423, Top1T: 59.959431 Train:epoch: 259, loss@min: 1.088475, loss@max: 1.567901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 259, LS: 1.506160, LT: 1.652686, Top1S: 61.866127, Top1T: 59.959431Best acc: 61.866127 Train:epoch: 260, loss@min: 1.051612, loss@max: 1.583742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 260, LS: 1.503313, LT: 1.650997, Top1S: 62.109535, Top1T: 59.918865Best acc: 62.109535 Train:epoch: 261, loss@min: 1.051629, loss@max: 1.588711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 261, LS: 1.501470, LT: 1.648907, Top1S: 62.109535, Top1T: 59.918865 Train:epoch: 262, loss@min: 1.051719, loss@max: 1.532704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 262, LS: 1.498688, LT: 1.647104, Top1S: 62.393509, Top1T: 60.121704Best acc: 62.393509 Train:epoch: 263, loss@min: 1.118399, loss@max: 1.533782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 263, LS: 1.495471, LT: 1.645885, Top1S: 62.555782, Top1T: 60.162273Best acc: 62.555782 Train:epoch: 264, loss@min: 1.059216, loss@max: 1.565275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 264, LS: 1.493810, LT: 1.644070, Top1S: 62.434078, Top1T: 60.243408 Train:epoch: 265, loss@min: 1.129375, loss@max: 1.546937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 265, LS: 1.494932, LT: 1.641055, Top1S: 62.515213, Top1T: 60.162273 Train:epoch: 266, loss@min: 1.099834, loss@max: 1.600304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 266, LS: 1.496554, LT: 1.637608, Top1S: 62.312374, Top1T: 60.243408 Train:epoch: 267, loss@min: 1.069652, loss@max: 1.574252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 267, LS: 1.500115, LT: 1.633602, Top1S: 62.109535, Top1T: 60.446247 Train:epoch: 268, loss@min: 1.013809, loss@max: 1.580136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 268, LS: 1.504176, LT: 1.629115, Top1S: 61.744423, Top1T: 60.730225 Train:epoch: 269, loss@min: 1.039921, loss@max: 1.628547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 269, LS: 1.507262, LT: 1.625273, Top1S: 61.703854, Top1T: 60.851929 Train:epoch: 270, loss@min: 1.077982, loss@max: 1.581170, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 270, LS: 1.508845, LT: 1.622414, Top1S: 61.703854, Top1T: 60.608521 Train:epoch: 271, loss@min: 1.047979, loss@max: 1.638696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 271, LS: 1.508681, LT: 1.620321, Top1S: 61.987831, Top1T: 60.730225 Train:epoch: 272, loss@min: 0.979467, loss@max: 1.660275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 272, LS: 1.507494, LT: 1.618589, Top1S: 62.150101, Top1T: 60.892494 Train:epoch: 273, loss@min: 1.049096, loss@max: 1.620104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 273, LS: 1.504578, LT: 1.617718, Top1S: 62.109535, Top1T: 60.933064 Train:epoch: 274, loss@min: 1.104409, loss@max: 1.531087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 274, LS: 1.501664, LT: 1.616604, Top1S: 62.393509, Top1T: 60.892494 Train:epoch: 275, loss@min: 1.056285, loss@max: 1.634761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 275, LS: 1.498870, LT: 1.615243, Top1S: 62.352940, Top1T: 60.892494 Train:epoch: 276, loss@min: 1.045649, loss@max: 1.572568, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 276, LS: 1.494440, LT: 1.614907, Top1S: 62.555782, Top1T: 60.892494 Train:epoch: 277, loss@min: 1.056326, loss@max: 1.591768, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 277, LS: 1.489508, LT: 1.614662, Top1S: 62.839756, Top1T: 60.851929Best acc: 62.839756 Train:epoch: 278, loss@min: 1.068233, loss@max: 1.642294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 278, LS: 1.485186, LT: 1.614143, Top1S: 62.920895, Top1T: 61.014198Best acc: 62.920895 Train:epoch: 279, loss@min: 1.027199, loss@max: 1.662211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 279, LS: 1.482856, LT: 1.612524, Top1S: 63.042595, Top1T: 60.973633Best acc: 63.042595 Train:epoch: 280, loss@min: 1.078550, loss@max: 1.599640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 280, LS: 1.482592, LT: 1.609754, Top1S: 63.002029, Top1T: 61.095333 Train:epoch: 281, loss@min: 1.045812, loss@max: 1.583917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 281, LS: 1.481876, LT: 1.607629, Top1S: 62.839756, Top1T: 61.217037 Train:epoch: 282, loss@min: 1.059590, loss@max: 1.527332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 282, LS: 1.481172, LT: 1.605901, Top1S: 62.799191, Top1T: 61.176472 Train:epoch: 283, loss@min: 0.998683, loss@max: 1.653861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 283, LS: 1.480490, LT: 1.604217, Top1S: 62.799191, Top1T: 61.217037 Train:epoch: 284, loss@min: 1.062040, loss@max: 1.556810, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 284, LS: 1.479564, LT: 1.602414, Top1S: 62.636917, Top1T: 61.501015 Train:epoch: 285, loss@min: 1.101795, loss@max: 1.510010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 285, LS: 1.478817, LT: 1.600199, Top1S: 62.474644, Top1T: 61.541584 Train:epoch: 286, loss@min: 1.103206, loss@max: 1.650990, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 286, LS: 1.475697, LT: 1.598781, Top1S: 62.555782, Top1T: 61.622719 Train:epoch: 287, loss@min: 0.994990, loss@max: 1.606790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 287, LS: 1.473090, LT: 1.597134, Top1S: 62.474644, Top1T: 61.501015 Train:epoch: 288, loss@min: 1.032187, loss@max: 1.589900, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 288, LS: 1.469837, LT: 1.595579, Top1S: 62.474644, Top1T: 61.541584 Train:epoch: 289, loss@min: 1.057112, loss@max: 1.568489, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 289, LS: 1.467557, LT: 1.593963, Top1S: 62.515213, Top1T: 61.582150 Train:epoch: 290, loss@min: 1.037414, loss@max: 1.553956, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 290, LS: 1.465873, LT: 1.592332, Top1S: 62.434078, Top1T: 61.582150 Train:epoch: 291, loss@min: 1.039946, loss@max: 1.585158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 291, LS: 1.465288, LT: 1.590356, Top1S: 62.352940, Top1T: 61.622719 Train:epoch: 292, loss@min: 1.027384, loss@max: 1.648246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 292, LS: 1.465441, LT: 1.587808, Top1S: 62.271805, Top1T: 61.703854 Train:epoch: 293, loss@min: 1.040475, loss@max: 1.589538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 293, LS: 1.465355, LT: 1.585366, Top1S: 62.677486, Top1T: 61.825558 Train:epoch: 294, loss@min: 1.045706, loss@max: 1.584327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 294, LS: 1.465455, LT: 1.582588, Top1S: 62.555782, Top1T: 62.028397 Train:epoch: 295, loss@min: 1.040765, loss@max: 1.545078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 295, LS: 1.465794, LT: 1.579903, Top1S: 62.555782, Top1T: 61.906693 Train:epoch: 296, loss@min: 1.021857, loss@max: 1.624768, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 296, LS: 1.465866, LT: 1.577520, Top1S: 62.515213, Top1T: 61.947262 Train:epoch: 297, loss@min: 1.097339, loss@max: 1.549626, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 297, LS: 1.466204, LT: 1.575041, Top1S: 62.555782, Top1T: 62.028397 Train:epoch: 298, loss@min: 1.057141, loss@max: 1.568214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 298, LS: 1.466108, LT: 1.573419, Top1S: 62.636917, Top1T: 61.906693 Train:epoch: 299, loss@min: 1.008890, loss@max: 1.606377, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 299, LS: 1.465122, LT: 1.572689, Top1S: 62.596348, Top1T: 61.947262 Train:epoch: 300, loss@min: 1.037422, loss@max: 1.574424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 300, LS: 1.463518, LT: 1.572604, Top1S: 62.718052, Top1T: 61.906693 Train:epoch: 301, loss@min: 1.026037, loss@max: 1.589398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 301, LS: 1.461255, LT: 1.572867, Top1S: 62.839756, Top1T: 61.906693 Train:epoch: 302, loss@min: 1.040219, loss@max: 1.596648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 302, LS: 1.458468, LT: 1.572894, Top1S: 62.758621, Top1T: 61.947262 Train:epoch: 303, loss@min: 1.083815, loss@max: 1.586754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 303, LS: 1.455491, LT: 1.572874, Top1S: 62.880325, Top1T: 61.947262 Train:epoch: 304, loss@min: 1.045974, loss@max: 1.568581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 304, LS: 1.452958, LT: 1.572326, Top1S: 62.880325, Top1T: 61.947262 Train:epoch: 305, loss@min: 1.073773, loss@max: 1.534220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 305, LS: 1.450202, LT: 1.571710, Top1S: 62.880325, Top1T: 61.987831 Train:epoch: 306, loss@min: 1.057593, loss@max: 1.590718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 306, LS: 1.448190, LT: 1.570715, Top1S: 62.961460, Top1T: 62.109535 Train:epoch: 307, loss@min: 1.021081, loss@max: 1.566316, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 307, LS: 1.446775, LT: 1.569586, Top1S: 63.002029, Top1T: 62.068966 Train:epoch: 308, loss@min: 1.109213, loss@max: 1.534161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 308, LS: 1.446337, LT: 1.568222, Top1S: 63.123734, Top1T: 62.109535Best acc: 63.123734 Train:epoch: 309, loss@min: 1.124997, loss@max: 1.497774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 309, LS: 1.447403, LT: 1.565792, Top1S: 62.961460, Top1T: 62.190670 Train:epoch: 310, loss@min: 1.037626, loss@max: 1.549122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 310, LS: 1.448194, LT: 1.563340, Top1S: 63.002029, Top1T: 62.271805 Train:epoch: 311, loss@min: 1.008271, loss@max: 1.583527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 311, LS: 1.449370, LT: 1.560770, Top1S: 63.164299, Top1T: 62.352940Best acc: 63.164299 Train:epoch: 312, loss@min: 1.053714, loss@max: 1.550632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 312, LS: 1.449912, LT: 1.558246, Top1S: 63.123734, Top1T: 62.515213 Train:epoch: 313, loss@min: 1.045002, loss@max: 1.577410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 313, LS: 1.449278, LT: 1.555962, Top1S: 63.164299, Top1T: 62.515213 Train:epoch: 314, loss@min: 1.025238, loss@max: 1.560357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 314, LS: 1.448129, LT: 1.553998, Top1S: 63.286003, Top1T: 62.596348Best acc: 63.286003 Train:epoch: 315, loss@min: 1.025607, loss@max: 1.579618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 315, LS: 1.445070, LT: 1.553012, Top1S: 63.367142, Top1T: 62.596348Best acc: 63.367142 Train:epoch: 316, loss@min: 1.056194, loss@max: 1.586613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 316, LS: 1.440033, LT: 1.553395, Top1S: 63.448277, Top1T: 62.636917Best acc: 63.448277 Train:epoch: 317, loss@min: 1.042835, loss@max: 1.536835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 317, LS: 1.435250, LT: 1.553764, Top1S: 63.407707, Top1T: 62.677486 Train:epoch: 318, loss@min: 1.040329, loss@max: 1.616647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 318, LS: 1.431869, LT: 1.553412, Top1S: 63.286003, Top1T: 62.596348 Train:epoch: 319, loss@min: 1.045705, loss@max: 1.544042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 319, LS: 1.430582, LT: 1.552069, Top1S: 63.448277, Top1T: 62.677486 Train:epoch: 320, loss@min: 1.041971, loss@max: 1.568155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 320, LS: 1.430393, LT: 1.550490, Top1S: 63.407707, Top1T: 62.596348 Train:epoch: 321, loss@min: 0.980822, loss@max: 1.600054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 321, LS: 1.430721, LT: 1.548657, Top1S: 63.286003, Top1T: 62.596348 Train:epoch: 322, loss@min: 1.010405, loss@max: 1.595622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 322, LS: 1.431693, LT: 1.546405, Top1S: 63.326572, Top1T: 62.596348 Train:epoch: 323, loss@min: 0.948123, loss@max: 1.678631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 323, LS: 1.431789, LT: 1.544728, Top1S: 63.407707, Top1T: 62.555782 Train:epoch: 324, loss@min: 1.003519, loss@max: 1.578102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 324, LS: 1.432868, LT: 1.542747, Top1S: 63.367142, Top1T: 62.596348 Train:epoch: 325, loss@min: 1.007485, loss@max: 1.583086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 325, LS: 1.433492, LT: 1.540761, Top1S: 63.448277, Top1T: 62.596348 Train:epoch: 326, loss@min: 1.063752, loss@max: 1.515737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 326, LS: 1.433525, LT: 1.539197, Top1S: 63.488846, Top1T: 62.555782Best acc: 63.488846 Train:epoch: 327, loss@min: 1.046060, loss@max: 1.555641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 327, LS: 1.432888, LT: 1.538167, Top1S: 63.569981, Top1T: 62.515213Best acc: 63.569981 Train:epoch: 328, loss@min: 1.043980, loss@max: 1.567032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 328, LS: 1.432546, LT: 1.536836, Top1S: 63.407707, Top1T: 62.596348 Train:epoch: 329, loss@min: 1.037576, loss@max: 1.513552, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 329, LS: 1.431798, LT: 1.535847, Top1S: 63.448277, Top1T: 62.799191 Train:epoch: 330, loss@min: 1.055078, loss@max: 1.529940, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 330, LS: 1.429917, LT: 1.535063, Top1S: 63.488846, Top1T: 62.677486 Train:epoch: 331, loss@min: 1.055255, loss@max: 1.523618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 331, LS: 1.426814, LT: 1.534537, Top1S: 63.407707, Top1T: 62.677486 Train:epoch: 332, loss@min: 1.084315, loss@max: 1.504795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 332, LS: 1.423654, LT: 1.534047, Top1S: 63.569981, Top1T: 62.677486 Train:epoch: 333, loss@min: 1.098325, loss@max: 1.561473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 333, LS: 1.421747, LT: 1.532705, Top1S: 63.691685, Top1T: 62.677486Best acc: 63.691685 Train:epoch: 334, loss@min: 0.990691, loss@max: 1.637081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 334, LS: 1.420312, LT: 1.531353, Top1S: 63.610546, Top1T: 62.596348 Train:epoch: 335, loss@min: 1.036467, loss@max: 1.529646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 335, LS: 1.419229, LT: 1.530102, Top1S: 63.772820, Top1T: 62.636917Best acc: 63.772820 Train:epoch: 336, loss@min: 1.103657, loss@max: 1.480599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 336, LS: 1.418191, LT: 1.528702, Top1S: 63.935093, Top1T: 62.799191Best acc: 63.935093 Train:epoch: 337, loss@min: 1.005752, loss@max: 1.561327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 337, LS: 1.417367, LT: 1.527293, Top1S: 64.056793, Top1T: 62.799191Best acc: 64.056793 Train:epoch: 338, loss@min: 0.983309, loss@max: 1.583045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 338, LS: 1.414794, LT: 1.527114, Top1S: 64.056793, Top1T: 62.839756 Train:epoch: 339, loss@min: 1.011640, loss@max: 1.558024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 339, LS: 1.415909, LT: 1.524971, Top1S: 64.097366, Top1T: 62.799191Best acc: 64.097366 Train:epoch: 340, loss@min: 1.040720, loss@max: 1.633816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 340, LS: 1.417002, LT: 1.523119, Top1S: 64.056793, Top1T: 62.718052 Train:epoch: 341, loss@min: 1.035714, loss@max: 1.533754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 341, LS: 1.416049, LT: 1.522278, Top1S: 64.016228, Top1T: 62.839756 Train:epoch: 342, loss@min: 1.066101, loss@max: 1.574626, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 342, LS: 1.415256, LT: 1.521103, Top1S: 63.975658, Top1T: 63.002029 Train:epoch: 343, loss@min: 1.032272, loss@max: 1.550261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 343, LS: 1.414529, LT: 1.520398, Top1S: 63.853954, Top1T: 62.961460 Train:epoch: 344, loss@min: 1.074619, loss@max: 1.558069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 344, LS: 1.414451, LT: 1.519335, Top1S: 63.732250, Top1T: 63.164299 Train:epoch: 345, loss@min: 1.009361, loss@max: 1.553096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 345, LS: 1.414532, LT: 1.518138, Top1S: 63.610546, Top1T: 63.083164 Train:epoch: 346, loss@min: 1.053803, loss@max: 1.536049, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 346, LS: 1.415569, LT: 1.516340, Top1S: 63.569981, Top1T: 63.123734 Train:epoch: 347, loss@min: 1.026103, loss@max: 1.564464, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 347, LS: 1.415692, LT: 1.515153, Top1S: 63.488846, Top1T: 63.204868 Train:epoch: 348, loss@min: 1.030919, loss@max: 1.604045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 348, LS: 1.415115, LT: 1.514377, Top1S: 63.448277, Top1T: 63.204868 Train:epoch: 349, loss@min: 1.054671, loss@max: 1.574641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 349, LS: 1.414516, LT: 1.513151, Top1S: 63.407707, Top1T: 63.286003 Train:epoch: 350, loss@min: 1.020306, loss@max: 1.533662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 350, LS: 1.413865, LT: 1.512323, Top1S: 63.448277, Top1T: 63.367142 Train:epoch: 351, loss@min: 1.047124, loss@max: 1.511184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 351, LS: 1.413748, LT: 1.510923, Top1S: 63.448277, Top1T: 63.367142 Train:epoch: 352, loss@min: 1.060462, loss@max: 1.510909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 352, LS: 1.414061, LT: 1.509227, Top1S: 63.407707, Top1T: 63.367142 Train:epoch: 353, loss@min: 1.033162, loss@max: 1.584004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 353, LS: 1.415989, LT: 1.506479, Top1S: 63.448277, Top1T: 63.448277 Train:epoch: 354, loss@min: 0.978460, loss@max: 1.609903, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 354, LS: 1.417193, LT: 1.504000, Top1S: 63.529411, Top1T: 63.488846 Train:epoch: 355, loss@min: 1.000747, loss@max: 1.582201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 355, LS: 1.417352, LT: 1.501774, Top1S: 63.569981, Top1T: 63.488846 Train:epoch: 356, loss@min: 1.020551, loss@max: 1.590221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 356, LS: 1.416059, LT: 1.500387, Top1S: 63.691685, Top1T: 63.488846 Train:epoch: 357, loss@min: 1.026103, loss@max: 1.558860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 357, LS: 1.413685, LT: 1.499694, Top1S: 63.691685, Top1T: 63.448277 Train:epoch: 358, loss@min: 0.992655, loss@max: 1.609159, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 358, LS: 1.409852, LT: 1.499675, Top1S: 63.691685, Top1T: 63.610546 Train:epoch: 359, loss@min: 0.995703, loss@max: 1.602138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 359, LS: 1.406805, LT: 1.499408, Top1S: 63.813389, Top1T: 63.569981 Train:epoch: 360, loss@min: 1.060662, loss@max: 1.561738, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 360, LS: 1.402818, LT: 1.499820, Top1S: 63.853954, Top1T: 63.569981 Train:epoch: 361, loss@min: 1.062960, loss@max: 1.513821, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 361, LS: 1.398913, LT: 1.499958, Top1S: 64.056793, Top1T: 63.529411 Train:epoch: 362, loss@min: 1.034059, loss@max: 1.520762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 362, LS: 1.395972, LT: 1.499550, Top1S: 64.016228, Top1T: 63.569981 Train:epoch: 363, loss@min: 1.071990, loss@max: 1.532982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 363, LS: 1.394380, LT: 1.498394, Top1S: 64.016228, Top1T: 63.488846 Train:epoch: 364, loss@min: 1.023791, loss@max: 1.541838, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 364, LS: 1.393335, LT: 1.497607, Top1S: 64.097366, Top1T: 63.488846 Train:epoch: 365, loss@min: 1.052312, loss@max: 1.546539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 365, LS: 1.390987, LT: 1.497440, Top1S: 64.300201, Top1T: 63.448277Best acc: 64.300201 Train:epoch: 366, loss@min: 1.014101, loss@max: 1.551311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 366, LS: 1.388682, LT: 1.497535, Top1S: 64.300201, Top1T: 63.326572 Train:epoch: 367, loss@min: 1.042997, loss@max: 1.528456, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 367, LS: 1.387484, LT: 1.496879, Top1S: 64.300201, Top1T: 63.204868 Train:epoch: 368, loss@min: 1.000826, loss@max: 1.570167, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 368, LS: 1.387611, LT: 1.495711, Top1S: 64.381340, Top1T: 63.204868Best acc: 64.381340 Train:epoch: 369, loss@min: 1.011963, loss@max: 1.570821, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 369, LS: 1.388254, LT: 1.494071, Top1S: 64.340775, Top1T: 63.245438 Train:epoch: 370, loss@min: 0.994530, loss@max: 1.569121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 370, LS: 1.388936, LT: 1.492869, Top1S: 64.462479, Top1T: 63.326572Best acc: 64.462479 Train:epoch: 371, loss@min: 1.088703, loss@max: 1.534660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 371, LS: 1.390794, LT: 1.490791, Top1S: 64.340775, Top1T: 63.367142 Train:epoch: 372, loss@min: 1.093027, loss@max: 1.505444, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 372, LS: 1.392548, LT: 1.488804, Top1S: 64.381340, Top1T: 63.448277 Train:epoch: 373, loss@min: 1.068731, loss@max: 1.494911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 373, LS: 1.393860, LT: 1.486881, Top1S: 64.381340, Top1T: 63.651115 Train:epoch: 374, loss@min: 1.083741, loss@max: 1.495654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 374, LS: 1.394862, LT: 1.485286, Top1S: 64.259636, Top1T: 63.732250 Train:epoch: 375, loss@min: 1.020740, loss@max: 1.511660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 375, LS: 1.394426, LT: 1.484019, Top1S: 64.300201, Top1T: 63.853954 Train:epoch: 376, loss@min: 1.019266, loss@max: 1.557065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 376, LS: 1.393358, LT: 1.483224, Top1S: 64.340775, Top1T: 63.935093 Train:epoch: 377, loss@min: 0.979909, loss@max: 1.586630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 377, LS: 1.391228, LT: 1.483225, Top1S: 64.259636, Top1T: 63.935093 Train:epoch: 378, loss@min: 0.995304, loss@max: 1.543383, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 378, LS: 1.389621, LT: 1.483121, Top1S: 64.219070, Top1T: 63.935093 Train:epoch: 379, loss@min: 1.010245, loss@max: 1.582545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 379, LS: 1.387662, LT: 1.483158, Top1S: 64.178497, Top1T: 63.935093 Train:epoch: 380, loss@min: 0.971055, loss@max: 1.602128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 380, LS: 1.385613, LT: 1.483024, Top1S: 64.137932, Top1T: 63.975658 Train:epoch: 381, loss@min: 1.043082, loss@max: 1.508151, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 381, LS: 1.384039, LT: 1.482611, Top1S: 64.137932, Top1T: 64.016228 Train:epoch: 382, loss@min: 0.996531, loss@max: 1.590719, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 382, LS: 1.382205, LT: 1.482209, Top1S: 64.259636, Top1T: 64.056793 Train:epoch: 383, loss@min: 1.058254, loss@max: 1.520519, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 383, LS: 1.381194, LT: 1.481519, Top1S: 64.381340, Top1T: 64.056793 Train:epoch: 384, loss@min: 1.006332, loss@max: 1.556905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 384, LS: 1.380187, LT: 1.480891, Top1S: 64.462479, Top1T: 64.097366 Train:epoch: 385, loss@min: 1.054937, loss@max: 1.540815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 385, LS: 1.380180, LT: 1.479646, Top1S: 64.462479, Top1T: 64.178497 Train:epoch: 386, loss@min: 1.029836, loss@max: 1.572831, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 386, LS: 1.380093, LT: 1.478373, Top1S: 64.584175, Top1T: 64.137932Best acc: 64.584175 Train:epoch: 387, loss@min: 1.049950, loss@max: 1.520957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 387, LS: 1.379787, LT: 1.477269, Top1S: 64.624748, Top1T: 64.016228Best acc: 64.624748 Train:epoch: 388, loss@min: 1.050544, loss@max: 1.533599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 388, LS: 1.379389, LT: 1.476056, Top1S: 64.665314, Top1T: 64.097366Best acc: 64.665314 Train:epoch: 389, loss@min: 0.987735, loss@max: 1.591692, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 389, LS: 1.377975, LT: 1.475400, Top1S: 64.624748, Top1T: 64.137932 Train:epoch: 390, loss@min: 1.051142, loss@max: 1.502394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 390, LS: 1.377014, LT: 1.474690, Top1S: 64.624748, Top1T: 64.097366 Train:epoch: 391, loss@min: 1.011858, loss@max: 1.598549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 391, LS: 1.375791, LT: 1.474020, Top1S: 64.705879, Top1T: 64.016228Best acc: 64.705879 Train:epoch: 392, loss@min: 0.992881, loss@max: 1.598283, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 392, LS: 1.375105, LT: 1.472924, Top1S: 64.624748, Top1T: 63.975658 Train:epoch: 393, loss@min: 1.052575, loss@max: 1.519242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 393, LS: 1.373462, LT: 1.472167, Top1S: 64.584175, Top1T: 63.894524 Train:epoch: 394, loss@min: 1.004910, loss@max: 1.575098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 394, LS: 1.371932, LT: 1.471301, Top1S: 64.705879, Top1T: 63.894524 Train:epoch: 395, loss@min: 1.020088, loss@max: 1.525775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 395, LS: 1.370740, LT: 1.470107, Top1S: 64.705879, Top1T: 63.935093 Train:epoch: 396, loss@min: 1.037033, loss@max: 1.515433, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 396, LS: 1.370216, LT: 1.468895, Top1S: 64.787018, Top1T: 63.935093Best acc: 64.787018 Train:epoch: 397, loss@min: 0.962807, loss@max: 1.596913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 397, LS: 1.369716, LT: 1.467598, Top1S: 64.787018, Top1T: 63.935093 Train:epoch: 398, loss@min: 1.032925, loss@max: 1.532459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 398, LS: 1.368640, LT: 1.466632, Top1S: 64.868156, Top1T: 63.935093Best acc: 64.868156 Train:epoch: 399, loss@min: 1.076568, loss@max: 1.561331, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 399, LS: 1.367716, LT: 1.465470, Top1S: 64.868156, Top1T: 63.935093 Train:epoch: 400, loss@min: 1.052479, loss@max: 1.537889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 400, LS: 1.366680, LT: 1.464706, Top1S: 64.868156, Top1T: 63.894524 Train:epoch: 401, loss@min: 1.017789, loss@max: 1.564211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 401, LS: 1.365566, LT: 1.464282, Top1S: 64.908722, Top1T: 63.894524Best acc: 64.908722 Train:epoch: 402, loss@min: 1.019798, loss@max: 1.514605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 402, LS: 1.364281, LT: 1.463577, Top1S: 64.746452, Top1T: 63.894524 Train:epoch: 403, loss@min: 1.008336, loss@max: 1.522197, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 403, LS: 1.363207, LT: 1.462971, Top1S: 64.746452, Top1T: 63.935093 Train:epoch: 404, loss@min: 1.032447, loss@max: 1.527439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 404, LS: 1.362761, LT: 1.462049, Top1S: 64.746452, Top1T: 63.975658 Train:epoch: 405, loss@min: 1.013480, loss@max: 1.553957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 405, LS: 1.361391, LT: 1.461507, Top1S: 64.827583, Top1T: 63.975658 Train:epoch: 406, loss@min: 0.997893, loss@max: 1.544011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 406, LS: 1.358156, LT: 1.461816, Top1S: 64.949287, Top1T: 63.975658Best acc: 64.949287 Train:epoch: 407, loss@min: 0.990711, loss@max: 1.583545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 407, LS: 1.354998, LT: 1.462291, Top1S: 65.030426, Top1T: 63.935093Best acc: 65.030426 Train:epoch: 408, loss@min: 1.012757, loss@max: 1.568022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 408, LS: 1.352635, LT: 1.462409, Top1S: 65.111565, Top1T: 63.975658Best acc: 65.111565 Train:epoch: 409, loss@min: 1.018546, loss@max: 1.580351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 409, LS: 1.350309, LT: 1.462665, Top1S: 65.152130, Top1T: 63.935093Best acc: 65.152130 Train:epoch: 410, loss@min: 1.013012, loss@max: 1.539179, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 410, LS: 1.349430, LT: 1.462552, Top1S: 65.233269, Top1T: 64.097366Best acc: 65.233269 Train:epoch: 411, loss@min: 1.036661, loss@max: 1.502710, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 411, LS: 1.350617, LT: 1.461214, Top1S: 65.152130, Top1T: 64.178497 Train:epoch: 412, loss@min: 0.981059, loss@max: 1.564516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 412, LS: 1.352250, LT: 1.459769, Top1S: 65.233269, Top1T: 64.219070 Train:epoch: 413, loss@min: 1.036044, loss@max: 1.553406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 413, LS: 1.354406, LT: 1.457716, Top1S: 65.354973, Top1T: 64.381340Best acc: 65.354973 Train:epoch: 414, loss@min: 1.012011, loss@max: 1.536258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 414, LS: 1.356946, LT: 1.455551, Top1S: 65.111565, Top1T: 64.381340 Train:epoch: 415, loss@min: 1.043882, loss@max: 1.529257, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 415, LS: 1.358632, LT: 1.453495, Top1S: 65.030426, Top1T: 64.381340 Train:epoch: 416, loss@min: 1.017628, loss@max: 1.542064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 416, LS: 1.359534, LT: 1.452201, Top1S: 64.989861, Top1T: 64.421906 Train:epoch: 417, loss@min: 1.023422, loss@max: 1.540150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 417, LS: 1.358259, LT: 1.451998, Top1S: 65.192696, Top1T: 64.421906 Train:epoch: 418, loss@min: 1.043669, loss@max: 1.507027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 418, LS: 1.355971, LT: 1.452079, Top1S: 65.111565, Top1T: 64.381340 Train:epoch: 419, loss@min: 1.026497, loss@max: 1.536623, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 419, LS: 1.353835, LT: 1.451877, Top1S: 65.070992, Top1T: 64.421906 Train:epoch: 420, loss@min: 0.991789, loss@max: 1.557204, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 420, LS: 1.352579, LT: 1.451575, Top1S: 64.989861, Top1T: 64.503044 Train:epoch: 421, loss@min: 1.092350, loss@max: 1.496007, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 421, LS: 1.351620, LT: 1.450681, Top1S: 64.949287, Top1T: 64.503044 Train:epoch: 422, loss@min: 1.008728, loss@max: 1.560309, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 422, LS: 1.350810, LT: 1.449613, Top1S: 65.030426, Top1T: 64.543610 Train:epoch: 423, loss@min: 1.014730, loss@max: 1.544798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 423, LS: 1.351705, LT: 1.447412, Top1S: 65.070992, Top1T: 64.543610 Train:epoch: 424, loss@min: 1.020713, loss@max: 1.572897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 424, LS: 1.353574, LT: 1.444691, Top1S: 64.989861, Top1T: 64.584175 Train:epoch: 425, loss@min: 1.006724, loss@max: 1.513150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 425, LS: 1.355433, LT: 1.442326, Top1S: 64.868156, Top1T: 64.543610 Train:epoch: 426, loss@min: 0.974913, loss@max: 1.564738, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 426, LS: 1.356434, LT: 1.440305, Top1S: 64.989861, Top1T: 64.584175 Train:epoch: 427, loss@min: 1.015454, loss@max: 1.542086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 427, LS: 1.355738, LT: 1.439104, Top1S: 64.989861, Top1T: 64.503044 Train:epoch: 428, loss@min: 1.001304, loss@max: 1.556367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 428, LS: 1.354809, LT: 1.438039, Top1S: 65.030426, Top1T: 64.503044 Train:epoch: 429, loss@min: 1.017755, loss@max: 1.551767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 429, LS: 1.352562, LT: 1.437925, Top1S: 65.192696, Top1T: 64.421906 Train:epoch: 430, loss@min: 1.056049, loss@max: 1.530208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 430, LS: 1.349959, LT: 1.438004, Top1S: 65.233269, Top1T: 64.381340 Train:epoch: 431, loss@min: 1.015864, loss@max: 1.544850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 431, LS: 1.347184, LT: 1.438513, Top1S: 65.354973, Top1T: 64.421906 Train:epoch: 432, loss@min: 1.021570, loss@max: 1.573948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 432, LS: 1.344898, LT: 1.438878, Top1S: 65.273834, Top1T: 64.503044 Train:epoch: 433, loss@min: 1.032778, loss@max: 1.551145, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 433, LS: 1.343219, LT: 1.438778, Top1S: 65.314400, Top1T: 64.584175 Train:epoch: 434, loss@min: 1.026741, loss@max: 1.483401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 434, LS: 1.341161, LT: 1.438993, Top1S: 65.273834, Top1T: 64.665314 Train:epoch: 435, loss@min: 1.026472, loss@max: 1.510979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 435, LS: 1.338910, LT: 1.439283, Top1S: 65.233269, Top1T: 64.624748 Train:epoch: 436, loss@min: 1.032550, loss@max: 1.570842, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 436, LS: 1.337100, LT: 1.439363, Top1S: 65.354973, Top1T: 64.503044 Train:epoch: 437, loss@min: 1.024498, loss@max: 1.576320, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 437, LS: 1.335869, LT: 1.439390, Top1S: 65.233269, Top1T: 64.462479 Train:epoch: 438, loss@min: 1.033429, loss@max: 1.560227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 438, LS: 1.333817, LT: 1.439844, Top1S: 65.314400, Top1T: 64.503044 Train:epoch: 439, loss@min: 1.044188, loss@max: 1.510183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 439, LS: 1.333094, LT: 1.439952, Top1S: 65.314400, Top1T: 64.705879 Train:epoch: 440, loss@min: 1.015392, loss@max: 1.502237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 440, LS: 1.332281, LT: 1.440136, Top1S: 65.436104, Top1T: 64.665314Best acc: 65.436104 Train:epoch: 441, loss@min: 1.050128, loss@max: 1.540221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 441, LS: 1.331820, LT: 1.439849, Top1S: 65.476677, Top1T: 64.746452Best acc: 65.476677 Train:epoch: 442, loss@min: 1.020611, loss@max: 1.490619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 442, LS: 1.331279, LT: 1.439508, Top1S: 65.476677, Top1T: 64.827583 Train:epoch: 443, loss@min: 0.992830, loss@max: 1.553530, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 443, LS: 1.330352, LT: 1.439211, Top1S: 65.436104, Top1T: 64.787018 Train:epoch: 444, loss@min: 1.032081, loss@max: 1.519439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 444, LS: 1.329753, LT: 1.438495, Top1S: 65.557808, Top1T: 64.868156Best acc: 65.557808 Train:epoch: 445, loss@min: 1.052996, loss@max: 1.514598, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 445, LS: 1.329259, LT: 1.437842, Top1S: 65.517242, Top1T: 64.827583 Train:epoch: 446, loss@min: 1.072764, loss@max: 1.532920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 446, LS: 1.327333, LT: 1.438039, Top1S: 65.760651, Top1T: 64.908722Best acc: 65.760651 Train:epoch: 447, loss@min: 1.003178, loss@max: 1.520485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 447, LS: 1.325844, LT: 1.438447, Top1S: 65.720085, Top1T: 64.868156 Train:epoch: 448, loss@min: 1.021046, loss@max: 1.524829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 448, LS: 1.324997, LT: 1.438307, Top1S: 65.638947, Top1T: 64.868156 Train:epoch: 449, loss@min: 1.013618, loss@max: 1.504861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 449, LS: 1.325464, LT: 1.437284, Top1S: 65.760651, Top1T: 64.787018 Train:epoch: 450, loss@min: 1.009989, loss@max: 1.513750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 450, LS: 1.326042, LT: 1.435975, Top1S: 65.760651, Top1T: 64.827583 Train:epoch: 451, loss@min: 1.018086, loss@max: 1.512462, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 451, LS: 1.327143, LT: 1.434222, Top1S: 65.638947, Top1T: 64.908722 Train:epoch: 452, loss@min: 0.974221, loss@max: 1.544068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 452, LS: 1.328194, LT: 1.432229, Top1S: 65.598381, Top1T: 64.908722 Train:epoch: 453, loss@min: 1.034095, loss@max: 1.496022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 453, LS: 1.329161, LT: 1.430498, Top1S: 65.557808, Top1T: 64.949287 Train:epoch: 454, loss@min: 0.998516, loss@max: 1.543022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 454, LS: 1.329827, LT: 1.428822, Top1S: 65.598381, Top1T: 64.949287 Train:epoch: 455, loss@min: 0.979055, loss@max: 1.596981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 455, LS: 1.330030, LT: 1.427598, Top1S: 65.517242, Top1T: 65.070992 Train:epoch: 456, loss@min: 0.983688, loss@max: 1.544129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 456, LS: 1.329717, LT: 1.426698, Top1S: 65.517242, Top1T: 64.949287 Train:epoch: 457, loss@min: 1.017459, loss@max: 1.512430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 457, LS: 1.329561, LT: 1.425615, Top1S: 65.517242, Top1T: 64.949287 Train:epoch: 458, loss@min: 0.968204, loss@max: 1.583640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 458, LS: 1.329681, LT: 1.424746, Top1S: 65.598381, Top1T: 64.949287 Train:epoch: 459, loss@min: 1.066203, loss@max: 1.499908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 459, LS: 1.329788, LT: 1.423657, Top1S: 65.679512, Top1T: 64.989861 Train:epoch: 460, loss@min: 1.024372, loss@max: 1.515819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 460, LS: 1.330233, LT: 1.422556, Top1S: 65.720085, Top1T: 65.030426 Train:epoch: 461, loss@min: 0.991677, loss@max: 1.522014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 461, LS: 1.330174, LT: 1.421626, Top1S: 65.679512, Top1T: 65.070992 Train:epoch: 462, loss@min: 0.987738, loss@max: 1.553157, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 462, LS: 1.329784, LT: 1.420998, Top1S: 65.720085, Top1T: 64.989861 Train:epoch: 463, loss@min: 1.032051, loss@max: 1.543912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 463, LS: 1.329659, LT: 1.420337, Top1S: 65.720085, Top1T: 64.989861 Train:epoch: 464, loss@min: 1.023871, loss@max: 1.492679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 464, LS: 1.329343, LT: 1.419645, Top1S: 65.720085, Top1T: 65.070992 Train:epoch: 465, loss@min: 0.949216, loss@max: 1.591117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 465, LS: 1.328791, LT: 1.419093, Top1S: 65.720085, Top1T: 65.111565 Train:epoch: 466, loss@min: 1.006937, loss@max: 1.515746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 466, LS: 1.328168, LT: 1.418620, Top1S: 65.720085, Top1T: 65.111565 Train:epoch: 467, loss@min: 1.055300, loss@max: 1.516190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 467, LS: 1.327513, LT: 1.417941, Top1S: 65.638947, Top1T: 65.111565 Train:epoch: 468, loss@min: 1.019057, loss@max: 1.553038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 468, LS: 1.326602, LT: 1.417653, Top1S: 65.638947, Top1T: 65.070992 Train:epoch: 469, loss@min: 1.042218, loss@max: 1.582523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 469, LS: 1.326018, LT: 1.417403, Top1S: 65.598381, Top1T: 65.111565 Train:epoch: 470, loss@min: 1.027921, loss@max: 1.527209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 470, LS: 1.325777, LT: 1.416660, Top1S: 65.598381, Top1T: 65.111565 Train:epoch: 471, loss@min: 1.049116, loss@max: 1.547097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 471, LS: 1.325975, LT: 1.415719, Top1S: 65.557808, Top1T: 65.273834 Train:epoch: 472, loss@min: 1.030099, loss@max: 1.539964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 472, LS: 1.326291, LT: 1.414759, Top1S: 65.557808, Top1T: 65.273834 Train:epoch: 473, loss@min: 1.072733, loss@max: 1.492360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 473, LS: 1.327434, LT: 1.413332, Top1S: 65.517242, Top1T: 65.192696 Train:epoch: 474, loss@min: 1.068313, loss@max: 1.508083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 474, LS: 1.328128, LT: 1.411947, Top1S: 65.517242, Top1T: 65.273834 Train:epoch: 475, loss@min: 1.026665, loss@max: 1.495088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 475, LS: 1.328560, LT: 1.410845, Top1S: 65.517242, Top1T: 65.273834 Train:epoch: 476, loss@min: 0.951347, loss@max: 1.570960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 476, LS: 1.326966, LT: 1.411027, Top1S: 65.557808, Top1T: 65.314400 Train:epoch: 477, loss@min: 1.120163, loss@max: 1.442727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 477, LS: 1.324262, LT: 1.411817, Top1S: 65.476677, Top1T: 65.314400 Train:epoch: 478, loss@min: 0.969409, loss@max: 1.560496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 478, LS: 1.321671, LT: 1.412659, Top1S: 65.557808, Top1T: 65.152130 Train:epoch: 479, loss@min: 1.015582, loss@max: 1.583260, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 479, LS: 1.318438, LT: 1.413713, Top1S: 65.598381, Top1T: 65.030426 Train:epoch: 480, loss@min: 0.920658, loss@max: 1.610989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 480, LS: 1.315113, LT: 1.414743, Top1S: 65.841782, Top1T: 65.030426Best acc: 65.841782 Train:epoch: 481, loss@min: 1.001009, loss@max: 1.543334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 481, LS: 1.312885, LT: 1.414888, Top1S: 65.841782, Top1T: 65.070992 Train:epoch: 482, loss@min: 0.991059, loss@max: 1.552559, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 482, LS: 1.311453, LT: 1.414792, Top1S: 65.801216, Top1T: 65.070992 Train:epoch: 483, loss@min: 1.017308, loss@max: 1.528084, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 483, LS: 1.310398, LT: 1.414521, Top1S: 65.922920, Top1T: 65.152130Best acc: 65.922920 Train:epoch: 484, loss@min: 0.995743, loss@max: 1.527347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 484, LS: 1.310186, LT: 1.413809, Top1S: 65.963486, Top1T: 65.111565Best acc: 65.963486 Train:epoch: 485, loss@min: 1.049503, loss@max: 1.482602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 485, LS: 1.311372, LT: 1.412226, Top1S: 65.963486, Top1T: 65.233269 Train:epoch: 486, loss@min: 1.038433, loss@max: 1.517127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 486, LS: 1.312224, LT: 1.410703, Top1S: 65.922920, Top1T: 65.314400 Train:epoch: 487, loss@min: 1.026519, loss@max: 1.522277, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 487, LS: 1.312667, LT: 1.409205, Top1S: 65.841782, Top1T: 65.476677 Train:epoch: 488, loss@min: 1.040373, loss@max: 1.472819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 488, LS: 1.312954, LT: 1.407849, Top1S: 65.922920, Top1T: 65.476677 Train:epoch: 489, loss@min: 1.010851, loss@max: 1.533373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 489, LS: 1.312756, LT: 1.407005, Top1S: 65.922920, Top1T: 65.517242 Train:epoch: 490, loss@min: 1.053228, loss@max: 1.471705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 490, LS: 1.312423, LT: 1.406314, Top1S: 65.882355, Top1T: 65.557808 Train:epoch: 491, loss@min: 0.969165, loss@max: 1.531432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 491, LS: 1.311908, LT: 1.405698, Top1S: 65.922920, Top1T: 65.517242 Train:epoch: 492, loss@min: 1.014902, loss@max: 1.496480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 492, LS: 1.311311, LT: 1.405101, Top1S: 66.004059, Top1T: 65.638947Best acc: 66.004059 Train:epoch: 493, loss@min: 1.029072, loss@max: 1.518056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 493, LS: 1.310060, LT: 1.404659, Top1S: 66.044624, Top1T: 65.598381Best acc: 66.044624 Train:epoch: 494, loss@min: 1.022009, loss@max: 1.523471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 494, LS: 1.309687, LT: 1.403722, Top1S: 66.044624, Top1T: 65.638947 Train:epoch: 495, loss@min: 1.010500, loss@max: 1.510291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 495, LS: 1.309154, LT: 1.403101, Top1S: 66.044624, Top1T: 65.598381 Train:epoch: 496, loss@min: 0.985798, loss@max: 1.551453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 496, LS: 1.309017, LT: 1.402416, Top1S: 65.841782, Top1T: 65.598381 Train:epoch: 497, loss@min: 0.984005, loss@max: 1.549953, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 497, LS: 1.308963, LT: 1.401710, Top1S: 65.801216, Top1T: 65.557808 Train:epoch: 498, loss@min: 0.996776, loss@max: 1.492581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 498, LS: 1.309222, LT: 1.401085, Top1S: 65.922920, Top1T: 65.476677 Train:epoch: 499, loss@min: 1.051007, loss@max: 1.493454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 499, LS: 1.309588, LT: 1.400535, Top1S: 66.004059, Top1T: 65.517242 Train:epoch: 500, loss@min: 1.004762, loss@max: 1.522640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 500, LS: 1.309988, LT: 1.399969, Top1S: 65.963486, Top1T: 65.476677 Train:epoch: 501, loss@min: 1.012503, loss@max: 1.501780, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 501, LS: 1.310363, LT: 1.399228, Top1S: 66.004059, Top1T: 65.476677 Train:epoch: 502, loss@min: 1.018005, loss@max: 1.543921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 502, LS: 1.310415, LT: 1.398389, Top1S: 65.963486, Top1T: 65.476677 Train:epoch: 503, loss@min: 0.990889, loss@max: 1.534622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 503, LS: 1.310246, LT: 1.397631, Top1S: 65.882355, Top1T: 65.517242 Train:epoch: 504, loss@min: 1.009153, loss@max: 1.487782, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 504, LS: 1.310683, LT: 1.396611, Top1S: 65.882355, Top1T: 65.517242 Train:epoch: 505, loss@min: 0.993510, loss@max: 1.552783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 505, LS: 1.311653, LT: 1.395480, Top1S: 65.841782, Top1T: 65.476677 Train:epoch: 506, loss@min: 1.000488, loss@max: 1.506961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 506, LS: 1.312442, LT: 1.394541, Top1S: 65.801216, Top1T: 65.598381 Train:epoch: 507, loss@min: 1.011101, loss@max: 1.524541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 507, LS: 1.313470, LT: 1.393550, Top1S: 65.882355, Top1T: 65.598381 Train:epoch: 508, loss@min: 0.987944, loss@max: 1.528556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 508, LS: 1.314366, LT: 1.392765, Top1S: 65.882355, Top1T: 65.557808 Train:epoch: 509, loss@min: 0.996735, loss@max: 1.542043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 509, LS: 1.314673, LT: 1.392134, Top1S: 65.963486, Top1T: 65.598381 Train:epoch: 510, loss@min: 0.961214, loss@max: 1.537274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 510, LS: 1.314578, LT: 1.391621, Top1S: 66.004059, Top1T: 65.638947 Train:epoch: 511, loss@min: 1.005202, loss@max: 1.544405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 511, LS: 1.314164, LT: 1.391385, Top1S: 65.963486, Top1T: 65.679512 Train:epoch: 512, loss@min: 0.975019, loss@max: 1.546587, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 512, LS: 1.313525, LT: 1.391233, Top1S: 65.922920, Top1T: 65.720085 Train:epoch: 513, loss@min: 0.995669, loss@max: 1.529223, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 513, LS: 1.312555, LT: 1.391325, Top1S: 66.004059, Top1T: 65.638947 Train:epoch: 514, loss@min: 1.008899, loss@max: 1.477142, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 514, LS: 1.311207, LT: 1.391554, Top1S: 66.085190, Top1T: 65.679512Best acc: 66.085190 Train:epoch: 515, loss@min: 0.964611, loss@max: 1.537338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 515, LS: 1.309790, LT: 1.391796, Top1S: 66.125763, Top1T: 65.720085Best acc: 66.125763 Train:epoch: 516, loss@min: 1.038424, loss@max: 1.546576, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 516, LS: 1.308092, LT: 1.392207, Top1S: 66.166328, Top1T: 65.760651Best acc: 66.166328 Train:epoch: 517, loss@min: 1.018625, loss@max: 1.463805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 517, LS: 1.306607, LT: 1.392477, Top1S: 66.085190, Top1T: 65.720085 Train:epoch: 518, loss@min: 0.994956, loss@max: 1.551362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 518, LS: 1.304841, LT: 1.392951, Top1S: 66.125763, Top1T: 65.679512 Train:epoch: 519, loss@min: 1.003287, loss@max: 1.527033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 519, LS: 1.303327, LT: 1.393166, Top1S: 66.166328, Top1T: 65.598381 Train:epoch: 520, loss@min: 0.996194, loss@max: 1.558148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 520, LS: 1.300776, LT: 1.393964, Top1S: 66.166328, Top1T: 65.557808 Train:epoch: 521, loss@min: 0.993148, loss@max: 1.514174, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 521, LS: 1.297987, LT: 1.394867, Top1S: 66.125763, Top1T: 65.598381 Train:epoch: 522, loss@min: 1.071023, loss@max: 1.458125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 522, LS: 1.296595, LT: 1.394731, Top1S: 66.125763, Top1T: 65.557808 Train:epoch: 523, loss@min: 1.040966, loss@max: 1.489777, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 523, LS: 1.295574, LT: 1.394341, Top1S: 66.166328, Top1T: 65.679512 Train:epoch: 524, loss@min: 1.006583, loss@max: 1.489744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 524, LS: 1.295254, LT: 1.393415, Top1S: 66.125763, Top1T: 65.557808 Train:epoch: 525, loss@min: 1.032936, loss@max: 1.500351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 525, LS: 1.295866, LT: 1.391862, Top1S: 66.206894, Top1T: 65.638947Best acc: 66.206894 Train:epoch: 526, loss@min: 1.040517, loss@max: 1.484164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 526, LS: 1.296865, LT: 1.390053, Top1S: 66.247467, Top1T: 65.679512Best acc: 66.247467 Train:epoch: 527, loss@min: 1.052036, loss@max: 1.450043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 527, LS: 1.298156, LT: 1.388112, Top1S: 66.125763, Top1T: 65.679512 Train:epoch: 528, loss@min: 1.049896, loss@max: 1.475662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 528, LS: 1.299615, LT: 1.385989, Top1S: 66.004059, Top1T: 65.679512 Train:epoch: 529, loss@min: 0.996258, loss@max: 1.497615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 529, LS: 1.301876, LT: 1.383570, Top1S: 66.004059, Top1T: 65.720085 Train:epoch: 530, loss@min: 1.054812, loss@max: 1.485659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 530, LS: 1.303646, LT: 1.381601, Top1S: 66.004059, Top1T: 65.841782 Train:epoch: 531, loss@min: 1.018130, loss@max: 1.487211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 531, LS: 1.304636, LT: 1.380078, Top1S: 66.044624, Top1T: 65.720085 Train:epoch: 532, loss@min: 0.969022, loss@max: 1.516845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 532, LS: 1.304583, LT: 1.379156, Top1S: 66.125763, Top1T: 65.679512 Train:epoch: 533, loss@min: 1.008994, loss@max: 1.479293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 533, LS: 1.304004, LT: 1.378485, Top1S: 66.004059, Top1T: 65.720085 Train:epoch: 534, loss@min: 0.980971, loss@max: 1.550358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 534, LS: 1.302808, LT: 1.378110, Top1S: 66.085190, Top1T: 65.720085 Train:epoch: 535, loss@min: 1.022667, loss@max: 1.499269, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 535, LS: 1.301033, LT: 1.378107, Top1S: 66.044624, Top1T: 65.679512 Train:epoch: 536, loss@min: 1.008182, loss@max: 1.496831, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 536, LS: 1.299006, LT: 1.378385, Top1S: 66.247467, Top1T: 65.679512 Train:epoch: 537, loss@min: 0.963400, loss@max: 1.523730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 537, LS: 1.296806, LT: 1.378603, Top1S: 66.409737, Top1T: 65.679512Best acc: 66.409737 Train:epoch: 538, loss@min: 1.011077, loss@max: 1.523135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 538, LS: 1.294526, LT: 1.378977, Top1S: 66.450302, Top1T: 65.720085Best acc: 66.450302 Train:epoch: 539, loss@min: 0.990629, loss@max: 1.541902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 539, LS: 1.293269, LT: 1.379052, Top1S: 66.531441, Top1T: 65.679512Best acc: 66.531441 Train:epoch: 540, loss@min: 0.995589, loss@max: 1.576134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 540, LS: 1.291751, LT: 1.379378, Top1S: 66.612579, Top1T: 65.638947Best acc: 66.612579 Train:epoch: 541, loss@min: 1.013183, loss@max: 1.490279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 541, LS: 1.290653, LT: 1.379398, Top1S: 66.612579, Top1T: 65.598381 Train:epoch: 542, loss@min: 0.961743, loss@max: 1.570327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 542, LS: 1.289797, LT: 1.379177, Top1S: 66.572006, Top1T: 65.638947 Train:epoch: 543, loss@min: 1.002331, loss@max: 1.491247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 543, LS: 1.289449, LT: 1.378748, Top1S: 66.693710, Top1T: 65.720085Best acc: 66.693710 Train:epoch: 544, loss@min: 0.990834, loss@max: 1.524809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 544, LS: 1.289321, LT: 1.378250, Top1S: 66.693710, Top1T: 65.720085 Train:epoch: 545, loss@min: 0.985623, loss@max: 1.521648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 545, LS: 1.289815, LT: 1.377568, Top1S: 66.693710, Top1T: 65.801216 Train:epoch: 546, loss@min: 1.017841, loss@max: 1.513666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 546, LS: 1.290717, LT: 1.376443, Top1S: 66.774849, Top1T: 65.841782Best acc: 66.774849 Train:epoch: 547, loss@min: 1.009660, loss@max: 1.495293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 547, LS: 1.291626, LT: 1.375303, Top1S: 66.653145, Top1T: 65.882355 Train:epoch: 548, loss@min: 0.997969, loss@max: 1.541092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 548, LS: 1.292183, LT: 1.374694, Top1S: 66.531441, Top1T: 65.922920 Train:epoch: 549, loss@min: 1.010905, loss@max: 1.548118, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 549, LS: 1.292039, LT: 1.374352, Top1S: 66.490875, Top1T: 65.922920 Train:epoch: 550, loss@min: 1.024429, loss@max: 1.485909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 550, LS: 1.293071, LT: 1.373384, Top1S: 66.490875, Top1T: 65.963486 Train:epoch: 551, loss@min: 0.999653, loss@max: 1.498642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 551, LS: 1.293628, LT: 1.372586, Top1S: 66.450302, Top1T: 65.963486 Train:epoch: 552, loss@min: 1.020781, loss@max: 1.452062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 552, LS: 1.293813, LT: 1.372045, Top1S: 66.409737, Top1T: 66.044624 Train:epoch: 553, loss@min: 0.955301, loss@max: 1.538901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 553, LS: 1.293457, LT: 1.371898, Top1S: 66.369171, Top1T: 66.044624 Train:epoch: 554, loss@min: 1.005973, loss@max: 1.470012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 554, LS: 1.292891, LT: 1.372087, Top1S: 66.369171, Top1T: 66.004059 Train:epoch: 555, loss@min: 0.971238, loss@max: 1.546448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 555, LS: 1.292275, LT: 1.372211, Top1S: 66.450302, Top1T: 65.882355 Train:epoch: 556, loss@min: 0.985228, loss@max: 1.504162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 556, LS: 1.291147, LT: 1.372626, Top1S: 66.369171, Top1T: 65.841782 Train:epoch: 557, loss@min: 0.988889, loss@max: 1.539318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 557, LS: 1.289847, LT: 1.373137, Top1S: 66.369171, Top1T: 65.720085 Train:epoch: 558, loss@min: 1.013998, loss@max: 1.515255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 558, LS: 1.288927, LT: 1.373264, Top1S: 66.328598, Top1T: 65.801216 Train:epoch: 559, loss@min: 1.017401, loss@max: 1.519141, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 559, LS: 1.287568, LT: 1.373579, Top1S: 66.247467, Top1T: 65.801216 Train:epoch: 560, loss@min: 1.021230, loss@max: 1.527599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 560, LS: 1.286427, LT: 1.373694, Top1S: 66.247467, Top1T: 65.760651 Train:epoch: 561, loss@min: 1.031631, loss@max: 1.476308, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 561, LS: 1.285370, LT: 1.373800, Top1S: 66.328598, Top1T: 65.760651 Train:epoch: 562, loss@min: 1.030977, loss@max: 1.478855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 562, LS: 1.284621, LT: 1.373738, Top1S: 66.409737, Top1T: 65.801216 Train:epoch: 563, loss@min: 1.037793, loss@max: 1.486721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 563, LS: 1.284256, LT: 1.373283, Top1S: 66.450302, Top1T: 65.801216 Train:epoch: 564, loss@min: 1.078763, loss@max: 1.463340, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 564, LS: 1.283860, LT: 1.372720, Top1S: 66.572006, Top1T: 65.720085 Train:epoch: 565, loss@min: 0.988483, loss@max: 1.564636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 565, LS: 1.282014, LT: 1.372931, Top1S: 66.490875, Top1T: 65.760651 Train:epoch: 566, loss@min: 1.071915, loss@max: 1.449910, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 566, LS: 1.280314, LT: 1.373023, Top1S: 66.369171, Top1T: 65.760651 Train:epoch: 567, loss@min: 1.004855, loss@max: 1.548413, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 567, LS: 1.278961, LT: 1.372734, Top1S: 66.490875, Top1T: 65.760651 Train:epoch: 568, loss@min: 1.063106, loss@max: 1.448335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 568, LS: 1.278024, LT: 1.372114, Top1S: 66.531441, Top1T: 65.882355 Train:epoch: 569, loss@min: 1.040629, loss@max: 1.454630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 569, LS: 1.277593, LT: 1.371163, Top1S: 66.612579, Top1T: 65.963486 Train:epoch: 570, loss@min: 0.994806, loss@max: 1.525716, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 570, LS: 1.277930, LT: 1.370075, Top1S: 66.653145, Top1T: 66.004059 Train:epoch: 571, loss@min: 1.049505, loss@max: 1.508547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 571, LS: 1.278275, LT: 1.368904, Top1S: 66.572006, Top1T: 66.085190 Train:epoch: 572, loss@min: 1.030904, loss@max: 1.493939, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 572, LS: 1.278546, LT: 1.367961, Top1S: 66.531441, Top1T: 66.166328 Train:epoch: 573, loss@min: 1.002946, loss@max: 1.485185, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 573, LS: 1.279328, LT: 1.366694, Top1S: 66.450302, Top1T: 66.004059 Train:epoch: 574, loss@min: 0.993007, loss@max: 1.543389, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 574, LS: 1.279973, LT: 1.365555, Top1S: 66.572006, Top1T: 65.963486 Train:epoch: 575, loss@min: 0.980278, loss@max: 1.528035, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 575, LS: 1.280299, LT: 1.364585, Top1S: 66.653145, Top1T: 65.963486 Train:epoch: 576, loss@min: 0.992860, loss@max: 1.512544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 576, LS: 1.280596, LT: 1.363787, Top1S: 66.734283, Top1T: 66.085190 Train:epoch: 577, loss@min: 0.996551, loss@max: 1.536557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 577, LS: 1.280914, LT: 1.363136, Top1S: 66.734283, Top1T: 66.085190 Train:epoch: 578, loss@min: 0.980084, loss@max: 1.537043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 578, LS: 1.280945, LT: 1.362604, Top1S: 66.734283, Top1T: 66.166328 Train:epoch: 579, loss@min: 1.000572, loss@max: 1.532045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 579, LS: 1.281625, LT: 1.361792, Top1S: 66.815414, Top1T: 66.206894Best acc: 66.815414 Train:epoch: 580, loss@min: 0.977173, loss@max: 1.527335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 580, LS: 1.281927, LT: 1.361220, Top1S: 66.774849, Top1T: 66.166328 Train:epoch: 581, loss@min: 0.992880, loss@max: 1.496726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 581, LS: 1.281872, LT: 1.360943, Top1S: 66.774849, Top1T: 66.125763 Train:epoch: 582, loss@min: 0.988710, loss@max: 1.530308, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 582, LS: 1.281664, LT: 1.360725, Top1S: 66.774849, Top1T: 66.085190 Train:epoch: 583, loss@min: 0.955855, loss@max: 1.582345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 583, LS: 1.280793, LT: 1.360916, Top1S: 66.693710, Top1T: 65.963486 Train:epoch: 584, loss@min: 0.981942, loss@max: 1.522447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 584, LS: 1.281104, LT: 1.360515, Top1S: 66.653145, Top1T: 66.044624 Train:epoch: 585, loss@min: 0.978094, loss@max: 1.514900, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 585, LS: 1.281075, LT: 1.360188, Top1S: 66.531441, Top1T: 66.044624 Train:epoch: 586, loss@min: 0.980930, loss@max: 1.558873, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 586, LS: 1.280447, LT: 1.360022, Top1S: 66.531441, Top1T: 66.044624 Train:epoch: 587, loss@min: 1.028776, loss@max: 1.473141, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 587, LS: 1.279681, LT: 1.359953, Top1S: 66.653145, Top1T: 66.044624 Train:epoch: 588, loss@min: 1.003686, loss@max: 1.530380, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 588, LS: 1.278607, LT: 1.360077, Top1S: 66.653145, Top1T: 66.166328 Train:epoch: 589, loss@min: 0.991486, loss@max: 1.485888, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 589, LS: 1.277426, LT: 1.360475, Top1S: 66.734283, Top1T: 66.125763 Train:epoch: 590, loss@min: 1.030339, loss@max: 1.513668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 590, LS: 1.275967, LT: 1.361147, Top1S: 66.734283, Top1T: 66.085190 Train:epoch: 591, loss@min: 1.032729, loss@max: 1.511249, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 591, LS: 1.274547, LT: 1.361730, Top1S: 66.815414, Top1T: 66.085190 Train:epoch: 592, loss@min: 0.984256, loss@max: 1.514524, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 592, LS: 1.273649, LT: 1.361974, Top1S: 66.815414, Top1T: 66.044624 Train:epoch: 593, loss@min: 0.994017, loss@max: 1.518316, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 593, LS: 1.272675, LT: 1.362344, Top1S: 66.734283, Top1T: 66.004059 Train:epoch: 594, loss@min: 1.054112, loss@max: 1.436375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 594, LS: 1.271497, LT: 1.362800, Top1S: 66.774849, Top1T: 66.004059 Train:epoch: 595, loss@min: 1.036371, loss@max: 1.488115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 595, LS: 1.270030, LT: 1.363537, Top1S: 66.855988, Top1T: 66.004059Best acc: 66.855988 Train:epoch: 596, loss@min: 0.983237, loss@max: 1.508958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 596, LS: 1.267967, LT: 1.364531, Top1S: 66.977692, Top1T: 65.963486Best acc: 66.977692 Train:epoch: 597, loss@min: 1.018119, loss@max: 1.475522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 597, LS: 1.266148, LT: 1.365347, Top1S: 67.018257, Top1T: 66.044624Best acc: 67.018257 Train:epoch: 598, loss@min: 0.976101, loss@max: 1.503662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 598, LS: 1.264676, LT: 1.365922, Top1S: 66.977692, Top1T: 66.085190 Train:epoch: 599, loss@min: 0.992992, loss@max: 1.507156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 599, LS: 1.263607, LT: 1.366078, Top1S: 67.018257, Top1T: 66.085190 Train:epoch: 600, loss@min: 0.941242, loss@max: 1.548766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 600, LS: 1.262992, LT: 1.365939, Top1S: 66.977692, Top1T: 66.125763 Train:epoch: 601, loss@min: 1.011745, loss@max: 1.488757, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 601, LS: 1.262478, LT: 1.365645, Top1S: 66.896553, Top1T: 66.125763 Train:epoch: 602, loss@min: 1.008732, loss@max: 1.496746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 602, LS: 1.262760, LT: 1.364992, Top1S: 66.896553, Top1T: 66.125763 Train:epoch: 603, loss@min: 0.991032, loss@max: 1.505582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 603, LS: 1.262780, LT: 1.364372, Top1S: 66.896553, Top1T: 66.085190 Train:epoch: 604, loss@min: 1.011096, loss@max: 1.488326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 604, LS: 1.263180, LT: 1.363478, Top1S: 66.855988, Top1T: 66.085190 Train:epoch: 605, loss@min: 0.979125, loss@max: 1.557662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 605, LS: 1.263331, LT: 1.362686, Top1S: 66.815414, Top1T: 66.166328 Train:epoch: 606, loss@min: 0.977120, loss@max: 1.529344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 606, LS: 1.263790, LT: 1.361657, Top1S: 66.774849, Top1T: 66.206894 Train:epoch: 607, loss@min: 1.001557, loss@max: 1.493069, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 607, LS: 1.264174, LT: 1.360570, Top1S: 66.815414, Top1T: 66.288033 Train:epoch: 608, loss@min: 0.980040, loss@max: 1.507557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 608, LS: 1.264553, LT: 1.359518, Top1S: 66.855988, Top1T: 66.409737 Train:epoch: 609, loss@min: 0.999419, loss@max: 1.515317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 609, LS: 1.264822, LT: 1.358518, Top1S: 66.815414, Top1T: 66.409737 Train:epoch: 610, loss@min: 0.979141, loss@max: 1.511927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 610, LS: 1.264804, LT: 1.357756, Top1S: 66.734283, Top1T: 66.450302 Train:epoch: 611, loss@min: 1.014348, loss@max: 1.472493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 611, LS: 1.264933, LT: 1.356994, Top1S: 66.693710, Top1T: 66.450302 Train:epoch: 612, loss@min: 1.012723, loss@max: 1.489520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 612, LS: 1.265188, LT: 1.356239, Top1S: 66.653145, Top1T: 66.450302 Train:epoch: 613, loss@min: 1.033895, loss@max: 1.471741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 613, LS: 1.265491, LT: 1.355492, Top1S: 66.734283, Top1T: 66.409737 Train:epoch: 614, loss@min: 1.015408, loss@max: 1.473398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 614, LS: 1.265622, LT: 1.354730, Top1S: 66.734283, Top1T: 66.409737 Train:epoch: 615, loss@min: 0.953875, loss@max: 1.511271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 615, LS: 1.265791, LT: 1.354205, Top1S: 66.815414, Top1T: 66.369171 Train:epoch: 616, loss@min: 0.998346, loss@max: 1.511744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 616, LS: 1.266661, LT: 1.353259, Top1S: 66.693710, Top1T: 66.328598 Train:epoch: 617, loss@min: 1.038773, loss@max: 1.493018, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 617, LS: 1.267434, LT: 1.352368, Top1S: 66.734283, Top1T: 66.369171 Train:epoch: 618, loss@min: 0.996913, loss@max: 1.529091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 618, LS: 1.268302, LT: 1.351559, Top1S: 66.855988, Top1T: 66.288033 Train:epoch: 619, loss@min: 0.992961, loss@max: 1.473094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 619, LS: 1.268699, LT: 1.351111, Top1S: 66.774849, Top1T: 66.328598 Train:epoch: 620, loss@min: 0.999354, loss@max: 1.504987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 620, LS: 1.268766, LT: 1.350888, Top1S: 66.734283, Top1T: 66.288033 Train:epoch: 621, loss@min: 0.994756, loss@max: 1.474451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 621, LS: 1.268416, LT: 1.350948, Top1S: 66.774849, Top1T: 66.247467 Train:epoch: 622, loss@min: 1.048106, loss@max: 1.485203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 622, LS: 1.268223, LT: 1.350970, Top1S: 66.774849, Top1T: 66.247467 Train:epoch: 623, loss@min: 0.989452, loss@max: 1.504942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 623, LS: 1.267939, LT: 1.350987, Top1S: 66.855988, Top1T: 66.288033 Train:epoch: 624, loss@min: 0.997907, loss@max: 1.462617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 624, LS: 1.267757, LT: 1.350883, Top1S: 66.937119, Top1T: 66.288033 Train:epoch: 625, loss@min: 1.000085, loss@max: 1.503098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 625, LS: 1.267630, LT: 1.350753, Top1S: 66.977692, Top1T: 66.328598 Train:epoch: 626, loss@min: 0.969074, loss@max: 1.523660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 626, LS: 1.267235, LT: 1.350742, Top1S: 67.018257, Top1T: 66.369171 Train:epoch: 627, loss@min: 1.019265, loss@max: 1.497872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 627, LS: 1.266841, LT: 1.350863, Top1S: 66.977692, Top1T: 66.328598 Train:epoch: 628, loss@min: 1.009967, loss@max: 1.533452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 628, LS: 1.266243, LT: 1.351059, Top1S: 66.815414, Top1T: 66.288033 Train:epoch: 629, loss@min: 1.006730, loss@max: 1.484336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 629, LS: 1.265381, LT: 1.351309, Top1S: 66.815414, Top1T: 66.247467 Train:epoch: 630, loss@min: 1.023781, loss@max: 1.497224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 630, LS: 1.264718, LT: 1.351550, Top1S: 66.815414, Top1T: 66.288033 Train:epoch: 631, loss@min: 0.991399, loss@max: 1.512984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 631, LS: 1.264119, LT: 1.351603, Top1S: 66.815414, Top1T: 66.288033 Train:epoch: 632, loss@min: 0.982217, loss@max: 1.527871, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 632, LS: 1.263086, LT: 1.351740, Top1S: 66.896553, Top1T: 66.328598 Train:epoch: 633, loss@min: 1.003299, loss@max: 1.488098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 633, LS: 1.262031, LT: 1.351810, Top1S: 66.896553, Top1T: 66.328598 Train:epoch: 634, loss@min: 1.005250, loss@max: 1.512778, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 634, LS: 1.261464, LT: 1.351669, Top1S: 66.937119, Top1T: 66.369171 Train:epoch: 635, loss@min: 0.987920, loss@max: 1.479523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 635, LS: 1.261202, LT: 1.351426, Top1S: 66.937119, Top1T: 66.369171 Train:epoch: 636, loss@min: 1.049815, loss@max: 1.433694, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 636, LS: 1.260789, LT: 1.351326, Top1S: 66.977692, Top1T: 66.409737 Train:epoch: 637, loss@min: 1.007691, loss@max: 1.496372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 637, LS: 1.260518, LT: 1.351152, Top1S: 66.977692, Top1T: 66.409737 Train:epoch: 638, loss@min: 0.977433, loss@max: 1.518657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 638, LS: 1.260309, LT: 1.350997, Top1S: 66.977692, Top1T: 66.409737 Train:epoch: 639, loss@min: 1.036360, loss@max: 1.475211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 639, LS: 1.260382, LT: 1.350596, Top1S: 66.937119, Top1T: 66.450302 Train:epoch: 640, loss@min: 0.977748, loss@max: 1.484780, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 640, LS: 1.260322, LT: 1.350141, Top1S: 67.018257, Top1T: 66.409737 Train:epoch: 641, loss@min: 0.975252, loss@max: 1.508537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 641, LS: 1.260318, LT: 1.349602, Top1S: 67.018257, Top1T: 66.409737 Train:epoch: 642, loss@min: 0.957769, loss@max: 1.530664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 642, LS: 1.260490, LT: 1.348932, Top1S: 67.099388, Top1T: 66.328598Best acc: 67.099388 Train:epoch: 643, loss@min: 0.959452, loss@max: 1.549861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 643, LS: 1.259939, LT: 1.348660, Top1S: 67.139961, Top1T: 66.369171Best acc: 67.139961 Train:epoch: 644, loss@min: 1.039431, loss@max: 1.509323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 644, LS: 1.258986, LT: 1.348831, Top1S: 67.139961, Top1T: 66.409737 Train:epoch: 645, loss@min: 1.012373, loss@max: 1.477795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 645, LS: 1.258031, LT: 1.348967, Top1S: 67.302231, Top1T: 66.409737Best acc: 67.302231 Train:epoch: 646, loss@min: 0.969218, loss@max: 1.520113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 646, LS: 1.257152, LT: 1.349083, Top1S: 67.261665, Top1T: 66.409737 Train:epoch: 647, loss@min: 0.993882, loss@max: 1.504497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 647, LS: 1.256666, LT: 1.349031, Top1S: 67.261665, Top1T: 66.450302 Train:epoch: 648, loss@min: 1.004882, loss@max: 1.538239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 648, LS: 1.256379, LT: 1.348891, Top1S: 67.261665, Top1T: 66.450302 Train:epoch: 649, loss@min: 0.987629, loss@max: 1.519602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 649, LS: 1.256135, LT: 1.348647, Top1S: 67.180527, Top1T: 66.450302 Train:epoch: 650, loss@min: 0.985208, loss@max: 1.487508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 650, LS: 1.256122, LT: 1.348280, Top1S: 67.099388, Top1T: 66.450302 Train:epoch: 651, loss@min: 1.008497, loss@max: 1.465248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 651, LS: 1.256021, LT: 1.348105, Top1S: 67.099388, Top1T: 66.450302 Train:epoch: 652, loss@min: 1.016640, loss@max: 1.486653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 652, LS: 1.256517, LT: 1.347525, Top1S: 67.058823, Top1T: 66.409737 Train:epoch: 653, loss@min: 0.978741, loss@max: 1.498757, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 653, LS: 1.256845, LT: 1.347132, Top1S: 67.139961, Top1T: 66.490875 Train:epoch: 654, loss@min: 0.990160, loss@max: 1.521318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 654, LS: 1.257021, LT: 1.346684, Top1S: 67.099388, Top1T: 66.612579 Train:epoch: 655, loss@min: 0.970167, loss@max: 1.511792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 655, LS: 1.257219, LT: 1.346230, Top1S: 67.139961, Top1T: 66.612579 Train:epoch: 656, loss@min: 0.973021, loss@max: 1.509468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 656, LS: 1.257079, LT: 1.346021, Top1S: 67.099388, Top1T: 66.572006 Train:epoch: 657, loss@min: 1.044408, loss@max: 1.465341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 657, LS: 1.256490, LT: 1.345966, Top1S: 67.099388, Top1T: 66.612579 Train:epoch: 658, loss@min: 0.995559, loss@max: 1.512473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 658, LS: 1.256058, LT: 1.345842, Top1S: 67.139961, Top1T: 66.612579 Train:epoch: 659, loss@min: 0.997264, loss@max: 1.471005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 659, LS: 1.255420, LT: 1.345771, Top1S: 67.180527, Top1T: 66.612579 Train:epoch: 660, loss@min: 1.013242, loss@max: 1.472396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 660, LS: 1.254913, LT: 1.345660, Top1S: 67.139961, Top1T: 66.653145 Train:epoch: 661, loss@min: 1.044730, loss@max: 1.471256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 661, LS: 1.254346, LT: 1.345536, Top1S: 67.180527, Top1T: 66.653145 Train:epoch: 662, loss@min: 0.993662, loss@max: 1.513802, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 662, LS: 1.253826, LT: 1.345455, Top1S: 67.180527, Top1T: 66.653145 Train:epoch: 663, loss@min: 1.016343, loss@max: 1.502672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 663, LS: 1.253524, LT: 1.345220, Top1S: 67.261665, Top1T: 66.612579 Train:epoch: 664, loss@min: 1.021924, loss@max: 1.468351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 664, LS: 1.253608, LT: 1.344933, Top1S: 67.180527, Top1T: 66.612579 Train:epoch: 665, loss@min: 0.983335, loss@max: 1.514381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 665, LS: 1.253545, LT: 1.344862, Top1S: 67.058823, Top1T: 66.612579 Train:epoch: 666, loss@min: 1.005025, loss@max: 1.506411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 666, LS: 1.253777, LT: 1.344499, Top1S: 67.099388, Top1T: 66.612579 Train:epoch: 667, loss@min: 0.974453, loss@max: 1.532212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 667, LS: 1.252939, LT: 1.344778, Top1S: 67.139961, Top1T: 66.572006 Train:epoch: 668, loss@min: 1.000694, loss@max: 1.509904, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 668, LS: 1.252109, LT: 1.345126, Top1S: 67.058823, Top1T: 66.531441 Train:epoch: 669, loss@min: 1.035953, loss@max: 1.457739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 669, LS: 1.251723, LT: 1.345252, Top1S: 67.058823, Top1T: 66.531441 Train:epoch: 670, loss@min: 1.018980, loss@max: 1.466996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 670, LS: 1.251573, LT: 1.345196, Top1S: 67.099388, Top1T: 66.531441 Train:epoch: 671, loss@min: 1.034976, loss@max: 1.467627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 671, LS: 1.251509, LT: 1.345078, Top1S: 67.099388, Top1T: 66.572006 Train:epoch: 672, loss@min: 1.021834, loss@max: 1.476347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 672, LS: 1.251718, LT: 1.344809, Top1S: 67.058823, Top1T: 66.572006 Train:epoch: 673, loss@min: 1.012589, loss@max: 1.503144, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 673, LS: 1.252141, LT: 1.344389, Top1S: 67.018257, Top1T: 66.531441 Train:epoch: 674, loss@min: 1.028184, loss@max: 1.468889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 674, LS: 1.252328, LT: 1.343971, Top1S: 66.937119, Top1T: 66.531441 Train:epoch: 675, loss@min: 0.986590, loss@max: 1.526764, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 675, LS: 1.252514, LT: 1.343470, Top1S: 66.896553, Top1T: 66.572006 Train:epoch: 676, loss@min: 1.011654, loss@max: 1.459760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 676, LS: 1.253090, LT: 1.342660, Top1S: 66.896553, Top1T: 66.612579 Train:epoch: 677, loss@min: 0.938004, loss@max: 1.553627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 677, LS: 1.253516, LT: 1.341943, Top1S: 66.896553, Top1T: 66.653145 Train:epoch: 678, loss@min: 0.985446, loss@max: 1.511011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 678, LS: 1.254021, LT: 1.341074, Top1S: 66.774849, Top1T: 66.653145 Train:epoch: 679, loss@min: 1.010538, loss@max: 1.470642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 679, LS: 1.254540, LT: 1.340153, Top1S: 66.774849, Top1T: 66.693710 Train:epoch: 680, loss@min: 1.029752, loss@max: 1.457919, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 680, LS: 1.254963, LT: 1.339315, Top1S: 66.774849, Top1T: 66.774849 Train:epoch: 681, loss@min: 0.979316, loss@max: 1.547070, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 681, LS: 1.255356, LT: 1.338505, Top1S: 66.774849, Top1T: 66.815414 Train:epoch: 682, loss@min: 1.021936, loss@max: 1.488307, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 682, LS: 1.255498, LT: 1.337794, Top1S: 66.896553, Top1T: 66.896553 Train:epoch: 683, loss@min: 1.011603, loss@max: 1.496805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 683, LS: 1.255224, LT: 1.337369, Top1S: 66.937119, Top1T: 66.896553 Train:epoch: 684, loss@min: 1.048484, loss@max: 1.458914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 684, LS: 1.254686, LT: 1.337177, Top1S: 66.977692, Top1T: 66.855988 Train:epoch: 685, loss@min: 1.054217, loss@max: 1.462479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 685, LS: 1.254014, LT: 1.337068, Top1S: 66.937119, Top1T: 66.855988 Train:epoch: 686, loss@min: 1.007729, loss@max: 1.480695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 686, LS: 1.253342, LT: 1.337056, Top1S: 67.018257, Top1T: 66.774849 Train:epoch: 687, loss@min: 0.997091, loss@max: 1.486610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 687, LS: 1.252776, LT: 1.337183, Top1S: 67.099388, Top1T: 66.734283 Train:epoch: 688, loss@min: 1.007684, loss@max: 1.466957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 688, LS: 1.252185, LT: 1.337274, Top1S: 67.099388, Top1T: 66.734283 Train:epoch: 689, loss@min: 1.000403, loss@max: 1.516539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 689, LS: 1.251584, LT: 1.337394, Top1S: 67.180527, Top1T: 66.653145 Train:epoch: 690, loss@min: 1.011424, loss@max: 1.480549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 690, LS: 1.250995, LT: 1.337581, Top1S: 67.180527, Top1T: 66.693710 Train:epoch: 691, loss@min: 0.956127, loss@max: 1.528427, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 691, LS: 1.250295, LT: 1.337802, Top1S: 67.018257, Top1T: 66.653145 Train:epoch: 692, loss@min: 0.975304, loss@max: 1.492454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 692, LS: 1.249644, LT: 1.337946, Top1S: 67.058823, Top1T: 66.653145 Train:epoch: 693, loss@min: 0.990718, loss@max: 1.491599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 693, LS: 1.248957, LT: 1.338183, Top1S: 67.058823, Top1T: 66.612579 Train:epoch: 694, loss@min: 1.000957, loss@max: 1.486981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 694, LS: 1.248329, LT: 1.338263, Top1S: 67.099388, Top1T: 66.490875 Train:epoch: 695, loss@min: 1.015462, loss@max: 1.481165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 695, LS: 1.247842, LT: 1.338236, Top1S: 67.139961, Top1T: 66.490875 Train:epoch: 696, loss@min: 0.972937, loss@max: 1.517927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 696, LS: 1.247584, LT: 1.338022, Top1S: 67.180527, Top1T: 66.531441 Train:epoch: 697, loss@min: 1.064284, loss@max: 1.430928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 697, LS: 1.247353, LT: 1.337733, Top1S: 67.221092, Top1T: 66.531441 Train:epoch: 698, loss@min: 0.944043, loss@max: 1.552646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 698, LS: 1.247215, LT: 1.337351, Top1S: 67.180527, Top1T: 66.490875 Train:epoch: 699, loss@min: 1.036712, loss@max: 1.485502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 699, LS: 1.247240, LT: 1.336888, Top1S: 67.221092, Top1T: 66.531441 Train:epoch: 700, loss@min: 0.980296, loss@max: 1.493024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 700, LS: 1.247201, LT: 1.336486, Top1S: 67.139961, Top1T: 66.612579 Train:epoch: 701, loss@min: 1.000373, loss@max: 1.495976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 701, LS: 1.247281, LT: 1.336056, Top1S: 67.139961, Top1T: 66.693710 Train:epoch: 702, loss@min: 1.006518, loss@max: 1.504748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 702, LS: 1.247394, LT: 1.335688, Top1S: 67.058823, Top1T: 66.653145 Train:epoch: 703, loss@min: 0.992838, loss@max: 1.489286, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 703, LS: 1.247755, LT: 1.335254, Top1S: 67.018257, Top1T: 66.653145 Train:epoch: 704, loss@min: 1.042216, loss@max: 1.457411, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 704, LS: 1.248676, LT: 1.334403, Top1S: 66.937119, Top1T: 66.653145 Train:epoch: 705, loss@min: 0.992090, loss@max: 1.488094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 705, LS: 1.249499, LT: 1.333599, Top1S: 66.977692, Top1T: 66.612579 Train:epoch: 706, loss@min: 0.985975, loss@max: 1.500934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 706, LS: 1.249960, LT: 1.333056, Top1S: 67.018257, Top1T: 66.693710 Train:epoch: 707, loss@min: 1.046760, loss@max: 1.460119, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 707, LS: 1.250175, LT: 1.332634, Top1S: 67.058823, Top1T: 66.653145 Train:epoch: 708, loss@min: 1.008525, loss@max: 1.502788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 708, LS: 1.250082, LT: 1.332460, Top1S: 67.018257, Top1T: 66.653145 Train:epoch: 709, loss@min: 0.985691, loss@max: 1.492457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 709, LS: 1.249793, LT: 1.332465, Top1S: 66.977692, Top1T: 66.572006 Train:epoch: 710, loss@min: 0.959762, loss@max: 1.527852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 710, LS: 1.249315, LT: 1.332556, Top1S: 66.977692, Top1T: 66.612579 Train:epoch: 711, loss@min: 0.973482, loss@max: 1.514749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 711, LS: 1.248578, LT: 1.332881, Top1S: 67.018257, Top1T: 66.612579 Train:epoch: 712, loss@min: 0.981329, loss@max: 1.546882, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 712, LS: 1.247870, LT: 1.333107, Top1S: 67.099388, Top1T: 66.653145 Train:epoch: 713, loss@min: 1.006764, loss@max: 1.500660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 713, LS: 1.246890, LT: 1.333556, Top1S: 67.139961, Top1T: 66.612579 Train:epoch: 714, loss@min: 1.017233, loss@max: 1.464278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 714, LS: 1.245733, LT: 1.334101, Top1S: 67.221092, Top1T: 66.612579 Train:epoch: 715, loss@min: 0.969280, loss@max: 1.510456, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 715, LS: 1.244631, LT: 1.334568, Top1S: 67.221092, Top1T: 66.612579 Train:epoch: 716, loss@min: 0.949782, loss@max: 1.531177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 716, LS: 1.243525, LT: 1.335144, Top1S: 67.261665, Top1T: 66.531441 Train:epoch: 717, loss@min: 1.021291, loss@max: 1.538770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 717, LS: 1.242288, LT: 1.335821, Top1S: 67.261665, Top1T: 66.531441 Train:epoch: 718, loss@min: 0.979918, loss@max: 1.505110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 718, LS: 1.241352, LT: 1.336249, Top1S: 67.302231, Top1T: 66.531441 Train:epoch: 719, loss@min: 0.973442, loss@max: 1.478357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 719, LS: 1.240460, LT: 1.336604, Top1S: 67.302231, Top1T: 66.490875 Train:epoch: 720, loss@min: 0.940683, loss@max: 1.559154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 720, LS: 1.239568, LT: 1.337036, Top1S: 67.261665, Top1T: 66.450302 Train:epoch: 721, loss@min: 0.965636, loss@max: 1.540942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 721, LS: 1.238751, LT: 1.337404, Top1S: 67.302231, Top1T: 66.490875 Train:epoch: 722, loss@min: 1.025330, loss@max: 1.460597, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 722, LS: 1.237962, LT: 1.337809, Top1S: 67.261665, Top1T: 66.490875 Train:epoch: 723, loss@min: 0.995226, loss@max: 1.494917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 723, LS: 1.237396, LT: 1.338082, Top1S: 67.261665, Top1T: 66.490875 Train:epoch: 724, loss@min: 1.064924, loss@max: 1.474961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 724, LS: 1.237021, LT: 1.338163, Top1S: 67.261665, Top1T: 66.490875 Train:epoch: 725, loss@min: 0.987651, loss@max: 1.509705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 725, LS: 1.236812, LT: 1.338200, Top1S: 67.302231, Top1T: 66.490875 Train:epoch: 726, loss@min: 0.998165, loss@max: 1.508657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 726, LS: 1.236785, LT: 1.338118, Top1S: 67.342796, Top1T: 66.531441Best acc: 67.342796 Train:epoch: 727, loss@min: 0.974139, loss@max: 1.526646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 727, LS: 1.236701, LT: 1.338017, Top1S: 67.383369, Top1T: 66.531441Best acc: 67.383369 Train:epoch: 728, loss@min: 0.990799, loss@max: 1.498549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 728, LS: 1.236735, LT: 1.337894, Top1S: 67.423935, Top1T: 66.531441Best acc: 67.423935 Train:epoch: 729, loss@min: 0.982350, loss@max: 1.493111, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 729, LS: 1.236810, LT: 1.337683, Top1S: 67.423935, Top1T: 66.572006 Train:epoch: 730, loss@min: 0.987173, loss@max: 1.456617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 730, LS: 1.237058, LT: 1.337409, Top1S: 67.423935, Top1T: 66.572006 Train:epoch: 731, loss@min: 1.002322, loss@max: 1.494260, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 731, LS: 1.237268, LT: 1.337203, Top1S: 67.423935, Top1T: 66.612579 Train:epoch: 732, loss@min: 1.002741, loss@max: 1.482347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 732, LS: 1.237568, LT: 1.336907, Top1S: 67.464500, Top1T: 66.653145Best acc: 67.464500 Train:epoch: 733, loss@min: 1.024975, loss@max: 1.468689, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 733, LS: 1.237671, LT: 1.336700, Top1S: 67.423935, Top1T: 66.653145 Train:epoch: 734, loss@min: 0.983595, loss@max: 1.465879, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 734, LS: 1.237709, LT: 1.336526, Top1S: 67.423935, Top1T: 66.653145 Train:epoch: 735, loss@min: 0.971955, loss@max: 1.530760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 735, LS: 1.237539, LT: 1.336425, Top1S: 67.464500, Top1T: 66.693710 Train:epoch: 736, loss@min: 1.033142, loss@max: 1.458633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 736, LS: 1.237602, LT: 1.336179, Top1S: 67.505074, Top1T: 66.734283Best acc: 67.505074 Train:epoch: 737, loss@min: 1.006053, loss@max: 1.430604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 737, LS: 1.237808, LT: 1.335873, Top1S: 67.505074, Top1T: 66.734283 Train:epoch: 738, loss@min: 0.992523, loss@max: 1.509673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 738, LS: 1.237806, LT: 1.335691, Top1S: 67.586205, Top1T: 66.693710Best acc: 67.586205 Train:epoch: 739, loss@min: 1.034155, loss@max: 1.486122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 739, LS: 1.237857, LT: 1.335369, Top1S: 67.545639, Top1T: 66.653145 Train:epoch: 740, loss@min: 0.976613, loss@max: 1.535770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 740, LS: 1.237947, LT: 1.335065, Top1S: 67.505074, Top1T: 66.693710 Train:epoch: 741, loss@min: 0.991100, loss@max: 1.490458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 741, LS: 1.237517, LT: 1.335117, Top1S: 67.505074, Top1T: 66.653145 Train:epoch: 742, loss@min: 0.980061, loss@max: 1.523127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 742, LS: 1.237200, LT: 1.335051, Top1S: 67.464500, Top1T: 66.653145 Train:epoch: 743, loss@min: 1.028423, loss@max: 1.472624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 743, LS: 1.236243, LT: 1.335375, Top1S: 67.505074, Top1T: 66.612579 Train:epoch: 744, loss@min: 1.012549, loss@max: 1.485837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 744, LS: 1.235540, LT: 1.335533, Top1S: 67.505074, Top1T: 66.653145 Train:epoch: 745, loss@min: 1.014828, loss@max: 1.447042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 745, LS: 1.235074, LT: 1.335465, Top1S: 67.505074, Top1T: 66.653145 Train:epoch: 746, loss@min: 0.985324, loss@max: 1.519372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 746, LS: 1.234794, LT: 1.335361, Top1S: 67.505074, Top1T: 66.693710 Train:epoch: 747, loss@min: 0.987795, loss@max: 1.493253, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 747, LS: 1.234667, LT: 1.335183, Top1S: 67.545639, Top1T: 66.693710 Train:epoch: 748, loss@min: 0.984219, loss@max: 1.490789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 748, LS: 1.234782, LT: 1.334871, Top1S: 67.545639, Top1T: 66.693710 Train:epoch: 749, loss@min: 0.976236, loss@max: 1.514693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 749, LS: 1.235134, LT: 1.334436, Top1S: 67.464500, Top1T: 66.774849 Train:epoch: 750, loss@min: 1.010445, loss@max: 1.480568, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 750, LS: 1.235515, LT: 1.333972, Top1S: 67.464500, Top1T: 66.774849 Train:epoch: 751, loss@min: 1.017998, loss@max: 1.466206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 751, LS: 1.236013, LT: 1.333528, Top1S: 67.423935, Top1T: 66.774849 Train:epoch: 752, loss@min: 1.037430, loss@max: 1.438271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 752, LS: 1.236568, LT: 1.332982, Top1S: 67.423935, Top1T: 66.734283 Train:epoch: 753, loss@min: 0.956331, loss@max: 1.520055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 753, LS: 1.237173, LT: 1.332450, Top1S: 67.423935, Top1T: 66.774849 Train:epoch: 754, loss@min: 0.977567, loss@max: 1.477599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 754, LS: 1.237801, LT: 1.331973, Top1S: 67.342796, Top1T: 66.774849 Train:epoch: 755, loss@min: 1.035673, loss@max: 1.439564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 755, LS: 1.238463, LT: 1.331436, Top1S: 67.261665, Top1T: 66.815414 Train:epoch: 756, loss@min: 0.980734, loss@max: 1.509784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 756, LS: 1.239127, LT: 1.330888, Top1S: 67.302231, Top1T: 66.855988 Train:epoch: 757, loss@min: 0.951673, loss@max: 1.543982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 757, LS: 1.239305, LT: 1.330654, Top1S: 67.261665, Top1T: 66.855988 Train:epoch: 758, loss@min: 1.001471, loss@max: 1.486708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 758, LS: 1.239468, LT: 1.330417, Top1S: 67.261665, Top1T: 66.937119 Train:epoch: 759, loss@min: 0.972132, loss@max: 1.520792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 759, LS: 1.239623, LT: 1.330258, Top1S: 67.261665, Top1T: 66.937119 Train:epoch: 760, loss@min: 1.035562, loss@max: 1.442439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 760, LS: 1.239730, LT: 1.330123, Top1S: 67.221092, Top1T: 66.937119 Train:epoch: 761, loss@min: 0.979935, loss@max: 1.485146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 761, LS: 1.239767, LT: 1.330030, Top1S: 67.302231, Top1T: 66.977692 Train:epoch: 762, loss@min: 1.022833, loss@max: 1.446974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 762, LS: 1.239998, LT: 1.329801, Top1S: 67.221092, Top1T: 67.018257 Train:epoch: 763, loss@min: 0.994792, loss@max: 1.446257, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 763, LS: 1.240085, LT: 1.329645, Top1S: 67.180527, Top1T: 66.977692 Train:epoch: 764, loss@min: 1.030957, loss@max: 1.471238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 764, LS: 1.240098, LT: 1.329449, Top1S: 67.180527, Top1T: 66.977692 Train:epoch: 765, loss@min: 0.977645, loss@max: 1.527461, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 765, LS: 1.239994, LT: 1.329302, Top1S: 67.180527, Top1T: 66.977692 Train:epoch: 766, loss@min: 0.995812, loss@max: 1.486254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 766, LS: 1.239754, LT: 1.329240, Top1S: 67.221092, Top1T: 67.018257 Train:epoch: 767, loss@min: 1.000093, loss@max: 1.483610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 767, LS: 1.239636, LT: 1.329075, Top1S: 67.221092, Top1T: 66.977692 Train:epoch: 768, loss@min: 0.996812, loss@max: 1.491194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 768, LS: 1.239257, LT: 1.329115, Top1S: 67.180527, Top1T: 66.977692 Train:epoch: 769, loss@min: 0.972819, loss@max: 1.513868, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 769, LS: 1.238881, LT: 1.329194, Top1S: 67.261665, Top1T: 67.058823 Train:epoch: 770, loss@min: 1.015692, loss@max: 1.461174, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 770, LS: 1.238592, LT: 1.329166, Top1S: 67.302231, Top1T: 67.058823 Train:epoch: 771, loss@min: 0.981545, loss@max: 1.492752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 771, LS: 1.237939, LT: 1.329378, Top1S: 67.383369, Top1T: 67.018257 Train:epoch: 772, loss@min: 0.988947, loss@max: 1.503554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 772, LS: 1.237228, LT: 1.329669, Top1S: 67.383369, Top1T: 67.018257 Train:epoch: 773, loss@min: 0.994074, loss@max: 1.474746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 773, LS: 1.236662, LT: 1.329885, Top1S: 67.383369, Top1T: 66.977692 Train:epoch: 774, loss@min: 1.015057, loss@max: 1.460947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 774, LS: 1.235997, LT: 1.330121, Top1S: 67.383369, Top1T: 66.937119 Train:epoch: 775, loss@min: 1.004340, loss@max: 1.470140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 775, LS: 1.235381, LT: 1.330327, Top1S: 67.383369, Top1T: 66.896553 Train:epoch: 776, loss@min: 0.926168, loss@max: 1.559937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 776, LS: 1.234803, LT: 1.330435, Top1S: 67.464500, Top1T: 66.896553 Train:epoch: 777, loss@min: 0.989569, loss@max: 1.525334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 777, LS: 1.234184, LT: 1.330569, Top1S: 67.464500, Top1T: 66.896553 Train:epoch: 778, loss@min: 0.994659, loss@max: 1.496397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 778, LS: 1.233711, LT: 1.330584, Top1S: 67.464500, Top1T: 66.896553 Train:epoch: 779, loss@min: 1.041749, loss@max: 1.444228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 779, LS: 1.233406, LT: 1.330461, Top1S: 67.505074, Top1T: 66.896553 Train:epoch: 780, loss@min: 0.983544, loss@max: 1.475292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 780, LS: 1.233186, LT: 1.330336, Top1S: 67.505074, Top1T: 66.855988 Train:epoch: 781, loss@min: 1.017558, loss@max: 1.475157, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 781, LS: 1.233031, LT: 1.330158, Top1S: 67.505074, Top1T: 66.855988 Train:epoch: 782, loss@min: 0.974377, loss@max: 1.506732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 782, LS: 1.232929, LT: 1.329970, Top1S: 67.626778, Top1T: 66.896553Best acc: 67.626778 Train:epoch: 783, loss@min: 0.985050, loss@max: 1.508639, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 783, LS: 1.232662, LT: 1.329864, Top1S: 67.586205, Top1T: 66.937119 Train:epoch: 784, loss@min: 0.990052, loss@max: 1.485084, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 784, LS: 1.232369, LT: 1.329860, Top1S: 67.667343, Top1T: 66.937119Best acc: 67.667343 Train:epoch: 785, loss@min: 0.981277, loss@max: 1.510208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 785, LS: 1.232196, LT: 1.329795, Top1S: 67.707909, Top1T: 66.937119Best acc: 67.707909 Train:epoch: 786, loss@min: 0.992944, loss@max: 1.480097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 786, LS: 1.232077, LT: 1.329728, Top1S: 67.707909, Top1T: 66.937119 Train:epoch: 787, loss@min: 0.979405, loss@max: 1.513056, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 787, LS: 1.231668, LT: 1.329852, Top1S: 67.748482, Top1T: 66.896553Best acc: 67.748482 Train:epoch: 788, loss@min: 0.995115, loss@max: 1.490182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 788, LS: 1.231374, LT: 1.329890, Top1S: 67.748482, Top1T: 66.855988 Train:epoch: 789, loss@min: 0.961478, loss@max: 1.506208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 789, LS: 1.231155, LT: 1.329919, Top1S: 67.707909, Top1T: 66.815414 Train:epoch: 790, loss@min: 0.958218, loss@max: 1.512219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 790, LS: 1.231051, LT: 1.329878, Top1S: 67.707909, Top1T: 66.774849 Train:epoch: 791, loss@min: 1.061544, loss@max: 1.437072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 791, LS: 1.231028, LT: 1.329793, Top1S: 67.748482, Top1T: 66.774849 Train:epoch: 792, loss@min: 1.010717, loss@max: 1.444617, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 792, LS: 1.231037, LT: 1.329711, Top1S: 67.707909, Top1T: 66.734283 Train:epoch: 793, loss@min: 0.977901, loss@max: 1.503426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 793, LS: 1.231264, LT: 1.329512, Top1S: 67.707909, Top1T: 66.734283 Train:epoch: 794, loss@min: 0.972936, loss@max: 1.520237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 794, LS: 1.231523, LT: 1.329305, Top1S: 67.707909, Top1T: 66.734283 Train:epoch: 795, loss@min: 1.010350, loss@max: 1.480288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 795, LS: 1.231819, LT: 1.329013, Top1S: 67.707909, Top1T: 66.774849 Train:epoch: 796, loss@min: 0.981838, loss@max: 1.496207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 796, LS: 1.232125, LT: 1.328736, Top1S: 67.707909, Top1T: 66.815414 Train:epoch: 797, loss@min: 0.971597, loss@max: 1.502232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 797, LS: 1.232456, LT: 1.328433, Top1S: 67.667343, Top1T: 66.855988 Train:epoch: 798, loss@min: 1.020748, loss@max: 1.453397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 798, LS: 1.232800, LT: 1.328125, Top1S: 67.667343, Top1T: 66.896553 Train:epoch: 799, loss@min: 1.006870, loss@max: 1.491711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 799, LS: 1.232878, LT: 1.328001, Top1S: 67.667343, Top1T: 66.937119 Train:epoch: 800, loss@min: 0.997817, loss@max: 1.494233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 800, LS: 1.232766, LT: 1.327954, Top1S: 67.707909, Top1T: 66.937119 Train:epoch: 801, loss@min: 1.002605, loss@max: 1.482034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 801, LS: 1.232661, LT: 1.327906, Top1S: 67.667343, Top1T: 66.937119 Train:epoch: 802, loss@min: 1.002304, loss@max: 1.481593, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 802, LS: 1.232613, LT: 1.327824, Top1S: 67.626778, Top1T: 66.937119 Train:epoch: 803, loss@min: 1.000206, loss@max: 1.492365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 803, LS: 1.232186, LT: 1.327935, Top1S: 67.626778, Top1T: 66.896553 Train:epoch: 804, loss@min: 1.038002, loss@max: 1.455207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 804, LS: 1.231993, LT: 1.327895, Top1S: 67.626778, Top1T: 66.774849 Train:epoch: 805, loss@min: 0.988874, loss@max: 1.487340, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 805, LS: 1.231813, LT: 1.327839, Top1S: 67.667343, Top1T: 66.774849 Train:epoch: 806, loss@min: 0.982671, loss@max: 1.498019, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 806, LS: 1.231706, LT: 1.327742, Top1S: 67.626778, Top1T: 66.774849 Train:epoch: 807, loss@min: 1.017007, loss@max: 1.484405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 807, LS: 1.231572, LT: 1.327645, Top1S: 67.586205, Top1T: 66.855988 Train:epoch: 808, loss@min: 1.020172, loss@max: 1.459736, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 808, LS: 1.231594, LT: 1.327461, Top1S: 67.586205, Top1T: 66.855988 Train:epoch: 809, loss@min: 0.976846, loss@max: 1.515164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 809, LS: 1.231635, LT: 1.327280, Top1S: 67.586205, Top1T: 66.774849 Train:epoch: 810, loss@min: 0.992758, loss@max: 1.528772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 810, LS: 1.231657, LT: 1.327169, Top1S: 67.667343, Top1T: 66.774849 Train:epoch: 811, loss@min: 1.010921, loss@max: 1.484218, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 811, LS: 1.231649, LT: 1.327068, Top1S: 67.626778, Top1T: 66.774849 Train:epoch: 812, loss@min: 0.985575, loss@max: 1.501363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 812, LS: 1.231662, LT: 1.326979, Top1S: 67.545639, Top1T: 66.774849 Train:epoch: 813, loss@min: 0.964547, loss@max: 1.505346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 813, LS: 1.231644, LT: 1.326929, Top1S: 67.545639, Top1T: 66.815414 Train:epoch: 814, loss@min: 1.022417, loss@max: 1.465236, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 814, LS: 1.231674, LT: 1.326814, Top1S: 67.586205, Top1T: 66.815414 Train:epoch: 815, loss@min: 1.002481, loss@max: 1.493702, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 815, LS: 1.231713, LT: 1.326689, Top1S: 67.545639, Top1T: 66.815414 Train:epoch: 816, loss@min: 0.997086, loss@max: 1.475891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 816, LS: 1.231753, LT: 1.326574, Top1S: 67.545639, Top1T: 66.815414 Train:epoch: 817, loss@min: 0.994405, loss@max: 1.468781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 817, LS: 1.231748, LT: 1.326535, Top1S: 67.545639, Top1T: 66.774849 Train:epoch: 818, loss@min: 1.000173, loss@max: 1.481356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 818, LS: 1.231755, LT: 1.326463, Top1S: 67.586205, Top1T: 66.774849 Train:epoch: 819, loss@min: 1.010580, loss@max: 1.475915, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 819, LS: 1.231729, LT: 1.326423, Top1S: 67.586205, Top1T: 66.774849 Train:epoch: 820, loss@min: 0.987458, loss@max: 1.474478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 820, LS: 1.231711, LT: 1.326384, Top1S: 67.586205, Top1T: 66.774849 Train:epoch: 821, loss@min: 1.003426, loss@max: 1.482294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 821, LS: 1.231698, LT: 1.326324, Top1S: 67.545639, Top1T: 66.815414 Train:epoch: 822, loss@min: 0.978170, loss@max: 1.511862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 822, LS: 1.231701, LT: 1.326240, Top1S: 67.423935, Top1T: 66.815414 Train:epoch: 823, loss@min: 1.008693, loss@max: 1.474661, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 823, LS: 1.231659, LT: 1.326164, Top1S: 67.464500, Top1T: 66.855988 Train:epoch: 824, loss@min: 0.983021, loss@max: 1.488397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 824, LS: 1.231578, LT: 1.326092, Top1S: 67.464500, Top1T: 66.815414 Train:epoch: 825, loss@min: 0.980242, loss@max: 1.533890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 825, LS: 1.231601, LT: 1.325915, Top1S: 67.464500, Top1T: 66.815414 Train:epoch: 826, loss@min: 1.002455, loss@max: 1.477433, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 826, LS: 1.231639, LT: 1.325711, Top1S: 67.423935, Top1T: 66.855988 Train:epoch: 827, loss@min: 1.006295, loss@max: 1.449354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 827, LS: 1.231687, LT: 1.325509, Top1S: 67.423935, Top1T: 66.855988 Train:epoch: 828, loss@min: 1.004727, loss@max: 1.456321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 828, LS: 1.231691, LT: 1.325362, Top1S: 67.342796, Top1T: 66.815414 Train:epoch: 829, loss@min: 1.000083, loss@max: 1.469440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 829, LS: 1.231583, LT: 1.325287, Top1S: 67.342796, Top1T: 66.815414 Train:epoch: 830, loss@min: 0.989549, loss@max: 1.452334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 830, LS: 1.231503, LT: 1.325219, Top1S: 67.342796, Top1T: 66.815414 Train:epoch: 831, loss@min: 1.000077, loss@max: 1.466316, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 831, LS: 1.231491, LT: 1.325147, Top1S: 67.342796, Top1T: 66.734283 Train:epoch: 832, loss@min: 0.994737, loss@max: 1.483187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 832, LS: 1.231633, LT: 1.324925, Top1S: 67.383369, Top1T: 66.734283 Train:epoch: 833, loss@min: 0.981460, loss@max: 1.483094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 833, LS: 1.231634, LT: 1.324767, Top1S: 67.383369, Top1T: 66.774849 Train:epoch: 834, loss@min: 0.983238, loss@max: 1.485732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 834, LS: 1.231566, LT: 1.324668, Top1S: 67.383369, Top1T: 66.815414 Train:epoch: 835, loss@min: 0.981592, loss@max: 1.498637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 835, LS: 1.231490, LT: 1.324560, Top1S: 67.423935, Top1T: 66.815414 Train:epoch: 836, loss@min: 1.027858, loss@max: 1.450889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 836, LS: 1.231427, LT: 1.324455, Top1S: 67.423935, Top1T: 66.815414 Train:epoch: 837, loss@min: 0.973281, loss@max: 1.466451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 837, LS: 1.231349, LT: 1.324355, Top1S: 67.423935, Top1T: 66.815414 Train:epoch: 838, loss@min: 0.993109, loss@max: 1.464986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 838, LS: 1.231269, LT: 1.324255, Top1S: 67.464500, Top1T: 66.855988 Train:epoch: 839, loss@min: 1.070950, loss@max: 1.450927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 839, LS: 1.231212, LT: 1.324138, Top1S: 67.464500, Top1T: 66.937119 Train:epoch: 840, loss@min: 1.002981, loss@max: 1.502672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 840, LS: 1.231165, LT: 1.324069, Top1S: 67.464500, Top1T: 66.937119 Train:epoch: 841, loss@min: 0.995554, loss@max: 1.505995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 841, LS: 1.231223, LT: 1.323940, Top1S: 67.464500, Top1T: 66.937119 Train:epoch: 842, loss@min: 1.005708, loss@max: 1.490051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 842, LS: 1.231309, LT: 1.323825, Top1S: 67.423935, Top1T: 66.937119 Train:epoch: 843, loss@min: 0.987379, loss@max: 1.511099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 843, LS: 1.231418, LT: 1.323671, Top1S: 67.423935, Top1T: 66.937119 Train:epoch: 844, loss@min: 0.988464, loss@max: 1.475329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 844, LS: 1.231468, LT: 1.323571, Top1S: 67.423935, Top1T: 66.937119 Train:epoch: 845, loss@min: 1.021510, loss@max: 1.449334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 845, LS: 1.231485, LT: 1.323484, Top1S: 67.423935, Top1T: 66.937119 Train:epoch: 846, loss@min: 1.014575, loss@max: 1.478589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 846, LS: 1.231456, LT: 1.323466, Top1S: 67.423935, Top1T: 66.937119 Train:epoch: 847, loss@min: 1.025760, loss@max: 1.483295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 847, LS: 1.231472, LT: 1.323425, Top1S: 67.383369, Top1T: 66.977692 Train:epoch: 848, loss@min: 1.033119, loss@max: 1.450323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 848, LS: 1.231571, LT: 1.323330, Top1S: 67.383369, Top1T: 67.018257 Train:epoch: 849, loss@min: 0.983410, loss@max: 1.496127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 849, LS: 1.231625, LT: 1.323261, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 850, loss@min: 0.980424, loss@max: 1.490256, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 850, LS: 1.231671, LT: 1.323207, Top1S: 67.383369, Top1T: 67.018257 Train:epoch: 851, loss@min: 1.008154, loss@max: 1.444779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 851, LS: 1.231684, LT: 1.323170, Top1S: 67.383369, Top1T: 67.018257 Train:epoch: 852, loss@min: 0.997010, loss@max: 1.453818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 852, LS: 1.231726, LT: 1.323140, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 853, loss@min: 0.989033, loss@max: 1.489827, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 853, LS: 1.231695, LT: 1.323142, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 854, loss@min: 0.974193, loss@max: 1.498732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 854, LS: 1.231640, LT: 1.323151, Top1S: 67.423935, Top1T: 66.977692 Train:epoch: 855, loss@min: 0.968288, loss@max: 1.498009, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 855, LS: 1.231583, LT: 1.323178, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 856, loss@min: 1.021612, loss@max: 1.458611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 856, LS: 1.231754, LT: 1.323066, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 857, loss@min: 1.002737, loss@max: 1.487363, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 857, LS: 1.231918, LT: 1.322943, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 858, loss@min: 1.003768, loss@max: 1.493296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 858, LS: 1.231885, LT: 1.322953, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 859, loss@min: 0.988335, loss@max: 1.471888, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 859, LS: 1.231858, LT: 1.322956, Top1S: 67.423935, Top1T: 67.058823 Train:epoch: 860, loss@min: 0.962949, loss@max: 1.499442, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 860, LS: 1.231825, LT: 1.322957, Top1S: 67.423935, Top1T: 67.058823 Train:epoch: 861, loss@min: 0.966287, loss@max: 1.472646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 861, LS: 1.231821, LT: 1.322967, Top1S: 67.423935, Top1T: 67.058823 Train:epoch: 862, loss@min: 0.974938, loss@max: 1.478352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 862, LS: 1.231770, LT: 1.322986, Top1S: 67.423935, Top1T: 67.058823 Train:epoch: 863, loss@min: 0.969869, loss@max: 1.510291, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 863, LS: 1.231558, LT: 1.323132, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 864, loss@min: 1.011020, loss@max: 1.481037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 864, LS: 1.231378, LT: 1.323237, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 865, loss@min: 1.007078, loss@max: 1.471712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 865, LS: 1.231213, LT: 1.323336, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 866, loss@min: 0.986460, loss@max: 1.472145, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 866, LS: 1.231110, LT: 1.323426, Top1S: 67.383369, Top1T: 66.977692 Train:epoch: 867, loss@min: 1.016881, loss@max: 1.478549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 867, LS: 1.231051, LT: 1.323471, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 868, loss@min: 0.988985, loss@max: 1.475488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 868, LS: 1.231005, LT: 1.323506, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 869, loss@min: 0.994973, loss@max: 1.472597, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 869, LS: 1.230976, LT: 1.323541, Top1S: 67.383369, Top1T: 67.058823 Train:epoch: 870, loss@min: 0.999360, loss@max: 1.520206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 870, LS: 1.230965, LT: 1.323557, Top1S: 67.423935, Top1T: 67.058823 Train:epoch: 871, loss@min: 1.003823, loss@max: 1.481918, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 871, LS: 1.230795, LT: 1.323659, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 872, loss@min: 0.928235, loss@max: 1.554560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 872, LS: 1.230676, LT: 1.323743, Top1S: 67.423935, Top1T: 66.977692 Train:epoch: 873, loss@min: 0.989331, loss@max: 1.458606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 873, LS: 1.230567, LT: 1.323812, Top1S: 67.423935, Top1T: 66.977692 Train:epoch: 874, loss@min: 1.017029, loss@max: 1.490751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 874, LS: 1.230506, LT: 1.323831, Top1S: 67.423935, Top1T: 67.018257 Train:epoch: 875, loss@min: 0.975525, loss@max: 1.490305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 875, LS: 1.230478, LT: 1.323830, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 876, loss@min: 0.986395, loss@max: 1.501976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 876, LS: 1.230447, LT: 1.323836, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 877, loss@min: 0.984490, loss@max: 1.513104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 877, LS: 1.230411, LT: 1.323840, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 878, loss@min: 0.977537, loss@max: 1.475676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 878, LS: 1.230390, LT: 1.323821, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 879, loss@min: 0.982730, loss@max: 1.504168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 879, LS: 1.230406, LT: 1.323771, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 880, loss@min: 0.999255, loss@max: 1.482061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 880, LS: 1.230416, LT: 1.323717, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 881, loss@min: 1.002170, loss@max: 1.496045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 881, LS: 1.230425, LT: 1.323653, Top1S: 67.505074, Top1T: 67.018257 Train:epoch: 882, loss@min: 1.036187, loss@max: 1.420452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 882, LS: 1.230464, LT: 1.323566, Top1S: 67.505074, Top1T: 66.977692 Train:epoch: 883, loss@min: 0.987641, loss@max: 1.478341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 883, LS: 1.230517, LT: 1.323477, Top1S: 67.505074, Top1T: 66.977692 Train:epoch: 884, loss@min: 1.010622, loss@max: 1.439131, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 884, LS: 1.230553, LT: 1.323387, Top1S: 67.505074, Top1T: 66.977692 Train:epoch: 885, loss@min: 0.978233, loss@max: 1.511148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 885, LS: 1.230598, LT: 1.323268, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 886, loss@min: 0.967540, loss@max: 1.521045, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 886, LS: 1.230624, LT: 1.323174, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 887, loss@min: 0.980091, loss@max: 1.496935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 887, LS: 1.230646, LT: 1.323083, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 888, loss@min: 1.024169, loss@max: 1.443184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 888, LS: 1.230669, LT: 1.322987, Top1S: 67.464500, Top1T: 67.018257 Train:epoch: 889, loss@min: 0.960776, loss@max: 1.501969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 889, LS: 1.230756, LT: 1.322858, Top1S: 67.464500, Top1T: 67.058823 Train:epoch: 890, loss@min: 1.015434, loss@max: 1.459211, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 890, LS: 1.230887, LT: 1.322723, Top1S: 67.505074, Top1T: 67.058823 Train:epoch: 891, loss@min: 0.979044, loss@max: 1.480072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 891, LS: 1.231003, LT: 1.322601, Top1S: 67.586205, Top1T: 67.058823 Train:epoch: 892, loss@min: 0.992449, loss@max: 1.477346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 892, LS: 1.231091, LT: 1.322500, Top1S: 67.586205, Top1T: 67.058823 Train:epoch: 893, loss@min: 1.001649, loss@max: 1.470448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 893, LS: 1.231176, LT: 1.322398, Top1S: 67.586205, Top1T: 67.058823 Train:epoch: 894, loss@min: 1.022870, loss@max: 1.467921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 894, LS: 1.231238, LT: 1.322311, Top1S: 67.586205, Top1T: 67.058823 Train:epoch: 895, loss@min: 1.011314, loss@max: 1.471800, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 895, LS: 1.231283, LT: 1.322229, Top1S: 67.545639, Top1T: 67.058823 Train:epoch: 896, loss@min: 0.988837, loss@max: 1.481233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 896, LS: 1.231330, LT: 1.322142, Top1S: 67.545639, Top1T: 67.058823 Train:epoch: 897, loss@min: 0.995482, loss@max: 1.470166, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 897, LS: 1.231359, LT: 1.322066, Top1S: 67.505074, Top1T: 67.099388 Train:epoch: 898, loss@min: 0.993787, loss@max: 1.486284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 898, LS: 1.231381, LT: 1.321986, Top1S: 67.505074, Top1T: 67.099388 Train:epoch: 899, loss@min: 0.981461, loss@max: 1.501564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 899, LS: 1.231387, LT: 1.321927, Top1S: 67.505074, Top1T: 67.099388 Train:epoch: 900, loss@min: 0.968170, loss@max: 1.462507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 900, LS: 1.231398, LT: 1.321883, Top1S: 67.505074, Top1T: 67.099388 Train:epoch: 901, loss@min: 0.982888, loss@max: 1.512129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 901, LS: 1.231411, LT: 1.321842, Top1S: 67.505074, Top1T: 67.099388 Train:epoch: 902, loss@min: 0.993637, loss@max: 1.480443, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 902, LS: 1.231434, LT: 1.321785, Top1S: 67.505074, Top1T: 67.099388 Train:epoch: 903, loss@min: 0.961262, loss@max: 1.485892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 903, LS: 1.231431, LT: 1.321745, Top1S: 67.545639, Top1T: 67.099388 Train:epoch: 904, loss@min: 0.966890, loss@max: 1.495505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 904, LS: 1.231411, LT: 1.321711, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 905, loss@min: 0.995367, loss@max: 1.465401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 905, LS: 1.231380, LT: 1.321691, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 906, loss@min: 0.988397, loss@max: 1.495871, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 906, LS: 1.231348, LT: 1.321678, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 907, loss@min: 1.003442, loss@max: 1.479917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 907, LS: 1.231291, LT: 1.321674, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 908, loss@min: 1.023446, loss@max: 1.452272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 908, LS: 1.231232, LT: 1.321680, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 909, loss@min: 0.971032, loss@max: 1.482928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 909, LS: 1.231174, LT: 1.321684, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 910, loss@min: 0.971097, loss@max: 1.485776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 910, LS: 1.231131, LT: 1.321684, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 911, loss@min: 1.015248, loss@max: 1.458459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 911, LS: 1.231171, LT: 1.321623, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 912, loss@min: 1.000617, loss@max: 1.478921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 912, LS: 1.231205, LT: 1.321560, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 913, loss@min: 1.014925, loss@max: 1.464850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 913, LS: 1.231229, LT: 1.321511, Top1S: 67.545639, Top1T: 67.099388 Train:epoch: 914, loss@min: 0.984900, loss@max: 1.495450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 914, LS: 1.231237, LT: 1.321471, Top1S: 67.545639, Top1T: 67.099388 Train:epoch: 915, loss@min: 1.017245, loss@max: 1.479023, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 915, LS: 1.231260, LT: 1.321421, Top1S: 67.545639, Top1T: 67.099388 Train:epoch: 916, loss@min: 1.034906, loss@max: 1.466750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 916, LS: 1.231318, LT: 1.321335, Top1S: 67.545639, Top1T: 67.099388 Train:epoch: 917, loss@min: 0.976935, loss@max: 1.504228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 917, LS: 1.231370, LT: 1.321253, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 918, loss@min: 0.998437, loss@max: 1.485915, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 918, LS: 1.231417, LT: 1.321173, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 919, loss@min: 0.997153, loss@max: 1.504538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 919, LS: 1.231467, LT: 1.321093, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 920, loss@min: 1.008497, loss@max: 1.450760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 920, LS: 1.231561, LT: 1.320991, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 921, loss@min: 1.017672, loss@max: 1.466812, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 921, LS: 1.231621, LT: 1.320905, Top1S: 67.586205, Top1T: 67.099388 Train:epoch: 922, loss@min: 0.972340, loss@max: 1.461250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 922, LS: 1.231680, LT: 1.320827, Top1S: 67.545639, Top1T: 67.099388 Train:epoch: 923, loss@min: 1.024643, loss@max: 1.459062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 923, LS: 1.231716, LT: 1.320761, Top1S: 67.545639, Top1T: 67.099388 Train:epoch: 924, loss@min: 0.997407, loss@max: 1.452797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 924, LS: 1.231728, LT: 1.320719, Top1S: 67.505074, Top1T: 67.139961 Train:epoch: 925, loss@min: 0.998827, loss@max: 1.480482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 925, LS: 1.231739, LT: 1.320683, Top1S: 67.505074, Top1T: 67.139961 Train:epoch: 926, loss@min: 1.029017, loss@max: 1.511243, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 926, LS: 1.231724, LT: 1.320659, Top1S: 67.505074, Top1T: 67.180527 Train:epoch: 927, loss@min: 0.998813, loss@max: 1.479606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 927, LS: 1.231712, LT: 1.320630, Top1S: 67.505074, Top1T: 67.180527 Train:epoch: 928, loss@min: 1.004687, loss@max: 1.473237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 928, LS: 1.231698, LT: 1.320604, Top1S: 67.505074, Top1T: 67.180527 Train:epoch: 929, loss@min: 1.003545, loss@max: 1.457829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 929, LS: 1.231683, LT: 1.320579, Top1S: 67.505074, Top1T: 67.180527 Train:epoch: 930, loss@min: 0.975108, loss@max: 1.501935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 930, LS: 1.231617, LT: 1.320591, Top1S: 67.505074, Top1T: 67.180527 Train:epoch: 931, loss@min: 1.005426, loss@max: 1.442225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 931, LS: 1.231546, LT: 1.320603, Top1S: 67.505074, Top1T: 67.180527 Train:epoch: 932, loss@min: 0.970590, loss@max: 1.489610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 932, LS: 1.231486, LT: 1.320608, Top1S: 67.505074, Top1T: 67.180527 Train:epoch: 933, loss@min: 0.978725, loss@max: 1.507441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 933, LS: 1.231420, LT: 1.320618, Top1S: 67.505074, Top1T: 67.180527 Train:epoch: 934, loss@min: 0.945989, loss@max: 1.509644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 934, LS: 1.231359, LT: 1.320625, Top1S: 67.505074, Top1T: 67.180527 Train:epoch: 935, loss@min: 0.984494, loss@max: 1.479344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 935, LS: 1.231294, LT: 1.320641, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 936, loss@min: 0.980777, loss@max: 1.522447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 936, LS: 1.231240, LT: 1.320649, Top1S: 67.545639, Top1T: 67.139961 Train:epoch: 937, loss@min: 0.977018, loss@max: 1.505361, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 937, LS: 1.231191, LT: 1.320653, Top1S: 67.545639, Top1T: 67.139961 Train:epoch: 938, loss@min: 0.977212, loss@max: 1.472526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 938, LS: 1.231135, LT: 1.320662, Top1S: 67.545639, Top1T: 67.139961 Train:epoch: 939, loss@min: 0.963951, loss@max: 1.481437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 939, LS: 1.231084, LT: 1.320674, Top1S: 67.545639, Top1T: 67.139961 Train:epoch: 940, loss@min: 1.014864, loss@max: 1.458229, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 940, LS: 1.231038, LT: 1.320686, Top1S: 67.545639, Top1T: 67.139961 Train:epoch: 941, loss@min: 0.961704, loss@max: 1.487169, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 941, LS: 1.230995, LT: 1.320701, Top1S: 67.545639, Top1T: 67.139961 Train:epoch: 942, loss@min: 0.995497, loss@max: 1.464062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 942, LS: 1.230951, LT: 1.320719, Top1S: 67.545639, Top1T: 67.139961 Train:epoch: 943, loss@min: 0.995481, loss@max: 1.482095, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 943, LS: 1.230905, LT: 1.320738, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 944, loss@min: 1.005618, loss@max: 1.488615, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 944, LS: 1.230862, LT: 1.320761, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 945, loss@min: 0.994053, loss@max: 1.493357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 945, LS: 1.230814, LT: 1.320786, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 946, loss@min: 0.998779, loss@max: 1.462337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 946, LS: 1.230766, LT: 1.320810, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 947, loss@min: 0.970318, loss@max: 1.488912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 947, LS: 1.230716, LT: 1.320836, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 948, loss@min: 1.018842, loss@max: 1.440721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 948, LS: 1.230668, LT: 1.320862, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 949, loss@min: 0.982658, loss@max: 1.471155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 949, LS: 1.230626, LT: 1.320881, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 950, loss@min: 0.981987, loss@max: 1.495665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 950, LS: 1.230586, LT: 1.320897, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 951, loss@min: 0.978723, loss@max: 1.492014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 951, LS: 1.230544, LT: 1.320915, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 952, loss@min: 1.045207, loss@max: 1.432212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 952, LS: 1.230510, LT: 1.320927, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 953, loss@min: 0.975099, loss@max: 1.495189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 953, LS: 1.230482, LT: 1.320936, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 954, loss@min: 1.003591, loss@max: 1.466099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 954, LS: 1.230448, LT: 1.320949, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 955, loss@min: 0.997220, loss@max: 1.486822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 955, LS: 1.230423, LT: 1.320955, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 956, loss@min: 1.064253, loss@max: 1.437060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 956, LS: 1.230400, LT: 1.320958, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 957, loss@min: 0.975172, loss@max: 1.498388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 957, LS: 1.230381, LT: 1.320959, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 958, loss@min: 0.999140, loss@max: 1.439486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 958, LS: 1.230363, LT: 1.320960, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 959, loss@min: 0.928505, loss@max: 1.546783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 959, LS: 1.230362, LT: 1.320952, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 960, loss@min: 0.965563, loss@max: 1.510934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 960, LS: 1.230363, LT: 1.320943, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 961, loss@min: 0.980806, loss@max: 1.484249, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 961, LS: 1.230362, LT: 1.320937, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 962, loss@min: 0.971901, loss@max: 1.523244, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 962, LS: 1.230359, LT: 1.320932, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 963, loss@min: 0.998705, loss@max: 1.486124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 963, LS: 1.230356, LT: 1.320928, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 964, loss@min: 0.993585, loss@max: 1.462577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 964, LS: 1.230344, LT: 1.320930, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 965, loss@min: 0.962948, loss@max: 1.524152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 965, LS: 1.230329, LT: 1.320933, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 966, loss@min: 0.968781, loss@max: 1.486259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 966, LS: 1.230314, LT: 1.320937, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 967, loss@min: 0.982018, loss@max: 1.500122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 967, LS: 1.230297, LT: 1.320944, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 968, loss@min: 0.993808, loss@max: 1.482014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 968, LS: 1.230285, LT: 1.320948, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 969, loss@min: 1.012987, loss@max: 1.477870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 969, LS: 1.230275, LT: 1.320951, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 970, loss@min: 0.960144, loss@max: 1.517451, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 970, LS: 1.230267, LT: 1.320953, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 971, loss@min: 0.993226, loss@max: 1.501604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 971, LS: 1.230260, LT: 1.320954, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 972, loss@min: 0.973744, loss@max: 1.486388, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 972, LS: 1.230253, LT: 1.320956, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 973, loss@min: 1.008827, loss@max: 1.456095, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 973, LS: 1.230247, LT: 1.320957, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 974, loss@min: 0.960703, loss@max: 1.504572, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 974, LS: 1.230242, LT: 1.320958, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 975, loss@min: 1.002621, loss@max: 1.497594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 975, LS: 1.230236, LT: 1.320959, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 976, loss@min: 0.931428, loss@max: 1.524791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 976, LS: 1.230229, LT: 1.320961, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 977, loss@min: 0.989617, loss@max: 1.454742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 977, LS: 1.230223, LT: 1.320962, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 978, loss@min: 0.973464, loss@max: 1.485314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 978, LS: 1.230218, LT: 1.320964, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 979, loss@min: 0.983643, loss@max: 1.487935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 979, LS: 1.230212, LT: 1.320965, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 980, loss@min: 0.990499, loss@max: 1.503337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 980, LS: 1.230208, LT: 1.320967, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 981, loss@min: 0.975919, loss@max: 1.487219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 981, LS: 1.230205, LT: 1.320967, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 982, loss@min: 0.976653, loss@max: 1.482735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 982, LS: 1.230202, LT: 1.320968, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 983, loss@min: 0.983716, loss@max: 1.489989, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 983, LS: 1.230198, LT: 1.320970, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 984, loss@min: 0.965892, loss@max: 1.492706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 984, LS: 1.230195, LT: 1.320971, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 985, loss@min: 1.012086, loss@max: 1.476102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 985, LS: 1.230192, LT: 1.320972, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 986, loss@min: 0.947789, loss@max: 1.498682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 986, LS: 1.230189, LT: 1.320972, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 987, loss@min: 0.983376, loss@max: 1.472622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 987, LS: 1.230187, LT: 1.320973, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 988, loss@min: 1.016976, loss@max: 1.517410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 988, LS: 1.230184, LT: 1.320974, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 989, loss@min: 0.962358, loss@max: 1.493168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 989, LS: 1.230182, LT: 1.320975, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 990, loss@min: 0.962958, loss@max: 1.488467, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 990, LS: 1.230180, LT: 1.320976, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 991, loss@min: 0.962993, loss@max: 1.487437, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 991, LS: 1.230179, LT: 1.320977, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 992, loss@min: 0.983140, loss@max: 1.475748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 992, LS: 1.230178, LT: 1.320977, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 993, loss@min: 0.996051, loss@max: 1.486862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 993, LS: 1.230178, LT: 1.320977, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 994, loss@min: 0.996553, loss@max: 1.453046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 994, LS: 1.230178, LT: 1.320977, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 995, loss@min: 0.962399, loss@max: 1.506071, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 995, LS: 1.230178, LT: 1.320977, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 996, loss@min: 0.991932, loss@max: 1.490556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 996, LS: 1.230177, LT: 1.320977, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 997, loss@min: 1.023312, loss@max: 1.444774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 997, LS: 1.230177, LT: 1.320977, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 998, loss@min: 1.019778, loss@max: 1.479307, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 998, LS: 1.230177, LT: 1.320977, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 999, loss@min: 1.010931, loss@max: 1.466627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 999, LS: 1.230177, LT: 1.320977, Top1S: 67.545639, Top1T: 67.180527 Train:epoch: 1000, loss@min: 0.954685, loss@max: 1.495616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 1000, LS: 1.230177, LT: 1.320977, Top1S: 67.545639, Top1T: 67.180527 ------------------------------------------- Thu Sep 7 08:57:25 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 12:24:12 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 12:24:44 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 12:25:51 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 12:27:22 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 12:28:06 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 12:29:05 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 12:33:37 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 12:35:09 2023 ------------------------------------------- Train:epoch: 1, loss@min: 15.143585, loss@max: 5.346136, Top1S acc: 26.000000, Top1T acc: 26.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 12:36:23 2023 ------------------------------------------- Train:epoch: 1, loss@min: 16.003056, loss@max: 5.087436, Top1S acc: 32.000000, Top1T acc: 40.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Sep 7 12:37:27 2023 ------------------------------------------- Train:epoch: 1, loss@min: 16.003056, loss@max: 5.087436, Top1S acc: 32.000000, Top1T acc: 40.000000 Train:epoch: 2, loss@min: 12.345892, loss@max: 4.805274, Top1S acc: 80.000000, Top1T acc: 87.000000 Train:epoch: 3, loss@min: 9.264957, loss@max: 4.656728, Top1S acc: 94.000000, Top1T acc: 98.000000 Train:epoch: 4, loss@min: 6.609859, loss@max: 4.523593, Top1S acc: 97.000000, Top1T acc: 100.000000 Train:epoch: 5, loss@min: 4.716530, loss@max: 4.353776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 3.175797, loss@max: 4.122718, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 2.065070, loss@max: 3.865288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.445101, loss@max: 3.541105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.095760, loss@max: 3.258615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.027685, loss@max: 3.019549, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.870332, loss@max: 2.845419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.828476, loss@max: 2.637717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.761517, loss@max: 2.395818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.720731, loss@max: 2.174358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.781182, loss@max: 2.019756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.984878, loss@max: 1.655945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.227922, loss@max: 1.390450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.362082, loss@max: 1.217281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.448932, loss@max: 1.059685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.374866, loss@max: 1.061294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.283228, loss@max: 1.119779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.081551, loss@max: 1.251530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.987945, loss@max: 1.339000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.824889, loss@max: 1.505759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.709413, loss@max: 1.600123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.712574, loss@max: 1.600124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.746189, loss@max: 1.548568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.779299, loss@max: 1.485740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.857075, loss@max: 1.405689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.933632, loss@max: 1.320431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.973004, loss@max: 1.231904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.053118, loss@max: 1.245576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.029457, loss@max: 1.220398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.021778, loss@max: 1.209461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.015830, loss@max: 1.187741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.939819, loss@max: 1.237334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.973048, loss@max: 1.222321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.894075, loss@max: 1.308475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.907148, loss@max: 1.307853, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 40, loss@min: 0.864852, loss@max: 1.338932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.905063, loss@max: 1.306347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.889601, loss@max: 1.323059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.849988, loss@max: 1.352487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.875426, loss@max: 1.328289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.926508, loss@max: 1.265321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.925405, loss@max: 1.279399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.924134, loss@max: 1.261095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.961802, loss@max: 1.254874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.988048, loss@max: 1.234117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.913570, loss@max: 1.270610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 31.765831, LT: 37.358673, Top1S: 83.204872, Top1T: 80.365112Best acc: 83.204872 Train:epoch: 51, loss@min: 0.920326, loss@max: 1.259230, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 1000, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 12:39:21 2023 ------------------------------------------- Train:epoch: 1, loss@min: 16.003056, loss@max: 5.087436, Top1S acc: 32.000000, Top1T acc: 40.000000 Train:epoch: 2, loss@min: 12.345892, loss@max: 4.805274, Top1S acc: 80.000000, Top1T acc: 87.000000 Train:epoch: 3, loss@min: 9.264957, loss@max: 4.656728, Top1S acc: 94.000000, Top1T acc: 98.000000 Train:epoch: 4, loss@min: 6.609859, loss@max: 4.523593, Top1S acc: 97.000000, Top1T acc: 100.000000 Train:epoch: 5, loss@min: 4.716530, loss@max: 4.353776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 3.175797, loss@max: 4.122718, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 2.065070, loss@max: 3.865288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.445101, loss@max: 3.541105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.095760, loss@max: 3.258615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.027685, loss@max: 3.019549, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.870332, loss@max: 2.845419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.828476, loss@max: 2.637717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.761517, loss@max: 2.395818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.720731, loss@max: 2.174358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.781182, loss@max: 2.019756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.984878, loss@max: 1.655945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.227922, loss@max: 1.390450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.362082, loss@max: 1.217281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.448932, loss@max: 1.059685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.374866, loss@max: 1.061294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.283228, loss@max: 1.119779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.081551, loss@max: 1.251530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.987945, loss@max: 1.339000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.824889, loss@max: 1.505759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.709413, loss@max: 1.600123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.712574, loss@max: 1.600124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.746189, loss@max: 1.548568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.779299, loss@max: 1.485740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.857075, loss@max: 1.405689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.933632, loss@max: 1.320431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.973004, loss@max: 1.231904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.053118, loss@max: 1.245576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.029457, loss@max: 1.220398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.021778, loss@max: 1.209461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.015830, loss@max: 1.187741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.939819, loss@max: 1.237334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.973048, loss@max: 1.222321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.894075, loss@max: 1.308475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.907148, loss@max: 1.307853, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 40, loss@min: 0.864852, loss@max: 1.338932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.905063, loss@max: 1.306347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.889601, loss@max: 1.323059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.849988, loss@max: 1.352487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.875426, loss@max: 1.328289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.926508, loss@max: 1.265321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.925405, loss@max: 1.279399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.924134, loss@max: 1.261095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.961802, loss@max: 1.254874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.988048, loss@max: 1.234117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.913570, loss@max: 1.270610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.917886, loss@max: 1.263197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.979017, loss@max: 1.256610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.923294, loss@max: 1.277196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.871255, loss@max: 1.335074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.933482, loss@max: 1.277104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.972588, loss@max: 1.255167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.890532, loss@max: 1.301335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.900251, loss@max: 1.339703, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.868091, loss@max: 1.359295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.936329, loss@max: 1.269692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.907765, loss@max: 1.288365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.933018, loss@max: 1.272371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.945477, loss@max: 1.258285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.925703, loss@max: 1.255733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.911371, loss@max: 1.290964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.908778, loss@max: 1.322731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.929703, loss@max: 1.274384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.953551, loss@max: 1.265623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.942277, loss@max: 1.264448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.934052, loss@max: 1.269680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.957571, loss@max: 1.241288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.934111, loss@max: 1.291506, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.887825, loss@max: 1.341919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.888392, loss@max: 1.317889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.891611, loss@max: 1.328974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.915458, loss@max: 1.307472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.932615, loss@max: 1.287734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.922060, loss@max: 1.286861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.955578, loss@max: 1.259076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.928373, loss@max: 1.315870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.889332, loss@max: 1.336444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.928520, loss@max: 1.299482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.951524, loss@max: 1.290526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.937893, loss@max: 1.271861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.946200, loss@max: 1.309658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.938006, loss@max: 1.368637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.956339, loss@max: 1.268179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.955164, loss@max: 1.296724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.901145, loss@max: 1.342402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.936856, loss@max: 1.330733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.911193, loss@max: 1.326627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.912987, loss@max: 1.336971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.941981, loss@max: 1.302135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.916881, loss@max: 1.314869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.918260, loss@max: 1.326688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.944251, loss@max: 1.299716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.941090, loss@max: 1.283851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.949782, loss@max: 1.279635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.928915, loss@max: 1.300282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.943483, loss@max: 1.320862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 32.533403, LT: 38.359368, Top1S: 81.906693, Top1T: 79.432053Best acc: 81.906693 Train:epoch: 101, loss@min: 0.945884, loss@max: 1.301061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 32.157595, LT: 38.503485, Top1S: 81.906693, Top1T: 79.918861 Train:epoch: 102, loss@min: 0.927336, loss@max: 1.322481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 31.700303, LT: 38.793157, Top1S: 82.393509, Top1T: 79.716026Best acc: 82.393509 Train:epoch: 103, loss@min: 0.934074, loss@max: 1.330323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 31.658357, LT: 39.206968, Top1S: 82.312370, Top1T: 79.716026 Train:epoch: 104, loss@min: 0.908198, loss@max: 1.354979, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 12:43:35 2023 ------------------------------------------- Train:epoch: 1, loss@min: 16.003056, loss@max: 5.165087, Top1S acc: 32.000000, Top1T acc: 40.000000 Train:epoch: 2, loss@min: 12.346865, loss@max: 4.958493, Top1S acc: 80.000000, Top1T acc: 87.000000 Train:epoch: 3, loss@min: 9.268980, loss@max: 4.881672, Top1S acc: 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Train:epoch: 82, loss@min: 0.974574, loss@max: 1.515153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.000285, loss@max: 1.463062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.965921, loss@max: 1.487130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.943569, loss@max: 1.479112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.957354, loss@max: 1.505185, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.002449, loss@max: 1.427552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.032156, loss@max: 1.437945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.957978, loss@max: 1.443982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.983420, loss@max: 1.451997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.993161, loss@max: 1.452959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.958717, loss@max: 1.451895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.965151, loss@max: 1.451641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.961811, loss@max: 1.464495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.967410, loss@max: 1.442917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.004347, loss@max: 1.410917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.973899, loss@max: 1.426478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.967371, loss@max: 1.429836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.960753, loss@max: 1.424003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.960239, loss@max: 1.440674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 32.446086, LT: 36.987283, Top1S: 82.312370, Top1T: 80.405678Best acc: 82.312370 Train:epoch: 101, loss@min: 0.976604, loss@max: 1.422793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 32.498613, LT: 37.240453, Top1S: 82.352943, Top1T: 80.283974Best acc: 82.352943 Train:epoch: 102, loss@min: 0.967333, loss@max: 1.415822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 32.511988, LT: 37.452939, Top1S: 82.312370, Top1T: 80.243408 Train:epoch: 103, loss@min: 0.963730, loss@max: 1.410240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 32.432443, LT: 37.673765, Top1S: 82.555779, Top1T: 80.283974Best acc: 82.555779 Train:epoch: 104, loss@min: 0.933952, loss@max: 1.448337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 32.271858, LT: 37.804316, Top1S: 82.393509, Top1T: 80.283974 Train:epoch: 105, loss@min: 0.936327, loss@max: 1.456721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 32.120870, LT: 37.982882, Top1S: 82.312370, Top1T: 80.446251 Train:epoch: 106, loss@min: 0.976803, loss@max: 1.397036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 32.056784, LT: 38.007899, Top1S: 82.434074, Top1T: 80.486816 Train:epoch: 107, loss@min: 0.955929, loss@max: 1.412265, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 32.021769, LT: 37.983226, Top1S: 82.434074, Top1T: 80.567955 Train:epoch: 108, loss@min: 0.939143, loss@max: 1.435731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 32.104225, LT: 37.868016, Top1S: 82.515213, Top1T: 80.527382 Train:epoch: 109, loss@min: 0.959698, loss@max: 1.433783, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 32.206063, LT: 37.726708, Top1S: 82.474648, Top1T: 80.567955 Train:epoch: 110, loss@min: 0.969754, loss@max: 1.413245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 32.313181, LT: 37.568268, Top1S: 82.352943, Top1T: 80.567955 Train:epoch: 111, loss@min: 0.968126, loss@max: 1.426074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 32.446479, LT: 37.416413, Top1S: 82.312370, Top1T: 80.649086 Train:epoch: 112, loss@min: 0.970860, loss@max: 1.401155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 32.595844, LT: 37.297365, Top1S: 82.352943, Top1T: 80.608521 Train:epoch: 113, loss@min: 0.978413, loss@max: 1.395025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 32.776982, LT: 37.225325, Top1S: 82.393509, Top1T: 80.527382 Train:epoch: 114, loss@min: 0.972115, loss@max: 1.409833, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 12:52:52 2023 ------------------------------------------- Train:epoch: 1, loss@min: 19.993931, loss@max: 5.519412, Top1S acc: 3.000000, Top1T acc: 1.000000 Train:epoch: 2, loss@min: 19.258259, loss@max: 5.511967, Top1S acc: 5.000000, Top1T acc: 2.000000 Train:epoch: 3, loss@min: 18.538662, loss@max: 5.547205, Top1S acc: 7.000000, Top1T acc: 13.000000 Train:epoch: 4, loss@min: 17.828140, loss@max: 5.570675, Top1S acc: 9.000000, Top1T acc: 18.000000 Train:epoch: 5, loss@min: 17.189154, loss@max: 5.586843, Top1S acc: 13.000000, Top1T acc: 30.000000 Train:epoch: 6, loss@min: 16.531361, loss@max: 5.617302, Top1S acc: 21.000000, Top1T acc: 47.000000 Train:epoch: 7, loss@min: 15.945616, loss@max: 5.651147, Top1S acc: 29.000000, Top1T acc: 55.000000 Train:epoch: 8, loss@min: 15.391623, loss@max: 5.664984, Top1S acc: 45.000000, Top1T acc: 59.000000 Train:epoch: 9, loss@min: 14.688114, loss@max: 5.701369, Top1S acc: 60.000000, Top1T acc: 74.000000 Train:epoch: 10, loss@min: 14.185015, loss@max: 5.727892, Top1S acc: 64.000000, Top1T acc: 76.000000 Train:epoch: 11, loss@min: 13.554036, loss@max: 5.753532, Top1S acc: 72.000000, Top1T acc: 88.000000 Train:epoch: 12, loss@min: 12.985147, loss@max: 5.787925, Top1S acc: 80.000000, Top1T acc: 86.000000 Train:epoch: 13, loss@min: 12.506212, loss@max: 5.777305, Top1S acc: 84.000000, Top1T acc: 94.000000 Train:epoch: 14, loss@min: 11.905853, loss@max: 5.800629, Top1S acc: 87.000000, Top1T acc: 95.000000 Train:epoch: 15, loss@min: 11.324587, loss@max: 5.846016, Top1S acc: 88.000000, Top1T acc: 97.000000 Train:epoch: 16, loss@min: 10.927056, loss@max: 5.839450, Top1S acc: 92.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 10.389844, loss@max: 5.830832, Top1S acc: 94.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 9.889345, loss@max: 5.862532, Top1S acc: 97.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 9.436003, loss@max: 5.823068, Top1S acc: 97.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 8.967826, loss@max: 5.788418, Top1S acc: 98.000000, Top1T acc: 99.000000 Train:epoch: 21, loss@min: 8.541772, loss@max: 5.791512, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 8.019785, loss@max: 5.731260, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 7.695116, loss@max: 5.691085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 7.271274, loss@max: 5.654789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 6.885093, loss@max: 5.586859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 6.586371, loss@max: 5.546175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 6.208282, loss@max: 5.412622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 5.833823, loss@max: 5.371379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 5.497996, loss@max: 5.269394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 5.261503, loss@max: 5.148401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 4.981002, loss@max: 5.049213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 4.750965, loss@max: 4.956621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 4.507086, loss@max: 4.809129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 4.265146, loss@max: 4.713342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 4.144997, loss@max: 4.608417, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 3.862528, loss@max: 4.458489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 3.684557, loss@max: 4.323452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 3.519455, loss@max: 4.225522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 3.313310, loss@max: 4.135283, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 40, loss@min: 3.182383, loss@max: 4.030815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 3.012706, loss@max: 3.943825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 2.860622, loss@max: 3.880285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 2.718066, loss@max: 3.833312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 2.594262, loss@max: 3.687010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 2.405102, loss@max: 3.595746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 2.265504, loss@max: 3.522842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 2.188371, loss@max: 3.534660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 2.077038, loss@max: 3.428531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.963897, loss@max: 3.366537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.872038, loss@max: 3.344541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.799536, loss@max: 3.269643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.747556, loss@max: 3.236496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.682737, loss@max: 3.178684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.641191, loss@max: 3.122398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.590653, loss@max: 3.041550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.534045, loss@max: 3.010091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.478622, loss@max: 2.975772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.455402, loss@max: 2.951949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.438021, loss@max: 2.880037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.391703, loss@max: 2.845841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.345509, loss@max: 2.825911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.351678, loss@max: 2.786827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.260545, loss@max: 2.759838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.290291, loss@max: 2.678900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.291296, loss@max: 2.630751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.241891, loss@max: 2.638137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.263083, loss@max: 2.566157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.239977, loss@max: 2.542364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.257967, loss@max: 2.460325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.239813, loss@max: 2.432057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.241977, loss@max: 2.390277, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.194194, loss@max: 2.448703, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.218037, loss@max: 2.347044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.199045, loss@max: 2.324184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.230519, loss@max: 2.260304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.187129, loss@max: 2.272167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.192557, loss@max: 2.218736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.159631, loss@max: 2.276489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.199665, loss@max: 2.196381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.205800, loss@max: 2.143119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.190367, loss@max: 2.170472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.150607, loss@max: 2.158583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.199161, loss@max: 2.113163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 1.181756, loss@max: 2.080933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.172217, loss@max: 2.072433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.226843, loss@max: 2.106959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.216446, loss@max: 1.997196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.218115, loss@max: 1.968422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.151018, loss@max: 2.020706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.191969, loss@max: 1.966164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.210530, loss@max: 2.008564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.214087, loss@max: 1.948692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.161699, loss@max: 1.997780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.183848, loss@max: 1.929218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.181939, loss@max: 1.935125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.182466, loss@max: 1.909100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 1.175205, loss@max: 1.912592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.162809, loss@max: 1.919036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.194667, loss@max: 1.866347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.183545, loss@max: 1.900582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 29.110919, LT: 38.466871, Top1S: 79.634888, Top1T: 74.401627Best acc: 79.634888 Train:epoch: 101, loss@min: 1.163396, loss@max: 1.863214, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 12:55:37 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 12:55:46 2023 ------------------------------------------- Train:epoch: 1, loss@min: 8.544100, loss@max: 5.862203, Top1S acc: 59.000000, Top1T acc: 59.000000 Train:epoch: 2, loss@min: 161.815506, loss@max: 49.334892, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 3, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 4, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 5, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 6, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 7, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 8, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 9, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 10, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 11, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 12, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 13, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 14, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 15, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 16, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 17, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 18, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 19, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 20, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 21, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 22, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 23, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 24, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 25, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 26, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 27, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 28, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 29, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 30, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 31, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 32, loss@min: nan, loss@max: nan, Top1S acc: 1.000000, Top1T acc: 1.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 12:56:44 2023 ------------------------------------------- Train:epoch: 1, loss@min: 14.393682, loss@max: 5.087634, Top1S acc: 64.000000, Top1T acc: 57.000000 Train:epoch: 2, loss@min: 9.379972, loss@max: 4.840049, Top1S acc: 96.000000, Top1T acc: 97.000000 Train:epoch: 3, loss@min: 5.521941, loss@max: 4.742422, Top1S acc: 97.000000, Top1T acc: 99.000000 Train:epoch: 4, loss@min: 3.055807, loss@max: 4.532492, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 5, loss@min: 1.692838, loss@max: 4.166678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 1.150106, loss@max: 3.665401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.110466, loss@max: 3.301371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.883285, loss@max: 3.000491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.893097, loss@max: 2.694490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.868244, loss@max: 2.355170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.048219, loss@max: 2.006563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.310611, loss@max: 1.660384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.545888, loss@max: 1.392732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.472822, loss@max: 1.429960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.366789, loss@max: 1.464148, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.116686, loss@max: 1.558469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.090471, loss@max: 1.715476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.949417, loss@max: 1.827591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.862612, loss@max: 1.947767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.815972, loss@max: 1.918969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.862922, loss@max: 1.857838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.967569, loss@max: 1.734630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.125600, loss@max: 1.584361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.253690, loss@max: 1.480036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.213873, loss@max: 1.511681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.195854, loss@max: 1.549288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.104726, loss@max: 1.678057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.981249, loss@max: 1.754036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.988620, loss@max: 1.777158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.036385, loss@max: 1.744209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.092760, loss@max: 1.645112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.024310, loss@max: 1.694238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.931379, loss@max: 1.754848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.977517, loss@max: 1.727854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.039756, loss@max: 1.705994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.071176, loss@max: 1.662878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.037756, loss@max: 1.666520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.104733, loss@max: 1.581616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.037172, loss@max: 1.596379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.059500, loss@max: 1.564149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.071092, loss@max: 1.569210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.069543, loss@max: 1.567605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.044463, loss@max: 1.617229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.073907, loss@max: 1.599930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.121694, loss@max: 1.593370, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.080308, loss@max: 1.531719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.080154, loss@max: 1.624548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.938357, loss@max: 1.797275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.960644, loss@max: 1.752923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942543, loss@max: 1.705920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.934329, loss@max: 1.666406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.973527, loss@max: 1.634133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.065232, loss@max: 1.565957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.077653, loss@max: 1.556247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.036443, loss@max: 1.512764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.067817, loss@max: 1.564041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.026180, loss@max: 1.604985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.954689, loss@max: 1.620967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.032330, loss@max: 1.579643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.025486, loss@max: 1.540137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.030115, loss@max: 1.550535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.021857, loss@max: 1.574025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.975613, loss@max: 1.553412, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.034331, loss@max: 1.586591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.997772, loss@max: 1.531879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.027197, loss@max: 1.499709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.983713, loss@max: 1.550554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.961241, loss@max: 1.611076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.988268, loss@max: 1.575201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.990880, loss@max: 1.599019, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.051857, loss@max: 1.543812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.001980, loss@max: 1.526507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.999004, loss@max: 1.506103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.004009, loss@max: 1.580260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.048048, loss@max: 1.560124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.999846, loss@max: 1.508605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.994958, loss@max: 1.503436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.989208, loss@max: 1.523133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.004544, loss@max: 1.538686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.982323, loss@max: 1.493638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.996996, loss@max: 1.472361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.968493, loss@max: 1.532362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.941133, loss@max: 1.515861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.987164, loss@max: 1.531685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.003785, loss@max: 1.492855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.974777, loss@max: 1.467416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.993598, loss@max: 1.480092, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.967730, loss@max: 1.514723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.978627, loss@max: 1.497022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.974946, loss@max: 1.510820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.002437, loss@max: 1.458849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.982073, loss@max: 1.446251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.987381, loss@max: 1.462182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.986248, loss@max: 1.502535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.954174, loss@max: 1.505719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.995032, loss@max: 1.463215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.927013, loss@max: 1.512754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.922844, loss@max: 1.528576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.936355, loss@max: 1.480239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.995120, loss@max: 1.432327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 31.966498, LT: 46.668949, Top1S: 82.109535, Top1T: 75.334686Best acc: 82.109535 Train:epoch: 101, loss@min: 0.994884, loss@max: 1.405750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 31.804445, LT: 46.708416, Top1S: 82.190666, Top1T: 75.415825Best acc: 82.190666 Train:epoch: 102, loss@min: 1.017854, loss@max: 1.387959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 31.683305, LT: 46.520805, Top1S: 82.231239, Top1T: 75.415825Best acc: 82.231239 Train:epoch: 103, loss@min: 1.000260, loss@max: 1.435033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 31.587643, LT: 46.255037, Top1S: 82.393509, Top1T: 75.578094Best acc: 82.393509 Train:epoch: 104, loss@min: 1.024156, loss@max: 1.433128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 31.597333, LT: 45.901422, Top1S: 82.352943, Top1T: 75.943207 Train:epoch: 105, loss@min: 1.010752, loss@max: 1.392547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 31.681917, LT: 45.750880, Top1S: 82.312370, Top1T: 76.064911 Train:epoch: 106, loss@min: 0.954260, loss@max: 1.432081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 31.827321, LT: 45.702362, Top1S: 82.271805, Top1T: 76.146042 Train:epoch: 107, loss@min: 0.953394, loss@max: 1.441824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 32.027229, LT: 45.741902, Top1S: 82.028397, Top1T: 76.064911 Train:epoch: 108, loss@min: 0.953019, loss@max: 1.448292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 32.212808, LT: 45.752078, Top1S: 81.987831, Top1T: 75.943207 Train:epoch: 109, loss@min: 0.917625, loss@max: 1.500870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 32.348717, LT: 45.767942, Top1S: 81.947266, Top1T: 75.983772 Train:epoch: 110, loss@min: 0.940685, loss@max: 1.465188, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 32.427482, LT: 45.879561, Top1S: 81.906693, Top1T: 75.902634 Train:epoch: 111, loss@min: 0.956728, loss@max: 1.433419, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 32.430781, LT: 45.995441, Top1S: 81.906693, Top1T: 75.983772 Train:epoch: 112, loss@min: 0.951202, loss@max: 1.461579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 32.348234, LT: 46.112658, Top1S: 81.906693, Top1T: 75.943207 Train:epoch: 113, loss@min: 0.942648, loss@max: 1.426327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 32.232886, LT: 46.230743, Top1S: 82.028397, Top1T: 75.780937 Train:epoch: 114, loss@min: 0.945617, loss@max: 1.449987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 32.093926, LT: 46.303807, Top1S: 82.231239, Top1T: 75.983772 Train:epoch: 115, loss@min: 0.971944, loss@max: 1.426978, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:08:59 2023 ------------------------------------------- Train:epoch: 1, loss@min: 27.686232, loss@max: 7.417580, Top1S acc: 1.000000, Top1T acc: 1.000000 Train:epoch: 2, loss@min: 26.242657, loss@max: 7.338849, Top1S acc: 1.000000, Top1T acc: 2.000000 Train:epoch: 3, loss@min: 24.599754, loss@max: 7.243167, Top1S acc: 1.000000, Top1T acc: 2.000000 Train:epoch: 4, loss@min: 23.826370, loss@max: 7.169241, Top1S acc: 2.000000, Top1T acc: 5.000000 Train:epoch: 5, loss@min: 22.566128, loss@max: 7.110617, Top1S acc: 3.000000, Top1T acc: 1.000000 Train:epoch: 6, loss@min: 21.267750, loss@max: 6.997611, Top1S acc: 7.000000, Top1T acc: 4.000000 Train:epoch: 7, loss@min: 19.724194, loss@max: 6.911371, Top1S acc: 8.000000, Top1T acc: 10.000000 Train:epoch: 8, loss@min: 18.679848, loss@max: 6.897937, Top1S acc: 10.000000, Top1T acc: 7.000000 Train:epoch: 9, loss@min: 17.489031, loss@max: 6.785376, Top1S acc: 15.000000, Top1T acc: 15.000000 Train:epoch: 10, loss@min: 16.100979, loss@max: 6.696894, Top1S acc: 21.000000, Top1T acc: 23.000000 Train:epoch: 11, loss@min: 14.862121, loss@max: 6.617244, Top1S acc: 25.000000, Top1T acc: 27.000000 Train:epoch: 12, loss@min: 13.891819, loss@max: 6.553932, Top1S acc: 36.000000, Top1T acc: 28.000000 Train:epoch: 13, loss@min: 12.658117, loss@max: 6.502161, Top1S acc: 45.000000, Top1T acc: 39.000000 Train:epoch: 14, loss@min: 11.445523, loss@max: 6.411825, Top1S acc: 55.000000, Top1T acc: 51.000000 Train:epoch: 15, loss@min: 10.294853, loss@max: 6.312451, Top1S acc: 57.000000, Top1T acc: 59.000000 Train:epoch: 16, loss@min: 9.687330, loss@max: 6.241486, Top1S acc: 59.000000, Top1T acc: 64.000000 Train:epoch: 17, loss@min: 8.524112, loss@max: 6.114618, Top1S acc: 70.000000, Top1T acc: 69.000000 Train:epoch: 18, loss@min: 7.577565, loss@max: 5.972360, Top1S acc: 76.000000, Top1T acc: 77.000000 Train:epoch: 19, loss@min: 6.873501, loss@max: 5.805518, Top1S acc: 80.000000, Top1T acc: 85.000000 Train:epoch: 20, loss@min: 6.300972, loss@max: 5.670701, Top1S acc: 85.000000, Top1T acc: 85.000000 Train:epoch: 21, loss@min: 5.395298, loss@max: 5.541081, Top1S acc: 90.000000, Top1T acc: 93.000000 Train:epoch: 22, loss@min: 4.816340, loss@max: 5.294851, Top1S acc: 95.000000, Top1T acc: 93.000000 Train:epoch: 23, loss@min: 4.209268, loss@max: 5.106823, Top1S acc: 96.000000, Top1T acc: 97.000000 Train:epoch: 24, loss@min: 3.814270, loss@max: 4.967934, Top1S acc: 97.000000, Top1T acc: 97.000000 Train:epoch: 25, loss@min: 3.266890, loss@max: 4.696522, Top1S acc: 97.000000, Top1T acc: 97.000000 Train:epoch: 26, loss@min: 3.038668, loss@max: 4.525455, Top1S acc: 99.000000, Top1T acc: 97.000000 Train:epoch: 27, loss@min: 2.692085, loss@max: 4.453495, Top1S acc: 99.000000, Top1T acc: 98.000000 Train:epoch: 28, loss@min: 2.389231, loss@max: 4.092225, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 2.170210, loss@max: 3.954912, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 30, loss@min: 1.885361, loss@max: 3.914581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.856504, loss@max: 3.779813, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 32, loss@min: 1.636922, loss@max: 3.537148, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 33, loss@min: 1.460368, loss@max: 3.582559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.347323, loss@max: 3.559582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.284305, loss@max: 3.451015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.130938, loss@max: 3.338365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.064227, loss@max: 3.406286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.114618, loss@max: 3.161397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.012297, loss@max: 3.113402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.048098, loss@max: 2.978877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.046862, loss@max: 2.895257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.016141, loss@max: 2.749895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.996378, loss@max: 2.791422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.073539, loss@max: 2.631810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.020151, loss@max: 2.638713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.953092, loss@max: 2.661713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.044543, loss@max: 2.410709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.030931, loss@max: 2.454577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.074811, loss@max: 2.381279, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 50, loss@min: 1.063844, loss@max: 2.327899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.001028, loss@max: 2.345279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.128284, loss@max: 2.164527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.153210, loss@max: 2.149631, 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loss@max: 1.826337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.153631, loss@max: 1.800041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.098791, loss@max: 1.796785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.222163, loss@max: 1.796216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.140311, loss@max: 1.819485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.154588, loss@max: 1.735979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.188240, loss@max: 1.819233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.159123, loss@max: 1.803179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.085546, loss@max: 1.776657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.090357, loss@max: 1.769649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.110675, loss@max: 1.737878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.162552, loss@max: 1.714164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.132432, loss@max: 1.713846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.162536, loss@max: 1.693045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.135343, loss@max: 1.718961, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.113471, loss@max: 1.738868, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.104208, loss@max: 1.822074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.105196, loss@max: 1.729465, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.031422, loss@max: 1.768210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.039486, loss@max: 1.740109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.050864, loss@max: 1.721765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 1.068002, loss@max: 1.668062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.030205, loss@max: 1.751612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.034729, loss@max: 1.741304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.062239, loss@max: 1.735686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.060937, loss@max: 1.750936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.120828, loss@max: 1.714281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.018856, loss@max: 1.718529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.058474, loss@max: 1.680074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.103856, loss@max: 1.642494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.086170, loss@max: 1.656646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.039316, loss@max: 1.722678, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.086748, loss@max: 1.635617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.087034, loss@max: 1.609666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 1.081400, loss@max: 1.674120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.033461, loss@max: 1.702075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.065757, loss@max: 1.688923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.045805, loss@max: 1.665808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 77.410253, LT: 79.481011, Top1S: 67.748482, Top1T: 68.235298Best acc: 68.235298 Train:epoch: 101, loss@min: 1.010223, loss@max: 1.701786, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:12:10 2023 ------------------------------------------- Train:epoch: 1, loss@min: 18.148424, loss@max: 5.326086, Top1S acc: 14.000000, Top1T acc: 24.000000 Train:epoch: 2, loss@min: 16.526611, loss@max: 5.289252, Top1S acc: 46.000000, Top1T acc: 51.000000 Train:epoch: 3, loss@min: 14.845730, loss@max: 5.238817, Top1S acc: 74.000000, Top1T acc: 78.000000 Train:epoch: 4, loss@min: 13.118138, loss@max: 5.219137, Top1S acc: 86.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 11.243665, loss@max: 5.165522, Top1S acc: 93.000000, Top1T acc: 97.000000 Train:epoch: 6, loss@min: 9.466889, loss@max: 5.153003, Top1S acc: 97.000000, Top1T 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Train:epoch: 46, loss@min: 1.089783, loss@max: 1.523721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.037764, loss@max: 1.560004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.038053, loss@max: 1.524684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.014255, loss@max: 1.502732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.054338, loss@max: 1.489844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.022587, loss@max: 1.521754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.025146, loss@max: 1.532185, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.011256, loss@max: 1.526466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.997558, loss@max: 1.489623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.993551, loss@max: 1.513403, Top1S acc: 100.000000, 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loss@min: 0.953205, loss@max: 1.482817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.960414, loss@max: 1.463008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.001453, loss@max: 1.395797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.007158, loss@max: 1.417992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.001493, loss@max: 1.422362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.959626, loss@max: 1.437851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.952764, loss@max: 1.441938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.941336, loss@max: 1.457956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.949229, loss@max: 1.455844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.955835, loss@max: 1.451680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.944634, loss@max: 1.441144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.968042, loss@max: 1.421944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.971913, loss@max: 1.424690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.964967, loss@max: 1.445329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.991902, loss@max: 1.406568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.974763, loss@max: 1.420492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 36.084515, LT: 39.365587, Top1S: 80.811363, Top1T: 80.892494Best acc: 80.892494 Train:epoch: 101, loss@min: 0.948640, loss@max: 1.442601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 36.281618, LT: 39.165180, Top1S: 80.567955, Top1T: 81.135902Best acc: 81.135902 Train:epoch: 102, loss@min: 0.972976, loss@max: 1.413673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 36.362782, LT: 39.126690, Top1S: 80.567955, Top1T: 81.014198 Train:epoch: 103, loss@min: 0.967799, loss@max: 1.417608, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 36.412696, LT: 39.162392, Top1S: 80.811363, Top1T: 80.851929 Train:epoch: 104, loss@min: 0.995026, loss@max: 1.439487, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:16:33 2023 ------------------------------------------- Train:epoch: 1, loss@min: 20.878319, loss@max: 6.030961, Top1S acc: 1.000000, Top1T acc: 26.000000 Train:epoch: 2, loss@min: 19.287066, loss@max: 5.998848, Top1S acc: 1.000000, Top1T acc: 52.000000 Train:epoch: 3, loss@min: 17.655474, loss@max: 5.969712, Top1S acc: 1.000000, Top1T acc: 81.000000 Train:epoch: 4, loss@min: 16.041468, loss@max: 5.998849, Top1S acc: 1.000000, Top1T acc: 96.000000 Train:epoch: 5, loss@min: 14.354837, loss@max: 6.019503, Top1S acc: 1.000000, Top1T acc: 98.000000 Train:epoch: 6, loss@min: 12.928208, loss@max: 6.117812, Top1S acc: 2.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 11.679794, loss@max: 6.212336, Top1S acc: 5.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 10.637840, loss@max: 6.273684, Top1S acc: 6.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 10.029703, loss@max: 6.103423, Top1S acc: 7.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 9.590121, loss@max: 5.915834, Top1S acc: 8.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 9.219830, loss@max: 5.556854, Top1S acc: 10.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 8.942585, loss@max: 5.162007, Top1S acc: 12.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 8.782132, loss@max: 4.675755, Top1S acc: 16.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 8.552981, loss@max: 4.375414, Top1S acc: 20.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 8.231660, loss@max: 4.050423, Top1S acc: 22.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 7.955312, loss@max: 3.841697, Top1S acc: 26.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 7.672595, loss@max: 3.657144, Top1S acc: 27.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 7.376195, loss@max: 3.518291, Top1S acc: 30.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 7.103585, loss@max: 3.457262, Top1S acc: 38.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 6.952935, loss@max: 3.330244, Top1S acc: 41.000000, Top1T acc: 99.000000 Train:epoch: 21, loss@min: 6.587649, loss@max: 3.247010, Top1S acc: 46.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 6.300930, loss@max: 3.271342, Top1S acc: 49.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 6.049330, loss@max: 3.190056, Top1S acc: 52.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 5.811412, loss@max: 3.136759, Top1S acc: 59.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 5.642012, loss@max: 3.081198, Top1S acc: 63.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 5.437525, loss@max: 3.001983, Top1S acc: 67.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 5.222276, loss@max: 2.961560, Top1S acc: 73.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 5.072713, loss@max: 2.857025, Top1S acc: 73.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 4.856250, loss@max: 2.885701, Top1S acc: 75.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 4.699883, loss@max: 2.890620, Top1S acc: 78.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 4.473480, loss@max: 2.846747, Top1S acc: 81.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 4.276108, loss@max: 2.810836, Top1S acc: 85.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 4.218624, loss@max: 2.751760, Top1S acc: 87.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 4.055293, loss@max: 2.675288, Top1S acc: 89.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 3.910662, loss@max: 2.619655, Top1S acc: 91.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 3.739257, loss@max: 2.599155, Top1S acc: 93.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 3.573675, loss@max: 2.662966, Top1S acc: 93.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 3.436396, loss@max: 2.662834, Top1S acc: 94.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 3.282527, loss@max: 2.651126, Top1S acc: 97.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 3.206175, loss@max: 2.577168, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 3.117713, loss@max: 2.532874, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 3.065755, loss@max: 2.525379, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 2.954701, loss@max: 2.493446, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 2.853951, loss@max: 2.455288, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 2.772098, loss@max: 2.447210, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 2.605178, loss@max: 2.487212, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 2.549211, loss@max: 2.477648, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 2.502677, loss@max: 2.414255, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 2.431839, loss@max: 2.392236, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 2.381309, loss@max: 2.315983, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 2.316390, loss@max: 2.295834, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 2.238173, loss@max: 2.305543, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 2.193867, loss@max: 2.278094, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 2.156569, loss@max: 2.270672, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 2.081981, loss@max: 2.276193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 2.080234, loss@max: 2.207177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 2.009612, loss@max: 2.225275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.994192, loss@max: 2.150597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.942505, loss@max: 2.132507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.899343, loss@max: 2.150589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.903589, loss@max: 2.116798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.828138, loss@max: 2.132679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.800391, loss@max: 2.106531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.766877, loss@max: 2.092986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.727992, loss@max: 2.116556, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.778326, loss@max: 2.046460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.733244, loss@max: 2.014210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.711450, loss@max: 2.015950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.707688, loss@max: 1.975790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.692079, loss@max: 1.993428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.654543, loss@max: 1.979706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.603398, loss@max: 2.025501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.579857, loss@max: 2.000412, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.593856, loss@max: 1.940126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.565582, loss@max: 1.947853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.587352, loss@max: 1.921986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.591390, loss@max: 1.904044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.593778, loss@max: 1.861564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.556697, loss@max: 1.871802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.546249, loss@max: 1.870184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.550529, loss@max: 1.874791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.543382, loss@max: 1.875535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.489584, loss@max: 1.889692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 1.497197, loss@max: 1.866021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.464465, loss@max: 1.879436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.465151, loss@max: 1.874306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.493695, loss@max: 1.834770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.485406, loss@max: 1.832811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.488374, loss@max: 1.812514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.452040, loss@max: 1.808380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.453485, loss@max: 1.791844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.424656, loss@max: 1.819886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.445359, loss@max: 1.795268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.450244, loss@max: 1.783196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.433167, loss@max: 1.799384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.441955, loss@max: 1.762996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 1.448876, loss@max: 1.756230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.434620, loss@max: 1.766236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.428648, loss@max: 1.759485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.431391, loss@max: 1.742972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 81.874102, LT: 86.660612, Top1S: 61.338741, Top1T: 63.245438Best acc: 63.245438 Train:epoch: 101, loss@min: 1.399213, loss@max: 1.761005, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 82.050527, LT: 86.406626, Top1S: 61.460445, Top1T: 63.286003Best acc: 63.286003 Train:epoch: 102, loss@min: 1.400514, loss@max: 1.760643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 82.148373, LT: 86.112192, Top1S: 61.379311, Top1T: 63.286003 Train:epoch: 103, loss@min: 1.387084, loss@max: 1.753386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 82.086001, LT: 85.960490, Top1S: 61.460445, Top1T: 63.286003 Train:epoch: 104, loss@min: 1.403030, loss@max: 1.778914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 82.084580, LT: 85.794333, Top1S: 61.501015, Top1T: 63.245438 Train:epoch: 105, loss@min: 1.381997, loss@max: 1.747316, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:23:00 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:25:02 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:26:14 2023 ------------------------------------------- Train:epoch: 1, loss@min: 8.889149, loss@max: 2.762159, Top1S acc: 100.000000, Top1T acc: 19.000000 Train:epoch: 2, loss@min: 7.381962, loss@max: 2.564345, Top1S acc: 100.000000, Top1T acc: 61.000000 Train:epoch: 3, loss@min: 5.943881, loss@max: 2.357731, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 4, loss@min: 4.616279, loss@max: 2.143723, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 5, loss@min: 3.471825, loss@max: 1.937684, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 6, loss@min: 2.628467, loss@max: 1.784484, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 7, loss@min: 1.901279, loss@max: 1.643024, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.408899, loss@max: 1.548377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.102148, loss@max: 1.497131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.966006, loss@max: 1.484700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.883009, loss@max: 1.451776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.843004, loss@max: 1.388432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.923918, loss@max: 1.338109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.941942, loss@max: 1.232874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.004455, loss@max: 1.171722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.044802, loss@max: 1.141584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.029461, loss@max: 1.140668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.985994, loss@max: 1.180809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.942811, loss@max: 1.232407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.971493, loss@max: 1.298334, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 21, loss@min: 0.898785, loss@max: 1.279109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.912710, loss@max: 1.274174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.946345, loss@max: 1.248322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.962424, loss@max: 1.234291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.961235, loss@max: 1.237520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.946776, loss@max: 1.266578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.912797, loss@max: 1.294128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.889650, loss@max: 1.323345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.883668, loss@max: 1.333155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.897293, loss@max: 1.322985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.924469, loss@max: 1.302316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.937563, loss@max: 1.294173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.934301, loss@max: 1.300928, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.917827, loss@max: 1.319834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.915850, loss@max: 1.327956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.920588, loss@max: 1.326844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.935561, loss@max: 1.314061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.943355, loss@max: 1.307801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.946392, loss@max: 1.307590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.946544, loss@max: 1.311372, 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loss@min: 0.943134, loss@max: 1.344939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.941184, loss@max: 1.347728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.941757, loss@max: 1.348503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.941203, loss@max: 1.349679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.941764, loss@max: 1.349630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.944952, loss@max: 1.346790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947049, loss@max: 1.346749, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.945526, loss@max: 1.347418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.944063, loss@max: 1.349552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.942773, loss@max: 1.351969, Top1S acc: 100.000000, Top1T acc: 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1.355533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.943483, loss@max: 1.355410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.946511, loss@max: 1.352610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.947022, loss@max: 1.354081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.946214, loss@max: 1.353397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.946850, loss@max: 1.353373, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.945748, loss@max: 1.354232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.943191, loss@max: 1.356739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.942072, loss@max: 1.357301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.943346, loss@max: 1.358329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.941880, loss@max: 1.358568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.944884, loss@max: 1.354604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 108.383106, LT: 109.931673, Top1S: 66.977692, Top1T: 66.653145Best acc: 66.977692 Train:epoch: 101, loss@min: 0.944153, loss@max: 1.355933, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:28:58 2023 ------------------------------------------- Train:epoch: 1, loss@min: 8.889149, loss@max: 2.762159, Top1S acc: 100.000000, Top1T acc: 19.000000 Train:epoch: 2, loss@min: 7.381962, loss@max: 2.564345, Top1S acc: 100.000000, Top1T acc: 61.000000 Train:epoch: 3, loss@min: 5.943881, loss@max: 2.357731, 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100.000000 Train:epoch: 82, loss@min: 0.949694, loss@max: 1.356716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.946139, loss@max: 1.352285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.945191, loss@max: 1.352947, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.945919, loss@max: 1.352973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.941967, loss@max: 1.357177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.941639, loss@max: 1.357528, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.942191, loss@max: 1.358508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.943804, loss@max: 1.355533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.943483, loss@max: 1.355410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.946511, loss@max: 1.352610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.947022, loss@max: 1.354081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.946214, loss@max: 1.353397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.946850, loss@max: 1.353373, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.945748, loss@max: 1.354232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.943191, loss@max: 1.356739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.942072, loss@max: 1.357301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.943346, loss@max: 1.358329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.941880, loss@max: 1.358568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.944884, loss@max: 1.354604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 108.383106, LT: 109.931673, Top1S: 66.977692, Top1T: 66.653145Best acc: 66.977692 Train:epoch: 101, loss@min: 0.944153, loss@max: 1.355933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 108.182238, LT: 109.955669, Top1S: 66.937119, Top1T: 66.653145 Train:epoch: 102, loss@min: 0.947098, loss@max: 1.356166, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 108.189529, LT: 110.115698, Top1S: 66.896553, Top1T: 66.612579{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:32:32 2023 ------------------------------------------- Train:epoch: 1, loss@min: 7.956652, loss@max: 2.511697, Top1S acc: 100.000000, Top1T acc: 34.000000 Train:epoch: 2, loss@min: 5.760225, loss@max: 2.117255, Top1S acc: 100.000000, Top1T acc: 76.000000 Train:epoch: 3, loss@min: 4.201523, loss@max: 1.848404, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 4, loss@min: 3.024642, loss@max: 1.643216, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 5, loss@min: 2.166656, loss@max: 1.488201, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 6, loss@min: 1.661314, loss@max: 1.418275, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 1.277978, loss@max: 1.368374, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 8, loss@min: 1.058393, loss@max: 1.362631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.917360, loss@max: 1.373167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.841352, loss@max: 1.396572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.799498, loss@max: 1.404882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.784735, loss@max: 1.384494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.832686, loss@max: 1.365286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.848986, loss@max: 1.294629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.902065, loss@max: 1.241398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.963654, loss@max: 1.193463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.000389, loss@max: 1.153401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.018576, loss@max: 1.147242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.010650, loss@max: 1.158072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.015844, loss@max: 1.206203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.949116, loss@max: 1.222692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.916886, loss@max: 1.266674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.897899, loss@max: 1.287977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.893389, loss@max: 1.300938, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.900757, loss@max: 1.296599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.919236, loss@max: 1.286006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.933981, loss@max: 1.275270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.941281, loss@max: 1.270697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.941011, loss@max: 1.275283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.930710, loss@max: 1.289216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.920226, loss@max: 1.305597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.910998, loss@max: 1.319065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.905985, loss@max: 1.328141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.904340, loss@max: 1.332227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.915832, loss@max: 1.327461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.929417, loss@max: 1.317211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.942701, loss@max: 1.306396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.947677, loss@max: 1.301889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.946813, loss@max: 1.305699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.944137, loss@max: 1.312329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.941820, loss@max: 1.318986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.939786, loss@max: 1.322621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.935229, loss@max: 1.328720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.936813, loss@max: 1.328830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.939533, loss@max: 1.329129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.943730, loss@max: 1.330464, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.945332, loss@max: 1.328529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.942910, loss@max: 1.329959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.942731, loss@max: 1.333254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.937805, loss@max: 1.339448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.934327, loss@max: 1.344226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.933539, loss@max: 1.346061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.936637, loss@max: 1.345056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.939623, loss@max: 1.343687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.940372, loss@max: 1.343520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.943549, loss@max: 1.341037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.942740, loss@max: 1.346272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.943782, loss@max: 1.342640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.942876, loss@max: 1.345039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.942014, loss@max: 1.346099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.943643, loss@max: 1.345764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.941608, loss@max: 1.347733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.940978, loss@max: 1.349435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.940214, loss@max: 1.350528, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.944540, loss@max: 1.346978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.944618, loss@max: 1.348198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.947064, loss@max: 1.345975, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.944663, loss@max: 1.348779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.942837, loss@max: 1.351191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.942804, loss@max: 1.352060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.939874, loss@max: 1.355001, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.943897, loss@max: 1.352527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.943434, loss@max: 1.351750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.944610, loss@max: 1.350950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.943571, loss@max: 1.352343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.944532, loss@max: 1.351879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.941394, loss@max: 1.355205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.944127, loss@max: 1.352516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.943075, loss@max: 1.353778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.942506, loss@max: 1.354959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.943685, loss@max: 1.354205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.950556, loss@max: 1.359968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.945215, loss@max: 1.352637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.945077, loss@max: 1.353110, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.948038, loss@max: 1.350582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.945026, loss@max: 1.352864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.946257, loss@max: 1.352623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.944673, loss@max: 1.357114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.942962, loss@max: 1.356032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.941344, loss@max: 1.357242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.941386, loss@max: 1.357410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.942889, loss@max: 1.357602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.943614, loss@max: 1.356380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.947412, loss@max: 1.352133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.947427, loss@max: 1.352443, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.945295, loss@max: 1.354245, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.946693, loss@max: 1.352810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.947343, loss@max: 1.353660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.946170, loss@max: 1.355408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.942968, loss@max: 1.356482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 96.927046, LT: 99.554036, Top1S: 67.018257, Top1T: 66.369171Best acc: 67.018257 Train:epoch: 101, loss@min: 0.940804, loss@max: 1.359263, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 96.951943, LT: 99.490906, Top1S: 67.099388, Top1T: 66.409737Best acc: 67.099388 Train:epoch: 102, loss@min: 0.941879, loss@max: 1.358618, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:35:47 2023 ------------------------------------------- Train:epoch: 1, loss@min: 8.131758, loss@max: 2.543637, Top1S acc: 100.000000, Top1T acc: 20.000000 Train:epoch: 2, loss@min: 5.190654, loss@max: 1.956877, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 3, loss@min: 3.731190, loss@max: 1.703751, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 4, loss@min: 2.575198, loss@max: 1.492636, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.804077, loss@max: 1.356393, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 6, loss@min: 1.318277, loss@max: 1.275328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 1.077763, loss@max: 1.267581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.981727, loss@max: 1.305395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.844080, loss@max: 1.330538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.791675, loss@max: 1.363897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.766968, loss@max: 1.384426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.777985, loss@max: 1.383210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.792776, loss@max: 1.344240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.833889, loss@max: 1.297405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.883383, loss@max: 1.243036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.947099, loss@max: 1.196525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.985153, loss@max: 1.161244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.007300, loss@max: 1.152498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.000981, loss@max: 1.157607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.980215, loss@max: 1.182125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.950129, loss@max: 1.216675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.920376, loss@max: 1.251670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.909045, loss@max: 1.275972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.896963, loss@max: 1.291415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.902970, loss@max: 1.290777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.917797, loss@max: 1.281246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.925548, loss@max: 1.276977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.934967, loss@max: 1.272956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.936383, loss@max: 1.277633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.931773, loss@max: 1.287428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.923919, loss@max: 1.297650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.917196, loss@max: 1.309384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.910680, loss@max: 1.320430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.907993, loss@max: 1.328051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.922921, loss@max: 1.336413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.921039, loss@max: 1.321978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.930069, loss@max: 1.315453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.942105, loss@max: 1.307008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.956333, loss@max: 1.311236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.948539, loss@max: 1.306833, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.946761, loss@max: 1.311316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.937857, loss@max: 1.324548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.938871, loss@max: 1.328154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.935806, loss@max: 1.334202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.936320, loss@max: 1.331127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.939887, loss@max: 1.331457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.949255, loss@max: 1.330918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.945030, loss@max: 1.330030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.946614, loss@max: 1.329118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.939485, loss@max: 1.337771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.936194, loss@max: 1.342097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.935561, loss@max: 1.345287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.939036, loss@max: 1.342156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.946253, loss@max: 1.352816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.939163, loss@max: 1.344191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.942657, loss@max: 1.341908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.944342, loss@max: 1.341083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.941925, loss@max: 1.344191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.943117, loss@max: 1.344113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.940833, loss@max: 1.347065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.943092, loss@max: 1.345120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.942145, loss@max: 1.347605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.941440, loss@max: 1.348777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.943376, loss@max: 1.347420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.944902, loss@max: 1.346469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.942418, loss@max: 1.349554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.941846, loss@max: 1.350468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.943407, loss@max: 1.349447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.942507, loss@max: 1.350782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.945152, loss@max: 1.348516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.943703, loss@max: 1.350872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.943391, loss@max: 1.351060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.943915, loss@max: 1.351213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.943036, loss@max: 1.352585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.942573, loss@max: 1.352991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.940591, loss@max: 1.355158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.942638, loss@max: 1.353430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.944873, loss@max: 1.351982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.946156, loss@max: 1.350601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.945700, loss@max: 1.351113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.946201, loss@max: 1.351143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.945823, loss@max: 1.351326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.942213, loss@max: 1.355310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.942450, loss@max: 1.355664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.942253, loss@max: 1.355493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.942549, loss@max: 1.356333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.943603, loss@max: 1.354166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.944036, loss@max: 1.354555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.944210, loss@max: 1.354079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.944362, loss@max: 1.354248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.946222, loss@max: 1.353597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.944447, loss@max: 1.354071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.944964, loss@max: 1.353845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.945664, loss@max: 1.354008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.945077, loss@max: 1.354556, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.944923, loss@max: 1.353999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.944801, loss@max: 1.354531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.942350, loss@max: 1.356823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.942354, loss@max: 1.356488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.941916, loss@max: 1.357633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 104.900643, LT: 106.459130, Top1S: 68.194725, Top1T: 67.870186Best acc: 68.194725 Train:epoch: 101, loss@min: 0.942220, loss@max: 1.357221, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:38:43 2023 ------------------------------------------- Train:epoch: 1, loss@min: 19.127911, loss@max: 5.966008, Top1S acc: 1.000000, Top1T acc: 44.000000 Train:epoch: 2, loss@min: 16.087238, loss@max: 5.901211, Top1S acc: 1.000000, Top1T acc: 91.000000 Train:epoch: 3, loss@min: 13.785537, loss@max: 5.995556, Top1S acc: 1.000000, Top1T acc: 99.000000 Train:epoch: 4, loss@min: 12.121302, loss@max: 6.093270, Top1S acc: 1.000000, Top1T acc: 100.000000 Train:epoch: 5, loss@min: 11.294619, loss@max: 6.073580, Top1S acc: 1.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 10.753898, loss@max: 5.822546, Top1S acc: 2.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 10.405183, loss@max: 5.458262, Top1S acc: 5.000000, Top1T acc: 99.000000 Train:epoch: 8, loss@min: 10.241523, loss@max: 4.893504, Top1S acc: 6.000000, Top1T acc: 99.000000 Train:epoch: 9, loss@min: 10.009740, loss@max: 4.338313, Top1S acc: 7.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 9.827281, loss@max: 3.945075, Top1S acc: 8.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 9.508757, loss@max: 3.683465, Top1S acc: 10.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 9.309588, loss@max: 3.539256, Top1S acc: 12.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 8.997961, loss@max: 3.459907, Top1S acc: 16.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 8.568725, loss@max: 3.495337, Top1S acc: 20.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 8.096062, loss@max: 3.629759, Top1S acc: 22.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 7.769508, loss@max: 3.496275, Top1S acc: 25.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 7.535875, loss@max: 3.442454, Top1S acc: 27.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 7.308409, loss@max: 3.426385, Top1S acc: 28.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 7.127532, loss@max: 3.327489, Top1S acc: 37.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 6.810754, loss@max: 3.256105, Top1S acc: 41.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 6.558901, loss@max: 3.223041, Top1S acc: 46.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 6.329318, loss@max: 3.169310, Top1S acc: 49.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 6.189510, loss@max: 3.066624, Top1S acc: 52.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 5.911973, loss@max: 3.056290, Top1S acc: 57.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 5.656766, loss@max: 3.080349, Top1S acc: 62.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 5.529564, loss@max: 3.019248, Top1S acc: 68.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 5.301670, loss@max: 2.943887, Top1S acc: 73.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 5.068327, loss@max: 2.953052, Top1S acc: 73.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 4.832897, loss@max: 2.971193, Top1S acc: 76.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 4.677285, loss@max: 2.939045, Top1S acc: 78.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 4.493346, loss@max: 2.895197, Top1S acc: 83.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 4.358570, loss@max: 2.911819, Top1S acc: 85.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 4.156156, loss@max: 2.844115, Top1S acc: 86.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 4.025373, loss@max: 2.814373, Top1S acc: 89.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 3.938878, loss@max: 2.753617, Top1S acc: 91.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 3.738283, loss@max: 2.724952, Top1S acc: 92.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 3.634529, loss@max: 2.720005, Top1S acc: 94.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 3.434591, loss@max: 2.683504, Top1S acc: 96.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 3.353194, loss@max: 2.607462, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 3.205403, loss@max: 2.606550, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 3.154830, loss@max: 2.546836, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 3.002548, loss@max: 2.541441, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 2.922035, loss@max: 2.537596, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 2.811245, loss@max: 2.526933, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 2.722233, loss@max: 2.485879, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 2.624792, loss@max: 2.498917, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 2.538929, loss@max: 2.511621, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 2.489845, loss@max: 2.471357, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 2.369285, loss@max: 2.423690, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 2.344083, loss@max: 2.349452, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 2.312529, loss@max: 2.324950, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 2.318417, loss@max: 2.304155, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 2.212543, loss@max: 2.278233, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 2.178696, loss@max: 2.326213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 2.101404, loss@max: 2.257538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 2.046518, loss@max: 2.214982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.968032, loss@max: 2.269250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.895018, loss@max: 2.260607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.922641, loss@max: 2.219475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.892859, loss@max: 2.198030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.812548, loss@max: 2.228981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.818291, loss@max: 2.140291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.775196, loss@max: 2.114479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.785796, loss@max: 2.085182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.825077, loss@max: 2.035273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.733895, loss@max: 2.062896, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.734676, loss@max: 2.011376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.747981, loss@max: 1.981920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.698339, loss@max: 2.057252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.608552, loss@max: 2.052152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.601651, loss@max: 1.979254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.574966, loss@max: 1.993176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.563353, loss@max: 2.008009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.592025, loss@max: 1.967455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.542982, loss@max: 1.947735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.591819, loss@max: 1.908932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.586098, loss@max: 1.874907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.582683, loss@max: 1.870588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.591264, loss@max: 1.831134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.562348, loss@max: 1.847354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.525382, loss@max: 1.841242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.473957, loss@max: 1.887821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.457156, loss@max: 1.869364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 1.445102, loss@max: 1.875402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.427708, loss@max: 1.871349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.416155, loss@max: 1.843275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.484102, loss@max: 1.758851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.514407, loss@max: 1.747791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.462891, loss@max: 1.764792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.493045, loss@max: 1.726181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.488272, loss@max: 1.720096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.447364, loss@max: 1.744318, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.432432, loss@max: 1.758066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.412995, loss@max: 1.759518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.379774, loss@max: 1.767447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.395017, loss@max: 1.771633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 1.394827, loss@max: 1.740903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.401107, loss@max: 1.750980, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.409108, loss@max: 1.727897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.402950, loss@max: 1.706730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 78.887248, LT: 92.734032, Top1S: 61.135902, Top1T: 59.148075Best acc: 61.135902 Train:epoch: 101, loss@min: 1.393145, loss@max: 1.697993, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 78.828971, LT: 92.994376, Top1S: 61.217037, Top1T: 59.269775Best acc: 61.217037 Train:epoch: 102, loss@min: 1.406384, loss@max: 1.676228, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:42:13 2023 ------------------------------------------- Train:epoch: 1, loss@min: 17.984592, loss@max: 6.179829, Top1S acc: 1.000000, Top1T acc: 51.000000 Train:epoch: 2, loss@min: 14.040976, loss@max: 6.251271, Top1S acc: 1.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 12.080406, loss@max: 6.459366, Top1S acc: 1.000000, Top1T acc: 100.000000 Train:epoch: 4, loss@min: 11.429173, loss@max: 6.444259, Top1S acc: 1.000000, Top1T acc: 99.000000 Train:epoch: 5, loss@min: 11.083544, loss@max: 5.945896, Top1S acc: 1.000000, Top1T acc: 99.000000 Train:epoch: 6, loss@min: 10.838521, loss@max: 5.362012, Top1S acc: 2.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 10.593950, loss@max: 4.732111, Top1S acc: 5.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 10.640813, loss@max: 4.192502, Top1S acc: 6.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 10.387568, loss@max: 3.915282, Top1S acc: 7.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 10.178212, loss@max: 3.730069, Top1S acc: 8.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 9.742230, loss@max: 3.743578, Top1S acc: 9.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 9.357674, loss@max: 3.883395, Top1S acc: 12.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 8.867584, loss@max: 3.942397, Top1S acc: 16.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 8.453907, loss@max: 4.020702, Top1S acc: 20.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 8.076991, loss@max: 4.126985, Top1S acc: 22.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 7.910376, loss@max: 3.912606, Top1S acc: 24.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 7.668993, loss@max: 3.776622, Top1S acc: 27.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 7.505804, loss@max: 3.723827, Top1S acc: 28.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 7.382847, loss@max: 3.583999, Top1S acc: 34.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 7.008533, loss@max: 3.508258, Top1S acc: 41.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 6.809459, loss@max: 3.397781, Top1S acc: 45.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 6.503427, loss@max: 3.480873, Top1S acc: 48.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 6.286095, loss@max: 3.481004, Top1S acc: 50.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 5.960514, loss@max: 3.629300, Top1S acc: 55.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 5.736906, loss@max: 3.534615, Top1S acc: 59.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 5.566287, loss@max: 3.462437, Top1S acc: 67.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 5.525681, loss@max: 3.256088, Top1S acc: 71.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 5.388534, loss@max: 3.202155, Top1S acc: 72.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 5.146215, loss@max: 3.144789, Top1S acc: 74.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 4.875477, loss@max: 3.173734, Top1S acc: 75.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 4.633679, loss@max: 3.297139, Top1S acc: 80.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 4.421491, loss@max: 3.258433, Top1S acc: 84.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 4.200257, loss@max: 3.234040, Top1S acc: 86.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 4.143307, loss@max: 3.086470, Top1S acc: 87.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 4.148050, loss@max: 3.096917, Top1S acc: 88.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 3.843992, loss@max: 3.144968, Top1S acc: 92.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 3.781349, loss@max: 3.122896, Top1S acc: 93.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 3.675331, loss@max: 3.013480, Top1S acc: 94.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 3.551792, loss@max: 3.029784, Top1S acc: 94.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 3.396656, loss@max: 2.974408, Top1S acc: 97.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 3.262728, loss@max: 2.986659, Top1S acc: 97.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 3.101931, loss@max: 3.039243, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 3.051546, loss@max: 2.964442, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 2.926218, loss@max: 2.961852, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 2.850798, loss@max: 2.930989, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 2.779737, loss@max: 2.949723, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 2.718287, loss@max: 2.846732, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 2.694557, loss@max: 2.825551, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 2.560086, loss@max: 2.850766, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 2.503738, loss@max: 2.837219, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 2.492034, loss@max: 2.821444, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 2.388536, loss@max: 2.871597, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 2.228283, loss@max: 2.866738, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 2.257678, loss@max: 2.843027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 2.208534, loss@max: 2.819033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 2.258028, loss@max: 2.708639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 2.237768, loss@max: 2.673027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 2.037572, loss@max: 2.609072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 2.018017, loss@max: 2.649694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.869474, loss@max: 2.685917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.888361, loss@max: 2.645990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.927922, loss@max: 2.511623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.986570, loss@max: 2.478948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.991713, loss@max: 2.465482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.916170, loss@max: 2.454822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.804688, loss@max: 2.458590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.766535, loss@max: 2.428271, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.725584, loss@max: 2.398935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.714304, loss@max: 2.498077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.721889, loss@max: 2.441100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.660634, loss@max: 2.343803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.709625, loss@max: 2.347141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.636629, loss@max: 2.388374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.625440, loss@max: 2.277133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.583407, loss@max: 2.352251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.611951, loss@max: 2.247496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.674046, loss@max: 2.236335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.652555, loss@max: 2.328306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.656817, loss@max: 2.179445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.574151, loss@max: 2.154197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.548190, loss@max: 2.218785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.531380, loss@max: 2.204240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.530996, loss@max: 2.209916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 1.512056, loss@max: 2.204813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.518583, loss@max: 2.205312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.479772, loss@max: 2.153723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.541276, loss@max: 2.069450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.523337, loss@max: 2.114763, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.493149, loss@max: 2.125675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.498421, loss@max: 2.115251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.477837, loss@max: 2.071321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.464397, loss@max: 2.083390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.435433, loss@max: 2.076943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.468261, loss@max: 2.009003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.490245, loss@max: 2.000296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.462519, loss@max: 1.983094, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 1.444836, loss@max: 2.026007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.457086, loss@max: 2.001849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.461203, loss@max: 1.981200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.447838, loss@max: 1.947642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 91.553405, LT: 91.864629, Top1S: 61.501015, Top1T: 64.381340Best acc: 64.381340 Train:epoch: 101, loss@min: 1.416130, loss@max: 1.991769, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:44:53 2023 ------------------------------------------- Train:epoch: 1, loss@min: 14.528446, loss@max: 5.133625, Top1S acc: 34.000000, Top1T acc: 44.000000 Train:epoch: 2, loss@min: 9.286535, loss@max: 4.778551, Top1S acc: 89.000000, Top1T acc: 88.000000 Train:epoch: 3, loss@min: 5.724080, loss@max: 4.587950, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 4, loss@min: 3.513650, loss@max: 4.384714, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 5, loss@min: 2.160336, loss@max: 3.970187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 1.391688, loss@max: 3.661598, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 1.014556, loss@max: 3.403657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.021926, loss@max: 3.225572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.908577, loss@max: 3.125444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.877713, loss@max: 2.959441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.727771, loss@max: 2.798986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.660289, loss@max: 2.591604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.700246, loss@max: 2.330239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.882354, loss@max: 2.095521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.080798, loss@max: 1.948054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.385184, loss@max: 1.562611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.591033, loss@max: 1.322302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.604094, loss@max: 1.273001, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.571015, loss@max: 1.291100, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.346196, loss@max: 1.466348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.124363, loss@max: 1.611400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.972155, loss@max: 1.788873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.972706, loss@max: 1.763819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.849373, loss@max: 1.956152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.848058, loss@max: 1.905138, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.862708, loss@max: 1.933812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.985057, loss@max: 1.877417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.981823, loss@max: 1.823578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.000841, loss@max: 1.779719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.970875, loss@max: 1.786466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.986922, loss@max: 1.709636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.080670, loss@max: 1.594672, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.135659, loss@max: 1.582080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.239962, loss@max: 1.500376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.221918, loss@max: 1.556102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.038596, loss@max: 1.659627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.079438, loss@max: 1.733162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.123396, loss@max: 1.699519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.062901, loss@max: 1.677141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.122132, loss@max: 1.753143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.000670, loss@max: 1.794244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.957545, loss@max: 1.790280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.965576, loss@max: 1.820019, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.038854, loss@max: 1.863442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.027544, loss@max: 1.720973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.020368, loss@max: 1.792121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.105530, loss@max: 1.754526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.105883, loss@max: 1.702141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.052970, loss@max: 1.656981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.126061, loss@max: 1.706985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.110252, loss@max: 1.666961, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.086409, loss@max: 1.615807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.101618, loss@max: 1.728087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.073921, loss@max: 1.770404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.140952, loss@max: 1.723929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.130651, loss@max: 1.684540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.023570, loss@max: 1.673205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.983726, loss@max: 1.652070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.991162, loss@max: 1.736162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.050105, loss@max: 1.802344, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.087238, loss@max: 1.745215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.096172, loss@max: 1.680849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.048557, loss@max: 1.585729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.032756, loss@max: 1.597329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.041911, loss@max: 1.693501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.078996, loss@max: 1.670086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.970633, loss@max: 1.647328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.000847, loss@max: 1.619324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.980229, loss@max: 1.624664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.017809, loss@max: 1.643103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.009252, loss@max: 1.559891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.042129, loss@max: 1.562176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.979503, loss@max: 1.588932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.009548, loss@max: 1.510683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.990817, loss@max: 1.605996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.049431, loss@max: 1.566928, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.052423, loss@max: 1.552073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.036119, loss@max: 1.580886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.063374, loss@max: 1.522049, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.069118, loss@max: 1.501672, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.018020, loss@max: 1.567826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.003865, loss@max: 1.536328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.963839, loss@max: 1.658917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.967720, loss@max: 1.608893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.990896, loss@max: 1.572803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.961295, loss@max: 1.618400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.016134, loss@max: 1.497684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.062073, loss@max: 1.535514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.989550, loss@max: 1.518640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.991070, loss@max: 1.552392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.986560, loss@max: 1.529526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.968556, loss@max: 1.568612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.957884, loss@max: 1.560709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.988264, loss@max: 1.552708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.002072, loss@max: 1.483653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.986609, loss@max: 1.472247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.962682, loss@max: 1.500255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.946741, loss@max: 1.493941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.020813, loss@max: 1.488172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.021700, loss@max: 1.454790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 36.042047, LT: 44.006517, Top1S: 84.868156, Top1T: 82.636917Best acc: 84.868156 Train:epoch: 101, loss@min: 1.011297, loss@max: 1.498434, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 35.993629, LT: 43.810539, Top1S: 84.868156, Top1T: 82.636917 Train:epoch: 102, loss@min: 0.972991, loss@max: 1.486409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 35.961485, LT: 43.553620, Top1S: 84.868156, Top1T: 82.718056 Train:epoch: 103, loss@min: 0.959654, loss@max: 1.494832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 35.891462, LT: 43.341405, Top1S: 84.665314, Top1T: 82.799187 Train:epoch: 104, loss@min: 0.954571, loss@max: 1.516012, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 35.730197, LT: 43.333402, Top1S: 84.503044, Top1T: 82.880325 Train:epoch: 105, loss@min: 0.902080, loss@max: 1.558958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 35.541442, LT: 43.431041, Top1S: 84.584175, Top1T: 82.636917 Train:epoch: 106, loss@min: 0.977279, loss@max: 1.484203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 35.450270, LT: 43.547241, Top1S: 84.503044, Top1T: 82.596352 Train:epoch: 107, loss@min: 0.959909, loss@max: 1.446114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 35.427308, LT: 43.588059, Top1S: 84.503044, Top1T: 82.636917 Train:epoch: 108, loss@min: 0.964089, loss@max: 1.481726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 35.477724, LT: 43.561818, Top1S: 84.421906, Top1T: 82.636917 Train:epoch: 109, loss@min: 0.982838, loss@max: 1.446675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 35.570375, LT: 43.521228, Top1S: 84.503044, Top1T: 82.758621 Train:epoch: 110, loss@min: 1.035753, loss@max: 1.391493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 35.642073, LT: 43.482829, Top1S: 84.584175, Top1T: 82.758621 Train:epoch: 111, loss@min: 1.004093, loss@max: 1.426505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 35.695890, LT: 43.425401, Top1S: 84.868156, Top1T: 82.758621 Train:epoch: 112, loss@min: 1.000779, loss@max: 1.427895, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 35.697887, LT: 43.395049, Top1S: 84.908722, Top1T: 82.718056Best acc: 84.908722 Train:epoch: 113, loss@min: 1.014740, loss@max: 1.409052, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 35.700379, LT: 43.348992, Top1S: 84.908722, Top1T: 82.677483 Train:epoch: 114, loss@min: 0.974408, loss@max: 1.444545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 35.648935, LT: 43.318877, Top1S: 84.827583, Top1T: 82.718056 Train:epoch: 115, loss@min: 0.977881, loss@max: 1.438612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 35.584652, LT: 43.296035, Top1S: 84.949287, Top1T: 82.758621Best acc: 84.949287 Train:epoch: 116, loss@min: 0.947524, loss@max: 1.426259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 35.536716, LT: 43.292997, Top1S: 84.908722, Top1T: 82.839760 Train:epoch: 117, loss@min: 0.963598, loss@max: 1.464097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 35.540345, LT: 43.272236, Top1S: 84.787018, Top1T: 82.920891 Train:epoch: 118, loss@min: 0.961242, loss@max: 1.437628, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 35.533569, LT: 43.265591, Top1S: 84.705879, Top1T: 82.880325 Train:epoch: 119, loss@min: 0.983716, loss@max: 1.427238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 35.517746, LT: 43.289657, Top1S: 84.705879, Top1T: 82.799187 Train:epoch: 120, loss@min: 0.965048, loss@max: 1.444973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 35.485257, LT: 43.306724, Top1S: 84.705879, Top1T: 82.758621 Train:epoch: 121, loss@min: 0.935363, loss@max: 1.451392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 35.487233, LT: 43.294184, Top1S: 84.665314, Top1T: 82.758621 Train:epoch: 122, loss@min: 0.948732, loss@max: 1.440368, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:57:46 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 13:58:28 2023 ------------------------------------------- Train:epoch: 1, loss@min: 16.337423, loss@max: 4.525981, Top1S acc: 23.000000, Top1T acc: 12.000000 Train:epoch: 2, loss@min: 8.160927, loss@max: 2.551644, Top1S acc: 86.000000, Top1T acc: 72.000000 Train:epoch: 3, loss@min: 5.279773, loss@max: 1.866715, Top1S acc: 93.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 3.589392, loss@max: 1.473474, Top1S acc: 97.000000, Top1T acc: 97.000000 Train:epoch: 5, loss@min: 2.540515, loss@max: 1.231990, Top1S acc: 98.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 2.005571, loss@max: 1.125387, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 1.651350, loss@max: 1.072390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.583284, loss@max: 1.095103, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 1.287562, loss@max: 1.061160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.190574, loss@max: 1.075032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.122817, loss@max: 1.103031, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.081133, loss@max: 1.127002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.024331, loss@max: 1.146750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.990660, loss@max: 1.163602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.965152, loss@max: 1.187197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.951601, loss@max: 1.204763, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.929146, loss@max: 1.222776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.938070, loss@max: 1.259276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.901458, loss@max: 1.264310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.888039, loss@max: 1.290275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.894451, loss@max: 1.316040, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 0.860108, loss@max: 1.321589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.865659, loss@max: 1.334174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.848384, loss@max: 1.346040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.848747, loss@max: 1.352439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.854511, loss@max: 1.351424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.852848, loss@max: 1.360486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.858518, loss@max: 1.361032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.866838, loss@max: 1.352675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.879879, loss@max: 1.349197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.886988, loss@max: 1.339135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.900841, loss@max: 1.332122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.915704, loss@max: 1.329693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.912258, loss@max: 1.327202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.924114, loss@max: 1.331955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.925068, loss@max: 1.323613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.936617, loss@max: 1.313993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.941239, loss@max: 1.311062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.978057, loss@max: 1.316327, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 40, loss@min: 0.952695, loss@max: 1.306355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.959789, loss@max: 1.303248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.961649, loss@max: 1.308317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.969002, loss@max: 1.313485, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.965429, loss@max: 1.304159, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.964942, loss@max: 1.306395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.962596, loss@max: 1.311545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.956622, loss@max: 1.318833, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.958347, loss@max: 1.319442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.957378, loss@max: 1.321297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.954651, loss@max: 1.326656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.950740, loss@max: 1.333637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.952790, loss@max: 1.339891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.949569, loss@max: 1.335349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.999424, loss@max: 1.346546, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 55, loss@min: 0.945566, loss@max: 1.341348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.945718, loss@max: 1.342883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.941187, loss@max: 1.347015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.940771, loss@max: 1.348468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.941617, loss@max: 1.348414, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.935962, loss@max: 1.355000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.935921, loss@max: 1.356362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.938047, loss@max: 1.354609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.939565, loss@max: 1.353941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.946604, loss@max: 1.347695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.941622, loss@max: 1.353386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.942752, loss@max: 1.352223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.940544, loss@max: 1.356339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.941040, loss@max: 1.354915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.979111, loss@max: 1.367206, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 70, loss@min: 0.940163, loss@max: 1.357200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.943604, loss@max: 1.353667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.935891, loss@max: 1.361578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.942381, loss@max: 1.354994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.939929, loss@max: 1.357463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.947209, loss@max: 1.350732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.948227, loss@max: 1.350307, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.946235, loss@max: 1.351817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.947954, loss@max: 1.352746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.946638, loss@max: 1.351915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.949048, loss@max: 1.350610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.946269, loss@max: 1.353257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.945025, loss@max: 1.354822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.940729, loss@max: 1.359407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.945481, loss@max: 1.354537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.937973, loss@max: 1.362191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.946263, loss@max: 1.354567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.946390, loss@max: 1.353967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.953239, loss@max: 1.349500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.944744, loss@max: 1.355388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.947399, loss@max: 1.353006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.950741, loss@max: 1.353032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.948209, loss@max: 1.352556, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.944521, loss@max: 1.356034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.947816, loss@max: 1.353539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.946215, loss@max: 1.354551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.948945, loss@max: 1.352224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.946481, loss@max: 1.354742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.945553, loss@max: 1.355446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.944138, loss@max: 1.356617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.945591, loss@max: 1.355454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 68.988691, LT: 71.987133, Top1S: 83.529411, Top1T: 82.758621Best acc: 83.529411 Train:epoch: 101, loss@min: 0.944637, loss@max: 1.356980, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 68.962285, LT: 71.964778, Top1S: 83.488846, Top1T: 82.758621 Train:epoch: 102, loss@min: 0.948278, loss@max: 1.352894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 68.938644, LT: 71.943009, Top1S: 83.488846, Top1T: 82.758621 Train:epoch: 103, loss@min: 0.945337, loss@max: 1.355863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 68.911997, LT: 71.926106, Top1S: 83.488846, Top1T: 82.758621 Train:epoch: 104, loss@min: 0.946024, loss@max: 1.355452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 68.877897, LT: 71.912271, Top1S: 83.448273, Top1T: 82.758621 Train:epoch: 105, loss@min: 0.947196, loss@max: 1.354943, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 68.853629, LT: 71.897239, Top1S: 83.448273, Top1T: 82.758621 Train:epoch: 106, loss@min: 0.945763, loss@max: 1.355566, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 68.839307, LT: 71.877971, Top1S: 83.448273, Top1T: 82.758621 Train:epoch: 107, loss@min: 0.945714, loss@max: 1.355855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 68.829083, LT: 71.857557, Top1S: 83.448273, Top1T: 82.758621 Train:epoch: 108, loss@min: 0.945888, loss@max: 1.355964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 68.830418, LT: 71.832520, Top1S: 83.448273, Top1T: 82.758621 Train:epoch: 109, loss@min: 0.948042, loss@max: 1.353643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 68.831994, LT: 71.808714, Top1S: 83.448273, Top1T: 82.758621 Train:epoch: 110, loss@min: 0.945697, loss@max: 1.356016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 68.829614, LT: 71.785603, Top1S: 83.488846, Top1T: 82.799187 Train:epoch: 111, loss@min: 0.946011, loss@max: 1.355849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 68.824657, LT: 71.766047, Top1S: 83.488846, Top1T: 82.799187 Train:epoch: 112, loss@min: 0.949488, loss@max: 1.352224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 68.820497, LT: 71.745953, Top1S: 83.488846, Top1T: 82.799187 Train:epoch: 113, loss@min: 0.947882, loss@max: 1.353364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 68.818986, LT: 71.725316, Top1S: 83.488846, Top1T: 82.799187 Train:epoch: 114, loss@min: 0.947403, loss@max: 1.354993, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 68.822949, LT: 71.703753, Top1S: 83.488846, Top1T: 82.799187 Train:epoch: 115, loss@min: 0.945542, loss@max: 1.355686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 68.827439, LT: 71.683885, Top1S: 83.488846, Top1T: 82.799187 Train:epoch: 116, loss@min: 0.945225, loss@max: 1.356290, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 68.824746, LT: 71.669553, Top1S: 83.488846, Top1T: 82.799187 Train:epoch: 117, loss@min: 0.945925, loss@max: 1.356392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 68.824340, LT: 71.653424, Top1S: 83.529411, Top1T: 82.799187 Train:epoch: 118, loss@min: 0.942478, loss@max: 1.358896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 68.821694, LT: 71.639998, Top1S: 83.529411, Top1T: 82.799187 Train:epoch: 119, loss@min: 0.946465, loss@max: 1.354773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 68.816204, LT: 71.629824, Top1S: 83.529411, Top1T: 82.799187 Train:epoch: 120, loss@min: 0.942656, loss@max: 1.358886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 68.807625, LT: 71.620892, Top1S: 83.529411, Top1T: 82.799187 Train:epoch: 121, loss@min: 0.963787, loss@max: 1.362713, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 121, LS: 68.830723, LT: 71.645026, Top1S: 83.569977, Top1T: 82.758621Best acc: 83.569977 Train:epoch: 122, loss@min: 0.947410, loss@max: 1.353850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 68.849414, LT: 71.667592, Top1S: 83.569977, Top1T: 82.839760 Train:epoch: 123, loss@min: 0.946573, loss@max: 1.354964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 68.865017, LT: 71.690273, Top1S: 83.610550, Top1T: 82.839760Best acc: 83.610550 Train:epoch: 124, loss@min: 0.945414, loss@max: 1.356407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 68.880253, LT: 71.712825, Top1S: 83.569977, Top1T: 82.880325 Train:epoch: 125, loss@min: 0.945978, loss@max: 1.355537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 68.893214, LT: 71.735227, Top1S: 83.569977, Top1T: 82.880325 Train:epoch: 126, loss@min: 0.948995, loss@max: 1.352188, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 68.901095, LT: 71.757249, Top1S: 83.569977, Top1T: 82.880325 Train:epoch: 127, loss@min: 0.945337, loss@max: 1.356284, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 68.905413, LT: 71.773975, Top1S: 83.569977, Top1T: 82.880325 Train:epoch: 128, loss@min: 0.946450, loss@max: 1.355964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 68.904736, LT: 71.786433, Top1S: 83.569977, Top1T: 82.880325 Train:epoch: 129, loss@min: 0.944439, loss@max: 1.357212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 68.904079, LT: 71.795212, Top1S: 83.569977, Top1T: 82.880325 Train:epoch: 130, loss@min: 0.945039, loss@max: 1.356288, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 68.903076, LT: 71.801577, Top1S: 83.569977, Top1T: 82.880325 Train:epoch: 131, loss@min: 0.946325, loss@max: 1.355506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 68.901628, LT: 71.806374, Top1S: 83.529411, Top1T: 82.880325 Train:epoch: 132, loss@min: 0.944778, loss@max: 1.356773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 68.900218, LT: 71.810283, Top1S: 83.529411, Top1T: 82.880325 Train:epoch: 133, loss@min: 0.944397, loss@max: 1.357025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 68.899426, LT: 71.812807, Top1S: 83.529411, Top1T: 82.880325 Train:epoch: 134, loss@min: 0.949612, loss@max: 1.352771, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 68.899358, LT: 71.814376, Top1S: 83.529411, Top1T: 82.880325 Train:epoch: 135, loss@min: 0.947934, loss@max: 1.353828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 68.899553, LT: 71.815647, Top1S: 83.529411, Top1T: 82.880325 Train:epoch: 136, loss@min: 0.948852, loss@max: 1.352758, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 68.899614, LT: 71.816526, Top1S: 83.529411, Top1T: 82.880325 Train:epoch: 137, loss@min: 0.944740, loss@max: 1.356731, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 68.899640, LT: 71.817153, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 138, loss@min: 0.946211, loss@max: 1.355242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 68.900012, LT: 71.817210, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 139, loss@min: 0.946613, loss@max: 1.354799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 68.900274, LT: 71.817063, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 140, loss@min: 0.950744, loss@max: 1.350673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 68.900225, LT: 71.816868, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 141, loss@min: 0.943835, loss@max: 1.358743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 68.900535, LT: 71.816322, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 142, loss@min: 0.944456, loss@max: 1.356814, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 68.900747, LT: 71.815897, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 143, loss@min: 0.945548, loss@max: 1.356120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 68.901221, LT: 71.815324, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 144, loss@min: 0.942156, loss@max: 1.359495, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 68.901339, LT: 71.814946, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 145, loss@min: 0.948980, loss@max: 1.354485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 68.901393, LT: 71.814494, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 146, loss@min: 0.947560, loss@max: 1.353998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 68.901482, LT: 71.814143, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 147, loss@min: 0.944345, loss@max: 1.356879, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 68.901494, LT: 71.813975, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 148, loss@min: 0.944227, loss@max: 1.357228, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 68.901514, LT: 71.813901, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 149, loss@min: 0.946786, loss@max: 1.354910, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 68.901516, LT: 71.813889, Top1S: 83.529411, Top1T: 82.920891 Train:epoch: 150, loss@min: 0.945324, loss@max: 1.356793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 68.901516, LT: 71.813889, Top1S: 83.529411, Top1T: 82.920891 ------------------------------------------- Thu Sep 7 14:25:11 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 15:43:19 2023 ------------------------------------------- Train:epoch: 1, loss@min: 16.003056, loss@max: 5.165087, Top1S acc: 32.000000, Top1T acc: 40.000000 Train:epoch: 2, loss@min: 12.346865, loss@max: 4.958493, Top1S acc: 80.000000, Top1T acc: 87.000000 Train:epoch: 3, loss@min: 9.268980, loss@max: 4.881672, Top1S acc: 94.000000, Top1T acc: 98.000000 Train:epoch: 4, loss@min: 6.619706, loss@max: 4.801229, Top1S acc: 97.000000, Top1T acc: 100.000000 Train:epoch: 5, loss@min: 4.736142, loss@max: 4.660076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 3.207080, loss@max: 4.422210, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 2.111877, loss@max: 4.125663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.525813, loss@max: 3.748163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.202233, loss@max: 3.416924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.139659, loss@max: 3.182949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.950887, loss@max: 3.008419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.885204, loss@max: 2.852252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.793074, loss@max: 2.651094, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.735785, loss@max: 2.465424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.770528, loss@max: 2.369183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.960859, loss@max: 1.924607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.236205, loss@max: 1.617580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.405697, loss@max: 1.441860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.578874, loss@max: 1.288525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.500357, loss@max: 1.286300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.428637, loss@max: 1.379541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.197557, loss@max: 1.460964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.098245, loss@max: 1.539238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.949518, loss@max: 1.703903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.845242, loss@max: 1.835713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.878939, loss@max: 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1.087715, loss@max: 1.484633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.124128, loss@max: 1.424519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.088529, loss@max: 1.546059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.036556, loss@max: 1.548521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.033580, loss@max: 1.610405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.048716, loss@max: 1.574099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.984479, loss@max: 1.641119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.904819, loss@max: 1.645743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.956352, loss@max: 1.641356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.033153, loss@max: 1.565791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.040293, loss@max: 1.599165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.988003, loss@max: 1.565264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.011569, loss@max: 1.573914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.024469, loss@max: 1.555244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.983293, loss@max: 1.581953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.983676, loss@max: 1.577174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.056369, loss@max: 1.570704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.065229, loss@max: 1.538150, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.999314, loss@max: 1.551804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.054269, loss@max: 1.536888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.077305, loss@max: 1.489425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.028435, loss@max: 1.557897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.040222, loss@max: 1.594354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.958647, loss@max: 1.587510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.996740, loss@max: 1.545036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.975521, loss@max: 1.587593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.970905, loss@max: 1.552762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.021029, loss@max: 1.555259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.009685, loss@max: 1.531236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.014153, loss@max: 1.567463, 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loss@max: 1.498041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.991167, loss@max: 1.468002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.989027, loss@max: 1.476883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.976829, loss@max: 1.523094, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.003123, loss@max: 1.499581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.981565, loss@max: 1.470205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.946621, loss@max: 1.519243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.974574, loss@max: 1.515153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.000285, loss@max: 1.463062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.965921, loss@max: 1.487130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.943569, loss@max: 1.479112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.957354, loss@max: 1.505185, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.002449, loss@max: 1.427552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.032156, loss@max: 1.437945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.957978, loss@max: 1.443982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.983420, loss@max: 1.451997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.993161, loss@max: 1.452959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.958717, loss@max: 1.451895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.965151, loss@max: 1.451641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.961811, loss@max: 1.464495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.967410, loss@max: 1.442917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.004347, loss@max: 1.410917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.973899, loss@max: 1.426478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.967371, loss@max: 1.429836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.960753, loss@max: 1.424003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.960239, loss@max: 1.440674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 32.446086, LT: 36.987283, Top1S: 82.312370, Top1T: 80.405678Best acc: 82.312370 Train:epoch: 101, loss@min: 0.976604, loss@max: 1.422793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 32.498613, LT: 37.240453, Top1S: 82.352943, Top1T: 80.283974Best acc: 82.352943 Train:epoch: 102, loss@min: 0.967333, loss@max: 1.415822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 32.511988, LT: 37.452939, Top1S: 82.312370, Top1T: 80.243408 Train:epoch: 103, loss@min: 0.963730, loss@max: 1.410240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 32.432443, LT: 37.673765, Top1S: 82.555779, Top1T: 80.283974Best acc: 82.555779 Train:epoch: 104, loss@min: 0.933952, loss@max: 1.448337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 32.271858, LT: 37.804316, Top1S: 82.393509, Top1T: 80.283974 Train:epoch: 105, loss@min: 0.936327, loss@max: 1.456721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 32.120870, LT: 37.982882, Top1S: 82.312370, Top1T: 80.446251 Train:epoch: 106, loss@min: 0.976803, loss@max: 1.397036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 32.056784, LT: 38.007899, Top1S: 82.434074, Top1T: 80.486816 Train:epoch: 107, loss@min: 0.955929, loss@max: 1.412265, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 15:48:53 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 15:49:21 2023 ------------------------------------------- Train:epoch: 1, loss@min: 16.108906, loss@max: 5.188252, Top1S acc: 39.000000, Top1T acc: 40.000000 Train:epoch: 2, loss@min: 12.275731, loss@max: 5.002267, Top1S acc: 92.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 8.966943, loss@max: 4.890110, Top1S acc: 97.000000, Top1T acc: 96.000000 Train:epoch: 4, loss@min: 6.122081, loss@max: 4.802652, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 5, loss@min: 4.117982, loss@max: 4.588547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 2.589815, loss@max: 4.372688, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 1.588706, loss@max: 4.134489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.199393, loss@max: 3.889161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.988996, loss@max: 3.655547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.925645, loss@max: 3.387327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.746729, loss@max: 3.168622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.741585, loss@max: 2.951818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.688001, loss@max: 2.666533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.727619, loss@max: 2.340796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.865581, loss@max: 2.061086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.264488, loss@max: 1.660713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.593197, loss@max: 1.338014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.641756, loss@max: 1.219120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.759280, loss@max: 1.120313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.556707, loss@max: 1.282488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.348426, loss@max: 1.443659, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 1.075386, loss@max: 1.596209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.991172, loss@max: 1.620260, Top1S acc: 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Train:epoch: 53, loss@min: 1.030644, loss@max: 1.471328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.017241, loss@max: 1.532618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.017684, loss@max: 1.501063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.014704, loss@max: 1.488689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.973596, loss@max: 1.502588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.007614, loss@max: 1.510866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.984233, loss@max: 1.500981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.012666, loss@max: 1.511107, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.004439, loss@max: 1.464362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.995066, loss@max: 1.471059, Top1S acc: 100.000000, 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Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.973986, loss@max: 1.433594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.995444, loss@max: 1.418861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.965729, loss@max: 1.458380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.966087, loss@max: 1.461174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.976764, loss@max: 1.432791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.979145, loss@max: 1.431772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.970842, loss@max: 1.442484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.979750, loss@max: 1.416718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.962298, loss@max: 1.431066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.985505, loss@max: 1.414279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.988745, loss@max: 1.420731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.964746, loss@max: 1.415116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.971686, loss@max: 1.405967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.971855, loss@max: 1.447237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.965525, loss@max: 1.428677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.976027, loss@max: 1.414776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.953909, loss@max: 1.415452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.967842, loss@max: 1.415230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.967347, loss@max: 1.424221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.958948, loss@max: 1.413016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.942796, loss@max: 1.433970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.926710, loss@max: 1.461605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.965373, loss@max: 1.401483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.948089, loss@max: 1.411332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.941316, loss@max: 1.419600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.958723, loss@max: 1.423168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.966312, loss@max: 1.387692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.959537, loss@max: 1.398006, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 32.067107, LT: 35.099214, Top1S: 82.150101, Top1T: 80.608521Best acc: 82.150101 Train:epoch: 101, loss@min: 0.977165, loss@max: 1.383033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 32.107003, LT: 35.198033, Top1S: 82.231239, Top1T: 80.770790Best acc: 82.231239 Train:epoch: 102, loss@min: 0.956475, loss@max: 1.404018, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 32.139560, LT: 35.270465, Top1S: 82.231239, Top1T: 80.770790 Train:epoch: 103, loss@min: 0.960908, loss@max: 1.391659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 32.183110, LT: 35.341980, Top1S: 82.109535, Top1T: 80.770790 Train:epoch: 104, loss@min: 0.952750, loss@max: 1.400630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 32.237876, LT: 35.365353, Top1S: 81.987831, Top1T: 80.730225 Train:epoch: 105, loss@min: 0.954025, loss@max: 1.398077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 32.278506, LT: 35.425291, Top1S: 82.028397, Top1T: 80.811363 Train:epoch: 106, loss@min: 0.951507, loss@max: 1.394076, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 32.300865, LT: 35.471849, Top1S: 82.068962, Top1T: 80.730225 Train:epoch: 107, loss@min: 0.955832, loss@max: 1.396996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 32.334929, LT: 35.490034, Top1S: 82.028397, Top1T: 80.730225 Train:epoch: 108, loss@min: 0.939179, loss@max: 1.415082, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 32.360182, LT: 35.495766, Top1S: 82.109535, Top1T: 80.851929 Train:epoch: 109, loss@min: 0.959865, loss@max: 1.397925, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 15:56:00 2023 ------------------------------------------- Train:epoch: 1, loss@min: 14.269914, loss@max: 5.174244, Top1S acc: 60.000000, Top1T acc: 50.000000 Train:epoch: 2, loss@min: 8.970726, loss@max: 4.917032, Top1S acc: 97.000000, Top1T acc: 93.000000 Train:epoch: 3, loss@min: 5.139632, loss@max: 4.775134, Top1S acc: 99.000000, Top1T acc: 99.000000 Train:epoch: 4, loss@min: 2.651359, loss@max: 4.583465, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 5, loss@min: 1.383235, loss@max: 4.364621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 6, loss@min: 0.935653, loss@max: 4.088634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 7, loss@min: 0.926977, loss@max: 3.765126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.799267, loss@max: 3.399589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 0.780121, loss@max: 2.995251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.771403, loss@max: 2.612994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.916833, loss@max: 2.072050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.313970, loss@max: 1.721415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.732931, loss@max: 1.379876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.811744, loss@max: 1.171139, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.667819, loss@max: 1.189267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.440177, loss@max: 1.417315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.252668, loss@max: 1.682038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.986831, loss@max: 1.825056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.832712, loss@max: 1.976174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.700011, loss@max: 2.067948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.767053, loss@max: 2.039546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.843074, loss@max: 1.929712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.983229, loss@max: 1.858488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.050368, loss@max: 1.750790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.994337, loss@max: 1.626253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.166062, loss@max: 1.564630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.146036, loss@max: 1.490608, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.100430, loss@max: 1.466683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.157557, loss@max: 1.486632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.112179, loss@max: 1.478198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.136453, loss@max: 1.432405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.077369, loss@max: 1.472095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.018375, loss@max: 1.536990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.014013, loss@max: 1.550216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.927125, loss@max: 1.663713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.912041, loss@max: 1.605332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.882935, loss@max: 1.631335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.022752, loss@max: 1.552045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.944647, loss@max: 1.556998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.966477, loss@max: 1.515435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.053134, loss@max: 1.503103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.021263, loss@max: 1.508279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.012277, loss@max: 1.549093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.987932, loss@max: 1.508804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.009971, loss@max: 1.477707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.017092, loss@max: 1.455293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.017291, loss@max: 1.509547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.039438, loss@max: 1.497228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.016483, loss@max: 1.478783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.018117, loss@max: 1.441387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.977774, loss@max: 1.488039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.963107, loss@max: 1.539838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.983059, loss@max: 1.498104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.974169, loss@max: 1.520458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.926745, loss@max: 1.538248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.996899, loss@max: 1.467353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.974920, loss@max: 1.465746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.005734, loss@max: 1.470398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.973161, loss@max: 1.460244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.988644, loss@max: 1.432322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.966083, loss@max: 1.483369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.969432, loss@max: 1.475568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.953530, loss@max: 1.454864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.991238, loss@max: 1.429049, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.988813, loss@max: 1.426787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.973407, loss@max: 1.420712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.970652, loss@max: 1.423741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.964611, loss@max: 1.429770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.981256, loss@max: 1.422005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.974073, loss@max: 1.430346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.981315, loss@max: 1.407087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.960437, loss@max: 1.430848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.957083, loss@max: 1.438217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.973790, loss@max: 1.442475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.956458, loss@max: 1.415533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.986649, loss@max: 1.402374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.980825, loss@max: 1.436025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.967754, loss@max: 1.406361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.947169, loss@max: 1.419725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.959043, loss@max: 1.419529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.967328, loss@max: 1.410309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.960666, loss@max: 1.424086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.958042, loss@max: 1.427364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.946786, loss@max: 1.424919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.968268, loss@max: 1.399905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.955797, loss@max: 1.411165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.955097, loss@max: 1.419835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.954864, loss@max: 1.406383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.952822, loss@max: 1.406471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.950955, loss@max: 1.418724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.968755, loss@max: 1.394886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.963046, loss@max: 1.402985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.947436, loss@max: 1.413104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.983704, loss@max: 1.381721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.955530, loss@max: 1.395330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.964052, loss@max: 1.393004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.932893, loss@max: 1.422704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.952911, loss@max: 1.390949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.948760, loss@max: 1.408037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.969122, loss@max: 1.381799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 33.478937, LT: 41.728702, Top1S: 80.324547, Top1T: 76.267746Best acc: 80.324547 Train:epoch: 101, loss@min: 0.948588, loss@max: 1.397165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 33.551602, LT: 41.595267, Top1S: 80.202843, Top1T: 76.227180 Train:epoch: 102, loss@min: 0.977398, loss@max: 1.370305, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 33.614033, LT: 41.532981, Top1S: 80.202843, Top1T: 76.267746 Train:epoch: 103, loss@min: 0.938959, loss@max: 1.408125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 33.676956, LT: 41.527685, Top1S: 80.121704, Top1T: 76.267746 Train:epoch: 104, loss@min: 0.956825, loss@max: 1.395163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 33.752419, LT: 41.540048, Top1S: 80.283974, Top1T: 76.146042 Train:epoch: 105, loss@min: 0.964638, loss@max: 1.378134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 33.799638, LT: 41.649629, Top1S: 80.446251, Top1T: 76.064911Best acc: 80.446251 Train:epoch: 106, loss@min: 0.951717, loss@max: 1.396725, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 33.865845, LT: 41.808905, Top1S: 80.405678, Top1T: 75.902634 Train:epoch: 107, loss@min: 0.968898, loss@max: 1.370766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 33.918373, LT: 41.961376, Top1S: 80.365112, Top1T: 75.618660 Train:epoch: 108, loss@min: 0.958320, loss@max: 1.392511, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 33.912144, LT: 42.118156, Top1S: 80.283974, Top1T: 75.618660 Train:epoch: 109, loss@min: 0.947668, loss@max: 1.388259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 33.924412, LT: 42.174046, Top1S: 80.243408, Top1T: 75.659233 Train:epoch: 110, loss@min: 0.950054, loss@max: 1.388954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 33.933643, LT: 42.131079, Top1S: 80.202843, Top1T: 75.821503 Train:epoch: 111, loss@min: 0.945918, loss@max: 1.389652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 33.901320, LT: 42.090560, Top1S: 80.202843, Top1T: 76.024338 Train:epoch: 112, loss@min: 0.950489, loss@max: 1.383523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 33.861964, LT: 42.095622, Top1S: 80.283974, Top1T: 75.983772 Train:epoch: 113, loss@min: 0.947124, loss@max: 1.383982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 33.808504, LT: 42.110430, Top1S: 80.243408, Top1T: 76.105476 Train:epoch: 114, loss@min: 0.944352, loss@max: 1.386962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 33.730178, LT: 42.156104, Top1S: 80.283974, Top1T: 76.186615 Train:epoch: 115, loss@min: 0.949769, loss@max: 1.393848, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 33.664708, LT: 42.176009, Top1S: 80.243408, Top1T: 76.227180 Train:epoch: 116, loss@min: 0.953837, loss@max: 1.383581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 33.638637, LT: 42.193129, Top1S: 80.243408, Top1T: 76.267746 Train:epoch: 117, loss@min: 0.950466, loss@max: 1.382982, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 33.645084, LT: 42.179657, Top1S: 80.283974, Top1T: 76.227180 Train:epoch: 118, loss@min: 0.944669, loss@max: 1.393307, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 33.677412, LT: 42.141762, Top1S: 80.202843, Top1T: 76.227180 Train:epoch: 119, loss@min: 0.970328, loss@max: 1.368557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 33.729672, LT: 42.118486, Top1S: 80.283974, Top1T: 76.267746 Train:epoch: 120, loss@min: 0.951763, loss@max: 1.383029, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 33.794751, LT: 42.126496, Top1S: 80.283974, Top1T: 76.186615 Train:epoch: 121, loss@min: 0.949627, loss@max: 1.386127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 33.875720, LT: 42.120584, Top1S: 80.243408, Top1T: 76.146042 Train:epoch: 122, loss@min: 0.972154, loss@max: 1.361010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 33.963517, LT: 42.116656, Top1S: 80.243408, Top1T: 76.064911 Train:epoch: 123, loss@min: 0.953003, loss@max: 1.374803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 34.054788, LT: 42.099734, Top1S: 80.243408, Top1T: 76.024338 Train:epoch: 124, loss@min: 0.942797, loss@max: 1.387261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 34.146076, LT: 42.076765, Top1S: 80.243408, Top1T: 76.024338 Train:epoch: 125, loss@min: 0.951189, loss@max: 1.378480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 34.209034, LT: 42.065146, Top1S: 80.283974, Top1T: 76.024338 Train:epoch: 126, loss@min: 0.954089, loss@max: 1.377608, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 34.260699, LT: 42.064267, Top1S: 80.324547, Top1T: 75.902634 Train:epoch: 127, loss@min: 0.964797, loss@max: 1.365105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 34.305279, LT: 42.029252, Top1S: 80.283974, Top1T: 76.064911 Train:epoch: 128, loss@min: 0.941426, loss@max: 1.388096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 34.324639, LT: 42.007180, Top1S: 80.243408, Top1T: 76.105476 Train:epoch: 129, loss@min: 0.958662, loss@max: 1.366384, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 16:12:14 2023 ------------------------------------------- Train:epoch: 1, loss@min: 20.145065, loss@max: 5.994401, Top1S acc: 3.000000, Top1T acc: 5.000000 Train:epoch: 2, loss@min: 15.717292, loss@max: 5.581423, Top1S acc: 12.000000, Top1T acc: 29.000000 Train:epoch: 3, loss@min: 12.091650, loss@max: 5.253476, Top1S acc: 42.000000, Top1T acc: 59.000000 Train:epoch: 4, loss@min: 9.160450, loss@max: 5.106569, Top1S acc: 65.000000, Top1T acc: 83.000000 Train:epoch: 5, loss@min: 6.966026, loss@max: 4.992959, Top1S acc: 82.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 5.260989, loss@max: 4.923316, Top1S acc: 88.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 3.898872, loss@max: 4.895438, Top1S acc: 95.000000, Top1T acc: 99.000000 Train:epoch: 8, loss@min: 2.927673, loss@max: 4.671913, Top1S acc: 98.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 2.174827, loss@max: 4.548540, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.677199, loss@max: 4.361233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.471656, loss@max: 4.056395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.256824, loss@max: 3.899312, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 13, loss@min: 1.068412, loss@max: 3.790179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.970021, loss@max: 3.548957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.938741, loss@max: 3.396684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.958826, loss@max: 3.243932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.048914, loss@max: 3.047216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.969539, loss@max: 2.908113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.922143, loss@max: 2.800964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.996696, loss@max: 2.631299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.050632, loss@max: 2.527218, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 0.993102, loss@max: 2.522242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.872815, loss@max: 2.340523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.863591, loss@max: 2.238007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.907503, loss@max: 2.068293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.999378, loss@max: 2.040149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.061352, loss@max: 1.899762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.190388, loss@max: 1.729161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.227190, loss@max: 1.700587, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.255767, loss@max: 1.624823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.303077, loss@max: 1.606759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.275515, loss@max: 1.593114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.291891, loss@max: 1.617768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.330025, loss@max: 1.501310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.247375, loss@max: 1.602239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.228642, loss@max: 1.612285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.222210, loss@max: 1.619914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.169248, loss@max: 1.751130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.122837, loss@max: 1.681704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.120245, loss@max: 1.687544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.060092, loss@max: 1.702089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.057441, loss@max: 1.703792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.120089, loss@max: 1.811420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.177647, loss@max: 1.722438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.057343, loss@max: 1.829146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.035275, loss@max: 1.737234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.000035, loss@max: 1.788856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.004928, loss@max: 1.715746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.092660, loss@max: 1.749726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.092599, loss@max: 1.672232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.003670, loss@max: 1.689459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.024232, loss@max: 1.656413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.006786, loss@max: 1.765538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.964314, loss@max: 1.720732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.006837, loss@max: 1.676836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.022700, loss@max: 1.677718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.967411, loss@max: 1.644103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.066046, loss@max: 1.651734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.013548, loss@max: 1.741166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.081634, loss@max: 1.654048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.090453, loss@max: 1.639740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.043696, loss@max: 1.612386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.027538, loss@max: 1.634860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.067500, loss@max: 1.622279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.060465, loss@max: 1.628747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.125686, loss@max: 1.612789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.072622, loss@max: 1.660358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.124077, loss@max: 1.593363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.017356, loss@max: 1.685066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.979537, loss@max: 1.732881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.008320, loss@max: 1.679947, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.005403, loss@max: 1.726691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.007111, loss@max: 1.637584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.007426, loss@max: 1.578585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.020194, loss@max: 1.620162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.002382, loss@max: 1.664240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.070418, loss@max: 1.503607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.068634, loss@max: 1.577288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.143096, loss@max: 1.517093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.057849, loss@max: 1.505435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.063851, loss@max: 1.563190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.046667, loss@max: 1.532689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.999658, loss@max: 1.629958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.963592, loss@max: 1.642805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.961488, loss@max: 1.669291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.992922, loss@max: 1.567003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.960289, loss@max: 1.563651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.973001, loss@max: 1.578625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.009387, loss@max: 1.541266, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.962574, loss@max: 1.582239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.016366, loss@max: 1.536302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.043997, loss@max: 1.557274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.062787, loss@max: 1.499620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.031142, loss@max: 1.531302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.945856, loss@max: 1.565996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.031030, loss@max: 1.479623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.962808, loss@max: 1.564004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.065321, loss@max: 1.495301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.970367, loss@max: 1.519499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.045481, loss@max: 1.516418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 53.860552, LT: 52.739924, Top1S: 74.807304, Top1T: 76.470589Best acc: 76.470589 Train:epoch: 101, loss@min: 0.996805, loss@max: 1.517285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 53.833353, LT: 52.810135, Top1S: 74.847870, Top1T: 76.389450 Train:epoch: 102, loss@min: 1.010138, loss@max: 1.537110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 53.792272, LT: 52.775421, Top1S: 74.929008, Top1T: 76.470589 Train:epoch: 103, loss@min: 1.000950, loss@max: 1.521948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 53.821758, LT: 52.802514, Top1S: 74.847870, Top1T: 76.592293Best acc: 76.592293 Train:epoch: 104, loss@min: 0.988002, loss@max: 1.531039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 53.665995, LT: 52.918804, Top1S: 74.847870, Top1T: 76.430023 Train:epoch: 105, loss@min: 0.997692, loss@max: 1.554742, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 53.524242, LT: 53.021232, Top1S: 74.847870, Top1T: 76.389450 Train:epoch: 106, loss@min: 1.001971, loss@max: 1.513242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 53.527034, LT: 53.066570, Top1S: 74.807304, Top1T: 76.024338 Train:epoch: 107, loss@min: 1.012084, loss@max: 1.509545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 53.552019, LT: 53.073637, Top1S: 74.685600, Top1T: 76.186615 Train:epoch: 108, loss@min: 0.981859, loss@max: 1.533627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 53.596670, LT: 53.054229, Top1S: 74.726166, Top1T: 76.186615 Train:epoch: 109, loss@min: 0.991024, loss@max: 1.531874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 53.672021, LT: 52.891823, Top1S: 74.766731, Top1T: 76.430023 Train:epoch: 110, loss@min: 1.031690, loss@max: 1.481614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 53.725774, LT: 52.623951, Top1S: 74.888435, Top1T: 76.511154 Train:epoch: 111, loss@min: 0.960092, loss@max: 1.539903, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 53.742187, LT: 52.327273, Top1S: 74.847870, Top1T: 76.592293 Train:epoch: 112, loss@min: 1.051799, loss@max: 1.463148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 53.691691, LT: 52.059463, Top1S: 74.969574, Top1T: 76.673431Best acc: 76.673431 Train:epoch: 113, loss@min: 1.042077, loss@max: 1.456217, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 53.539339, LT: 51.894606, Top1S: 75.010139, Top1T: 76.754562Best acc: 76.754562 Train:epoch: 114, loss@min: 0.968618, loss@max: 1.549812, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 53.394216, LT: 51.769603, Top1S: 75.010139, Top1T: 76.673431 Train:epoch: 115, loss@min: 1.003598, loss@max: 1.464650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 53.295159, LT: 51.736650, Top1S: 74.969574, Top1T: 76.673431 Train:epoch: 116, loss@min: 0.963191, loss@max: 1.547278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 53.255127, LT: 51.782284, Top1S: 75.091278, Top1T: 76.551727 Train:epoch: 117, loss@min: 0.980779, loss@max: 1.480247, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 16:22:51 2023 ------------------------------------------- Train:epoch: 1, loss@min: 15.615788, loss@max: 4.339918, Top1S acc: 42.000000, Top1T acc: 19.000000 Train:epoch: 2, loss@min: 11.169379, loss@max: 3.310284, Top1S acc: 78.000000, Top1T acc: 73.000000 Train:epoch: 3, loss@min: 8.177323, loss@max: 2.613509, Top1S acc: 89.000000, Top1T acc: 89.000000 Train:epoch: 4, loss@min: 5.776450, loss@max: 2.040656, Top1S acc: 93.000000, Top1T acc: 93.000000 Train:epoch: 5, loss@min: 4.081575, loss@max: 1.632402, Top1S acc: 95.000000, Top1T acc: 98.000000 Train:epoch: 6, loss@min: 2.981602, loss@max: 1.367256, Top1S acc: 96.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 2.288437, loss@max: 1.220827, Top1S acc: 99.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.899894, loss@max: 1.165574, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 9, loss@min: 1.535743, loss@max: 1.121122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.336006, loss@max: 1.120265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.202025, loss@max: 1.143776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.101812, loss@max: 1.173962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.021284, loss@max: 1.209497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.956121, loss@max: 1.241388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.903474, loss@max: 1.281886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.868123, loss@max: 1.319777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.832666, loss@max: 1.350865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.816084, loss@max: 1.388484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.788507, loss@max: 1.399197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.786278, loss@max: 1.412779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.789658, loss@max: 1.404981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.809807, loss@max: 1.383434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.853798, loss@max: 1.363423, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 24, loss@min: 0.867421, loss@max: 1.329687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.897037, loss@max: 1.303789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.926026, loss@max: 1.280236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.950976, loss@max: 1.260643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.969473, loss@max: 1.249275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.988382, loss@max: 1.233329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.998390, loss@max: 1.232998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.002331, loss@max: 1.228343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.003593, loss@max: 1.231496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.998471, loss@max: 1.240492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.987079, loss@max: 1.257297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.985833, loss@max: 1.287230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.956956, loss@max: 1.291827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.945001, loss@max: 1.306208, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.937014, loss@max: 1.317486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.937341, loss@max: 1.336709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.913095, loss@max: 1.347233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.911296, loss@max: 1.353723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.906703, loss@max: 1.363580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.914396, loss@max: 1.367484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.914170, loss@max: 1.359122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.917919, loss@max: 1.354563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.920507, loss@max: 1.354478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.926557, loss@max: 1.351767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.934274, loss@max: 1.344929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945105, loss@max: 1.334199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.950141, loss@max: 1.331433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.949320, loss@max: 1.333610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.961157, loss@max: 1.340738, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.955510, loss@max: 1.329398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.978122, loss@max: 1.340766, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 55, loss@min: 0.957568, loss@max: 1.329261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.956704, loss@max: 1.332447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.954714, loss@max: 1.334673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.950269, loss@max: 1.340754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.946907, loss@max: 1.343714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.944567, loss@max: 1.346473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.945364, loss@max: 1.348251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.942004, loss@max: 1.351346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.938766, loss@max: 1.354188, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.941934, loss@max: 1.352967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.937833, loss@max: 1.356379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.938866, loss@max: 1.356903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.946146, loss@max: 1.364254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.939976, loss@max: 1.355591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.938277, loss@max: 1.358054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.941677, loss@max: 1.354999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.943890, loss@max: 1.352931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.941589, loss@max: 1.355636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.946353, loss@max: 1.350826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.943309, loss@max: 1.355267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.945161, loss@max: 1.352827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.945957, loss@max: 1.352415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.945560, loss@max: 1.352628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.948144, loss@max: 1.350902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.949579, loss@max: 1.349421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.950979, loss@max: 1.348122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.949492, loss@max: 1.350215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.949362, loss@max: 1.350825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.943335, loss@max: 1.356388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.944554, loss@max: 1.355503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.941990, loss@max: 1.358355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.947504, loss@max: 1.353916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.945648, loss@max: 1.354532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.948767, loss@max: 1.353515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.944341, loss@max: 1.355968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.947352, loss@max: 1.353306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.945854, loss@max: 1.356113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.943265, loss@max: 1.357041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.941735, loss@max: 1.359391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.944737, loss@max: 1.357074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.943421, loss@max: 1.359128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.947440, loss@max: 1.353704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.945308, loss@max: 1.355976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.943997, loss@max: 1.357156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.944993, loss@max: 1.355639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.943114, loss@max: 1.358336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.778273, LT: 0.795619, Top1S: 81.460449, Top1T: 80.892494Best acc: 81.460449 Train:epoch: 101, loss@min: 0.945455, loss@max: 1.355752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.777294, LT: 0.794365, Top1S: 81.419876, Top1T: 80.892494 Train:epoch: 102, loss@min: 0.945810, loss@max: 1.355126, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.776360, LT: 0.793303, Top1S: 81.419876, Top1T: 80.933060 Train:epoch: 103, loss@min: 0.943784, loss@max: 1.357379, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.775202, LT: 0.792571, Top1S: 81.501015, Top1T: 80.892494Best acc: 81.501015 Train:epoch: 104, loss@min: 0.944359, loss@max: 1.356883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.773990, LT: 0.791947, Top1S: 81.460449, Top1T: 80.933060 Train:epoch: 105, loss@min: 0.946425, loss@max: 1.355147, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.772995, LT: 0.791212, Top1S: 81.460449, Top1T: 80.892494 Train:epoch: 106, loss@min: 0.944788, loss@max: 1.356243, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.772149, LT: 0.790436, Top1S: 81.501015, Top1T: 80.892494 Train:epoch: 107, loss@min: 0.945461, loss@max: 1.355612, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 16:31:11 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 16:34:59 2023 ------------------------------------------- Train:epoch: 1, loss@min: 1.833176, loss@max: 0.994873, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 2, loss@min: 2.197938, loss@max: 1.258818, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 3, loss@min: 1.707291, loss@max: 1.262960, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 4, loss@min: 1.669206, loss@max: 1.341557, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 5, loss@min: 1.497531, loss@max: 1.352936, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 6, loss@min: 1.290368, loss@max: 1.350963, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 7, loss@min: 1.361383, loss@max: 1.394148, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 8, loss@min: 1.443837, loss@max: 1.447496, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 9, loss@min: 1.147578, loss@max: 1.393386, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 10, loss@min: 1.104274, loss@max: 1.383835, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 11, loss@min: 1.208752, loss@max: 1.429027, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.137252, loss@max: 1.414166, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 13, loss@min: 1.290024, loss@max: 1.454677, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 14, loss@min: 1.228534, loss@max: 1.421957, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 15, loss@min: 1.214920, loss@max: 1.396113, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 16, loss@min: 1.198725, loss@max: 1.381678, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 17, loss@min: 1.132288, loss@max: 1.356352, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 18, loss@min: 1.135604, loss@max: 1.334381, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 19, loss@min: 1.091228, loss@max: 1.333313, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 20, loss@min: 1.123785, loss@max: 1.342836, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 21, loss@min: 1.169331, loss@max: 1.346111, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 22, loss@min: 1.153676, loss@max: 1.351781, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 23, loss@min: 1.064851, loss@max: 1.317023, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 24, loss@min: 1.220385, loss@max: 1.373589, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 25, loss@min: 1.067500, loss@max: 1.343502, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 26, loss@min: 1.131629, loss@max: 1.371661, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 27, loss@min: 0.984867, loss@max: 1.310810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.011940, loss@max: 1.345828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.982018, loss@max: 1.324651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.045013, loss@max: 1.378051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.046145, loss@max: 1.385796, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 32, loss@min: 0.977765, loss@max: 1.359170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.026528, loss@max: 1.384167, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 34, loss@min: 1.014191, loss@max: 1.378605, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 35, loss@min: 0.992321, loss@max: 1.374295, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 0.991782, loss@max: 1.369983, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 1.018129, loss@max: 1.375092, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 38, loss@min: 1.009171, loss@max: 1.387802, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 39, loss@min: 1.045529, loss@max: 1.403476, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 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Train:epoch: 94, loss@min: 0.998245, loss@max: 1.396711, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 95, loss@min: 0.992804, loss@max: 1.401996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.976087, loss@max: 1.387288, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 97, loss@min: 1.015731, loss@max: 1.407237, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 98, loss@min: 1.007193, loss@max: 1.406477, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 99, loss@min: 0.963331, loss@max: 1.365007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.955114, loss@max: 1.375259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.413335, LT: 0.414720, Top1S: 88.519272, Top1T: 88.154160Best acc: 88.519272 Train:epoch: 101, loss@min: 0.957105, loss@max: 1.376866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.413254, LT: 0.414497, Top1S: 88.519272, Top1T: 88.154160 Train:epoch: 102, loss@min: 0.956147, loss@max: 1.371987, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.413182, LT: 0.414239, Top1S: 88.519272, Top1T: 88.154160 Train:epoch: 103, loss@min: 0.960433, loss@max: 1.373477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.413109, LT: 0.414025, Top1S: 88.519272, Top1T: 88.275864 Train:epoch: 104, loss@min: 0.981481, loss@max: 1.390595, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 104, LS: 0.413018, LT: 0.413848, Top1S: 88.519272, Top1T: 88.275864 Train:epoch: 105, loss@min: 0.970688, loss@max: 1.387059, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.412950, LT: 0.413716, Top1S: 88.519272, Top1T: 88.275864 Train:epoch: 106, loss@min: 1.016877, loss@max: 1.402215, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 106, LS: 0.412849, LT: 0.413657, Top1S: 88.478699, Top1T: 88.275864 Train:epoch: 107, loss@min: 0.949775, loss@max: 1.367913, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.412748, LT: 0.413597, Top1S: 88.478699, Top1T: 88.275864 Train:epoch: 108, loss@min: 0.952889, loss@max: 1.374918, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.412652, LT: 0.413568, Top1S: 88.478699, Top1T: 88.275864 Train:epoch: 109, loss@min: 0.966894, loss@max: 1.393602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.412546, LT: 0.413561, Top1S: 88.478699, Top1T: 88.275864 Train:epoch: 110, loss@min: 0.956665, loss@max: 1.379578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.412448, LT: 0.413533, Top1S: 88.478699, Top1T: 88.275864 Train:epoch: 111, loss@min: 0.955647, loss@max: 1.379344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.412360, LT: 0.413480, Top1S: 88.478699, Top1T: 88.316429 Train:epoch: 112, loss@min: 0.974072, loss@max: 1.389241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.412297, LT: 0.413384, Top1S: 88.478699, Top1T: 88.316429 Train:epoch: 113, loss@min: 0.966514, loss@max: 1.388396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.412269, LT: 0.413308, Top1S: 88.478699, Top1T: 88.316429 Train:epoch: 114, loss@min: 0.960265, loss@max: 1.381053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.412262, LT: 0.413234, Top1S: 88.478699, Top1T: 88.316429 Train:epoch: 115, loss@min: 0.994874, loss@max: 1.383357, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 115, LS: 0.412234, LT: 0.413152, Top1S: 88.478699, Top1T: 88.316429 Train:epoch: 116, loss@min: 0.970599, loss@max: 1.385968, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.412190, LT: 0.413097, Top1S: 88.519272, Top1T: 88.316429 Train:epoch: 117, loss@min: 0.972427, loss@max: 1.389897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.412154, LT: 0.413066, Top1S: 88.478699, Top1T: 88.316429 Train:epoch: 118, loss@min: 0.969877, loss@max: 1.388878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.412112, LT: 0.413066, Top1S: 88.478699, Top1T: 88.316429 Train:epoch: 119, loss@min: 0.973835, loss@max: 1.390676, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.412081, LT: 0.413071, Top1S: 88.478699, Top1T: 88.275864 Train:epoch: 120, loss@min: 0.995323, loss@max: 1.396739, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 120, LS: 0.412027, LT: 0.413062, Top1S: 88.478699, Top1T: 88.275864 Train:epoch: 121, loss@min: 1.167511, loss@max: 1.444973, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 121, LS: 0.411984, LT: 0.413049, Top1S: 88.478699, Top1T: 88.275864 Train:epoch: 122, loss@min: 0.973623, loss@max: 1.389091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.411957, LT: 0.413037, Top1S: 88.478699, Top1T: 88.235298 Train:epoch: 123, loss@min: 0.961322, loss@max: 1.385688, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.411941, LT: 0.413014, Top1S: 88.478699, Top1T: 88.235298 Train:epoch: 124, loss@min: 0.958612, loss@max: 1.377660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.411910, LT: 0.412983, Top1S: 88.478699, Top1T: 88.235298 Train:epoch: 125, loss@min: 0.967638, loss@max: 1.393080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.411891, LT: 0.412956, Top1S: 88.478699, Top1T: 88.235298 Train:epoch: 126, loss@min: 0.980782, loss@max: 1.385378, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 126, LS: 0.411878, LT: 0.412928, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 127, loss@min: 0.962685, loss@max: 1.388398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.411848, LT: 0.412914, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 128, loss@min: 0.954519, loss@max: 1.372747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.411817, LT: 0.412899, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 129, loss@min: 0.969048, loss@max: 1.383319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.411788, LT: 0.412883, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 130, loss@min: 0.957539, loss@max: 1.373096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.411752, LT: 0.412874, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 131, loss@min: 0.975385, loss@max: 1.393755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.411726, LT: 0.412872, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 132, loss@min: 0.967955, loss@max: 1.373611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.411704, LT: 0.412873, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 133, loss@min: 1.023052, loss@max: 1.426167, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 133, LS: 0.411681, LT: 0.412866, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 134, loss@min: 0.963539, loss@max: 1.385110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.411666, LT: 0.412859, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 135, loss@min: 0.955488, loss@max: 1.368557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.411653, LT: 0.412854, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 136, loss@min: 0.958715, loss@max: 1.375172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.411640, LT: 0.412856, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 137, loss@min: 0.978740, loss@max: 1.386745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.411630, LT: 0.412859, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 138, loss@min: 0.954884, loss@max: 1.369420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.411621, LT: 0.412861, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 139, loss@min: 0.976034, loss@max: 1.392573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.411620, LT: 0.412862, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 140, loss@min: 0.974446, loss@max: 1.391130, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.411616, LT: 0.412860, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 141, loss@min: 0.979197, loss@max: 1.389420, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 141, LS: 0.411616, LT: 0.412857, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 142, loss@min: 0.977992, loss@max: 1.390502, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.411615, LT: 0.412857, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 143, loss@min: 0.955402, loss@max: 1.373946, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.411616, LT: 0.412857, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 144, loss@min: 1.010346, loss@max: 1.414656, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 144, LS: 0.411616, LT: 0.412857, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 145, loss@min: 0.952588, loss@max: 1.368849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.411615, LT: 0.412857, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 146, loss@min: 0.971486, loss@max: 1.385279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.411614, LT: 0.412856, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 147, loss@min: 0.952820, loss@max: 1.371340, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.411614, LT: 0.412855, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 148, loss@min: 0.952874, loss@max: 1.374257, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.411614, LT: 0.412855, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 149, loss@min: 0.962368, loss@max: 1.383120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.411614, LT: 0.412855, Top1S: 88.438133, Top1T: 88.235298 Train:epoch: 150, loss@min: 0.975447, loss@max: 1.385690, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 150, LS: 0.411614, LT: 0.412855, Top1S: 88.438133, Top1T: 88.235298 ------------------------------------------- Thu Sep 7 17:04:38 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "dtd", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 95} ------------------------------------------- Thu Sep 7 17:09:57 2023 ------------------------------------------- Train:epoch: 1, loss@min: 6.864038, loss@max: 2.164348, Top1S acc: 100.000000, Top1T acc: 36.170212 Train:epoch: 2, loss@min: 6.239109, loss@max: 2.110489, Top1S acc: 100.000000, Top1T acc: 40.425533 Train:epoch: 3, loss@min: 6.087925, loss@max: 2.157839, Top1S acc: 100.000000, Top1T acc: 36.170212 Train:epoch: 4, loss@min: 5.457200, loss@max: 2.084973, Top1S acc: 100.000000, Top1T acc: 48.936169 Train:epoch: 5, loss@min: 5.451830, loss@max: 2.150368, Top1S acc: 100.000000, Top1T acc: 44.680851 Train:epoch: 6, loss@min: 4.921343, loss@max: 2.098724, Top1S acc: 100.000000, Top1T acc: 55.319149 Train:epoch: 7, loss@min: 4.719309, loss@max: 2.098831, Top1S acc: 100.000000, Top1T acc: 57.446808 Train:epoch: 8, loss@min: 4.213775, loss@max: 2.033779, Top1S acc: 100.000000, Top1T acc: 59.574467 Train:epoch: 9, loss@min: 4.187243, loss@max: 2.070007, Top1S acc: 100.000000, Top1T acc: 61.702126 Train:epoch: 10, loss@min: 4.030866, loss@max: 2.091991, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 11, loss@min: 3.677477, loss@max: 2.040624, Top1S acc: 100.000000, Top1T acc: 70.212761 Train:epoch: 12, loss@min: 3.697488, loss@max: 2.116677, Top1S acc: 100.000000, Top1T acc: 63.829784 Train:epoch: 13, loss@min: 3.299657, loss@max: 2.038018, Top1S acc: 100.000000, Top1T acc: 80.851067 Train:epoch: 14, loss@min: 2.984782, loss@max: 2.014923, Top1S acc: 100.000000, Top1T acc: 82.978722 Train:epoch: 15, loss@min: 2.829937, loss@max: 1.991254, Top1S acc: 100.000000, Top1T acc: 82.978722 Train:epoch: 16, loss@min: 2.597290, loss@max: 1.943859, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 17, loss@min: 2.572178, loss@max: 1.964193, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 18, loss@min: 2.445986, loss@max: 1.962167, Top1S acc: 100.000000, Top1T acc: 85.106377 Train:epoch: 19, loss@min: 2.267075, loss@max: 1.905752, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 20, loss@min: 2.160710, loss@max: 1.891588, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 21, loss@min: 2.265773, loss@max: 1.938413, Top1S acc: 100.000000, Top1T acc: 87.234039 Train:epoch: 22, loss@min: 1.938586, loss@max: 1.816850, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 23, loss@min: 1.843789, loss@max: 1.816632, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 24, loss@min: 1.944518, loss@max: 1.852768, Top1S acc: 100.000000, Top1T acc: 89.361702 Train:epoch: 25, loss@min: 1.804304, loss@max: 1.804720, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 26, loss@min: 1.719900, loss@max: 1.774849, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 27, loss@min: 1.597469, loss@max: 1.761366, Top1S acc: 100.000000, Top1T acc: 91.489357 Train:epoch: 28, loss@min: 1.566319, loss@max: 1.748245, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 29, loss@min: 1.584550, loss@max: 1.749610, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 30, loss@min: 1.508836, loss@max: 1.710129, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 31, loss@min: 1.501290, loss@max: 1.753345, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 32, loss@min: 1.514735, loss@max: 1.720040, Top1S acc: 100.000000, Top1T acc: 93.617020 Train:epoch: 33, loss@min: 1.292770, loss@max: 1.626624, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 34, loss@min: 1.323947, loss@max: 1.651590, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 35, loss@min: 1.249738, loss@max: 1.624649, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 36, loss@min: 1.247382, loss@max: 1.641823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.326420, loss@max: 1.645835, Top1S acc: 100.000000, Top1T acc: 95.744675 Train:epoch: 38, loss@min: 1.208836, loss@max: 1.612006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.209499, loss@max: 1.601853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.171254, loss@max: 1.575181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.186595, loss@max: 1.579773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.132234, loss@max: 1.545161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.185755, loss@max: 1.588406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.104961, loss@max: 1.531156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.126664, loss@max: 1.546742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.126466, loss@max: 1.547964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.076682, loss@max: 1.505448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.067658, loss@max: 1.487085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.100103, loss@max: 1.520659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.067395, loss@max: 1.488319, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.081433, loss@max: 1.497054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.100124, loss@max: 1.508192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.059145, loss@max: 1.469814, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.066768, loss@max: 1.484988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.101267, loss@max: 1.514216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.030329, loss@max: 1.459912, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.064146, loss@max: 1.515590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.050719, loss@max: 1.491253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.069832, loss@max: 1.501311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.060775, loss@max: 1.491620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.045761, loss@max: 1.475444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.055489, loss@max: 1.466183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.053824, loss@max: 1.484937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.026320, loss@max: 1.460695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.028465, loss@max: 1.460639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.052860, loss@max: 1.498122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.037117, loss@max: 1.465610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.049288, loss@max: 1.491674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.011685, loss@max: 1.443967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.009551, loss@max: 1.439927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.015664, loss@max: 1.448995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.012021, loss@max: 1.451602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.013383, loss@max: 1.449627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.002284, loss@max: 1.444962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.012478, loss@max: 1.447144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.067333, loss@max: 1.478437, Top1S acc: 100.000000, Top1T acc: 97.872337 Train:epoch: 77, loss@min: 1.019271, loss@max: 1.454811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.014242, loss@max: 1.449380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.017822, loss@max: 1.456891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.999341, loss@max: 1.421267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.006471, loss@max: 1.436270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.002362, loss@max: 1.433228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.014649, loss@max: 1.457520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.995656, loss@max: 1.427725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.017083, loss@max: 1.449421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.017600, loss@max: 1.460431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.000178, loss@max: 1.434479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.058397, loss@max: 1.476453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.007273, loss@max: 1.444168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.999371, loss@max: 1.439179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.008419, loss@max: 1.446745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.017534, loss@max: 1.452206, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.999717, loss@max: 1.431469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.991799, loss@max: 1.430586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.006851, loss@max: 1.439252, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.881352, LT: 1.891165, Top1S: 50.413712, Top1T: 50.650120Best acc: 50.650120 Train:epoch: 96, loss@min: 1.001756, loss@max: 1.440399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.881203, LT: 1.890982, Top1S: 50.413712, Top1T: 50.650120 Train:epoch: 97, loss@min: 1.030590, loss@max: 1.470168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.880997, LT: 1.890751, Top1S: 50.413712, Top1T: 50.768322Best acc: 50.768322 Train:epoch: 98, loss@min: 0.996178, loss@max: 1.433751, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.880780, LT: 1.890550, Top1S: 50.413712, Top1T: 50.650120 Train:epoch: 99, loss@min: 0.997327, loss@max: 1.420844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.880570, LT: 1.890347, Top1S: 50.413712, Top1T: 50.591015 Train:epoch: 100, loss@min: 1.017396, loss@max: 1.449099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.880302, LT: 1.890134, Top1S: 50.413712, Top1T: 50.531914 Train:epoch: 101, loss@min: 1.010711, loss@max: 1.440894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.880076, LT: 1.889935, Top1S: 50.413712, Top1T: 50.531914 Train:epoch: 102, loss@min: 1.014737, loss@max: 1.432655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.879910, LT: 1.889766, Top1S: 50.413712, Top1T: 50.531914 Train:epoch: 103, loss@min: 0.996407, loss@max: 1.417428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.879790, LT: 1.889571, Top1S: 50.531914, Top1T: 50.531914 Train:epoch: 104, loss@min: 0.995441, loss@max: 1.429760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.879739, LT: 1.889423, Top1S: 50.531914, Top1T: 50.472813 Train:epoch: 105, loss@min: 1.005731, loss@max: 1.437373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.879652, LT: 1.889257, Top1S: 50.531914, Top1T: 50.472813 Train:epoch: 106, loss@min: 1.017819, loss@max: 1.453737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.879570, LT: 1.889117, Top1S: 50.531914, Top1T: 50.531914 Train:epoch: 107, loss@min: 0.993828, loss@max: 1.421605, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.879431, LT: 1.888968, Top1S: 50.531914, Top1T: 50.531914 Train:epoch: 108, loss@min: 1.005563, loss@max: 1.438974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.879381, LT: 1.888900, Top1S: 50.531914, Top1T: 50.531914 Train:epoch: 109, loss@min: 0.999721, loss@max: 1.437775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.879313, LT: 1.888847, Top1S: 50.531914, Top1T: 50.531914 Train:epoch: 110, loss@min: 1.010615, loss@max: 1.439833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.879229, LT: 1.888775, Top1S: 50.531914, Top1T: 50.472813 Train:epoch: 111, loss@min: 1.007058, loss@max: 1.437398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.879147, LT: 1.888701, Top1S: 50.531914, Top1T: 50.531914 Train:epoch: 112, loss@min: 0.992773, loss@max: 1.423409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.879113, LT: 1.888660, Top1S: 50.531914, Top1T: 50.531914 Train:epoch: 113, loss@min: 0.994439, loss@max: 1.424698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.879112, LT: 1.888629, Top1S: 50.531914, Top1T: 50.591015 Train:epoch: 114, loss@min: 0.994004, loss@max: 1.423551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.879077, LT: 1.888572, Top1S: 50.591015, Top1T: 50.591015 Train:epoch: 115, loss@min: 0.989631, loss@max: 1.418285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.879043, LT: 1.888518, Top1S: 50.591015, Top1T: 50.591015 Train:epoch: 116, loss@min: 1.003044, loss@max: 1.436577, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.879000, LT: 1.888415, Top1S: 50.591015, Top1T: 50.591015 Train:epoch: 117, loss@min: 0.992069, loss@max: 1.422618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.878961, LT: 1.888341, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 118, loss@min: 0.992122, loss@max: 1.422816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.878921, LT: 1.888269, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 119, loss@min: 1.045704, loss@max: 1.465203, Top1S acc: 100.000000, Top1T acc: 97.872337 Test:epoch: 119, LS: 1.878860, LT: 1.888166, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 120, loss@min: 0.995179, loss@max: 1.425822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.878788, LT: 1.888035, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 121, loss@min: 0.994884, loss@max: 1.429496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.878732, LT: 1.887921, Top1S: 50.591015, Top1T: 50.650120 Train:epoch: 122, loss@min: 1.003078, loss@max: 1.431781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.878698, LT: 1.887833, Top1S: 50.591015, Top1T: 50.650120 Train:epoch: 123, loss@min: 0.994444, loss@max: 1.425039, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.878643, LT: 1.887740, Top1S: 50.591015, Top1T: 50.650120 Train:epoch: 124, loss@min: 0.993433, loss@max: 1.423500, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.878614, LT: 1.887673, Top1S: 50.591015, Top1T: 50.650120 Train:epoch: 125, loss@min: 0.998771, loss@max: 1.429337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.878590, LT: 1.887629, Top1S: 50.591015, Top1T: 50.650120 Train:epoch: 126, loss@min: 0.999091, loss@max: 1.433922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.878564, LT: 1.887600, Top1S: 50.591015, Top1T: 50.650120 Train:epoch: 127, loss@min: 0.996445, loss@max: 1.437080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.878531, LT: 1.887573, Top1S: 50.591015, Top1T: 50.650120 Train:epoch: 128, loss@min: 1.000835, loss@max: 1.433516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.878502, LT: 1.887541, Top1S: 50.591015, Top1T: 50.650120 Train:epoch: 129, loss@min: 0.994774, loss@max: 1.430500, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.878457, LT: 1.887504, Top1S: 50.591015, Top1T: 50.650120 Train:epoch: 130, loss@min: 0.991592, loss@max: 1.425579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.878411, LT: 1.887465, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 131, loss@min: 1.029166, loss@max: 1.453918, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.878359, LT: 1.887423, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 132, loss@min: 1.000447, loss@max: 1.428668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.878328, LT: 1.887391, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 133, loss@min: 1.003938, loss@max: 1.432091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.878295, LT: 1.887360, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 134, loss@min: 1.021760, loss@max: 1.450017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.878274, LT: 1.887338, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 135, loss@min: 0.991831, loss@max: 1.427809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.878251, LT: 1.887322, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 136, loss@min: 1.005824, loss@max: 1.444086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.878227, LT: 1.887310, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 137, loss@min: 0.989686, loss@max: 1.417422, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.878209, LT: 1.887300, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 138, loss@min: 0.990969, loss@max: 1.418257, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.878188, LT: 1.887288, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 139, loss@min: 0.999216, loss@max: 1.434044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.878172, LT: 1.887275, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 140, loss@min: 0.997824, loss@max: 1.436289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.878159, LT: 1.887266, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 141, loss@min: 0.995483, loss@max: 1.421429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.878151, LT: 1.887260, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 142, loss@min: 0.983069, loss@max: 1.407103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.878142, LT: 1.887255, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 143, loss@min: 1.017831, loss@max: 1.442841, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.878139, LT: 1.887254, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 144, loss@min: 1.009034, loss@max: 1.447892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.878138, LT: 1.887255, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 145, loss@min: 0.996216, loss@max: 1.428074, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.878137, LT: 1.887256, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 146, loss@min: 0.998302, loss@max: 1.429825, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.878136, LT: 1.887255, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 147, loss@min: 0.987608, loss@max: 1.417557, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.878135, LT: 1.887255, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 148, loss@min: 0.992786, loss@max: 1.422528, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.878135, LT: 1.887255, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 149, loss@min: 1.011897, loss@max: 1.452723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.878135, LT: 1.887255, Top1S: 50.650120, Top1T: 50.650120 Train:epoch: 150, loss@min: 0.993647, loss@max: 1.428162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.878135, LT: 1.887255, Top1S: 50.650120, Top1T: 50.650120 ------------------------------------------- Thu Sep 7 17:32:22 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 85} ------------------------------------------- Thu Sep 7 17:35:44 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.313946, loss@max: 1.533092, Top1S acc: 100.000000, Top1T acc: 40.000000 Train:epoch: 2, loss@min: 4.736581, loss@max: 1.758530, Top1S acc: 100.000000, Top1T acc: 40.000000 Train:epoch: 3, loss@min: 3.358526, loss@max: 1.535532, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 4, loss@min: 3.480012, loss@max: 1.694689, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 5, loss@min: 4.044565, loss@max: 1.934833, Top1S acc: 100.000000, Top1T acc: 40.000000 Train:epoch: 6, loss@min: 3.285406, loss@max: 1.850659, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 7, loss@min: 3.483946, loss@max: 1.994250, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 8, loss@min: 3.044865, loss@max: 1.960210, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 9, loss@min: 2.932394, loss@max: 2.001889, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 10, loss@min: 2.893855, loss@max: 2.053868, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 11, loss@min: 2.777512, loss@max: 2.069653, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 2.464676, loss@max: 2.006683, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 13, loss@min: 2.515599, loss@max: 2.032899, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 2.521020, loss@max: 2.052964, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 15, loss@min: 2.280642, loss@max: 2.034641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 2.578112, loss@max: 2.102353, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 17, loss@min: 2.266107, loss@max: 2.030878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 2.081064, loss@max: 1.961589, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 19, loss@min: 2.159400, loss@max: 2.007744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.799514, loss@max: 1.907254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 2.204533, loss@max: 2.025499, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 22, loss@min: 1.743080, loss@max: 1.890187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.984090, loss@max: 1.981631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.909879, loss@max: 1.956639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.686046, loss@max: 1.887795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.680364, loss@max: 1.879998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.664198, loss@max: 1.856676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.776997, loss@max: 1.943945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.466857, loss@max: 1.772941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.798063, loss@max: 1.944371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.560972, loss@max: 1.808116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.721731, loss@max: 1.870429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.466650, loss@max: 1.737682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.535354, loss@max: 1.787793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.629859, loss@max: 1.835915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.436111, loss@max: 1.727292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.557524, loss@max: 1.824172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.320862, loss@max: 1.668555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.512089, loss@max: 1.779883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.515192, loss@max: 1.807556, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.271070, loss@max: 1.676481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.367254, loss@max: 1.727559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.394170, loss@max: 1.713863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.518825, loss@max: 1.848243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.221631, loss@max: 1.652641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.357279, loss@max: 1.732400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.443579, loss@max: 1.794361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.552219, loss@max: 1.893094, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.295905, loss@max: 1.694490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.326828, loss@max: 1.720547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.177037, loss@max: 1.614187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.290053, loss@max: 1.704039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.345773, loss@max: 1.735606, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.191544, loss@max: 1.630385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.253088, loss@max: 1.699735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.294389, loss@max: 1.735547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.209697, loss@max: 1.675580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.314230, loss@max: 1.732316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.312462, loss@max: 1.747525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.329428, loss@max: 1.738561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.267152, loss@max: 1.718789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.358877, loss@max: 1.743577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.212196, loss@max: 1.628034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.190150, loss@max: 1.614502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.273219, loss@max: 1.680627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.233186, loss@max: 1.636437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.348222, loss@max: 1.761288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.219938, loss@max: 1.662106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.166977, loss@max: 1.613591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.180161, loss@max: 1.618334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.137979, loss@max: 1.588773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.232581, loss@max: 1.674509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.177029, loss@max: 1.644515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.172577, loss@max: 1.611156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.217865, loss@max: 1.623342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.245431, loss@max: 1.691555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.192098, loss@max: 1.654380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.100765, loss@max: 1.553030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.250412, loss@max: 1.629847, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.157925, loss@max: 1.623743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.208058, loss@max: 1.660822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.062983, loss@max: 1.524264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.168482, loss@max: 1.632166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 1.134725, loss@max: 1.583250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.106430, loss@max: 1.564265, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.458982, LT: 1.463779, Top1S: 54.864197, Top1T: 54.493828Best acc: 54.864197 Train:epoch: 86, loss@min: 1.169950, loss@max: 1.602836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.459273, LT: 1.462092, Top1S: 54.888889, Top1T: 54.506172Best acc: 54.888889 Train:epoch: 87, loss@min: 1.164723, loss@max: 1.611393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.459567, LT: 1.460582, Top1S: 54.901234, Top1T: 54.567902Best acc: 54.901234 Train:epoch: 88, loss@min: 1.162362, loss@max: 1.617589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.459495, LT: 1.458979, Top1S: 54.901234, Top1T: 54.555557 Train:epoch: 89, loss@min: 1.126292, loss@max: 1.581394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.459714, LT: 1.457723, Top1S: 54.888889, Top1T: 54.617283 Train:epoch: 90, loss@min: 1.078764, loss@max: 1.531067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.458801, LT: 1.456614, Top1S: 54.913582, Top1T: 54.654320Best acc: 54.913582 Train:epoch: 91, loss@min: 1.153079, loss@max: 1.612492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.458530, LT: 1.456302, Top1S: 54.925926, Top1T: 54.629631Best acc: 54.925926 Train:epoch: 92, loss@min: 1.191828, loss@max: 1.634399, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.458249, LT: 1.456343, Top1S: 54.925926, Top1T: 54.641975 Train:epoch: 93, loss@min: 1.079525, loss@max: 1.530197, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.457785, LT: 1.456462, Top1S: 54.950619, Top1T: 54.617283Best acc: 54.950619 Train:epoch: 94, loss@min: 1.073482, loss@max: 1.511164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.457034, LT: 1.456531, Top1S: 55.012344, Top1T: 54.666668Best acc: 55.012344 Train:epoch: 95, loss@min: 1.097157, loss@max: 1.536569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.456404, LT: 1.456754, Top1S: 55.098766, Top1T: 54.679012Best acc: 55.098766 Train:epoch: 96, loss@min: 1.146288, loss@max: 1.583178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.456535, LT: 1.457400, Top1S: 55.037037, Top1T: 54.679012 Train:epoch: 97, loss@min: 1.093432, loss@max: 1.529965, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.456184, LT: 1.457740, Top1S: 55.061729, Top1T: 54.753086 Train:epoch: 98, loss@min: 1.102472, loss@max: 1.558232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.455110, LT: 1.457767, Top1S: 55.086418, Top1T: 54.753086 Train:epoch: 99, loss@min: 1.157420, loss@max: 1.622724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.454156, LT: 1.457639, Top1S: 55.123455, Top1T: 54.790123Best acc: 55.123455 Train:epoch: 100, loss@min: 1.096927, loss@max: 1.555107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.453303, LT: 1.457564, Top1S: 55.160492, Top1T: 54.765430Best acc: 55.160492 Train:epoch: 101, loss@min: 1.129102, loss@max: 1.566061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.452929, LT: 1.457546, Top1S: 55.135803, Top1T: 54.753086 Train:epoch: 102, loss@min: 1.196296, loss@max: 1.606532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.451694, LT: 1.457055, Top1S: 55.209877, Top1T: 54.753086Best acc: 55.209877 Train:epoch: 103, loss@min: 1.148897, loss@max: 1.612992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.450943, LT: 1.456925, Top1S: 55.222221, Top1T: 54.839504Best acc: 55.222221 Train:epoch: 104, loss@min: 1.124240, loss@max: 1.558054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.450509, LT: 1.456944, Top1S: 55.234570, Top1T: 54.802467Best acc: 55.234570 Train:epoch: 105, loss@min: 1.131521, loss@max: 1.564819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.449750, LT: 1.456872, Top1S: 55.259258, Top1T: 54.851852Best acc: 55.259258 Train:epoch: 106, loss@min: 1.136108, loss@max: 1.574550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.449417, LT: 1.457015, Top1S: 55.209877, Top1T: 54.814816 Train:epoch: 107, loss@min: 1.119642, loss@max: 1.576297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.449243, LT: 1.457059, Top1S: 55.160492, Top1T: 54.851852 Train:epoch: 108, loss@min: 1.131370, loss@max: 1.575911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.448957, LT: 1.457072, Top1S: 55.197533, Top1T: 54.827160 Train:epoch: 109, loss@min: 1.101519, loss@max: 1.555261, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.448993, LT: 1.457132, Top1S: 55.172840, Top1T: 54.839504 Train:epoch: 110, loss@min: 1.131572, loss@max: 1.582104, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.449160, LT: 1.457207, Top1S: 55.209877, Top1T: 54.740742 Train:epoch: 111, loss@min: 1.092948, loss@max: 1.548377, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.449367, LT: 1.457161, Top1S: 55.185184, Top1T: 54.777779 Train:epoch: 112, loss@min: 1.088698, loss@max: 1.548983, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.449538, LT: 1.457099, Top1S: 55.197533, Top1T: 54.765430 Train:epoch: 113, loss@min: 1.117126, loss@max: 1.574757, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.449724, LT: 1.456964, Top1S: 55.209877, Top1T: 54.814816 Train:epoch: 114, loss@min: 1.172236, loss@max: 1.613460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.450180, LT: 1.456963, Top1S: 55.197533, Top1T: 54.839504 Train:epoch: 115, loss@min: 1.136614, loss@max: 1.572304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.450647, LT: 1.456919, Top1S: 55.234570, Top1T: 54.876545 Train:epoch: 116, loss@min: 1.167901, loss@max: 1.622307, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.451144, LT: 1.456970, Top1S: 55.185184, Top1T: 54.901234 Train:epoch: 117, loss@min: 1.062123, loss@max: 1.507445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.451321, LT: 1.456873, Top1S: 55.222221, Top1T: 54.876545 Train:epoch: 118, loss@min: 1.160683, loss@max: 1.602058, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.451673, LT: 1.456877, Top1S: 55.209877, Top1T: 54.864197 Train:epoch: 119, loss@min: 1.157962, loss@max: 1.562583, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.451703, LT: 1.456587, Top1S: 55.185184, Top1T: 54.888889 Train:epoch: 120, loss@min: 1.097649, loss@max: 1.549172, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.451627, LT: 1.456311, Top1S: 55.172840, Top1T: 54.901234 Train:epoch: 121, loss@min: 1.090655, loss@max: 1.537001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.451574, LT: 1.456034, Top1S: 55.135803, Top1T: 54.888889 Train:epoch: 122, loss@min: 1.081712, loss@max: 1.540275, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.451723, LT: 1.455774, Top1S: 55.111111, Top1T: 54.901234 Train:epoch: 123, loss@min: 1.083430, loss@max: 1.525928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.451968, LT: 1.455507, Top1S: 55.111111, Top1T: 54.938271 Train:epoch: 124, loss@min: 1.252258, loss@max: 1.677533, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.451736, LT: 1.454950, Top1S: 55.111111, Top1T: 55.012344 Train:epoch: 125, loss@min: 1.154586, loss@max: 1.603310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.451318, LT: 1.454346, Top1S: 55.135803, Top1T: 54.975307 Train:epoch: 126, loss@min: 1.159415, loss@max: 1.598259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.450901, LT: 1.453766, Top1S: 55.209877, Top1T: 54.987656 Train:epoch: 127, loss@min: 1.061709, loss@max: 1.496689, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.450543, LT: 1.453281, Top1S: 55.197533, Top1T: 55.024693 Train:epoch: 128, loss@min: 1.110690, loss@max: 1.568134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.450434, LT: 1.453021, Top1S: 55.197533, Top1T: 55.037037 Train:epoch: 129, loss@min: 1.096643, loss@max: 1.559425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.450219, LT: 1.452708, Top1S: 55.209877, Top1T: 55.037037 Train:epoch: 130, loss@min: 1.051128, loss@max: 1.504219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.450039, LT: 1.452467, Top1S: 55.222221, Top1T: 55.049381 Train:epoch: 131, loss@min: 1.112375, loss@max: 1.572364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.449944, LT: 1.452333, Top1S: 55.222221, Top1T: 55.061729 Train:epoch: 132, loss@min: 1.191048, loss@max: 1.630874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.449990, LT: 1.452322, Top1S: 55.234570, Top1T: 55.061729 Train:epoch: 133, loss@min: 1.161801, loss@max: 1.611811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.449992, LT: 1.452273, Top1S: 55.234570, Top1T: 55.049381 Train:epoch: 134, loss@min: 1.124749, loss@max: 1.577538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.450098, LT: 1.452286, Top1S: 55.246914, Top1T: 55.049381 Train:epoch: 135, loss@min: 1.193843, loss@max: 1.624973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.450188, LT: 1.452304, Top1S: 55.222221, Top1T: 55.037037 Train:epoch: 136, loss@min: 1.190556, loss@max: 1.643481, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.450239, LT: 1.452292, Top1S: 55.209877, Top1T: 55.024693 Train:epoch: 137, loss@min: 1.140730, loss@max: 1.585085, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.450241, LT: 1.452267, Top1S: 55.222221, Top1T: 55.024693 Train:epoch: 138, loss@min: 1.133970, loss@max: 1.594484, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.450305, LT: 1.452298, Top1S: 55.222221, Top1T: 55.024693 Train:epoch: 139, loss@min: 1.173615, loss@max: 1.636402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.450371, LT: 1.452336, Top1S: 55.197533, Top1T: 55.012344 Train:epoch: 140, loss@min: 1.312505, loss@max: 1.723695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.450401, LT: 1.452364, Top1S: 55.209877, Top1T: 55.024693 Train:epoch: 141, loss@min: 1.072790, loss@max: 1.521124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.450418, LT: 1.452378, Top1S: 55.209877, Top1T: 55.012344 Train:epoch: 142, loss@min: 1.136778, loss@max: 1.578220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.450451, LT: 1.452392, Top1S: 55.209877, Top1T: 55.024693 Train:epoch: 143, loss@min: 1.181366, loss@max: 1.624400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.450462, LT: 1.452398, Top1S: 55.209877, Top1T: 55.024693 Train:epoch: 144, loss@min: 1.129909, loss@max: 1.569864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.450472, LT: 1.452403, Top1S: 55.209877, Top1T: 55.024693 Train:epoch: 145, loss@min: 1.255523, loss@max: 1.644649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.450488, LT: 1.452419, Top1S: 55.209877, Top1T: 55.024693 Train:epoch: 146, loss@min: 1.296926, loss@max: 1.724513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.450491, LT: 1.452423, Top1S: 55.209877, Top1T: 55.024693 Train:epoch: 147, loss@min: 1.215288, loss@max: 1.617719, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.450489, LT: 1.452423, Top1S: 55.209877, Top1T: 55.024693 Train:epoch: 148, loss@min: 1.078330, loss@max: 1.529255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.450488, LT: 1.452422, Top1S: 55.209877, Top1T: 55.024693 Train:epoch: 149, loss@min: 1.178715, loss@max: 1.623551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.450487, LT: 1.452422, Top1S: 55.209877, Top1T: 55.024693 Train:epoch: 150, loss@min: 1.159568, loss@max: 1.605959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.450487, LT: 1.452422, Top1S: 55.209877, Top1T: 55.024693 ------------------------------------------- Thu Sep 7 19:10:11 2023 ------------------------------------------- {"dataset_dir": "G:\\\\datasets", "dataset_name": "fgvc", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Sep 7 19:33:08 2023 ------------------------------------------- Train:epoch: 1, loss@min: 9.631031, loss@max: 2.874751, Top1S acc: 100.000000, Top1T acc: 20.000000 Train:epoch: 2, loss@min: 9.496850, loss@max: 2.956710, Top1S acc: 100.000000, Top1T acc: 20.000000 Train:epoch: 3, loss@min: 8.652597, loss@max: 2.858267, Top1S acc: 100.000000, Top1T acc: 22.000000 Train:epoch: 4, loss@min: 8.117214, loss@max: 2.825130, Top1S acc: 100.000000, Top1T acc: 31.000000 Train:epoch: 5, loss@min: 7.920715, loss@max: 2.875258, Top1S acc: 100.000000, Top1T acc: 29.000000 Train:epoch: 6, loss@min: 7.263900, loss@max: 2.807555, Top1S acc: 100.000000, Top1T acc: 38.000000 Train:epoch: 7, loss@min: 7.604751, loss@max: 2.981738, Top1S acc: 100.000000, Top1T acc: 35.000000 Train:epoch: 8, loss@min: 7.395192, loss@max: 3.001047, Top1S acc: 100.000000, Top1T acc: 43.000000 Train:epoch: 9, loss@min: 6.683547, loss@max: 2.898021, Top1S acc: 100.000000, Top1T acc: 43.000000 Train:epoch: 10, loss@min: 6.568714, loss@max: 2.928751, Top1S acc: 100.000000, Top1T acc: 49.000000 Train:epoch: 11, loss@min: 6.410815, loss@max: 2.943096, Top1S acc: 100.000000, Top1T acc: 53.000000 Train:epoch: 12, loss@min: 5.972057, loss@max: 2.886954, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 13, loss@min: 6.002706, loss@max: 2.932590, Top1S acc: 100.000000, Top1T acc: 49.000000 Train:epoch: 14, loss@min: 5.845567, loss@max: 2.936389, Top1S acc: 100.000000, Top1T acc: 57.000000 Train:epoch: 15, loss@min: 5.350085, loss@max: 2.835442, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 16, loss@min: 5.013637, loss@max: 2.766444, Top1S acc: 100.000000, Top1T acc: 63.000000 Train:epoch: 17, loss@min: 5.275839, loss@max: 2.879181, Top1S acc: 100.000000, Top1T acc: 56.000000 Train:epoch: 18, loss@min: 5.014390, loss@max: 2.850605, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 19, loss@min: 4.902956, loss@max: 2.823625, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 20, loss@min: 4.286468, loss@max: 2.698537, Top1S acc: 100.000000, Top1T acc: 71.000000 Train:epoch: 21, loss@min: 4.494445, loss@max: 2.794065, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 22, loss@min: 4.261554, loss@max: 2.747700, Top1S acc: 100.000000, Top1T acc: 64.000000 Train:epoch: 23, loss@min: 4.331843, loss@max: 2.732679, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 24, loss@min: 4.163276, loss@max: 2.743265, Top1S acc: 100.000000, Top1T acc: 67.000000 Train:epoch: 25, loss@min: 3.940928, loss@max: 2.699651, Top1S acc: 100.000000, Top1T acc: 73.000000 Train:epoch: 26, loss@min: 3.643637, loss@max: 2.628103, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 27, loss@min: 3.454566, loss@max: 2.547183, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 28, loss@min: 3.766460, loss@max: 2.663931, Top1S acc: 100.000000, Top1T acc: 73.000000 Train:epoch: 29, loss@min: 3.380963, loss@max: 2.569360, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 30, loss@min: 3.144842, loss@max: 2.454476, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 31, loss@min: 3.275170, loss@max: 2.513617, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 32, loss@min: 3.293511, loss@max: 2.516890, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 33, loss@min: 2.878811, loss@max: 2.375123, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 34, loss@min: 3.096948, loss@max: 2.427448, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 35, loss@min: 3.261309, loss@max: 2.446742, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 36, loss@min: 2.900014, loss@max: 2.349478, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 37, loss@min: 2.712635, loss@max: 2.329198, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 38, loss@min: 2.888415, loss@max: 2.371664, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 39, loss@min: 2.606596, loss@max: 2.236826, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 40, loss@min: 2.538209, loss@max: 2.233781, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 41, loss@min: 2.855340, loss@max: 2.340135, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 42, loss@min: 2.523461, loss@max: 2.207502, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 43, loss@min: 2.499844, loss@max: 2.168097, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 44, loss@min: 2.573236, loss@max: 2.224110, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 45, loss@min: 2.423668, loss@max: 2.161834, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 46, loss@min: 2.304802, loss@max: 2.141105, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 47, loss@min: 2.287598, loss@max: 2.106725, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 48, loss@min: 2.437927, loss@max: 2.155873, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 49, loss@min: 2.334229, loss@max: 2.126617, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 50, loss@min: 2.400993, loss@max: 2.172054, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 51, loss@min: 2.158807, loss@max: 2.023446, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 52, loss@min: 2.293659, loss@max: 2.131545, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 53, loss@min: 2.312371, loss@max: 2.100568, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 54, loss@min: 2.140530, loss@max: 2.037019, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 55, loss@min: 2.228021, loss@max: 2.071840, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 56, loss@min: 2.463854, loss@max: 2.203939, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 57, loss@min: 2.052913, loss@max: 1.999397, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 58, loss@min: 2.008135, loss@max: 1.970756, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 59, loss@min: 2.170697, loss@max: 2.070814, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 60, loss@min: 1.996395, loss@max: 1.956922, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 61, loss@min: 2.038826, loss@max: 2.011593, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 62, loss@min: 2.079550, loss@max: 2.007054, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 63, loss@min: 2.115804, loss@max: 2.010010, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 64, loss@min: 2.115176, loss@max: 2.014860, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 65, loss@min: 1.908913, loss@max: 1.941433, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 66, loss@min: 1.953503, loss@max: 1.927031, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 67, loss@min: 1.865961, loss@max: 1.925914, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 68, loss@min: 2.056505, loss@max: 2.027790, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 69, loss@min: 1.989536, loss@max: 1.984234, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 70, loss@min: 1.900411, loss@max: 1.899123, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 71, loss@min: 1.943317, loss@max: 1.981650, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 72, loss@min: 1.811851, loss@max: 1.877094, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 73, loss@min: 1.914441, loss@max: 1.901528, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 74, loss@min: 1.838461, loss@max: 1.887354, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 75, loss@min: 1.875765, loss@max: 1.914241, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 76, loss@min: 1.834144, loss@max: 1.905791, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 77, loss@min: 1.813806, loss@max: 1.860012, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 78, loss@min: 1.832383, loss@max: 1.865223, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 79, loss@min: 1.723254, loss@max: 1.814393, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 80, loss@min: 1.778444, loss@max: 1.844141, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 80, LS: 3.621916, LT: 3.592583, Top1S: 21.572157, Top1T: 21.512150Best acc: 21.572157 Train:epoch: 81, loss@min: 1.834027, loss@max: 1.873567, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 81, LS: 3.624234, LT: 3.594162, Top1S: 21.512150, Top1T: 21.662165Best acc: 21.662165 Train:epoch: 82, loss@min: 1.820905, loss@max: 1.862606, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 82, LS: 3.626976, LT: 3.595758, Top1S: 21.512150, Top1T: 21.452145 Train:epoch: 83, loss@min: 1.826558, loss@max: 1.901108, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 83, LS: 3.629014, LT: 3.596999, Top1S: 21.662165, Top1T: 21.512150 Train:epoch: 84, loss@min: 1.806448, loss@max: 1.865866, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 84, LS: 3.630904, LT: 3.598468, Top1S: 21.662165, Top1T: 21.542154 Train:epoch: 85, loss@min: 1.788537, loss@max: 1.867759, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 85, LS: 3.632330, LT: 3.599654, Top1S: 21.692169, Top1T: 21.422142Best acc: 21.692169 Train:epoch: 86, loss@min: 1.705992, loss@max: 1.831642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 3.633397, LT: 3.600828, Top1S: 21.572157, Top1T: 21.452145 Train:epoch: 87, loss@min: 1.832970, loss@max: 1.866557, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 87, LS: 3.634338, LT: 3.602135, Top1S: 21.572157, Top1T: 21.482147 Train:epoch: 88, loss@min: 1.754329, loss@max: 1.829893, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 88, LS: 3.634906, LT: 3.602961, Top1S: 21.572157, Top1T: 21.392138 Train:epoch: 89, loss@min: 1.790930, loss@max: 1.853003, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 89, LS: 3.635132, LT: 3.603576, Top1S: 21.632162, Top1T: 21.422142 Train:epoch: 90, loss@min: 1.850293, loss@max: 1.885593, Top1S acc: 100.000000, Top1T acc: 97.000000 Test:epoch: 90, LS: 3.635824, LT: 3.604527, Top1S: 21.542154, Top1T: 21.452145 Train:epoch: 91, loss@min: 1.692661, loss@max: 1.792393, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 91, LS: 3.636561, LT: 3.605563, Top1S: 21.452145, Top1T: 21.422142 Train:epoch: 92, loss@min: 1.725194, loss@max: 1.807734, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 92, LS: 3.637065, LT: 3.606354, Top1S: 21.512150, Top1T: 21.362135 Train:epoch: 93, loss@min: 1.697596, loss@max: 1.817885, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 93, LS: 3.637786, LT: 3.607427, Top1S: 21.512150, Top1T: 21.422142 Train:epoch: 94, loss@min: 1.724137, loss@max: 1.819057, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 94, LS: 3.638415, LT: 3.608456, Top1S: 21.512150, Top1T: 21.452145 Train:epoch: 95, loss@min: 1.709300, loss@max: 1.823226, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 3.638981, LT: 3.609357, Top1S: 21.542154, Top1T: 21.512150 Train:epoch: 96, loss@min: 1.743030, loss@max: 1.816376, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 96, LS: 3.639889, LT: 3.610351, Top1S: 21.512150, Top1T: 21.422142 Train:epoch: 97, loss@min: 1.682530, loss@max: 1.802665, Top1S acc: 100.000000, Top1T acc: 98.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "food101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 19:54:59 2023 ------------------------------------------- Train:epoch: 1, loss@min: 3.610102, loss@max: 1.453077, Top1S acc: 100.000000, Top1T acc: 76.237625 Train:epoch: 2, loss@min: 3.063818, loss@max: 1.464855, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 3, loss@min: 2.872794, loss@max: 1.523951, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 4, loss@min: 2.667664, loss@max: 1.533327, Top1S acc: 100.000000, Top1T acc: 82.178215 Train:epoch: 5, loss@min: 2.190691, loss@max: 1.458573, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 6, loss@min: 2.145351, loss@max: 1.498353, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 1.841403, loss@max: 1.462510, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 8, loss@min: 2.014935, loss@max: 1.541587, Top1S acc: 100.000000, Top1T acc: 88.118813 Train:epoch: 9, loss@min: 1.698472, loss@max: 1.486657, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 10, loss@min: 1.527632, loss@max: 1.481612, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 11, loss@min: 1.348210, loss@max: 1.440140, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.392675, loss@max: 1.444266, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 13, loss@min: 1.466577, loss@max: 1.457107, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 14, loss@min: 1.492090, loss@max: 1.455031, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 15, loss@min: 1.383595, loss@max: 1.405024, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 16, loss@min: 1.480901, loss@max: 1.420470, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 17, loss@min: 1.258041, loss@max: 1.360298, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 18, loss@min: 1.394415, loss@max: 1.416058, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 19, loss@min: 1.381036, loss@max: 1.408665, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 20, loss@min: 1.286674, loss@max: 1.392053, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 21, loss@min: 1.226578, loss@max: 1.383892, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 22, loss@min: 1.171866, loss@max: 1.373131, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 23, loss@min: 1.172168, loss@max: 1.363423, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 24, loss@min: 1.317042, loss@max: 1.407859, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 25, loss@min: 0.986106, loss@max: 1.331083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.192142, loss@max: 1.401604, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 27, loss@min: 1.017031, loss@max: 1.364986, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 28, loss@min: 1.163328, loss@max: 1.420930, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 29, loss@min: 1.018357, loss@max: 1.376821, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 1.078992, loss@max: 1.403715, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 31, loss@min: 1.010063, loss@max: 1.377600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.964570, loss@max: 1.353778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.960565, loss@max: 1.346149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.079855, loss@max: 1.397510, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 35, loss@min: 0.986688, loss@max: 1.361309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.010581, loss@max: 1.374954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.050353, loss@max: 1.394095, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 38, loss@min: 1.017454, loss@max: 1.383455, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 39, loss@min: 0.976885, loss@max: 1.363614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.104558, loss@max: 1.408837, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 41, loss@min: 0.981045, loss@max: 1.367165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.974487, loss@max: 1.360322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.040606, loss@max: 1.380028, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 44, loss@min: 1.144520, loss@max: 1.409781, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 45, loss@min: 1.060884, loss@max: 1.394733, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 46, loss@min: 0.982865, loss@max: 1.366463, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 47, loss@min: 0.964405, loss@max: 1.366649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.006714, loss@max: 1.397691, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 49, loss@min: 0.991334, loss@max: 1.398365, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 50, loss@min: 0.977023, loss@max: 1.383488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.988946, loss@max: 1.385557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.974876, loss@max: 1.377023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.984031, loss@max: 1.380611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.001410, loss@max: 1.384604, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 55, loss@min: 0.988813, loss@max: 1.390355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.991218, loss@max: 1.375499, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 57, loss@min: 0.956976, loss@max: 1.378834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.960187, loss@max: 1.368342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.965874, loss@max: 1.380209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.956470, loss@max: 1.377015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.965229, loss@max: 1.380313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.971512, loss@max: 1.389028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.966711, loss@max: 1.376773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.978824, loss@max: 1.387053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.972946, loss@max: 1.370766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.972784, loss@max: 1.382730, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.989464, loss@max: 1.394682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.973543, loss@max: 1.375174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.989620, loss@max: 1.389353, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 70, loss@min: 0.965351, loss@max: 1.378531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.967214, loss@max: 1.394492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.970438, loss@max: 1.391739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.981740, loss@max: 1.394001, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.999830, loss@max: 1.386733, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.959605, loss@max: 1.369377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.999233, loss@max: 1.385295, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 77, loss@min: 0.972514, loss@max: 1.389134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.000643, loss@max: 1.392835, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 79, loss@min: 0.963164, loss@max: 1.381044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.979801, loss@max: 1.385767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.972009, loss@max: 1.381840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.966155, loss@max: 1.373067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.983820, loss@max: 1.392080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.958512, loss@max: 1.376373, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.976974, loss@max: 1.378508, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 86, loss@min: 0.951085, loss@max: 1.373431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.979674, loss@max: 1.388080, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 88, loss@min: 0.967930, loss@max: 1.390807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.970205, loss@max: 1.393592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958303, loss@max: 1.369760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.979590, loss@max: 1.381549, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 92, loss@min: 0.976883, loss@max: 1.385895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.955440, loss@max: 1.366255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.955897, loss@max: 1.368488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.961239, loss@max: 1.381968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.964322, loss@max: 1.376897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.955737, loss@max: 1.373274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.960610, loss@max: 1.380465, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.990234, loss@max: 1.395347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.009039, loss@max: 1.399455, Top1S acc: 100.000000, Top1T acc: 98.019798 Test:epoch: 100, LS: 1.211641, LT: 1.224911, Top1S: 76.042900, Top1T: 75.811882Best acc: 76.042900 Train:epoch: 101, loss@min: 0.956097, loss@max: 1.380413, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.211455, LT: 1.224755, Top1S: 76.046204, Top1T: 75.808578Best acc: 76.046204 Train:epoch: 102, loss@min: 0.954725, loss@max: 1.378527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.211240, LT: 1.224628, Top1S: 76.042900, Top1T: 75.792076 Train:epoch: 103, loss@min: 0.955827, loss@max: 1.371254, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.211056, LT: 1.224491, Top1S: 76.046204, Top1T: 75.792076 Train:epoch: 104, loss@min: 0.956407, loss@max: 1.375266, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.210941, LT: 1.224412, Top1S: 76.049507, Top1T: 75.792076Best acc: 76.049507 Train:epoch: 105, loss@min: 0.969559, loss@max: 1.380816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.210895, LT: 1.224364, Top1S: 76.029701, Top1T: 75.778877 Train:epoch: 106, loss@min: 0.969876, loss@max: 1.385144, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.210858, LT: 1.224342, Top1S: 76.049507, Top1T: 75.782181 Train:epoch: 107, loss@min: 0.980772, loss@max: 1.380859, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 107, LS: 1.210936, LT: 1.224375, Top1S: 76.049507, Top1T: 75.801979 Train:epoch: 108, loss@min: 0.961791, loss@max: 1.377894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.210998, LT: 1.224372, Top1S: 76.049507, Top1T: 75.795380 Train:epoch: 109, loss@min: 0.955294, loss@max: 1.367780, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.211067, LT: 1.224350, Top1S: 76.046204, Top1T: 75.792076 Train:epoch: 110, loss@min: 0.954806, loss@max: 1.363968, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 21:05:46 2023 ------------------------------------------- Train:epoch: 1, loss@min: 5.493614, loss@max: 1.865925, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 5.131310, loss@max: 1.911094, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 3, loss@min: 4.672680, loss@max: 1.913122, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 4, loss@min: 4.491501, loss@max: 1.961230, Top1S acc: 100.000000, Top1T acc: 69.607849 Train:epoch: 5, loss@min: 4.217252, loss@max: 1.969991, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 6, loss@min: 4.259786, loss@max: 2.039097, Top1S acc: 100.000000, Top1T acc: 68.627457 Train:epoch: 7, loss@min: 3.846062, loss@max: 1.993432, Top1S acc: 100.000000, Top1T acc: 70.588242 Train:epoch: 8, loss@min: 3.758838, loss@max: 2.016609, Top1S acc: 100.000000, Top1T acc: 69.607849 Train:epoch: 9, loss@min: 3.564594, loss@max: 2.001971, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 10, loss@min: 3.258827, loss@max: 1.948367, Top1S acc: 100.000000, Top1T acc: 75.490196 Train:epoch: 11, loss@min: 3.139081, loss@max: 1.953743, Top1S acc: 100.000000, Top1T acc: 74.509804 Train:epoch: 12, loss@min: 3.341467, loss@max: 2.021338, Top1S acc: 100.000000, Top1T acc: 73.529411 Train:epoch: 13, loss@min: 3.192300, loss@max: 1.990959, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 14, loss@min: 2.976358, loss@max: 1.960665, Top1S acc: 100.000000, Top1T acc: 73.529411 Train:epoch: 15, loss@min: 2.699114, loss@max: 1.887749, Top1S acc: 100.000000, Top1T acc: 83.333336 Train:epoch: 16, loss@min: 2.907645, loss@max: 1.949001, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 17, loss@min: 2.548006, loss@max: 1.860248, Top1S acc: 100.000000, Top1T acc: 82.352943 Train:epoch: 18, loss@min: 2.597343, loss@max: 1.889510, Top1S acc: 100.000000, Top1T acc: 81.372551 Train:epoch: 19, loss@min: 2.430477, loss@max: 1.852302, Top1S acc: 100.000000, Top1T acc: 79.411766 Train:epoch: 20, loss@min: 2.390370, loss@max: 1.857550, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 21, loss@min: 2.361974, loss@max: 1.873801, Top1S acc: 100.000000, Top1T acc: 81.372551 Train:epoch: 22, loss@min: 2.231513, loss@max: 1.851768, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 23, loss@min: 2.417589, loss@max: 1.884856, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 24, loss@min: 2.223166, loss@max: 1.853405, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 25, loss@min: 1.944379, loss@max: 1.794260, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 26, loss@min: 1.975629, loss@max: 1.803811, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 27, loss@min: 2.200125, loss@max: 1.869082, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 28, loss@min: 1.906762, loss@max: 1.774362, Top1S acc: 100.000000, Top1T acc: 88.235298 Train:epoch: 29, loss@min: 1.851295, loss@max: 1.783807, Top1S acc: 100.000000, Top1T acc: 91.176476 Train:epoch: 30, loss@min: 1.748756, loss@max: 1.749517, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 31, loss@min: 1.692495, loss@max: 1.723969, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 32, loss@min: 1.860738, loss@max: 1.778608, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 33, loss@min: 1.809960, loss@max: 1.769003, Top1S acc: 100.000000, Top1T acc: 88.235298 Train:epoch: 34, loss@min: 1.835606, loss@max: 1.727992, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 35, loss@min: 1.775625, loss@max: 1.746740, Top1S acc: 100.000000, Top1T acc: 91.176476 Train:epoch: 36, loss@min: 1.563645, loss@max: 1.698682, Top1S acc: 100.000000, Top1T acc: 93.137260 Train:epoch: 37, loss@min: 1.667943, loss@max: 1.709116, Top1S acc: 100.000000, Top1T acc: 91.176476 Train:epoch: 38, loss@min: 1.528682, loss@max: 1.678086, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 39, loss@min: 1.593677, loss@max: 1.669554, Top1S acc: 100.000000, Top1T acc: 91.176476 Train:epoch: 40, loss@min: 1.410162, loss@max: 1.628929, Top1S acc: 100.000000, Top1T acc: 95.098045 Train:epoch: 41, loss@min: 1.518661, loss@max: 1.663853, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 42, loss@min: 1.418442, loss@max: 1.628741, Top1S acc: 100.000000, Top1T acc: 93.137260 Train:epoch: 43, loss@min: 1.423399, loss@max: 1.653910, Top1S acc: 100.000000, Top1T acc: 94.117653 Train:epoch: 44, loss@min: 1.334497, loss@max: 1.610956, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 45, loss@min: 1.384220, loss@max: 1.625775, Top1S acc: 100.000000, Top1T acc: 93.137260 Train:epoch: 46, loss@min: 1.339410, loss@max: 1.601438, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 47, loss@min: 1.362279, loss@max: 1.618382, Top1S acc: 100.000000, Top1T acc: 94.117653 Train:epoch: 48, loss@min: 1.319900, loss@max: 1.587357, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 49, loss@min: 1.229255, loss@max: 1.552902, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 50, loss@min: 1.194912, loss@max: 1.565395, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 51, loss@min: 1.230909, loss@max: 1.571182, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 52, loss@min: 1.302690, loss@max: 1.618396, Top1S acc: 100.000000, Top1T acc: 95.098045 Train:epoch: 53, loss@min: 1.205836, loss@max: 1.577676, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 54, loss@min: 1.272431, loss@max: 1.578511, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 55, loss@min: 1.272380, loss@max: 1.578012, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 56, loss@min: 1.187161, loss@max: 1.561329, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 57, loss@min: 1.215853, loss@max: 1.563473, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 58, loss@min: 1.164215, loss@max: 1.533469, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 59, loss@min: 1.100946, loss@max: 1.511581, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 60, loss@min: 1.142529, loss@max: 1.542280, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 61, loss@min: 1.144626, loss@max: 1.552525, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 62, loss@min: 1.141668, loss@max: 1.548209, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 63, loss@min: 1.126269, loss@max: 1.529683, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 64, loss@min: 1.144799, loss@max: 1.538833, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 65, loss@min: 1.236649, loss@max: 1.568925, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 66, loss@min: 1.171842, loss@max: 1.539354, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 67, loss@min: 1.121155, loss@max: 1.540871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.096259, loss@max: 1.517381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.122163, loss@max: 1.522248, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 70, loss@min: 1.066888, loss@max: 1.502413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.094433, loss@max: 1.499132, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 72, loss@min: 1.132555, loss@max: 1.528234, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 73, loss@min: 1.081568, loss@max: 1.501285, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 74, loss@min: 1.050114, loss@max: 1.479946, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.135671, loss@max: 1.539484, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 76, loss@min: 1.070886, loss@max: 1.481391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 1.079157, loss@max: 1.500751, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 78, loss@min: 1.086082, loss@max: 1.508686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.054172, loss@max: 1.470274, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 80, loss@min: 1.150988, loss@max: 1.539904, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 81, loss@min: 1.026188, loss@max: 1.454619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.090787, loss@max: 1.514924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.102726, loss@max: 1.500568, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 84, loss@min: 1.060664, loss@max: 1.483087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.059671, loss@max: 1.473602, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 86, loss@min: 1.067353, loss@max: 1.472737, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 87, loss@min: 1.045402, loss@max: 1.458673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.033171, loss@max: 1.461371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.059124, loss@max: 1.484497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.053695, loss@max: 1.475243, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 91, loss@min: 1.077214, loss@max: 1.497191, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 92, loss@min: 1.056753, loss@max: 1.470647, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 93, loss@min: 1.046083, loss@max: 1.478873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.058932, loss@max: 1.487744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.029365, loss@max: 1.460791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.028949, loss@max: 1.444630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 1.012406, loss@max: 1.439056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.035786, loss@max: 1.467175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.031439, loss@max: 1.456862, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.027365, loss@max: 1.462298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.913640, LT: 0.921713, Top1S: 75.274055, Top1T: 74.543243Best acc: 75.274055 Train:epoch: 101, loss@min: 1.047413, loss@max: 1.469551, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.912818, LT: 0.920819, Top1S: 75.314659, Top1T: 74.665047Best acc: 75.314659 Train:epoch: 102, loss@min: 1.023590, loss@max: 1.451426, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.911969, LT: 0.919982, Top1S: 75.436462, Top1T: 74.665047Best acc: 75.436462 Train:epoch: 103, loss@min: 1.029346, loss@max: 1.457180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.911133, LT: 0.919184, Top1S: 75.477058, Top1T: 74.746246Best acc: 75.477058 Train:epoch: 104, loss@min: 1.036325, loss@max: 1.458580, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 104, LS: 0.910336, LT: 0.918402, Top1S: 75.598862, Top1T: 74.746246Best acc: 75.598862 Train:epoch: 105, loss@min: 1.050925, loss@max: 1.479929, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.909643, LT: 0.917756, Top1S: 75.598862, Top1T: 74.786850 Train:epoch: 106, loss@min: 1.040990, loss@max: 1.467709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.908844, LT: 0.917093, Top1S: 75.598862, Top1T: 74.827446 Train:epoch: 107, loss@min: 1.003995, loss@max: 1.432053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.908118, LT: 0.916516, Top1S: 75.598862, Top1T: 74.868050 Train:epoch: 108, loss@min: 1.030243, loss@max: 1.462640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.907482, LT: 0.915996, Top1S: 75.598862, Top1T: 74.868050 Train:epoch: 109, loss@min: 1.028404, loss@max: 1.453691, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 109, LS: 0.906931, LT: 0.915530, Top1S: 75.639465, Top1T: 74.868050Best acc: 75.639465 Train:epoch: 110, loss@min: 1.020464, loss@max: 1.448850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.906364, LT: 0.915059, Top1S: 75.639465, Top1T: 74.868050 Train:epoch: 111, loss@min: 1.047093, loss@max: 1.458796, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 111, LS: 0.905747, LT: 0.914535, Top1S: 75.639465, Top1T: 74.868050 Train:epoch: 112, loss@min: 1.034241, loss@max: 1.470313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.905126, LT: 0.913991, Top1S: 75.639465, Top1T: 74.868050 Train:epoch: 113, loss@min: 1.075398, loss@max: 1.472587, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 113, LS: 0.904592, LT: 0.913508, Top1S: 75.639465, Top1T: 74.868050 Train:epoch: 114, loss@min: 1.025471, loss@max: 1.453277, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.904057, LT: 0.913051, Top1S: 75.639465, Top1T: 74.868050 Train:epoch: 115, loss@min: 1.038274, loss@max: 1.466850, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.903609, LT: 0.912677, Top1S: 75.639465, Top1T: 74.868050 Train:epoch: 116, loss@min: 1.063746, loss@max: 1.477780, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 116, LS: 0.903124, LT: 0.912211, Top1S: 75.639465, Top1T: 74.908653 Train:epoch: 117, loss@min: 1.087892, loss@max: 1.485819, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 117, LS: 0.902618, LT: 0.911722, Top1S: 75.598862, Top1T: 74.949249 Train:epoch: 118, loss@min: 1.035891, loss@max: 1.462017, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "oxford_pets", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Thu Sep 7 21:26:22 2023 ------------------------------------------- Train:epoch: 1, loss@min: 2.717946, loss@max: 1.216638, Top1S acc: 100.000000, Top1T acc: 81.081093 Train:epoch: 2, loss@min: 1.847854, loss@max: 1.167723, Top1S acc: 100.000000, Top1T acc: 86.486488 Train:epoch: 3, loss@min: 1.733055, loss@max: 1.274775, Top1S acc: 100.000000, Top1T acc: 89.189201 Train:epoch: 4, loss@min: 1.686034, loss@max: 1.358595, Top1S acc: 100.000000, Top1T acc: 83.783783 Train:epoch: 5, loss@min: 1.889664, loss@max: 1.491581, Top1S acc: 100.000000, Top1T acc: 83.783783 Train:epoch: 6, loss@min: 1.533215, loss@max: 1.457561, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 7, loss@min: 1.276359, loss@max: 1.422283, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 8, loss@min: 1.496755, loss@max: 1.509177, Top1S acc: 100.000000, Top1T acc: 89.189201 Train:epoch: 9, loss@min: 1.302912, loss@max: 1.466649, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 10, loss@min: 1.173950, loss@max: 1.434933, Top1S acc: 100.000000, Top1T acc: 89.189201 Train:epoch: 11, loss@min: 0.957095, loss@max: 1.367147, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 12, loss@min: 0.947882, loss@max: 1.362276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.124962, loss@max: 1.375468, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 14, loss@min: 1.054538, loss@max: 1.357703, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 15, loss@min: 1.273174, loss@max: 1.386128, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 16, loss@min: 1.139346, loss@max: 1.347469, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 17, loss@min: 1.168632, loss@max: 1.319387, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 18, loss@min: 1.461723, loss@max: 1.412664, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 19, loss@min: 1.047093, loss@max: 1.281409, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 20, loss@min: 1.453451, loss@max: 1.415926, Top1S acc: 100.000000, Top1T acc: 91.891891 Train:epoch: 21, loss@min: 1.017980, loss@max: 1.304929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.156988, loss@max: 1.374551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.100868, loss@max: 1.360015, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 24, loss@min: 1.152829, loss@max: 1.365509, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 25, loss@min: 1.116146, loss@max: 1.358901, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 26, loss@min: 1.021086, loss@max: 1.332003, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 27, loss@min: 0.976366, loss@max: 1.338619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.053137, loss@max: 1.352236, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 29, loss@min: 0.974345, loss@max: 1.338337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.098958, loss@max: 1.378677, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 31, loss@min: 1.025520, loss@max: 1.367778, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 32, loss@min: 1.048057, loss@max: 1.358854, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 33, loss@min: 0.957045, loss@max: 1.345811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.980085, loss@max: 1.359646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.068376, loss@max: 1.374850, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 36, loss@min: 0.971043, loss@max: 1.333477, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.002393, loss@max: 1.377870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.983313, loss@max: 1.355993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.067526, loss@max: 1.389505, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 40, loss@min: 0.963283, loss@max: 1.351811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.967279, loss@max: 1.357953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.099522, loss@max: 1.421523, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 43, loss@min: 0.985648, loss@max: 1.365543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.967335, loss@max: 1.365013, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.951913, loss@max: 1.354574, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.060350, loss@max: 1.415386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.988507, loss@max: 1.370522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.172249, loss@max: 1.426809, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 49, loss@min: 0.982344, loss@max: 1.391937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.963656, loss@max: 1.378719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.108075, loss@max: 1.414994, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 52, loss@min: 0.960989, loss@max: 1.371951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.963663, loss@max: 1.374513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.965369, loss@max: 1.368272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.973534, loss@max: 1.367953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.145145, loss@max: 1.418533, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 57, loss@min: 0.970244, loss@max: 1.371724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.128320, loss@max: 1.422079, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 59, loss@min: 0.974460, loss@max: 1.378091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.973255, loss@max: 1.383287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.972604, loss@max: 1.386402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.082969, loss@max: 1.434812, Top1S acc: 100.000000, Top1T acc: 94.594597 Train:epoch: 63, loss@min: 1.093755, loss@max: 1.434143, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 64, loss@min: 0.975953, loss@max: 1.395258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.016004, loss@max: 1.405365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.994483, loss@max: 1.406765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.123427, loss@max: 1.420310, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 68, loss@min: 0.996882, loss@max: 1.399001, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.958822, loss@max: 1.367662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.963499, loss@max: 1.377134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.989373, loss@max: 1.411365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.954578, loss@max: 1.369096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.963373, loss@max: 1.384409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.983689, loss@max: 1.388171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.954305, loss@max: 1.371557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.969122, loss@max: 1.395041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.971163, loss@max: 1.385560, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.966110, loss@max: 1.379295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.956391, loss@max: 1.371284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.959380, loss@max: 1.368670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.994991, loss@max: 1.405239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.965295, loss@max: 1.371644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.991023, loss@max: 1.397341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.981316, loss@max: 1.381820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.109116, loss@max: 1.413768, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 86, loss@min: 0.997520, loss@max: 1.401142, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.971231, loss@max: 1.381258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.951576, loss@max: 1.373222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.960280, loss@max: 1.378336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.990377, loss@max: 1.398143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.963061, loss@max: 1.395576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.978403, loss@max: 1.390113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.966779, loss@max: 1.380897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.032741, loss@max: 1.395195, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 95, loss@min: 0.955100, loss@max: 1.372524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.956130, loss@max: 1.369490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.956058, loss@max: 1.365791, Top1S acc: 100.000000, Top1T acc: 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acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 1.006095, loss@max: 1.408587, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 1.026397, loss@max: 1.404624, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 110, loss@min: 0.954669, loss@max: 1.374007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 1.000302, loss@max: 1.411432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.970313, loss@max: 1.386444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.963653, loss@max: 1.393433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 1.005518, loss@max: 1.401716, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 115, loss@min: 0.981315, loss@max: 1.399236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 1.007915, loss@max: 1.405364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.967566, loss@max: 1.385003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 1.147256, loss@max: 1.426705, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 119, loss@min: 0.961696, loss@max: 1.373177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.958012, loss@max: 1.374855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.953374, loss@max: 1.363493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.958569, loss@max: 1.372823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.997087, loss@max: 1.399454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.960583, loss@max: 1.373607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.981733, loss@max: 1.391092, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 1.018812, loss@max: 1.391324, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 127, loss@min: 0.963820, loss@max: 1.380577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.966989, loss@max: 1.380181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 1.043739, loss@max: 1.409315, Top1S acc: 100.000000, Top1T acc: 97.297310 Train:epoch: 130, loss@min: 1.087852, loss@max: 1.430729, Top1S acc: 100.000000, Top1T acc: 97.297310 Test:epoch: 130, LS: 0.529812, LT: 0.541072, Top1S: 84.546196, Top1T: 84.137367Best acc: 84.546196 Train:epoch: 131, loss@min: 1.009811, loss@max: 1.399595, Top1S acc: 100.000000, Top1T acc: 97.297310 Test:epoch: 131, LS: 0.529805, LT: 0.541078, Top1S: 84.546196, Top1T: 84.137367 Train:epoch: 132, loss@min: 0.964330, loss@max: 1.376465, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.529785, LT: 0.541081, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 133, loss@min: 0.976886, loss@max: 1.389185, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.529769, LT: 0.541083, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 134, loss@min: 0.988195, loss@max: 1.397214, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.529771, LT: 0.541097, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 135, loss@min: 0.963809, loss@max: 1.376374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.529810, LT: 0.541138, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 136, loss@min: 0.972911, loss@max: 1.387497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.529837, LT: 0.541171, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 137, loss@min: 0.954469, loss@max: 1.368352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.529863, LT: 0.541197, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 138, loss@min: 0.959998, loss@max: 1.377912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.529866, LT: 0.541197, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 139, loss@min: 0.983316, loss@max: 1.399766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.529865, LT: 0.541190, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 140, loss@min: 0.954070, loss@max: 1.368087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.529867, LT: 0.541185, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 141, loss@min: 0.978294, loss@max: 1.393809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.529863, LT: 0.541175, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 142, loss@min: 0.958705, loss@max: 1.378747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.529855, LT: 0.541168, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 143, loss@min: 0.962003, loss@max: 1.378988, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.529852, LT: 0.541166, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 144, loss@min: 0.959580, loss@max: 1.375272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.529848, LT: 0.541161, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 145, loss@min: 1.015320, loss@max: 1.412667, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.529846, LT: 0.541160, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 146, loss@min: 0.987492, loss@max: 1.395134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.529845, LT: 0.541160, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 147, loss@min: 0.960536, loss@max: 1.373070, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.529845, LT: 0.541160, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 148, loss@min: 0.971906, loss@max: 1.388022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.529845, LT: 0.541160, Top1S: 84.518944, Top1T: 84.137367 Train:epoch: 149, loss@min: 0.972740, loss@max: 1.387213, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "stanford_cars", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 21:44:45 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.914258, loss@max: 1.718213, Top1S acc: 100.000000, Top1T acc: 54.081631 Train:epoch: 2, loss@min: 4.501868, loss@max: 1.743796, Top1S acc: 100.000000, Top1T acc: 53.571426 Train:epoch: 3, loss@min: 3.818067, loss@max: 1.686160, Top1S acc: 100.000000, Top1T acc: 62.244896 Train:epoch: 4, loss@min: 3.900584, loss@max: 1.805896, Top1S acc: 100.000000, Top1T acc: 55.612244 Train:epoch: 5, loss@min: 3.431800, loss@max: 1.774524, Top1S acc: 100.000000, Top1T acc: 66.836731 Train:epoch: 6, loss@min: 3.317179, loss@max: 1.809319, Top1S acc: 100.000000, Top1T acc: 70.918365 Train:epoch: 7, loss@min: 3.094096, loss@max: 1.814271, Top1S acc: 100.000000, Top1T acc: 68.367348 Train:epoch: 8, loss@min: 2.848768, loss@max: 1.809498, Top1S acc: 100.000000, Top1T acc: 70.408165 Train:epoch: 9, loss@min: 2.752402, loss@max: 1.832065, Top1S acc: 100.000000, Top1T acc: 76.020409 Train:epoch: 10, loss@min: 2.525808, loss@max: 1.805202, Top1S acc: 100.000000, Top1T acc: 76.530609 Train:epoch: 11, loss@min: 2.513293, loss@max: 1.839372, Top1S acc: 100.000000, Top1T acc: 77.551010 Train:epoch: 12, loss@min: 2.836555, loss@max: 1.930112, Top1S acc: 100.000000, Top1T acc: 78.571426 Train:epoch: 13, loss@min: 2.155589, loss@max: 1.779361, Top1S acc: 100.000000, Top1T acc: 83.673470 Train:epoch: 14, loss@min: 2.003997, loss@max: 1.760143, Top1S acc: 100.000000, Top1T acc: 84.183670 Train:epoch: 15, loss@min: 2.033791, loss@max: 1.759453, Top1S acc: 100.000000, Top1T acc: 87.755096 Train:epoch: 16, loss@min: 2.089496, loss@max: 1.794821, Top1S acc: 100.000000, Top1T acc: 83.673470 Train:epoch: 17, loss@min: 1.935885, loss@max: 1.755024, Top1S acc: 100.000000, Top1T acc: 85.204079 Train:epoch: 18, loss@min: 2.016507, loss@max: 1.760661, Top1S acc: 100.000000, Top1T acc: 84.693878 Train:epoch: 19, loss@min: 1.798561, loss@max: 1.708129, Top1S acc: 100.000000, Top1T acc: 88.265305 Train:epoch: 20, loss@min: 1.918601, loss@max: 1.737945, Top1S acc: 100.000000, Top1T acc: 87.244896 Train:epoch: 21, loss@min: 1.943902, loss@max: 1.756626, Top1S acc: 100.000000, Top1T acc: 87.755096 Train:epoch: 22, loss@min: 1.794591, loss@max: 1.688558, Top1S acc: 100.000000, Top1T acc: 92.346939 Train:epoch: 23, loss@min: 1.767918, loss@max: 1.679211, Top1S acc: 100.000000, Top1T acc: 89.285713 Train:epoch: 24, loss@min: 1.664124, loss@max: 1.667904, Top1S acc: 100.000000, Top1T acc: 87.755096 Train:epoch: 25, loss@min: 1.663382, loss@max: 1.659949, Top1S acc: 100.000000, Top1T acc: 90.816322 Train:epoch: 26, loss@min: 1.780248, loss@max: 1.682243, Top1S acc: 100.000000, Top1T acc: 89.795914 Train:epoch: 27, loss@min: 1.518939, loss@max: 1.612719, Top1S acc: 100.000000, Top1T acc: 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Top1T acc: 97.959183 Train:epoch: 38, loss@min: 1.285897, loss@max: 1.527578, Top1S acc: 100.000000, Top1T acc: 95.408165 Train:epoch: 39, loss@min: 1.297833, loss@max: 1.535748, Top1S acc: 100.000000, Top1T acc: 96.428566 Train:epoch: 40, loss@min: 1.350956, loss@max: 1.554163, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 41, loss@min: 1.199552, loss@max: 1.517173, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 42, loss@min: 1.332736, loss@max: 1.549916, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 43, loss@min: 1.259934, loss@max: 1.542978, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 44, loss@min: 1.192171, loss@max: 1.493210, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 45, loss@min: 1.349452, loss@max: 1.542077, Top1S acc: 100.000000, Top1T acc: 94.897957 Train:epoch: 46, loss@min: 1.147320, loss@max: 1.483360, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 47, loss@min: 1.187173, loss@max: 1.501276, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 48, loss@min: 1.230365, loss@max: 1.531740, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 49, loss@min: 1.282221, loss@max: 1.541014, Top1S acc: 100.000000, Top1T acc: 95.918365 Train:epoch: 50, loss@min: 1.223343, loss@max: 1.525625, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 51, loss@min: 1.164524, loss@max: 1.505918, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 52, loss@min: 1.172645, loss@max: 1.516639, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 53, loss@min: 1.268782, loss@max: 1.522005, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 54, loss@min: 1.080734, loss@max: 1.458137, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 55, loss@min: 1.186186, loss@max: 1.521427, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 56, loss@min: 1.264974, loss@max: 1.530219, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 57, loss@min: 1.093744, loss@max: 1.476919, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 58, loss@min: 1.157691, loss@max: 1.498491, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 59, loss@min: 1.139647, loss@max: 1.491855, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 60, loss@min: 1.136053, loss@max: 1.488680, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 61, loss@min: 1.180917, loss@max: 1.505169, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 62, loss@min: 1.086798, loss@max: 1.471929, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 63, loss@min: 1.128834, loss@max: 1.500275, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 64, loss@min: 1.136346, loss@max: 1.488462, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 65, loss@min: 1.113947, loss@max: 1.470962, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 66, loss@min: 1.070270, loss@max: 1.469120, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 67, loss@min: 1.099445, loss@max: 1.481709, Top1S acc: 100.000000, Top1T acc: 96.938774 Train:epoch: 68, loss@min: 1.119117, loss@max: 1.484104, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 69, loss@min: 1.078974, loss@max: 1.479943, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 70, loss@min: 1.084141, loss@max: 1.473650, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 71, loss@min: 1.066105, loss@max: 1.472199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.159389, loss@max: 1.492012, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 73, loss@min: 1.092151, loss@max: 1.475200, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 74, loss@min: 1.083130, loss@max: 1.472251, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 75, loss@min: 1.105098, loss@max: 1.481791, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 76, loss@min: 1.123123, loss@max: 1.464726, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 77, loss@min: 1.109548, loss@max: 1.476616, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 78, loss@min: 1.085895, loss@max: 1.454216, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 79, loss@min: 1.066218, loss@max: 1.464973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.102227, loss@max: 1.493856, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 81, loss@min: 1.132590, loss@max: 1.493466, Top1S acc: 100.000000, Top1T acc: 97.448975 Train:epoch: 82, loss@min: 1.092838, loss@max: 1.474799, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 83, loss@min: 1.082861, loss@max: 1.461421, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 84, loss@min: 1.057728, loss@max: 1.456029, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 85, loss@min: 1.140498, loss@max: 1.480496, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 86, loss@min: 1.091160, loss@max: 1.469790, Top1S acc: 100.000000, Top1T acc: 98.469383 Train:epoch: 87, loss@min: 1.075898, loss@max: 1.465407, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 88, loss@min: 1.036215, loss@max: 1.443001, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.079961, loss@max: 1.463912, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 90, loss@min: 1.054784, loss@max: 1.457617, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 91, loss@min: 1.042905, loss@max: 1.442184, Top1S acc: 100.000000, Top1T acc: 99.489792 Train:epoch: 92, loss@min: 1.053168, loss@max: 1.458523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.071391, loss@max: 1.450417, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 94, loss@min: 1.106122, loss@max: 1.481015, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 95, loss@min: 1.074253, loss@max: 1.461409, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 96, loss@min: 1.086512, loss@max: 1.468212, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 97, loss@min: 1.083940, loss@max: 1.469217, Top1S acc: 100.000000, Top1T acc: 97.959183 Train:epoch: 98, loss@min: 1.077669, loss@max: 1.464889, Top1S acc: 100.000000, Top1T acc: 98.979591 Train:epoch: 99, loss@min: 1.015517, loss@max: 1.429650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.043311, loss@max: 1.452672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.487281, LT: 1.490073, Top1S: 58.736477, Top1T: 58.475315Best acc: 58.736477 Train:epoch: 101, loss@min: 1.071728, loss@max: 1.463256, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 101, LS: 1.487328, LT: 1.490162, Top1S: 58.724041, Top1T: 58.500191 Train:epoch: 102, loss@min: 1.067142, loss@max: 1.455782, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 102, LS: 1.487401, LT: 1.490335, Top1S: 58.724041, Top1T: 58.512627 Train:epoch: 103, loss@min: 1.098247, loss@max: 1.479245, Top1S acc: 100.000000, Top1T acc: 98.469383 Test:epoch: 103, LS: 1.487294, LT: 1.490347, Top1S: 58.699169, Top1T: 58.500191 Train:epoch: 104, loss@min: 1.052100, loss@max: 1.456102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.487092, LT: 1.490280, Top1S: 58.761349, Top1T: 58.487751Best acc: 58.761349 Train:epoch: 105, loss@min: 1.047682, loss@max: 1.449675, Top1S acc: 100.000000, Top1T acc: 99.489792 Test:epoch: 105, LS: 1.486916, LT: 1.490207, Top1S: 58.761349, Top1T: 58.475315 Train:epoch: 106, loss@min: 1.119492, loss@max: 1.468293, Top1S acc: 100.000000, Top1T acc: 97.959183 Test:epoch: 106, LS: 1.486839, LT: 1.490119, Top1S: 58.773788, Top1T: 58.487751Best acc: 58.773788 Train:epoch: 107, loss@min: 1.063849, loss@max: 1.455307, Top1S acc: 100.000000, Top1T acc: 98.979591 Test:epoch: 107, LS: 1.486772, LT: 1.490060, Top1S: 58.860840, Top1T: 58.549934Best acc: 58.860840 Train:epoch: 108, loss@min: 1.022898, loss@max: 1.437142, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "sun397", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Sep 7 22:08:41 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.519480, loss@max: 1.647690, Top1S acc: 100.000000, Top1T acc: 62.890625 Train:epoch: 2, loss@min: 4.218220, loss@max: 1.716139, Top1S acc: 100.000000, Top1T acc: 61.328125 Train:epoch: 3, loss@min: 3.731014, loss@max: 1.693227, Top1S acc: 100.000000, Top1T acc: 65.234375 Train:epoch: 4, loss@min: 3.219856, loss@max: 1.635748, Top1S acc: 100.000000, Top1T acc: 69.921875 Train:epoch: 5, loss@min: 3.039180, loss@max: 1.659277, Top1S acc: 100.000000, Top1T acc: 73.437500 Train:epoch: 6, loss@min: 3.025151, loss@max: 1.685110, Top1S acc: 100.000000, Top1T acc: 73.828125 Train:epoch: 7, loss@min: 2.518089, loss@max: 1.619846, Top1S acc: 100.000000, Top1T acc: 76.953125 Train:epoch: 8, loss@min: 2.477854, loss@max: 1.653491, Top1S acc: 100.000000, Top1T acc: 80.468750 Train:epoch: 9, loss@min: 2.080204, loss@max: 1.590156, Top1S acc: 100.000000, Top1T acc: 83.984375 Train:epoch: 10, loss@min: 1.783416, loss@max: 1.542117, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 11, loss@min: 1.811159, loss@max: 1.558934, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 12, loss@min: 1.848361, loss@max: 1.588433, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 13, loss@min: 1.690118, loss@max: 1.552928, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 14, loss@min: 1.717966, loss@max: 1.561428, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 15, loss@min: 1.463488, loss@max: 1.492214, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 16, loss@min: 1.467247, loss@max: 1.500721, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 17, loss@min: 1.572797, loss@max: 1.533695, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 18, loss@min: 1.328721, loss@max: 1.476748, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 19, loss@min: 1.267003, loss@max: 1.456172, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 20, loss@min: 1.189195, loss@max: 1.433151, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 21, loss@min: 1.227824, loss@max: 1.445594, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 22, loss@min: 1.187124, loss@max: 1.444657, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 23, loss@min: 1.193125, loss@max: 1.441852, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 24, loss@min: 1.164868, loss@max: 1.437017, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 25, loss@min: 1.179819, loss@max: 1.456614, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 26, loss@min: 1.130136, loss@max: 1.430278, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 27, loss@min: 1.107141, loss@max: 1.431413, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.091894, loss@max: 1.423730, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 29, loss@min: 1.123090, loss@max: 1.429756, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 30, loss@min: 1.071799, loss@max: 1.411568, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.108073, loss@max: 1.433662, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 1.071141, loss@max: 1.417575, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 33, loss@min: 1.036453, loss@max: 1.403162, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 34, loss@min: 1.059967, loss@max: 1.425788, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 1.030344, loss@max: 1.403032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.042151, loss@max: 1.401151, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 37, loss@min: 1.015516, loss@max: 1.402396, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.040088, loss@max: 1.404723, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 1.012795, loss@max: 1.408744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.020276, loss@max: 1.404636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.035220, loss@max: 1.408378, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 1.033139, loss@max: 1.416917, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 1.011522, loss@max: 1.402359, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 1.005236, loss@max: 1.408973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.011032, loss@max: 1.406771, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.993348, loss@max: 1.385328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.001251, loss@max: 1.399151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.007713, loss@max: 1.398053, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 49, loss@min: 0.999858, loss@max: 1.398394, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 1.005767, loss@max: 1.412376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.989427, loss@max: 1.403714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.984322, loss@max: 1.399750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.984675, loss@max: 1.395140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.984942, loss@max: 1.396863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.004364, loss@max: 1.412136, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 56, loss@min: 0.995631, loss@max: 1.411050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.977374, loss@max: 1.402034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.975047, loss@max: 1.392324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.991855, loss@max: 1.398687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.986609, loss@max: 1.402419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.983238, loss@max: 1.404834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.980869, loss@max: 1.398587, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.037296, loss@max: 1.418042, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 1.002512, loss@max: 1.418748, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 65, loss@min: 0.978197, loss@max: 1.402815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.987060, loss@max: 1.402162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.987161, loss@max: 1.400921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.979778, loss@max: 1.390848, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 1.012183, loss@max: 1.405137, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.975892, loss@max: 1.396611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.967443, loss@max: 1.391125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.998027, loss@max: 1.410853, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 0.976235, loss@max: 1.393961, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.974491, loss@max: 1.397003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.978744, loss@max: 1.398213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.974291, loss@max: 1.390943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.987561, loss@max: 1.397024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.981387, loss@max: 1.398510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.974293, loss@max: 1.392903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.978057, loss@max: 1.395785, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 81, loss@min: 0.976451, loss@max: 1.397891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.002371, loss@max: 1.408636, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 83, loss@min: 0.968230, loss@max: 1.390202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.979750, loss@max: 1.402911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.969503, loss@max: 1.393472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.969402, loss@max: 1.388317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.976391, loss@max: 1.400996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.980301, loss@max: 1.401299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.975278, loss@max: 1.396648, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.004509, loss@max: 1.404843, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 91, loss@min: 0.980715, loss@max: 1.394789, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 92, loss@min: 0.975661, loss@max: 1.397191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.970343, loss@max: 1.392491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.972715, loss@max: 1.395806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.970335, loss@max: 1.395243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.963879, loss@max: 1.381402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.964634, loss@max: 1.385802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.986409, loss@max: 1.394568, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 99, loss@min: 0.980100, loss@max: 1.399878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.973563, loss@max: 1.396574, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.587528, LT: 1.588965, Top1S: 62.740551, Top1T: 62.629719Best acc: 62.740551 Train:epoch: 101, loss@min: 0.997315, loss@max: 1.408261, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 101, LS: 1.587469, LT: 1.588998, Top1S: 62.725437, Top1T: 62.649872 Train:epoch: 102, loss@min: 0.979813, loss@max: 1.389664, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 1.587335, LT: 1.588981, Top1S: 62.745590, Top1T: 62.649872Best acc: 62.745590 Train:epoch: 103, loss@min: 0.973921, loss@max: 1.394452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.587151, LT: 1.588964, Top1S: 62.745590, Top1T: 62.675060 Train:epoch: 104, loss@min: 0.970472, loss@max: 1.386460, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.587014, LT: 1.588953, Top1S: 62.760704, Top1T: 62.690174Best acc: 62.760704 Train:epoch: 105, loss@min: 0.974748, loss@max: 1.396934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.586908, LT: 1.588896, Top1S: 62.735516, Top1T: 62.705288 Train:epoch: 106, loss@min: 0.977719, loss@max: 1.395290, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 106, LS: 1.586893, LT: 1.588830, Top1S: 62.745590, Top1T: 62.700249 Train:epoch: 107, loss@min: 0.964037, loss@max: 1.386296, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Sep 7 23:29:55 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Sep 7 23:31:05 2023 -------------------------------------------{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Sep 8 09:25:00 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.257917, loss@max: 1.646461, Top1S acc: 99.609375, Top1T acc: 66.406250 Train:epoch: 2, loss@min: 4.323130, loss@max: 1.821334, Top1S acc: 99.609375, Top1T acc: 65.234375 Train:epoch: 3, loss@min: 3.590879, loss@max: 1.756470, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 4, loss@min: 3.437606, loss@max: 1.766243, Top1S acc: 99.609375, Top1T acc: 75.000000 Train:epoch: 5, loss@min: 3.040254, loss@max: 1.730778, Top1S acc: 100.000000, Top1T acc: 76.562500 Train:epoch: 6, loss@min: 2.283188, loss@max: 1.587055, Top1S acc: 99.218750, Top1T acc: 81.640625 Train:epoch: 7, loss@min: 2.449674, loss@max: 1.647207, Top1S acc: 99.609375, Top1T acc: 81.250000 Train:epoch: 8, loss@min: 2.050111, loss@max: 1.563196, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 9, loss@min: 1.909445, loss@max: 1.540747, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 10, loss@min: 1.673851, loss@max: 1.472234, Top1S acc: 99.609375, Top1T acc: 90.625000 Train:epoch: 11, loss@min: 1.612584, loss@max: 1.467034, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 12, loss@min: 1.409923, loss@max: 1.429392, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 13, loss@min: 1.571481, loss@max: 1.467751, Top1S acc: 99.609375, Top1T acc: 91.406250 Train:epoch: 14, loss@min: 1.385448, loss@max: 1.432919, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 15, loss@min: 1.401142, loss@max: 1.458050, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 16, loss@min: 1.436508, loss@max: 1.450748, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 17, loss@min: 1.363588, loss@max: 1.428878, Top1S acc: 99.218750, Top1T acc: 95.703125 Train:epoch: 18, loss@min: 1.170502, loss@max: 1.380060, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 19, loss@min: 1.187613, loss@max: 1.386484, Top1S acc: 99.609375, Top1T acc: 97.656250 Train:epoch: 20, loss@min: 1.248637, loss@max: 1.430599, Top1S acc: 99.609375, Top1T acc: 95.312500 Train:epoch: 21, loss@min: 1.113409, loss@max: 1.376065, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.087648, loss@max: 1.373784, Top1S acc: 99.609375, Top1T acc: 98.437500 Train:epoch: 23, loss@min: 1.220459, loss@max: 1.427438, Top1S acc: 99.218750, Top1T acc: 97.265625 Train:epoch: 24, loss@min: 1.156146, loss@max: 1.410188, Top1S acc: 99.609375, Top1T acc: 97.656250 Train:epoch: 25, loss@min: 1.153883, loss@max: 1.424784, Top1S acc: 99.609375, Top1T acc: 98.437500 Train:epoch: 26, loss@min: 1.061128, loss@max: 1.380975, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 1.061709, loss@max: 1.385647, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.143054, loss@max: 1.426586, Top1S acc: 99.609375, Top1T acc: 98.046875 Train:epoch: 29, loss@min: 1.098414, loss@max: 1.412575, Top1S acc: 99.218750, Top1T acc: 98.046875 Train:epoch: 30, loss@min: 1.036094, loss@max: 1.390940, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 1.120766, loss@max: 1.413226, Top1S acc: 99.218750, Top1T acc: 98.046875 Train:epoch: 32, loss@min: 1.150776, loss@max: 1.432506, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 33, loss@min: 1.070215, loss@max: 1.393527, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 34, loss@min: 1.046811, loss@max: 1.414606, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 35, loss@min: 1.034148, loss@max: 1.402670, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 36, loss@min: 1.027542, loss@max: 1.400750, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 1.022196, loss@max: 1.396653, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.013154, loss@max: 1.403056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.026218, loss@max: 1.402878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.058038, loss@max: 1.420009, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 41, loss@min: 0.996167, loss@max: 1.402585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.999508, loss@max: 1.401824, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 43, loss@min: 1.093633, loss@max: 1.398741, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 44, loss@min: 1.025628, loss@max: 1.417068, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 45, loss@min: 1.014520, loss@max: 1.417264, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.998802, loss@max: 1.397528, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.984334, loss@max: 1.384214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.068421, loss@max: 1.421286, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 49, loss@min: 0.978334, loss@max: 1.404350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.982071, loss@max: 1.398951, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.999833, loss@max: 1.390348, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 1.003858, loss@max: 1.402536, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 53, loss@min: 1.003764, loss@max: 1.390004, Top1S acc: 99.218750, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 1.023586, loss@max: 1.406699, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 55, loss@min: 1.127191, loss@max: 1.429115, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 56, loss@min: 1.012293, loss@max: 1.404683, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 57, loss@min: 0.988753, loss@max: 1.385443, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.997158, loss@max: 1.419113, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.995852, loss@max: 1.395358, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 60, loss@min: 0.998481, loss@max: 1.391875, Top1S acc: 99.218750, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.988949, loss@max: 1.404263, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 62, loss@min: 1.005252, loss@max: 1.408590, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 1.059575, loss@max: 1.418221, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 64, loss@min: 0.984792, loss@max: 1.392828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.002216, loss@max: 1.408234, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 0.977097, loss@max: 1.387236, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.979498, loss@max: 1.383799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.965096, loss@max: 1.382498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.004503, loss@max: 1.406052, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.992860, loss@max: 1.400906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.977281, loss@max: 1.388741, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.992242, loss@max: 1.402895, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 0.976419, loss@max: 1.384164, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.973351, loss@max: 1.387132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.959317, loss@max: 1.383569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.011024, loss@max: 1.407797, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 77, loss@min: 0.977451, loss@max: 1.393113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.969088, loss@max: 1.384351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.967491, loss@max: 1.384236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.011322, loss@max: 1.392799, Top1S acc: 99.609375, Top1T acc: 99.609375{"dataset_dir": "E:\\\\", "dataset_name": "imagenet", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Sep 8 13:22:08 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.257917, loss@max: 1.646461, Top1S acc: 99.609375, Top1T acc: 66.406250 Train:epoch: 2, loss@min: 4.323130, loss@max: 1.821334, Top1S acc: 99.609375, Top1T acc: 65.234375 Train:epoch: 3, loss@min: 3.590879, loss@max: 1.756470, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 4, loss@min: 3.437606, loss@max: 1.766243, Top1S acc: 99.609375, Top1T acc: 75.000000 Train:epoch: 5, loss@min: 3.040254, loss@max: 1.730778, Top1S acc: 100.000000, Top1T acc: 76.562500 Train:epoch: 6, loss@min: 2.283188, loss@max: 1.587055, Top1S acc: 99.218750, Top1T acc: 81.640625 Train:epoch: 7, loss@min: 2.449674, loss@max: 1.647207, Top1S acc: 99.609375, Top1T acc: 81.250000 Train:epoch: 8, loss@min: 2.050111, loss@max: 1.563196, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 9, loss@min: 1.909445, loss@max: 1.540747, Top1S acc: 100.000000, Top1T acc: 88.671875 Train:epoch: 10, loss@min: 1.673851, loss@max: 1.472234, Top1S acc: 99.609375, Top1T acc: 90.625000 Train:epoch: 11, loss@min: 1.612584, loss@max: 1.467034, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 12, loss@min: 1.409923, loss@max: 1.429392, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 13, loss@min: 1.571481, loss@max: 1.467751, Top1S acc: 99.609375, Top1T acc: 91.406250 Train:epoch: 14, loss@min: 1.385448, loss@max: 1.432919, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 15, loss@min: 1.401142, loss@max: 1.458050, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 16, loss@min: 1.436508, loss@max: 1.450748, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 17, loss@min: 1.363588, loss@max: 1.428878, Top1S acc: 99.218750, Top1T acc: 95.703125 Train:epoch: 18, loss@min: 1.170502, loss@max: 1.380060, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 19, loss@min: 1.187613, loss@max: 1.386484, Top1S acc: 99.609375, Top1T acc: 97.656250 Train:epoch: 20, loss@min: 1.248637, loss@max: 1.430599, Top1S acc: 99.609375, Top1T acc: 95.312500 Train:epoch: 21, loss@min: 1.113409, loss@max: 1.376065, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.087648, loss@max: 1.373784, Top1S acc: 99.609375, Top1T acc: 98.437500 Train:epoch: 23, loss@min: 1.220459, loss@max: 1.427438, Top1S acc: 99.218750, Top1T acc: 97.265625 Train:epoch: 24, loss@min: 1.156146, loss@max: 1.410188, Top1S acc: 99.609375, Top1T acc: 97.656250 Train:epoch: 25, loss@min: 1.153883, loss@max: 1.424784, Top1S acc: 99.609375, Top1T acc: 98.437500 Train:epoch: 26, loss@min: 1.061128, loss@max: 1.380975, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 1.061709, loss@max: 1.385647, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 1.143054, loss@max: 1.426586, Top1S acc: 99.609375, Top1T acc: 98.046875 Train:epoch: 29, loss@min: 1.098414, loss@max: 1.412575, Top1S acc: 99.218750, Top1T acc: 98.046875 Train:epoch: 30, loss@min: 1.036094, loss@max: 1.390940, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 1.120766, loss@max: 1.413226, Top1S acc: 99.218750, Top1T acc: 98.046875 Train:epoch: 32, loss@min: 1.150776, loss@max: 1.432506, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 33, loss@min: 1.070215, loss@max: 1.393527, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 34, loss@min: 1.046811, loss@max: 1.414606, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 35, loss@min: 1.034148, loss@max: 1.402670, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 36, loss@min: 1.027542, loss@max: 1.400750, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 1.022196, loss@max: 1.396653, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 1.013154, loss@max: 1.403056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.026218, loss@max: 1.402878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.058038, loss@max: 1.420009, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 41, loss@min: 0.996167, loss@max: 1.402585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.999508, loss@max: 1.401824, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 43, loss@min: 1.093633, loss@max: 1.398741, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 44, loss@min: 1.025628, loss@max: 1.417068, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 45, loss@min: 1.014520, loss@max: 1.417264, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.998802, loss@max: 1.397528, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.984334, loss@max: 1.384214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 1.068421, loss@max: 1.421286, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 49, loss@min: 0.978334, loss@max: 1.404350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.982071, loss@max: 1.398951, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.999833, loss@max: 1.390348, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 52, loss@min: 1.003858, loss@max: 1.402536, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 53, loss@min: 1.003764, loss@max: 1.390004, Top1S acc: 99.218750, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 1.023586, loss@max: 1.406699, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 55, loss@min: 1.127191, loss@max: 1.429115, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 56, loss@min: 1.012293, loss@max: 1.404683, Top1S acc: 99.609375, Top1T acc: 98.828125 Train:epoch: 57, loss@min: 0.988753, loss@max: 1.385443, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.997158, loss@max: 1.419113, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.995852, loss@max: 1.395358, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 60, loss@min: 0.998481, loss@max: 1.391875, Top1S acc: 99.218750, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.988949, loss@max: 1.404263, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 62, loss@min: 1.005252, loss@max: 1.408590, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 1.059575, loss@max: 1.418221, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 64, loss@min: 0.984792, loss@max: 1.392828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.002216, loss@max: 1.408234, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 66, loss@min: 0.977097, loss@max: 1.387236, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.979498, loss@max: 1.383799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.965096, loss@max: 1.382498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.004503, loss@max: 1.406052, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 70, loss@min: 0.992860, loss@max: 1.400906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.977281, loss@max: 1.388741, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.992242, loss@max: 1.402895, Top1S acc: 99.609375, Top1T acc: 99.609375 Train:epoch: 73, loss@min: 0.976419, loss@max: 1.384164, Top1S acc: 99.609375, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.973351, loss@max: 1.387132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.959317, loss@max: 1.383569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.011024, loss@max: 1.407797, Top1S acc: 99.609375, Top1T acc: 99.218750 Train:epoch: 77, loss@min: 0.977451, loss@max: 1.393113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.969088, loss@max: 1.384351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.967491, loss@max: 1.384236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.011322, loss@max: 1.392799, Top1S acc: 99.609375, Top1T acc: 99.609375 Test:epoch: 80, LS: 2.047672, LT: 2.054981, Top1S: 59.837997, Top1T: 59.629997Best acc: 59.837997 Train:epoch: 81, loss@min: 0.964813, loss@max: 1.386378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 2.047744, LT: 2.055153, Top1S: 59.871998, Top1T: 59.627998Best acc: 59.871998 Train:epoch: 82, loss@min: 0.986490, loss@max: 1.384408, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 2.047613, LT: 2.055527, Top1S: 59.877998, Top1T: 59.613998Best acc: 59.877998 Train:epoch: 83, loss@min: 0.973755, loss@max: 1.383892, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 83, LS: 2.047959, LT: 2.055744, Top1S: 59.907997, Top1T: 59.599998Best acc: 59.907997 Train:epoch: 84, loss@min: 0.961943, loss@max: 1.381048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 2.048554, LT: 2.055902, Top1S: 59.871998, Top1T: 59.605999 Train:epoch: 85, loss@min: 0.961392, loss@max: 1.380232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 2.048874, LT: 2.056108, Top1S: 59.875999, Top1T: 59.598000 Train:epoch: 86, loss@min: 0.980301, loss@max: 1.386020, Top1S acc: 99.218750, Top1T acc: 100.000000 Test:epoch: 86, LS: 2.048901, LT: 2.056087, Top1S: 59.882000, Top1T: 59.618000 Train:epoch: 87, loss@min: 0.966824, loss@max: 1.383469, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 87, LS: 2.048896, LT: 2.056129, Top1S: 59.905998, Top1T: 59.618000 Train:epoch: 88, loss@min: 0.968626, loss@max: 1.389093, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 88, LS: 2.049030, LT: 2.056303, Top1S: 59.916000, Top1T: 59.623997Best acc: 59.916000 Train:epoch: 89, loss@min: 0.963292, loss@max: 1.379686, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 89, LS: 2.049396, LT: 2.056638, Top1S: 59.903999, Top1T: 59.613998 Train:epoch: 90, loss@min: 0.973729, loss@max: 1.388793, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 90, LS: 2.049740, LT: 2.057060, Top1S: 59.877998, Top1T: 59.595997 Train:epoch: 91, loss@min: 0.989006, loss@max: 1.392410, Top1S acc: 99.609375, Top1T acc: 99.609375 Test:epoch: 91, LS: 2.049962, LT: 2.057425, Top1S: 59.871998, Top1T: 59.585999 Train:epoch: 92, loss@min: 0.997836, loss@max: 1.392247, Top1S acc: 99.218750, Top1T acc: 99.609375 Test:epoch: 92, LS: 2.050126, LT: 2.057641, Top1S: 59.857998, Top1T: 59.573997 Train:epoch: 93, loss@min: 0.977255, loss@max: 1.382298, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 93, LS: 2.050582, LT: 2.057780, Top1S: 59.885998, Top1T: 59.557999 Train:epoch: 94, loss@min: 1.023126, loss@max: 1.397183, Top1S acc: 99.218750, Top1T acc: 99.218750 Test:epoch: 94, LS: 2.050996, LT: 2.057892, Top1S: 59.875999, Top1T: 59.565998 Train:epoch: 95, loss@min: 0.968738, loss@max: 1.389817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 2.051322, LT: 2.058132, Top1S: 59.855999, Top1T: 59.553997 Train:epoch: 96, loss@min: 0.961720, loss@max: 1.379345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 2.051556, LT: 2.058469, Top1S: 59.843998, Top1T: 59.549999 Train:epoch: 97, loss@min: 0.969171, loss@max: 1.381068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 2.051901, LT: 2.058948, Top1S: 59.840000, Top1T: 59.539997 Train:epoch: 98, loss@min: 0.961491, loss@max: 1.379690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 2.052204, LT: 2.059355, Top1S: 59.843998, Top1T: 59.545998 Train:epoch: 99, loss@min: 0.995110, loss@max: 1.392761, Top1S acc: 99.218750, Top1T acc: 99.609375 Test:epoch: 99, LS: 2.052245, LT: 2.059552, Top1S: 59.841999, Top1T: 59.551998 Train:epoch: 100, loss@min: 0.957092, loss@max: 1.375578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 2.052399, LT: 2.059521, Top1S: 59.849998, Top1T: 59.557999 Train:epoch: 101, loss@min: 0.959893, loss@max: 1.377969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 2.052576, LT: 2.059554, Top1S: 59.841999, Top1T: 59.549999 Train:epoch: 102, loss@min: 0.975857, loss@max: 1.383938, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 2.052714, LT: 2.059719, Top1S: 59.837997, Top1T: 59.531998 Train:epoch: 103, loss@min: 0.975004, loss@max: 1.385582, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 103, LS: 2.052753, LT: 2.059881, Top1S: 59.815998, Top1T: 59.537998 Train:epoch: 104, loss@min: 0.969135, loss@max: 1.379353, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 2.052665, LT: 2.060043, Top1S: 59.835999, Top1T: 59.528000 Train:epoch: 105, loss@min: 1.031584, loss@max: 1.410103, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 105, LS: 2.052686, LT: 2.060137, Top1S: 59.837997, Top1T: 59.542000 Train:epoch: 106, loss@min: 0.961204, loss@max: 1.382881, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 2.052693, LT: 2.060258, Top1S: 59.845997, Top1T: 59.542000 Train:epoch: 107, loss@min: 0.986743, loss@max: 1.388286, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 107, LS: 2.052756, LT: 2.060300, Top1S: 59.848000, Top1T: 59.557999 Train:epoch: 108, loss@min: 1.008108, loss@max: 1.402579, Top1S acc: 99.218750, Top1T acc: 99.218750 Test:epoch: 108, LS: 2.052921, LT: 2.060286, Top1S: 59.865997, Top1T: 59.534000 Train:epoch: 109, loss@min: 0.974415, loss@max: 1.380709, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 109, LS: 2.053026, LT: 2.060332, Top1S: 59.863998, Top1T: 59.501999 Train:epoch: 110, loss@min: 0.961983, loss@max: 1.371253, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 110, LS: 2.053168, LT: 2.060309, Top1S: 59.857998, Top1T: 59.509998 Train:epoch: 111, loss@min: 0.971939, loss@max: 1.391366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 2.053191, LT: 2.060167, Top1S: 59.868000, Top1T: 59.523998 Train:epoch: 112, loss@min: 0.961461, loss@max: 1.380596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 2.053237, LT: 2.060129, Top1S: 59.857998, Top1T: 59.525997 Train:epoch: 113, loss@min: 0.962238, loss@max: 1.377312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 2.053339, LT: 2.060232, Top1S: 59.849998, Top1T: 59.523998 Train:epoch: 114, loss@min: 0.974280, loss@max: 1.385489, Top1S acc: 99.218750, Top1T acc: 100.000000 Test:epoch: 114, LS: 2.053353, LT: 2.060319, Top1S: 59.845997, Top1T: 59.528000 Train:epoch: 115, loss@min: 0.960611, loss@max: 1.382649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 2.053351, LT: 2.060441, Top1S: 59.840000, Top1T: 59.537998 Train:epoch: 116, loss@min: 0.983882, loss@max: 1.390691, Top1S acc: 99.609375, Top1T acc: 99.609375 Test:epoch: 116, LS: 2.053410, LT: 2.060585, Top1S: 59.855999, Top1T: 59.528000 Train:epoch: 117, loss@min: 0.989473, loss@max: 1.395587, Top1S acc: 99.609375, Top1T acc: 99.609375 Test:epoch: 117, LS: 2.053495, LT: 2.060691, Top1S: 59.859997, Top1T: 59.531998 Train:epoch: 118, loss@min: 0.980215, loss@max: 1.390961, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 118, LS: 2.053550, LT: 2.060721, Top1S: 59.859997, Top1T: 59.531998 Train:epoch: 119, loss@min: 0.969141, loss@max: 1.378895, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 119, LS: 2.053593, LT: 2.060736, Top1S: 59.859997, Top1T: 59.515999 Train:epoch: 120, loss@min: 1.000591, loss@max: 1.394185, Top1S acc: 99.609375, Top1T acc: 99.609375 Test:epoch: 120, LS: 2.053572, LT: 2.060699, Top1S: 59.857998, Top1T: 59.531998 Train:epoch: 121, loss@min: 0.954856, loss@max: 1.380962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 2.053541, LT: 2.060660, Top1S: 59.859997, Top1T: 59.529999 Train:epoch: 122, loss@min: 0.969996, loss@max: 1.385313, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 122, LS: 2.053539, LT: 2.060615, Top1S: 59.857998, Top1T: 59.529999 Train:epoch: 123, loss@min: 0.966285, loss@max: 1.379234, Top1S acc: 99.609375, Top1T acc: 100.000000 Test:epoch: 123, LS: 2.053532, LT: 2.060574, Top1S: 59.851997, Top1T: 59.534000 Train:epoch: 124, loss@min: 0.971189, loss@max: 1.380601, Top1S acc: 99.609375, Top1T acc: 100.000000{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Sat Sep 9 22:14:27 2023 -------------------------------------------{"dataset_dir": "G:\\\\datasets", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "G:/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "G:/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Sat Sep 9 22:15:31 2023 ------------------------------------------- Train:epoch: 1, loss@min: 4.799789, loss@max: 1.687465, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 2, loss@min: 4.535921, loss@max: 1.748732, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 3, loss@min: 4.007724, loss@max: 1.714826, Top1S acc: 100.000000, Top1T acc: 66.336632 Train:epoch: 4, loss@min: 3.923184, loss@max: 1.785925, Top1S acc: 100.000000, Top1T acc: 65.346535 Train:epoch: 5, loss@min: 3.234344, loss@max: 1.683789, Top1S acc: 100.000000, Top1T acc: 69.306931 Train:epoch: 6, loss@min: 3.414145, loss@max: 1.796447, Top1S acc: 100.000000, Top1T acc: 65.346535 Train:epoch: 7, loss@min: 3.325536, loss@max: 1.834215, Top1S acc: 100.000000, Top1T acc: 74.257423 Train:epoch: 8, loss@min: 3.036939, loss@max: 1.806394, Top1S acc: 100.000000, Top1T acc: 76.237625 Train:epoch: 9, loss@min: 2.663439, loss@max: 1.763010, Top1S acc: 100.000000, Top1T acc: 76.237625 Train:epoch: 10, loss@min: 2.772066, loss@max: 1.829306, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 11, loss@min: 2.599455, loss@max: 1.816010, Top1S acc: 100.000000, Top1T acc: 82.178215 Train:epoch: 12, loss@min: 2.785805, loss@max: 1.902237, Top1S acc: 100.000000, Top1T acc: 74.257423 Train:epoch: 13, loss@min: 2.546192, loss@max: 1.845571, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 14, loss@min: 2.245996, loss@max: 1.805231, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 15, loss@min: 2.232244, loss@max: 1.798098, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 16, loss@min: 2.136573, loss@max: 1.777707, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 17, loss@min: 1.904684, loss@max: 1.697787, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 18, loss@min: 1.986071, loss@max: 1.736837, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 19, loss@min: 1.864332, loss@max: 1.707433, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 20, loss@min: 2.060232, loss@max: 1.755895, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 21, loss@min: 1.597917, loss@max: 1.634022, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 22, loss@min: 1.657764, loss@max: 1.637346, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 23, loss@min: 1.751652, loss@max: 1.678906, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 24, loss@min: 1.766395, loss@max: 1.683902, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 25, loss@min: 1.461295, loss@max: 1.580350, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 26, loss@min: 1.573292, loss@max: 1.627400, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 27, loss@min: 1.528400, loss@max: 1.614667, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 28, loss@min: 1.465513, loss@max: 1.608763, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 29, loss@min: 1.687601, loss@max: 1.654579, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 30, loss@min: 1.344123, loss@max: 1.561862, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 31, loss@min: 1.565442, loss@max: 1.634178, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 32, loss@min: 1.242462, loss@max: 1.512338, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 33, loss@min: 1.319142, loss@max: 1.554422, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 34, loss@min: 1.320743, loss@max: 1.555856, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 35, loss@min: 1.357482, loss@max: 1.545872, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 36, loss@min: 1.296582, loss@max: 1.555392, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 37, loss@min: 1.259926, loss@max: 1.533854, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 38, loss@min: 1.219278, loss@max: 1.533710, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 39, loss@min: 1.183024, loss@max: 1.513895, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 40, loss@min: 1.154038, loss@max: 1.510404, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 41, loss@min: 1.200670, loss@max: 1.515700, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 42, loss@min: 1.188081, loss@max: 1.518080, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 43, loss@min: 1.115964, loss@max: 1.462740, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 44, loss@min: 1.306859, loss@max: 1.542974, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 45, loss@min: 1.179056, loss@max: 1.505776, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 46, loss@min: 1.162906, loss@max: 1.494149, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 47, loss@min: 1.310751, loss@max: 1.562439, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 48, loss@min: 1.106307, loss@max: 1.476609, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 49, loss@min: 1.099594, loss@max: 1.483545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.067569, loss@max: 1.467891, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 51, loss@min: 1.139230, loss@max: 1.493316, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 52, loss@min: 1.197467, loss@max: 1.553035, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 53, loss@min: 1.117680, loss@max: 1.493592, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 54, loss@min: 1.146450, loss@max: 1.496219, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 55, loss@min: 1.030284, loss@max: 1.441248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.084313, loss@max: 1.459691, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 57, loss@min: 1.023941, loss@max: 1.451304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.049353, loss@max: 1.470693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.083936, loss@max: 1.478218, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 60, loss@min: 1.113362, loss@max: 1.492358, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 61, loss@min: 1.052986, loss@max: 1.459507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 1.031946, loss@max: 1.445428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.111126, loss@max: 1.483733, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 64, loss@min: 1.065071, loss@max: 1.475487, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 65, loss@min: 1.025481, loss@max: 1.436065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.028273, loss@max: 1.451620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.035576, loss@max: 1.471652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.021269, loss@max: 1.448148, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.024492, loss@max: 1.442793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.136622, loss@max: 1.523964, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 71, loss@min: 1.063955, loss@max: 1.466921, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 72, loss@min: 1.018657, loss@max: 1.441507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.046802, loss@max: 1.435711, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 74, loss@min: 1.181372, loss@max: 1.472457, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 1.121482, loss@max: 1.498627, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 76, loss@min: 1.092720, loss@max: 1.501269, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 77, loss@min: 1.104244, loss@max: 1.474259, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 78, loss@min: 1.007083, loss@max: 1.437876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 1.056707, loss@max: 1.469362, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 80, loss@min: 1.013469, loss@max: 1.452779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.089207, loss@max: 1.465912, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 82, loss@min: 1.008268, loss@max: 1.441941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.053764, loss@max: 1.461633, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 84, loss@min: 0.977270, loss@max: 1.408293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 1.038399, loss@max: 1.462794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 1.026048, loss@max: 1.448999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.012823, loss@max: 1.442445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.016069, loss@max: 1.435691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.032195, loss@max: 1.449168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.001499, loss@max: 1.433501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.002288, loss@max: 1.414330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.999247, loss@max: 1.422459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.009903, loss@max: 1.430632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.999752, loss@max: 1.424228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.018315, loss@max: 1.429205, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 96, loss@min: 1.052022, loss@max: 1.449692, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 97, loss@min: 1.012981, loss@max: 1.440159, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 98, loss@min: 1.000754, loss@max: 1.433152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.039490, loss@max: 1.460356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 1.016864, loss@max: 1.456970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.985423, loss@max: 1.419063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 1.001222, loss@max: 1.430003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.993842, loss@max: 1.423397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 1.023320, loss@max: 1.436237, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 105, loss@min: 1.009583, loss@max: 1.429649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 1.004049, loss@max: 1.427898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 1.038227, loss@max: 1.436920, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 108, loss@min: 0.985776, loss@max: 1.408009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.995459, loss@max: 1.406763, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 1.023291, loss@max: 1.438734, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 111, loss@min: 0.979514, loss@max: 1.401187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 1.027290, loss@max: 1.452968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 1.025404, loss@max: 1.431060, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 114, loss@min: 1.006420, loss@max: 1.426960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.999024, loss@max: 1.423089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.989288, loss@max: 1.415036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.980084, loss@max: 1.404334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 1.109966, loss@max: 1.463314, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 119, loss@min: 0.992001, loss@max: 1.420162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 1.011769, loss@max: 1.447400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.994378, loss@max: 1.421101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 1.001167, loss@max: 1.427113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.997041, loss@max: 1.424442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 1.085005, loss@max: 1.481403, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 125, loss@min: 1.049609, loss@max: 1.462436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 1.006439, loss@max: 1.438930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 127, loss@min: 0.988797, loss@max: 1.412880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 1.005795, loss@max: 1.436212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 1.043385, loss@max: 1.444476, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 130, loss@min: 1.079712, loss@max: 1.458367, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 130, LS: 1.336879, LT: 1.333862, Top1S: 66.455193, Top1T: 66.534492Best acc: 66.534492 Train:epoch: 131, loss@min: 1.090333, loss@max: 1.458713, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 131, LS: 1.336862, LT: 1.333863, Top1S: 66.428757, Top1T: 66.534492 Train:epoch: 132, loss@min: 1.039776, loss@max: 1.426305, Top1S acc: 100.000000, Top1T acc: 98.019798 Test:epoch: 132, LS: 1.336857, LT: 1.333872, Top1S: 66.428757, Top1T: 66.508057 Train:epoch: 133, loss@min: 1.050400, loss@max: 1.446385, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 133, LS: 1.336850, LT: 1.333881, Top1S: 66.428757, Top1T: 66.508057 Train:epoch: 134, loss@min: 1.002813, loss@max: 1.424583, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.336859, LT: 1.333894, Top1S: 66.455193, Top1T: 66.508057 Train:epoch: 135, loss@min: 0.994197, loss@max: 1.423084, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.336859, LT: 1.333904, Top1S: 66.455193, Top1T: 66.481628 Train:epoch: 136, loss@min: 1.092464, loss@max: 1.487537, Top1S acc: 100.000000, Top1T acc: 98.019798 Test:epoch: 136, LS: 1.336869, LT: 1.333919, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 137, loss@min: 1.011023, loss@max: 1.430877, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 137, LS: 1.336886, LT: 1.333932, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 138, loss@min: 0.992252, loss@max: 1.412711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.336904, LT: 1.333944, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 139, loss@min: 1.009895, loss@max: 1.448080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.336912, LT: 1.333956, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 140, loss@min: 1.067193, loss@max: 1.457993, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 140, LS: 1.336921, LT: 1.333966, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 141, loss@min: 1.020375, loss@max: 1.436083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.336919, LT: 1.333965, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 142, loss@min: 0.991597, loss@max: 1.419486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.336918, LT: 1.333964, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 143, loss@min: 0.999649, loss@max: 1.424251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.336917, LT: 1.333964, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 144, loss@min: 0.997709, loss@max: 1.423355, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.336917, LT: 1.333963, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 145, loss@min: 1.094187, loss@max: 1.467205, Top1S acc: 100.000000, Top1T acc: 98.019798 Test:epoch: 145, LS: 1.336915, LT: 1.333960, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 146, loss@min: 1.077519, loss@max: 1.462725, Top1S acc: 100.000000, Top1T acc: 98.019798 Test:epoch: 146, LS: 1.336914, LT: 1.333958, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 147, loss@min: 0.985734, loss@max: 1.409832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.336914, LT: 1.333957, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 148, loss@min: 1.069582, loss@max: 1.453915, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 148, LS: 1.336914, LT: 1.333956, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 149, loss@min: 0.989601, loss@max: 1.414497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.336914, LT: 1.333956, Top1S: 66.428757, Top1T: 66.481628 Train:epoch: 150, loss@min: 1.139473, loss@max: 1.470263, Top1S acc: 100.000000, Top1T acc: 97.029701 Test:epoch: 150, LS: 1.336914, LT: 1.333956, Top1S: 66.428757, Top1T: 66.481628 ------------------------------------------- Sat Sep 9 22:34:00 2023 ------------------------------------------- {"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 160} ------------------------------------------- Wed Jan 17 11:46:22 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.673530, loss@max: 1.028641, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 2.674665, loss@max: 1.043572, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 3, loss@min: 2.502458, loss@max: 1.012794, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 4, loss@min: 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Top1T: 89.452332 Train:epoch: 166, loss@min: 0.951006, loss@max: 1.366386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 166, LS: 0.369060, LT: 0.371055, Top1S: 89.574036, Top1T: 89.452332 Train:epoch: 167, loss@min: 0.967724, loss@max: 1.377485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 167, LS: 0.368616, LT: 0.370688, Top1S: 89.574036, Top1T: 89.452332 Train:epoch: 168, loss@min: 0.959116, loss@max: 1.370265, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 168, LS: 0.368315, LT: 0.370398, Top1S: 89.574036, Top1T: 89.492905 Train:epoch: 169, loss@min: 0.948291, loss@max: 1.363540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 169, LS: 0.367993, LT: 0.370023, Top1S: 89.614601, Top1T: 89.492905 Train:epoch: 170, loss@min: 0.948135, loss@max: 1.364418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 170, LS: 0.367694, LT: 0.369634, Top1S: 89.614601, Top1T: 89.492905 Train:epoch: 171, loss@min: 0.947472, loss@max: 1.358906, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 12:01:00 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.677516, loss@max: 1.029585, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 2.672646, loss@max: 1.042993, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 2.497838, loss@max: 1.011432, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 2.484299, loss@max: 1.025143, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 5, loss@min: 2.568999, loss@max: 1.058950, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 6, loss@min: 2.525083, loss@max: 1.060784, Top1S acc: 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loss@max: 1.412374, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 106, loss@min: 0.945456, loss@max: 1.395375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.950081, loss@max: 1.398963, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.953023, loss@max: 1.404993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.951351, loss@max: 1.395480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.943372, loss@max: 1.385420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.950692, loss@max: 1.383752, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.955229, loss@max: 1.377850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.956952, loss@max: 1.369022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.955046, loss@max: 1.361788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.978678, loss@max: 1.368755, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 116, loss@min: 0.965668, loss@max: 1.358089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.959744, loss@max: 1.354350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.960323, loss@max: 1.361672, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.962154, loss@max: 1.365346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.953533, loss@max: 1.359150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.392945, LT: 0.395180, Top1S: 88.884384, Top1T: 88.924950Best acc: 88.924950 Train:epoch: 121, loss@min: 0.953445, loss@max: 1.360985, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.391953, LT: 0.394312, Top1S: 88.843811, Top1T: 88.884384 Train:epoch: 122, loss@min: 0.957502, loss@max: 1.370248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.390374, LT: 0.392833, Top1S: 88.843811, Top1T: 88.884384 Train:epoch: 123, loss@min: 0.951339, loss@max: 1.370867, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.388837, LT: 0.391240, Top1S: 88.884384, Top1T: 88.843811 Train:epoch: 124, loss@min: 0.978531, loss@max: 1.391433, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.387139, LT: 0.389690, Top1S: 88.924950, Top1T: 88.924950 Train:epoch: 125, loss@min: 0.944796, loss@max: 1.371264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.385539, LT: 0.388328, Top1S: 89.046654, Top1T: 89.087219Best acc: 89.087219 Train:epoch: 126, loss@min: 0.943876, loss@max: 1.370031, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Jan 17 12:10:11 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.190319, loss@max: 1.046078, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.775970, loss@max: 1.083025, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 3, loss@min: 1.386258, loss@max: 1.094826, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 4, loss@min: 1.340343, loss@max: 1.174000, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 5, loss@min: 1.226072, loss@max: 1.212496, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 6, loss@min: 1.018275, loss@max: 1.215693, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 1.043560, loss@max: 1.266176, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 8, loss@min: 1.055530, loss@max: 1.311545, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.924668, 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loss@min: 0.924768, loss@max: 1.251824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.037900, loss@max: 1.280197, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 21, loss@min: 0.922622, loss@max: 1.229442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.932410, loss@max: 1.232251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.934748, loss@max: 1.224621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.966359, loss@max: 1.239883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.947330, loss@max: 1.227657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.940941, loss@max: 1.223988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.943790, loss@max: 1.238569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.950191, loss@max: 1.241462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.940289, loss@max: 1.250542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.936722, loss@max: 1.248098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.954394, loss@max: 1.277207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.940696, loss@max: 1.273831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.969398, loss@max: 1.288680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.928983, loss@max: 1.272499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.939693, loss@max: 1.287462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.936193, loss@max: 1.293880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.925249, loss@max: 1.290551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.925099, loss@max: 1.294652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.925017, loss@max: 1.300630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.933658, loss@max: 1.316229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.958453, loss@max: 1.319359, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.927915, loss@max: 1.318047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.928570, loss@max: 1.313576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.933036, loss@max: 1.311520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.940156, loss@max: 1.330238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.933734, loss@max: 1.320605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.933262, loss@max: 1.317125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.939447, loss@max: 1.314645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945992, loss@max: 1.323020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.938454, loss@max: 1.321280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.938315, loss@max: 1.326805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.941108, loss@max: 1.323483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.946472, loss@max: 1.329782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.940995, loss@max: 1.322083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.942095, loss@max: 1.332821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.946025, loss@max: 1.335703, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.954774, loss@max: 1.342909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.937923, loss@max: 1.331169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.936286, loss@max: 1.336625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.935289, loss@max: 1.337275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.942259, loss@max: 1.336299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.947399, loss@max: 1.331770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.943027, loss@max: 1.337068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.942730, loss@max: 1.335258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946882, loss@max: 1.334778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.952905, loss@max: 1.346303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.935992, loss@max: 1.344998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.941326, loss@max: 1.344364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.940717, loss@max: 1.354101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.942287, loss@max: 1.347450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.941720, loss@max: 1.350119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.948480, loss@max: 1.353979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.945207, loss@max: 1.344279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.949355, loss@max: 1.349981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.947440, loss@max: 1.344177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.948280, loss@max: 1.349418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.947199, loss@max: 1.351544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.944519, loss@max: 1.346045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.940610, loss@max: 1.351925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.940102, loss@max: 1.355042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.383016, LT: 0.386447, Top1S: 89.452332, Top1T: 89.614601Best acc: 89.614601 Train:epoch: 81, loss@min: 0.938231, loss@max: 1.355773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.383105, LT: 0.386460, Top1S: 89.452332, Top1T: 89.614601 Train:epoch: 82, loss@min: 0.943288, loss@max: 1.353642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.383192, LT: 0.386466, Top1S: 89.452332, Top1T: 89.574036 Train:epoch: 83, loss@min: 0.945497, loss@max: 1.348917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.383230, LT: 0.386523, Top1S: 89.452332, Top1T: 89.533470 Train:epoch: 84, loss@min: 0.944715, loss@max: 1.350028, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Jan 17 12:16:54 2024 -------------------------------------------{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Wed Jan 17 12:17:22 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.191453, loss@max: 1.046093, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.776409, loss@max: 1.082530, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 3, loss@min: 1.386856, loss@max: 1.094375, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 4, loss@min: 1.338315, loss@max: 1.173289, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 5, loss@min: 1.221564, loss@max: 1.212169, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 6, loss@min: 1.014244, loss@max: 1.216633, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 1.036733, loss@max: 1.267736, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 8, loss@min: 1.048761, loss@max: 1.314720, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.916489, loss@max: 1.298305, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 10, loss@min: 0.956208, loss@max: 1.327566, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 11, loss@min: 0.937886, loss@max: 1.347587, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 12, loss@min: 0.865420, loss@max: 1.335344, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 13, loss@min: 0.917598, loss@max: 1.356310, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 14, loss@min: 0.830748, loss@max: 1.317734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.832288, loss@max: 1.307084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.924305, loss@max: 1.319392, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.863002, loss@max: 1.273451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.892939, loss@max: 1.264506, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.916631, loss@max: 1.249706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.025088, loss@max: 1.274566, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 21, loss@min: 0.921150, loss@max: 1.226205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.931256, loss@max: 1.226060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.936190, loss@max: 1.218947, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.960606, loss@max: 1.231616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.948138, loss@max: 1.223859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.941131, loss@max: 1.219364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.942524, loss@max: 1.235088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.951567, loss@max: 1.240658, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.941687, loss@max: 1.250769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.933003, loss@max: 1.248449, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.956388, loss@max: 1.281851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.929981, loss@max: 1.273559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.963465, loss@max: 1.292046, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.924193, loss@max: 1.277118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.931208, loss@max: 1.290949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.931408, loss@max: 1.296346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.921236, loss@max: 1.291555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.924133, loss@max: 1.296376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.924185, loss@max: 1.299181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.942801, loss@max: 1.318370, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.973615, loss@max: 1.319249, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.934191, loss@max: 1.315203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.931124, loss@max: 1.309913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.936142, loss@max: 1.309025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.954756, loss@max: 1.330010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.941076, loss@max: 1.317568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.937181, loss@max: 1.310757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.943200, loss@max: 1.311956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.948901, loss@max: 1.318466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.940377, loss@max: 1.316674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.939255, loss@max: 1.321481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.940529, loss@max: 1.318590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.944088, loss@max: 1.325677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.943340, loss@max: 1.320060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.940994, loss@max: 1.327417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.950185, loss@max: 1.334450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.966204, loss@max: 1.346159, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 58, loss@min: 0.938569, loss@max: 1.328909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.937676, loss@max: 1.335534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.936128, loss@max: 1.335288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.941684, loss@max: 1.335248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.944825, loss@max: 1.332742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.941880, loss@max: 1.337332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.940954, loss@max: 1.335172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.944023, loss@max: 1.334332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.982054, loss@max: 1.349201, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.938145, loss@max: 1.342920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.941954, loss@max: 1.341746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.942462, loss@max: 1.348212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.943953, loss@max: 1.344590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.942050, loss@max: 1.346978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.945700, loss@max: 1.349462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.944767, loss@max: 1.343320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.950084, loss@max: 1.349452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.947541, loss@max: 1.342187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.947582, loss@max: 1.348235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.947297, loss@max: 1.350911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.945803, loss@max: 1.343853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.941592, loss@max: 1.349283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.942910, loss@max: 1.351445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.427619, LT: 0.422737, Top1S: 88.316429, Top1T: 88.762680Best acc: 88.762680 Train:epoch: 81, loss@min: 0.940861, loss@max: 1.352697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.427676, LT: 0.422709, Top1S: 88.316429, Top1T: 88.762680 Train:epoch: 82, loss@min: 0.945387, loss@max: 1.351103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.427680, LT: 0.422709, Top1S: 88.438133, Top1T: 88.803246Best acc: 88.803246 Train:epoch: 83, loss@min: 0.947891, loss@max: 1.345034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.427836, LT: 0.423041, Top1S: 88.478699, Top1T: 88.803246 Train:epoch: 84, loss@min: 0.944783, loss@max: 1.348598, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.428016, LT: 0.423297, Top1S: 88.478699, Top1T: 88.803246 Train:epoch: 85, loss@min: 0.946256, loss@max: 1.347398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.428471, LT: 0.423811, Top1S: 88.478699, Top1T: 88.762680 Train:epoch: 86, loss@min: 0.943875, loss@max: 1.355815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.429010, LT: 0.424102, Top1S: 88.478699, Top1T: 88.762680 Train:epoch: 87, loss@min: 0.943808, loss@max: 1.354141, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 12:25:25 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.677606, loss@max: 1.034148, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 2.672066, loss@max: 1.052244, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 2.497427, loss@max: 1.024714, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 2.483628, loss@max: 1.043946, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 5, loss@min: 2.568701, loss@max: 1.081868, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 6, loss@min: 2.524953, loss@max: 1.087764, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 7, loss@min: 2.740857, loss@max: 1.159377, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 8, loss@min: 2.668415, loss@max: 1.162489, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 9, loss@min: 2.621239, loss@max: 1.164709, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 10, loss@min: 2.678296, loss@max: 1.194849, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 11, loss@min: 2.923836, loss@max: 1.269321, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 2.565808, loss@max: 1.200972, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 13, loss@min: 2.767933, loss@max: 1.269066, Top1S acc: 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Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 24, loss@min: 2.510542, loss@max: 1.347054, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 25, loss@min: 2.326990, loss@max: 1.295312, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 26, loss@min: 2.305052, loss@max: 1.267915, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 27, loss@min: 2.558130, loss@max: 1.355974, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 28, loss@min: 2.385270, loss@max: 1.323912, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 29, loss@min: 2.544551, loss@max: 1.357994, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 30, loss@min: 2.279969, loss@max: 1.310492, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 31, loss@min: 2.547523, loss@max: 1.382407, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 32, loss@min: 2.428591, loss@max: 1.360763, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 33, loss@min: 2.314182, loss@max: 1.343104, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 34, loss@min: 2.447234, loss@max: 1.370246, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 35, loss@min: 2.639427, loss@max: 1.423005, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 36, loss@min: 2.518944, loss@max: 1.405825, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 37, loss@min: 2.230325, loss@max: 1.326334, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 38, loss@min: 2.304476, loss@max: 1.356613, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 39, loss@min: 2.135688, loss@max: 1.325454, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 40, loss@min: 2.489592, loss@max: 1.422994, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 41, loss@min: 2.472402, loss@max: 1.409056, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 42, loss@min: 1.817577, loss@max: 1.389182, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 43, loss@min: 1.690410, loss@max: 1.483737, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 44, loss@min: 1.384272, loss@max: 1.485614, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 45, loss@min: 1.561981, loss@max: 1.623206, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 46, loss@min: 1.431560, loss@max: 1.634332, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 47, loss@min: 1.106334, loss@max: 1.584293, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 48, loss@min: 1.100297, loss@max: 1.582787, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 49, loss@min: 1.132141, loss@max: 1.611506, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 50, loss@min: 1.001932, loss@max: 1.578646, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 51, loss@min: 0.928614, loss@max: 1.538526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.950080, loss@max: 1.529294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.016821, loss@max: 1.527385, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 54, loss@min: 0.941734, loss@max: 1.453572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.003402, loss@max: 1.463160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.006671, loss@max: 1.415034, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 57, loss@min: 1.131222, loss@max: 1.416023, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 58, loss@min: 0.991407, loss@max: 1.360662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.015429, loss@max: 1.365375, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 60, loss@min: 1.021474, loss@max: 1.370539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.039343, loss@max: 1.357904, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 62, loss@min: 1.010883, loss@max: 1.345616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.988242, loss@max: 1.342866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.983444, loss@max: 1.339891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.986977, loss@max: 1.365984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.989959, loss@max: 1.373707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.958688, loss@max: 1.368222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.962695, loss@max: 1.378771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.970484, loss@max: 1.385417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.960040, loss@max: 1.386732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.945474, loss@max: 1.381566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.964478, loss@max: 1.405924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.946904, loss@max: 1.375460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.972251, loss@max: 1.383571, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 75, loss@min: 0.953981, loss@max: 1.372961, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.959821, loss@max: 1.374223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.960527, loss@max: 1.373936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.954095, loss@max: 1.369122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.950583, loss@max: 1.363636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.956483, loss@max: 1.365663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.958615, loss@max: 1.368091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.964852, loss@max: 1.371195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.950644, loss@max: 1.360088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.955578, loss@max: 1.370420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.953393, loss@max: 1.365125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.945954, loss@max: 1.365499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.965651, loss@max: 1.377149, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 88, loss@min: 0.953910, loss@max: 1.376376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.948329, loss@max: 1.367516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.947270, loss@max: 1.361916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.948279, loss@max: 1.361436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.951482, 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102, loss@min: 0.949629, loss@max: 1.359589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.951916, loss@max: 1.362015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 0.951155, loss@max: 1.361238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 0.955166, loss@max: 1.370241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.949314, loss@max: 1.360087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.947432, loss@max: 1.363741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.952989, loss@max: 1.366186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.946115, loss@max: 1.362383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.948390, loss@max: 1.358717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.950918, loss@max: 1.368499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.947652, loss@max: 1.362089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.947690, loss@max: 1.361735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.945457, loss@max: 1.360161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.944434, loss@max: 1.366138, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.944061, loss@max: 1.364123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.946445, loss@max: 1.359334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.946473, loss@max: 1.362180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.952597, loss@max: 1.365909, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.945338, loss@max: 1.359565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.365622, LT: 0.368222, Top1S: 89.614601, Top1T: 89.776878Best acc: 89.776878 Train:epoch: 121, loss@min: 0.948480, loss@max: 1.357522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.365519, LT: 0.368012, Top1S: 89.614601, Top1T: 89.898582Best acc: 89.898582 Train:epoch: 122, loss@min: 0.948195, loss@max: 1.364361, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 12:32:23 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.904771, loss@max: 1.603247, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 4.769283, loss@max: 1.598668, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 3, loss@min: 4.584170, loss@max: 1.581851, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 4, loss@min: 4.697289, loss@max: 1.638676, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 5, loss@min: 4.768453, loss@max: 1.690186, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 6, loss@min: 4.676728, loss@max: 1.689171, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 7, loss@min: 4.615505, loss@max: 1.702678, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 8, loss@min: 4.751294, loss@max: 1.763967, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 9, loss@min: 4.824959, loss@max: 1.807746, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 10, loss@min: 4.614555, loss@max: 1.779997, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 11, loss@min: 4.479720, loss@max: 1.770834, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 12, loss@min: 4.569471, loss@max: 1.829155, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 13, loss@min: 4.703578, loss@max: 1.880479, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 14, loss@min: 4.868333, loss@max: 1.938815, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 15, loss@min: 4.852435, loss@max: 1.958120, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 16, loss@min: 4.992870, loss@max: 2.012079, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 17, loss@min: 4.960138, loss@max: 2.040130, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 18, loss@min: 4.918213, loss@max: 2.026397, Top1S acc: 100.000000, Top1T acc: 49.504951 Train:epoch: 19, loss@min: 4.861834, loss@max: 2.022773, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 20, loss@min: 5.084692, loss@max: 2.111563, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 21, loss@min: 4.771335, loss@max: 2.051401, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 22, loss@min: 4.700760, loss@max: 2.026721, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 23, loss@min: 4.617326, loss@max: 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loss@max: 2.187697, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 34, loss@min: 4.548574, loss@max: 2.159786, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 35, loss@min: 4.754024, loss@max: 2.195619, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 36, loss@min: 4.380107, loss@max: 2.091300, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 37, loss@min: 4.266253, loss@max: 2.082263, Top1S acc: 100.000000, Top1T acc: 62.376236 Train:epoch: 38, loss@min: 4.316532, loss@max: 2.087613, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 39, loss@min: 4.200446, loss@max: 2.090518, Top1S acc: 100.000000, Top1T acc: 62.376236 Train:epoch: 40, loss@min: 4.294958, loss@max: 2.102158, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 41, loss@min: 4.467770, loss@max: 2.159389, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 42, loss@min: 3.558134, loss@max: 2.016085, Top1S acc: 100.000000, Top1T acc: 66.336632 Train:epoch: 43, loss@min: 3.222926, loss@max: 2.037909, Top1S acc: 100.000000, Top1T acc: 69.306931 Train:epoch: 44, loss@min: 2.640395, loss@max: 1.938666, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 45, loss@min: 2.516287, loss@max: 1.981291, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 46, loss@min: 2.146791, loss@max: 1.942729, Top1S acc: 100.000000, Top1T acc: 80.198021 Train:epoch: 47, loss@min: 1.748003, loss@max: 1.852168, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 48, loss@min: 1.709605, loss@max: 1.865638, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 49, loss@min: 1.756865, loss@max: 1.898171, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 50, loss@min: 1.571923, loss@max: 1.860646, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 51, loss@min: 1.292361, loss@max: 1.761176, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 52, loss@min: 1.250378, loss@max: 1.715691, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 53, loss@min: 1.287050, loss@max: 1.739830, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 54, loss@min: 1.130599, loss@max: 1.649104, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 55, loss@min: 1.116611, loss@max: 1.621309, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 56, loss@min: 1.228060, loss@max: 1.660124, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 57, loss@min: 1.056099, loss@max: 1.572653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.008503, loss@max: 1.507714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.083544, loss@max: 1.543573, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 60, loss@min: 1.059411, loss@max: 1.513025, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 61, loss@min: 1.068055, loss@max: 1.503483, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 62, loss@min: 1.029685, loss@max: 1.468672, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.035134, loss@max: 1.460000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.996696, loss@max: 1.408682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.014342, loss@max: 1.418619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.020014, loss@max: 1.415637, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 67, loss@min: 1.010947, loss@max: 1.397390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.015894, loss@max: 1.418306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.990883, loss@max: 1.386434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.999731, loss@max: 1.390771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.001525, loss@max: 1.387247, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 72, loss@min: 1.012039, loss@max: 1.399179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.993107, loss@max: 1.382898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.998482, loss@max: 1.391796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.015870, loss@max: 1.400058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 1.014093, loss@max: 1.394915, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 77, loss@min: 0.969987, loss@max: 1.377521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.972626, loss@max: 1.388742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.971875, loss@max: 1.379804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.991521, loss@max: 1.405462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.967930, loss@max: 1.382867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.991508, loss@max: 1.398094, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 83, loss@min: 0.986299, loss@max: 1.392725, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 84, loss@min: 1.019949, loss@max: 1.397489, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 85, loss@min: 0.988199, loss@max: 1.397145, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 86, loss@min: 0.993888, loss@max: 1.408336, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 87, loss@min: 0.960143, loss@max: 1.381099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.953756, loss@max: 1.368654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.962765, loss@max: 1.389563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.952790, loss@max: 1.372191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.995934, loss@max: 1.396388, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 92, loss@min: 0.964163, loss@max: 1.382357, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.957614, loss@max: 1.374544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.969498, loss@max: 1.380491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.958450, loss@max: 1.377403, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.966013, loss@max: 1.383930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.952352, loss@max: 1.374670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.952104, loss@max: 1.367915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.963693, loss@max: 1.384572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.956301, loss@max: 1.375597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.952953, loss@max: 1.374994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.955444, loss@max: 1.369914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.955570, loss@max: 1.368978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 0.982765, loss@max: 1.380270, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 105, loss@min: 0.955798, loss@max: 1.367347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.959684, loss@max: 1.372784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.962253, loss@max: 1.371199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.959237, loss@max: 1.371795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.959910, loss@max: 1.366996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.959721, loss@max: 1.380258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.984939, loss@max: 1.391533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.958879, loss@max: 1.371657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.954753, loss@max: 1.368131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.959209, loss@max: 1.375131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.971013, loss@max: 1.381784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.958597, loss@max: 1.367861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.979645, loss@max: 1.382935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.954045, loss@max: 1.373416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.955790, loss@max: 1.362640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.957450, loss@max: 1.373220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.410283, LT: 1.393189, Top1S: 65.952942, Top1T: 66.190849Best acc: 66.190849 Train:epoch: 121, loss@min: 0.953171, loss@max: 1.363980, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.410891, LT: 1.393630, Top1S: 65.979378, Top1T: 66.217285Best acc: 66.217285 Train:epoch: 122, loss@min: 0.970600, loss@max: 1.382434, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 12:39:43 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.844189, loss@max: 1.587316, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 5.155034, loss@max: 1.689798, Top1S acc: 100.000000, Top1T acc: 48.514851 Train:epoch: 3, loss@min: 4.675696, loss@max: 1.598937, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 4, loss@min: 4.703605, loss@max: 1.632417, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 5, loss@min: 5.354406, loss@max: 1.820344, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 6, loss@min: 4.723570, loss@max: 1.691414, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 7, loss@min: 4.678836, loss@max: 1.711834, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 8, loss@min: 5.050816, loss@max: 1.834786, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 9, loss@min: 5.188701, loss@max: 1.894396, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 10, loss@min: 5.093711, loss@max: 1.890827, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 11, loss@min: 5.214654, loss@max: 1.941266, Top1S acc: 99.009903, Top1T acc: 53.465347 Train:epoch: 12, loss@min: 5.416354, loss@max: 2.018245, Top1S acc: 99.009903, Top1T acc: 50.495049 Train:epoch: 13, loss@min: 5.668204, loss@max: 2.094012, Top1S acc: 99.009903, Top1T acc: 51.485149 Train:epoch: 14, loss@min: 6.146653, loss@max: 2.226595, Top1S acc: 99.009903, Top1T acc: 54.455444 Train:epoch: 15, loss@min: 6.614882, loss@max: 2.346140, Top1S acc: 98.019798, Top1T acc: 47.524754 Train:epoch: 16, loss@min: 7.738821, loss@max: 2.634321, Top1S acc: 94.059402, Top1T acc: 46.534653 Train:epoch: 17, loss@min: 8.229877, loss@max: 2.775077, Top1S acc: 89.108910, Top1T acc: 47.524754 Train:epoch: 18, loss@min: 9.388842, loss@max: 3.082519, Top1S acc: 95.049507, Top1T acc: 44.554455 Train:epoch: 19, loss@min: 7.126289, loss@max: 2.534351, Top1S acc: 96.039604, Top1T acc: 52.475246 Train:epoch: 20, loss@min: 6.059134, loss@max: 2.315566, Top1S acc: 97.029701, Top1T acc: 54.455444 Train:epoch: 21, loss@min: 5.701086, loss@max: 2.235701, Top1S acc: 97.029701, Top1T acc: 50.495049 Train:epoch: 22, loss@min: 5.646089, loss@max: 2.228267, Top1S acc: 97.029701, Top1T acc: 52.475246 Train:epoch: 23, loss@min: 5.924390, loss@max: 2.328050, Top1S acc: 98.019798, Top1T acc: 45.544552 Train:epoch: 24, loss@min: 6.292665, loss@max: 2.443439, Top1S acc: 99.009903, Top1T acc: 45.544552 Train:epoch: 25, loss@min: 6.352300, loss@max: 2.453294, Top1S acc: 99.009903, Top1T acc: 50.495049 Train:epoch: 26, loss@min: 6.909410, loss@max: 2.617627, Top1S acc: 99.009903, Top1T acc: 47.524754 Train:epoch: 27, loss@min: 6.799357, loss@max: 2.586313, Top1S acc: 98.019798, Top1T acc: 44.554455 Train:epoch: 28, loss@min: 7.171107, loss@max: 2.676486, Top1S acc: 99.009903, Top1T acc: 48.514851 Train:epoch: 29, loss@min: 6.798008, loss@max: 2.604084, Top1S acc: 99.009903, Top1T acc: 47.524754 Train:epoch: 30, loss@min: 6.821859, loss@max: 2.624480, Top1S acc: 98.019798, Top1T acc: 45.544552 Train:epoch: 31, loss@min: 7.917470, loss@max: 2.876149, Top1S acc: 98.019798, Top1T acc: 40.594059 Train:epoch: 32, loss@min: 7.734228, loss@max: 2.805729, Top1S acc: 98.019798, Top1T acc: 42.574257 Train:epoch: 33, loss@min: 8.515537, loss@max: 3.002730, 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loss@max: 1.548944, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 64, loss@min: 1.065126, loss@max: 1.490253, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 65, loss@min: 1.110815, loss@max: 1.518433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.082407, loss@max: 1.493184, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 67, loss@min: 1.041817, loss@max: 1.451838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.114887, loss@max: 1.494885, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 69, loss@min: 1.011951, loss@max: 1.431917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.042180, loss@max: 1.445870, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 71, loss@min: 1.028829, loss@max: 1.428562, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 72, loss@min: 1.015659, loss@max: 1.431442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 1.003698, loss@max: 1.424585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.005889, loss@max: 1.428018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.065400, loss@max: 1.449699, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 76, loss@min: 1.034985, loss@max: 1.429086, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 77, loss@min: 0.982066, loss@max: 1.408401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 1.001326, loss@max: 1.423983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.980262, loss@max: 1.397308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.006551, loss@max: 1.425418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.988817, loss@max: 1.405195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.020335, loss@max: 1.418971, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 83, loss@min: 1.029259, loss@max: 1.412376, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 84, loss@min: 1.006975, loss@max: 1.410049, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 85, loss@min: 1.028960, loss@max: 1.413200, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 86, loss@min: 1.041588, loss@max: 1.420539, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 87, loss@min: 0.984257, loss@max: 1.390798, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.966814, loss@max: 1.368878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.985432, loss@max: 1.398303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.968269, loss@max: 1.373202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.026329, loss@max: 1.398803, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 92, loss@min: 0.989809, loss@max: 1.394410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.967746, loss@max: 1.384358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.974115, loss@max: 1.386779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.963339, loss@max: 1.379675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.972425, loss@max: 1.388578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.964443, loss@max: 1.379279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.959335, loss@max: 1.377654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.964534, loss@max: 1.390313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.960171, loss@max: 1.393012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.956465, loss@max: 1.386378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.960857, loss@max: 1.384690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.957373, loss@max: 1.385075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 1.080692, loss@max: 1.412082, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 105, loss@min: 0.965634, loss@max: 1.377409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.967111, loss@max: 1.383589, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.987864, loss@max: 1.390341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.966276, loss@max: 1.381780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.964774, loss@max: 1.377309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.975318, loss@max: 1.389737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 1.038444, loss@max: 1.402923, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 112, loss@min: 0.971580, loss@max: 1.379374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.963970, loss@max: 1.377255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.964383, loss@max: 1.380884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.988852, loss@max: 1.398727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.962339, loss@max: 1.375195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 1.024900, loss@max: 1.401963, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 118, loss@min: 0.960191, loss@max: 1.384387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.956146, loss@max: 1.374249, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.961601, loss@max: 1.377708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.678052, LT: 1.658045, Top1S: 63.785351, Top1T: 63.943958Best acc: 63.943958 Train:epoch: 121, loss@min: 0.954347, loss@max: 1.370484, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 12:46:20 2024 ------------------------------------------- Train:epoch: 1, loss@min: 129.947235, loss@max: 32.852283, Top1S acc: 68.316833, Top1T acc: 1.980198 Train:epoch: 2, loss@min: 1802.095215, loss@max: 450.893494, Top1S acc: 0.990099, Top1T acc: 0.990099 Train:epoch: 3, loss@min: 4400.564453, loss@max: 1100.522217, Top1S acc: 0.990099, Top1T acc: 0.990099 Train:epoch: 4, loss@min: 7402.204590, loss@max: 1850.943970, Top1S acc: 0.990099, Top1T acc: 0.990099 Train:epoch: 5, loss@min: 10399.213867, loss@max: 2600.207275, Top1S acc: 0.990099, Top1T acc: 0.990099 Train:epoch: 6, loss@min: 13293.859375, loss@max: 3323.879883, Top1S acc: 0.990099, Top1T acc: 0.990099 Train:epoch: 7, loss@min: 16146.883789, loss@max: 4037.147217, Top1S acc: 0.990099, Top1T acc: 0.990099 Train:epoch: 8, loss@min: 18908.937500, loss@max: 4727.671875, Top1S acc: 0.990099, Top1T acc: 0.990099 Train:epoch: 9, loss@min: 21285.705078, loss@max: 5321.874512, Top1S acc: 0.990099, Top1T acc: 0.990099{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 12:48:19 2024 -------------------------------------------{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 12:49:18 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 48.514851 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 53.465347 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 50.495049 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 51.485149 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 54.455444 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 47.524754 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 94.059402, Top1T acc: 46.534653 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 89.108910, Top1T acc: 47.524754 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 95.049507, Top1T acc: 44.554455 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 96.039604, Top1T acc: 52.475246 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 54.455444 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 50.495049 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 52.475246 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 45.544552 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 45.544552 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 50.495049 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 47.524754 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 44.554455 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 48.514851 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 47.524754 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 45.544552 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 40.594059 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 42.574257 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 45.544552 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 43.564354 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 43.564354 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 45.544552 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 42.574257 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 41.584156 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 41.584156 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 96.039604, Top1T acc: 42.574257 Train:epoch: 41, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 42.574257 Train:epoch: 42, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 42.574257 Train:epoch: 43, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 40.594059 Train:epoch: 44, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 36.633663 Train:epoch: 45, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 35.643566 Train:epoch: 46, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 40.594059 Train:epoch: 47, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 39.603962 Train:epoch: 48, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 39.603962 Train:epoch: 49, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 40.594059 Train:epoch: 50, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 45.544552 Train:epoch: 51, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 44.554455 Train:epoch: 52, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.009903, Top1T acc: 45.544552 Train:epoch: 53, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 46.534653 Train:epoch: 54, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 48.514851 Train:epoch: 55, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 98.019798, Top1T acc: 49.504951 Train:epoch: 56, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 44.554455 Train:epoch: 57, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 44.554455 Train:epoch: 58, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 48.514851 Train:epoch: 59, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 96.039604, Top1T acc: 44.554455 Train:epoch: 60, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 95.049507, Top1T acc: 43.564354 Train:epoch: 61, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 93.069305, Top1T acc: 46.534653 Train:epoch: 62, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 90.099007, Top1T acc: 42.574257 Train:epoch: 63, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 89.108910, Top1T acc: 42.574257 Train:epoch: 64, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 87.128708, Top1T acc: 43.564354 Train:epoch: 65, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 87.128708, Top1T acc: 42.574257 Train:epoch: 66, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 87.128708, Top1T acc: 46.534653 Train:epoch: 67, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 86.138611, Top1T acc: 45.544552 Train:epoch: 68, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 84.158417, Top1T acc: 40.594059 Train:epoch: 69, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 83.168312, Top1T acc: 44.554455 Train:epoch: 70, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 82.178215, Top1T acc: 48.514851 Train:epoch: 71, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 78.217819, Top1T acc: 46.534653 Train:epoch: 72, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 74.257423, Top1T acc: 44.554455 Train:epoch: 73, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 70.297028, Top1T acc: 41.584156 Train:epoch: 74, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 66.336632, Top1T acc: 36.633663 Train:epoch: 75, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 61.386139, Top1T acc: 34.653465 Train:epoch: 76, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 55.445545, Top1T acc: 36.633663 Train:epoch: 77, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 56.435642, Top1T acc: 35.643566 Train:epoch: 78, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 54.455444, Top1T acc: 30.693069 Train:epoch: 79, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 53.465347, Top1T acc: 34.653465 Train:epoch: 80, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 51.485149, Top1T acc: 32.673267 Train:epoch: 81, loss@min: 22.744038, loss@max: 6.549002, Top1S acc: 50.495049, Top1T acc: 33.663368 Train:epoch: 82, loss@min: 19.158636, loss@max: 5.737308, Top1S acc: 55.445545, Top1T acc: 37.623764 Train:epoch: 83, loss@min: 17.064510, loss@max: 5.209610, Top1S acc: 63.366337, Top1T acc: 36.633663 Train:epoch: 84, loss@min: 14.696251, loss@max: 4.660939, Top1S acc: 68.316833, Top1T acc: 44.554455 Train:epoch: 85, loss@min: 13.075740, loss@max: 4.300065, Top1S acc: 71.287132, Top1T acc: 50.495049 Train:epoch: 86, loss@min: 10.840819, loss@max: 3.752967, Top1S acc: 74.257423, Top1T acc: 54.455444 Train:epoch: 87, loss@min: 9.860806, loss@max: 3.534658, Top1S acc: 80.198021, Top1T acc: 54.455444 Train:epoch: 88, loss@min: 8.039621, loss@max: 3.155206, Top1S acc: 85.148514, Top1T acc: 58.415840 Train:epoch: 89, loss@min: 8.304758, loss@max: 3.230013, Top1S acc: 87.128708, Top1T acc: 56.435642 Train:epoch: 90, loss@min: 6.761722, loss@max: 2.885844, Top1S acc: 87.128708, Top1T acc: 62.376236 Train:epoch: 91, loss@min: 5.467941, loss@max: 2.582604, Top1S acc: 88.118813, Top1T acc: 59.405941 Train:epoch: 92, loss@min: 5.068139, loss@max: 2.505581, Top1S acc: 90.099007, Top1T acc: 66.336632 Train:epoch: 93, loss@min: 4.507199, loss@max: 2.412924, Top1S acc: 90.099007, Top1T acc: 69.306931 Train:epoch: 94, loss@min: 4.097088, loss@max: 2.320247, Top1S acc: 91.089104, Top1T acc: 67.326736 Train:epoch: 95, loss@min: 3.506397, loss@max: 2.198623, Top1S acc: 94.059402, Top1T acc: 72.277229 Train:epoch: 96, loss@min: 3.123228, loss@max: 2.110294, Top1S acc: 94.059402, Top1T acc: 79.207924 Train:epoch: 97, loss@min: 2.786628, loss@max: 2.025979, Top1S acc: 96.039604, Top1T acc: 77.227722 Train:epoch: 98, loss@min: 2.485046, loss@max: 1.935427, Top1S acc: 96.039604, Top1T acc: 84.158417 Train:epoch: 99, loss@min: 2.381819, loss@max: 1.964516, Top1S acc: 98.019798, Top1T acc: 80.198021 Train:epoch: 100, loss@min: 2.231676, loss@max: 1.921811, Top1S acc: 98.019798, Top1T acc: 83.168312 Train:epoch: 101, loss@min: 2.016826, loss@max: 1.869752, Top1S acc: 99.009903, Top1T acc: 82.178215 Train:epoch: 102, loss@min: 1.973013, loss@max: 1.869077, Top1S acc: 99.009903, Top1T acc: 87.128708 Train:epoch: 103, loss@min: 1.790711, loss@max: 1.795514, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 104, loss@min: 2.075671, loss@max: 1.880810, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 105, loss@min: 1.441677, loss@max: 1.705762, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 106, loss@min: 1.721992, loss@max: 1.808089, Top1S acc: 100.000000, Top1T acc: 88.118813 Train:epoch: 107, loss@min: 1.658341, loss@max: 1.769621, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 108, loss@min: 1.427052, loss@max: 1.727790, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 109, loss@min: 1.438668, loss@max: 1.718900, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 110, loss@min: 1.422895, loss@max: 1.718735, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 111, loss@min: 1.496992, loss@max: 1.714190, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 112, loss@min: 1.445154, loss@max: 1.704183, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 113, loss@min: 1.235421, loss@max: 1.637711, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 114, loss@min: 1.196389, loss@max: 1.608464, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 115, loss@min: 1.347793, loss@max: 1.647766, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 116, loss@min: 1.239089, loss@max: 1.612338, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 117, loss@min: 1.512758, loss@max: 1.679514, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 118, loss@min: 1.183120, loss@max: 1.610565, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 119, loss@min: 1.209518, loss@max: 1.593169, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 120, loss@min: 1.180234, loss@max: 1.599967, Top1S acc: 100.000000, Top1T acc: 97.029701 Test:epoch: 120, LS: 2.471677, LT: 2.460306, Top1S: 58.524979, Top1T: 59.080093Best acc: 59.080093 Train:epoch: 121, loss@min: 1.118156, loss@max: 1.554044, Top1S acc: 100.000000, Top1T acc: 98.019798 Test:epoch: 121, LS: 2.470736, LT: 2.460471, Top1S: 58.630714, Top1T: 59.053658{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 12:56:21 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 50.495049 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 43.564354 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 41.584156 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 38.613861 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 42.574257 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 85.148514, Top1T acc: 43.564354 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 58.415840, Top1T acc: 35.643566 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 63.366337, Top1T acc: 33.663368 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 82.178215, Top1T acc: 32.673267 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 90.099007, Top1T acc: 30.693069 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 91.089104, Top1T acc: 31.683168 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 91.089104, Top1T acc: 30.693069 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 88.118813, Top1T acc: 29.702971 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 79.207924, Top1T acc: 25.742575 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 73.267326, Top1T acc: 24.752476 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 73.267326, Top1T acc: 26.732674 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 78.217819, Top1T acc: 22.772276 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 83.168312, Top1T acc: 24.752476 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 87.128708, Top1T acc: 18.811882 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 90.099007, Top1T acc: 22.772276 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 86.138611, Top1T acc: 21.782177 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 80.198021, Top1T acc: 23.762377 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 75.247528, Top1T acc: 19.801981 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 67.326736, Top1T acc: 21.782177 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 67.326736, Top1T acc: 21.782177 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 69.306931, Top1T acc: 23.762377 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 69.306931, Top1T acc: 25.742575 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 69.306931, Top1T acc: 22.772276 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 69.306931, Top1T acc: 26.732674 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 65.346535, Top1T acc: 20.792078 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 63.366337, Top1T acc: 25.742575 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 62.376236, Top1T acc: 30.693069 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 62.376236, Top1T acc: 26.732674 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 65.346535, Top1T acc: 28.712872 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 65.346535, Top1T acc: 26.732674 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 67.326736, Top1T acc: 30.693069 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 66.336632, Top1T acc: 25.742575 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 65.346535, Top1T acc: 33.663368 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 65.346535, Top1T acc: 34.653465 Train:epoch: 41, loss@min: 15.240031, loss@max: 4.704168, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 42, loss@min: 11.184981, loss@max: 3.848428, Top1S acc: 69.306931, Top1T acc: 40.594059 Train:epoch: 43, loss@min: 8.770410, loss@max: 3.393920, Top1S acc: 77.227722, Top1T acc: 44.554455 Train:epoch: 44, loss@min: 7.113880, loss@max: 3.070647, Top1S acc: 79.207924, Top1T acc: 50.495049 Train:epoch: 45, loss@min: 6.143215, loss@max: 2.941664, Top1S acc: 84.158417, Top1T acc: 53.465347 Train:epoch: 46, loss@min: 5.263390, loss@max: 2.813737, Top1S acc: 87.128708, Top1T acc: 56.435642 Train:epoch: 47, loss@min: 4.720835, loss@max: 2.751515, Top1S acc: 90.099007, Top1T acc: 59.405941 Train:epoch: 48, loss@min: 4.261072, loss@max: 2.696393, Top1S acc: 92.079208, Top1T acc: 68.316833 Train:epoch: 49, loss@min: 4.329138, loss@max: 2.762772, Top1S acc: 96.039604, Top1T acc: 56.435642 Train:epoch: 50, loss@min: 3.622514, loss@max: 2.641605, Top1S acc: 99.009903, Top1T acc: 64.356438 Train:epoch: 51, loss@min: 3.281042, loss@max: 2.568788, Top1S acc: 99.009903, Top1T acc: 72.277229 Train:epoch: 52, loss@min: 2.893177, loss@max: 2.502335, Top1S acc: 99.009903, Top1T acc: 70.297028 Train:epoch: 53, loss@min: 2.854845, loss@max: 2.508972, Top1S acc: 99.009903, Top1T acc: 74.257423 Train:epoch: 54, loss@min: 2.515136, loss@max: 2.399912, Top1S acc: 99.009903, Top1T acc: 78.217819 Train:epoch: 55, loss@min: 2.266301, loss@max: 2.407364, Top1S acc: 99.009903, Top1T acc: 80.198021 Train:epoch: 56, loss@min: 2.520994, loss@max: 2.471831, Top1S acc: 100.000000, Top1T acc: 80.198021 Train:epoch: 57, loss@min: 2.066185, loss@max: 2.357539, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 58, loss@min: 1.925187, loss@max: 2.305620, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 59, loss@min: 1.957727, loss@max: 2.352979, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 60, loss@min: 1.814136, loss@max: 2.316385, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 61, loss@min: 1.880473, loss@max: 2.339754, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 62, loss@min: 1.746725, loss@max: 2.251908, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 63, loss@min: 1.609193, loss@max: 2.217007, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 64, loss@min: 1.372229, loss@max: 2.094832, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 65, loss@min: 1.437655, loss@max: 2.108814, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 66, loss@min: 1.373416, loss@max: 2.078046, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 67, loss@min: 1.424756, loss@max: 2.035373, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 68, loss@min: 1.474771, loss@max: 2.048954, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 69, loss@min: 1.279423, loss@max: 1.954225, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 70, loss@min: 1.267920, loss@max: 1.935002, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 71, loss@min: 1.219278, loss@max: 1.886741, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 72, loss@min: 1.247268, loss@max: 1.876168, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 73, loss@min: 1.282622, loss@max: 1.875277, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 74, loss@min: 1.214859, loss@max: 1.812956, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 75, loss@min: 1.288300, loss@max: 1.791015, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 76, loss@min: 1.236086, loss@max: 1.748566, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 77, loss@min: 1.173382, loss@max: 1.701259, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 78, loss@min: 1.201832, loss@max: 1.730118, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 79, loss@min: 1.195670, loss@max: 1.693677, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 80, loss@min: 1.247789, loss@max: 1.731204, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 81, loss@min: 1.163942, loss@max: 1.671991, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 82, loss@min: 1.211925, loss@max: 1.665754, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 83, loss@min: 1.203210, loss@max: 1.647218, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 84, loss@min: 1.223574, loss@max: 1.652663, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 85, loss@min: 1.139208, loss@max: 1.603164, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 86, loss@min: 1.216216, loss@max: 1.635183, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 87, loss@min: 1.115705, loss@max: 1.592594, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 88, loss@min: 1.060463, loss@max: 1.527573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 1.145429, loss@max: 1.605843, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 90, loss@min: 1.051786, loss@max: 1.527775, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.103177, loss@max: 1.561371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 1.103503, loss@max: 1.558742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 1.079567, loss@max: 1.537764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 1.071625, loss@max: 1.538168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 1.050669, loss@max: 1.528225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.064619, loss@max: 1.538127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 1.041235, loss@max: 1.520522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.024901, loss@max: 1.494981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 1.130275, loss@max: 1.563967, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 100, loss@min: 1.081070, loss@max: 1.532752, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 101, loss@min: 1.037295, loss@max: 1.523631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 1.030213, loss@max: 1.511555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 1.027555, loss@max: 1.502851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 1.032127, loss@max: 1.486217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 1.032175, loss@max: 1.499048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 1.030039, loss@max: 1.495686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 1.054510, loss@max: 1.505770, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 108, loss@min: 1.027079, loss@max: 1.499008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 1.022666, loss@max: 1.492720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 1.071198, loss@max: 1.530508, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 111, loss@min: 1.162777, loss@max: 1.521626, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 112, loss@min: 1.038167, loss@max: 1.501434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 1.005334, loss@max: 1.472371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 1.026502, loss@max: 1.493571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 1.061450, loss@max: 1.509741, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 116, loss@min: 1.011135, loss@max: 1.477809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 1.071096, loss@max: 1.497559, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 118, loss@min: 1.022209, loss@max: 1.491983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.988892, loss@max: 1.447679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 1.028467, loss@max: 1.494002, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.409839, LT: 1.393377, Top1S: 64.128998, Top1T: 64.763412Best acc: 64.763412 Train:epoch: 121, loss@min: 0.990477, loss@max: 1.454155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.410136, LT: 1.393465, Top1S: 64.102562, Top1T: 64.789848Best acc: 64.789848 Train:epoch: 122, loss@min: 1.060419, loss@max: 1.500782, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 13:04:09 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 50.495049 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 43.564354 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 41.584156 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 38.613861 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 97.029701, Top1T acc: 42.574257 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 85.148514, Top1T acc: 43.564354 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 58.415840, Top1T acc: 35.643566 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 63.366337, Top1T acc: 33.663368 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 82.178215, Top1T acc: 32.673267 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 90.099007, Top1T acc: 30.693069 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 91.089104, Top1T acc: 31.683168 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 91.089104, Top1T acc: 30.693069 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 88.118813, Top1T acc: 29.702971 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 79.207924, Top1T acc: 25.742575 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 73.267326, Top1T acc: 24.752476 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 73.267326, Top1T acc: 26.732674 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 78.217819, Top1T acc: 22.772276 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 83.168312, Top1T acc: 24.752476 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 87.128708, Top1T acc: 18.811882 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 90.099007, Top1T acc: 22.772276 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 86.138611, Top1T acc: 21.782177 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 80.198021, Top1T acc: 23.762377 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 75.247528, Top1T acc: 19.801981 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 67.326736, Top1T acc: 21.782177 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 67.326736, Top1T acc: 21.782177 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 69.306931, Top1T acc: 23.762377 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 69.306931, Top1T acc: 25.742575 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 69.306931, Top1T acc: 22.772276 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 69.306931, Top1T acc: 26.732674 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 65.346535, Top1T acc: 20.792078 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 63.366337, Top1T acc: 25.742575 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 62.376236, Top1T acc: 30.693069 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 62.376236, Top1T acc: 26.732674 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 65.346535, Top1T acc: 28.712872 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 65.346535, Top1T acc: 26.732674 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 67.326736, Top1T acc: 30.693069 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 66.336632, Top1T acc: 25.742575 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 65.346535, Top1T acc: 33.663368 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 65.346535, Top1T acc: 34.653465 Train:epoch: 41, loss@min: 15.240031, loss@max: 4.704168, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 42, loss@min: 15.200603, loss@max: 4.697393, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 43, loss@min: 15.005520, loss@max: 4.676758, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 44, loss@min: 14.568708, loss@max: 4.560935, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 45, loss@min: 15.125031, loss@max: 4.703470, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 46, loss@min: 14.690905, loss@max: 4.620805, Top1S acc: 64.356438, Top1T acc: 28.712872 Train:epoch: 47, loss@min: 15.219987, loss@max: 4.709885, Top1S acc: 64.356438, Top1T acc: 30.693069 Train:epoch: 48, loss@min: 15.090023, loss@max: 4.702777, Top1S acc: 64.356438, Top1T acc: 30.693069 Train:epoch: 49, loss@min: 15.195393, loss@max: 4.739644, Top1S acc: 64.356438, Top1T acc: 28.712872 Train:epoch: 50, loss@min: 15.036285, loss@max: 4.714319, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 51, loss@min: 14.626530, loss@max: 4.616402, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 52, loss@min: 14.873897, loss@max: 4.684647, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 53, loss@min: 14.762493, loss@max: 4.653458, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 54, loss@min: 14.600480, loss@max: 4.594469, Top1S acc: 64.356438, Top1T acc: 30.693069 Train:epoch: 55, loss@min: 14.779047, loss@max: 4.646042, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 56, loss@min: 14.778744, loss@max: 4.682420, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 57, loss@min: 14.709455, loss@max: 4.627737, Top1S acc: 64.356438, Top1T acc: 30.693069 Train:epoch: 58, loss@min: 14.610601, loss@max: 4.609176, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 59, loss@min: 15.338054, loss@max: 4.783500, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 60, loss@min: 15.104277, loss@max: 4.733147, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 61, loss@min: 15.058108, loss@max: 4.742249, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 62, loss@min: 15.096411, loss@max: 4.748625, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 63, loss@min: 15.026485, loss@max: 4.736406, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 64, loss@min: 14.396614, loss@max: 4.571839, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 65, loss@min: 14.903591, loss@max: 4.667994, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 66, loss@min: 15.222018, loss@max: 4.762255, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 67, loss@min: 15.132907, loss@max: 4.728721, Top1S acc: 64.356438, Top1T acc: 29.702971 Train:epoch: 68, loss@min: 15.213243, loss@max: 4.801157, Top1S acc: 64.356438, Top1T acc: 28.712872 Train:epoch: 69, loss@min: 15.177303, loss@max: 4.759832, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 70, loss@min: 14.978275, loss@max: 4.727817, Top1S acc: 64.356438, Top1T acc: 28.712872 Train:epoch: 71, loss@min: 14.850592, loss@max: 4.698247, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 72, loss@min: 14.724406, loss@max: 4.672825, Top1S acc: 64.356438, Top1T acc: 35.643566 Train:epoch: 73, loss@min: 15.141508, loss@max: 4.779264, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 74, loss@min: 15.173764, loss@max: 4.763235, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 75, loss@min: 14.685990, loss@max: 4.643232, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 76, loss@min: 14.771236, loss@max: 4.672813, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 77, loss@min: 14.586451, loss@max: 4.631386, Top1S acc: 64.356438, Top1T acc: 30.693069 Train:epoch: 78, loss@min: 15.198369, loss@max: 4.765275, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 79, loss@min: 14.802425, loss@max: 4.694012, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 80, loss@min: 15.061422, loss@max: 4.762672, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 81, loss@min: 14.740376, loss@max: 4.667442, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 82, loss@min: 14.989578, loss@max: 4.717776, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 83, loss@min: 15.314349, loss@max: 4.787618, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 84, loss@min: 14.584677, loss@max: 4.651838, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 85, loss@min: 15.254169, loss@max: 4.789416, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 86, loss@min: 14.818233, loss@max: 4.699293, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 87, loss@min: 14.870798, loss@max: 4.713412, Top1S acc: 64.356438, Top1T acc: 37.623764 Train:epoch: 88, loss@min: 14.514347, loss@max: 4.600224, Top1S acc: 64.356438, Top1T acc: 36.633663 Train:epoch: 89, loss@min: 15.091043, loss@max: 4.752103, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 90, loss@min: 14.754078, loss@max: 4.681966, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 91, loss@min: 14.730063, loss@max: 4.697663, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 92, loss@min: 14.957928, loss@max: 4.724134, Top1S acc: 64.356438, Top1T acc: 29.702971 Train:epoch: 93, loss@min: 14.655468, loss@max: 4.654254, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 94, loss@min: 14.738498, loss@max: 4.684045, Top1S acc: 64.356438, Top1T acc: 37.623764 Train:epoch: 95, loss@min: 14.195278, loss@max: 4.539740, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 96, loss@min: 15.111767, loss@max: 4.750469, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 97, loss@min: 14.210429, loss@max: 4.546797, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 98, loss@min: 14.784990, loss@max: 4.659528, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 99, loss@min: 14.915633, loss@max: 4.718178, Top1S acc: 64.356438, Top1T acc: 30.693069 Train:epoch: 100, loss@min: 14.885202, loss@max: 4.722078, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 101, loss@min: 14.775461, loss@max: 4.681797, Top1S acc: 64.356438, Top1T acc: 35.643566 Train:epoch: 102, loss@min: 14.961142, loss@max: 4.727349, Top1S acc: 64.356438, Top1T acc: 29.702971 Train:epoch: 103, loss@min: 14.745447, loss@max: 4.699998, Top1S acc: 64.356438, Top1T acc: 29.702971 Train:epoch: 104, loss@min: 14.477661, loss@max: 4.613734, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 105, loss@min: 14.739970, loss@max: 4.676161, Top1S acc: 64.356438, Top1T acc: 30.693069 Train:epoch: 106, loss@min: 15.096595, loss@max: 4.765564, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 107, loss@min: 15.076820, loss@max: 4.744283, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 108, loss@min: 14.895241, loss@max: 4.718388, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 109, loss@min: 14.998874, loss@max: 4.744329, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 110, loss@min: 14.741744, loss@max: 4.675699, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 111, loss@min: 14.542727, loss@max: 4.640717, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 112, loss@min: 14.414253, loss@max: 4.616898, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 113, loss@min: 14.795630, loss@max: 4.708882, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 114, loss@min: 14.626742, loss@max: 4.666343, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 115, loss@min: 14.691236, loss@max: 4.682135, Top1S acc: 64.356438, Top1T acc: 32.673267 Train:epoch: 116, loss@min: 14.312801, loss@max: 4.610066, Top1S acc: 64.356438, Top1T acc: 34.653465 Train:epoch: 117, loss@min: 15.107475, loss@max: 4.774822, Top1S acc: 64.356438, Top1T acc: 28.712872 Train:epoch: 118, loss@min: 14.312282, loss@max: 4.594314, Top1S acc: 64.356438, Top1T acc: 33.663368 Train:epoch: 119, loss@min: 14.573021, loss@max: 4.620614, Top1S acc: 64.356438, Top1T acc: 31.683168 Train:epoch: 120, loss@min: 14.571516, loss@max: 4.652050, Top1S acc: 64.356438, Top1T acc: 36.633663 Test:epoch: 120, LS: 4.677451, LT: 4.672185, Top1S: 38.487972, Top1T: 38.461536Best acc: 38.487972 Train:epoch: 121, loss@min: 14.612257, loss@max: 4.670363, Top1S acc: 64.356438, Top1T acc: 31.683168 Test:epoch: 121, LS: 4.676331, LT: 4.671026, Top1S: 38.487972, Top1T: 38.461536 Train:epoch: 122, loss@min: 14.589018, loss@max: 4.655533, Top1S acc: 64.356438, Top1T acc: 31.683168 Test:epoch: 122, LS: 4.675235, LT: 4.669894, Top1S: 38.487972, Top1T: 38.461536 Train:epoch: 123, loss@min: 14.656890, loss@max: 4.677804, Top1S acc: 64.356438, Top1T acc: 32.673267 Test:epoch: 123, LS: 4.674163, LT: 4.668789, Top1S: 38.487972, Top1T: 38.461536 Train:epoch: 124, loss@min: 14.260423, loss@max: 4.563744, Top1S acc: 64.356438, Top1T acc: 34.653465 Test:epoch: 124, LS: 4.673115, LT: 4.667708, Top1S: 38.487972, Top1T: 38.487972 Train:epoch: 125, loss@min: 14.760729, loss@max: 4.679204, Top1S acc: 64.356438, Top1T acc: 33.663368 Test:epoch: 125, LS: 4.672098, LT: 4.666661, Top1S: 38.514404, Top1T: 38.487972Best acc: 38.514404 Train:epoch: 126, loss@min: 14.633911, loss@max: 4.665411, Top1S acc: 64.356438, Top1T acc: 31.683168 Test:epoch: 126, LS: 4.671112, LT: 4.665644, Top1S: 38.540840, Top1T: 38.514404Best acc: 38.540840 Train:epoch: 127, loss@min: 14.356030, loss@max: 4.574239, Top1S acc: 64.356438, Top1T acc: 35.643566 Test:epoch: 127, LS: 4.670154, LT: 4.664657, Top1S: 38.540840, Top1T: 38.514404 Train:epoch: 128, loss@min: 14.941143, loss@max: 4.735386, Top1S acc: 64.356438, Top1T acc: 33.663368 Test:epoch: 128, LS: 4.669215, LT: 4.663691, Top1S: 38.540840, Top1T: 38.540840 Train:epoch: 129, loss@min: 14.649191, loss@max: 4.672423, Top1S acc: 64.356438, Top1T acc: 33.663368{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 13:18:12 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 49.504951 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 62.376236 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 62.376236 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 41, loss@min: 4.472402, loss@max: 2.159526, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 42, loss@min: 4.245694, loss@max: 2.090926, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 43, loss@min: 4.436362, loss@max: 2.166849, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 44, loss@min: 4.219202, loss@max: 2.100170, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 45, loss@min: 4.515903, loss@max: 2.182729, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 46, loss@min: 4.400712, loss@max: 2.164211, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 47, loss@min: 4.107951, loss@max: 2.110774, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 48, loss@min: 4.362541, loss@max: 2.186423, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 49, loss@min: 4.652447, loss@max: 2.227734, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 50, loss@min: 4.396396, loss@max: 2.194729, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 51, loss@min: 4.500465, loss@max: 2.192931, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 52, loss@min: 4.114489, loss@max: 2.120105, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 53, loss@min: 4.621388, loss@max: 2.203964, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 54, loss@min: 4.224358, loss@max: 2.133753, Top1S acc: 100.000000, Top1T acc: 62.376236 Train:epoch: 55, loss@min: 4.210098, loss@max: 2.174805, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 56, loss@min: 4.581683, loss@max: 2.246568, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 57, loss@min: 4.439606, loss@max: 2.188950, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 58, loss@min: 4.301572, loss@max: 2.151658, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 59, loss@min: 4.506003, loss@max: 2.221356, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 60, loss@min: 4.368755, loss@max: 2.212885, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 61, loss@min: 4.772662, loss@max: 2.289886, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 62, loss@min: 4.567507, loss@max: 2.228603, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 63, loss@min: 4.492118, loss@max: 2.221178, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 64, loss@min: 4.006626, loss@max: 2.094197, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 65, loss@min: 4.250455, loss@max: 2.182375, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 66, loss@min: 4.375823, loss@max: 2.217343, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 67, loss@min: 4.276669, loss@max: 2.181885, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 68, loss@min: 4.650676, loss@max: 2.270870, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 69, loss@min: 4.434791, loss@max: 2.237281, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 70, loss@min: 4.323353, loss@max: 2.208133, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 71, loss@min: 4.070748, loss@max: 2.154871, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 72, loss@min: 4.455182, loss@max: 2.228360, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 73, loss@min: 4.450279, loss@max: 2.239985, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 74, loss@min: 4.338549, loss@max: 2.226879, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 75, loss@min: 4.295940, loss@max: 2.180400, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 76, loss@min: 4.482355, loss@max: 2.202771, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 77, loss@min: 3.923161, loss@max: 2.091388, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 78, loss@min: 4.560329, loss@max: 2.232485, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 79, loss@min: 4.291838, loss@max: 2.196074, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 80, loss@min: 4.578764, loss@max: 2.278019, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 81, loss@min: 4.554365, loss@max: 2.269474, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 82, loss@min: 4.319324, loss@max: 2.199136, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 83, loss@min: 4.449260, loss@max: 2.235263, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 84, loss@min: 4.499849, loss@max: 2.239707, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 85, loss@min: 4.418471, loss@max: 2.230640, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 86, loss@min: 4.364736, loss@max: 2.225952, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 87, loss@min: 4.488621, loss@max: 2.235899, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 88, loss@min: 4.379567, loss@max: 2.185794, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 89, loss@min: 4.668743, loss@max: 2.288241, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 90, loss@min: 4.152251, loss@max: 2.174081, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 91, loss@min: 4.416903, loss@max: 2.234997, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 92, loss@min: 4.495619, loss@max: 2.233858, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 93, loss@min: 4.147934, loss@max: 2.151947, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 94, loss@min: 4.384078, loss@max: 2.209185, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 95, loss@min: 4.366794, loss@max: 2.211178, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 96, loss@min: 4.331049, loss@max: 2.216343, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 97, loss@min: 4.388661, loss@max: 2.201554, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 98, loss@min: 4.221000, loss@max: 2.180138, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 99, loss@min: 4.503065, loss@max: 2.252123, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 100, loss@min: 4.475770, loss@max: 2.249479, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 101, loss@min: 4.444136, loss@max: 2.253280, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 102, loss@min: 4.468767, loss@max: 2.246346, Top1S acc: 100.000000, Top1T acc: 62.376236 Train:epoch: 103, loss@min: 4.509882, loss@max: 2.251338, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 104, loss@min: 4.295835, loss@max: 2.199862, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 105, loss@min: 4.305536, loss@max: 2.202078, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 106, loss@min: 4.502543, loss@max: 2.278856, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 107, loss@min: 4.477166, loss@max: 2.225245, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 108, loss@min: 4.262591, loss@max: 2.224519, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 109, loss@min: 4.500444, loss@max: 2.239035, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 110, loss@min: 4.530005, loss@max: 2.279142, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 111, loss@min: 4.479411, loss@max: 2.244581, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 112, loss@min: 4.443252, loss@max: 2.232194, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 113, loss@min: 4.346543, loss@max: 2.224858, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 114, loss@min: 4.165695, loss@max: 2.201205, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 115, loss@min: 4.557979, loss@max: 2.278159, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 116, loss@min: 4.560899, loss@max: 2.254020, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 117, loss@min: 4.530743, loss@max: 2.281152, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 118, loss@min: 4.341785, loss@max: 2.229730, Top1S acc: 100.000000, Top1T acc: 62.376236 Train:epoch: 119, loss@min: 4.205355, loss@max: 2.184126, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 120, loss@min: 4.741410, loss@max: 2.307231, Top1S acc: 100.000000, Top1T acc: 56.435642 Test:epoch: 120, LS: 1.667836, LT: 1.667732, Top1S: 60.481098, Top1T: 60.481098Best acc: 60.481098 Train:epoch: 121, loss@min: 4.390191, loss@max: 2.212015, Top1S acc: 100.000000, Top1T acc: 60.396038 Test:epoch: 121, LS: 1.667712, LT: 1.667607, Top1S: 60.481098, Top1T: 60.481098 Train:epoch: 122, loss@min: 4.314585, loss@max: 2.249307, Top1S acc: 100.000000, Top1T acc: 59.405941{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 13:25:26 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 46.534653 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 50.495049 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 48.514851 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 41, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 42, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 43, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 44, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 45, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 46, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 47, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 48, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 49, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 50.495049 Train:epoch: 50, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 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1.636599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 1.195508, loss@max: 1.624955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.251058, LT: 1.244159, Top1S: 66.296585, Top1T: 66.243721Best acc: 66.296585 Train:epoch: 131, loss@min: 1.246913, loss@max: 1.634310, Top1S acc: 100.000000, Top1T acc: 99.009903{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 13:32:30 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, 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Test:epoch: 130, LS: 1.475665, LT: 1.424460, Top1S: 66.613792, Top1T: 66.878136Best acc: 66.878136 Train:epoch: 131, loss@min: 0.955424, loss@max: 1.365181, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.476955, LT: 1.425491, Top1S: 66.640228, Top1T: 66.851700 Train:epoch: 132, loss@min: 0.998087, loss@max: 1.382743, Top1S acc: 100.000000, Top1T acc: 99.009903{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 13:40:13 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 3, loss@min: 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0.970938, loss@max: 1.376596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.955364, loss@max: 1.364286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.949048, loss@max: 1.361908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.952661, loss@max: 1.366236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.959323, loss@max: 1.373944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.952222, loss@max: 1.360863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.994666, loss@max: 1.374617, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 118, loss@min: 0.951256, loss@max: 1.362378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.952238, loss@max: 1.359952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.952653, loss@max: 1.360644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.950517, loss@max: 1.361818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.950050, loss@max: 1.362215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.963200, loss@max: 1.371256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.952152, loss@max: 1.364695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.952141, loss@max: 1.367558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 0.948524, loss@max: 1.359438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 127, loss@min: 0.955588, loss@max: 1.351109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.950546, loss@max: 1.358492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.948849, loss@max: 1.362136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.951263, loss@max: 1.361652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.532359, LT: 1.472776, Top1S: 66.217285, Top1T: 66.587364Best acc: 66.587364 Train:epoch: 131, loss@min: 0.952088, loss@max: 1.360772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.533265, LT: 1.473559, Top1S: 66.217285, Top1T: 66.587364 Train:epoch: 132, loss@min: 0.984537, loss@max: 1.380841, Top1S acc: 100.000000, Top1T acc: 99.009903{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 90} ------------------------------------------- Wed Jan 17 13:48:05 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 3, loss@min: 4.643206, loss@max: 1.597401, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 4, loss@min: 4.077050, loss@max: 1.574381, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 5, loss@min: 3.593839, loss@max: 1.571341, Top1S acc: 100.000000, Top1T acc: 67.326736 Train:epoch: 6, loss@min: 3.069274, loss@max: 1.531090, Top1S acc: 100.000000, Top1T acc: 75.247528 Train:epoch: 7, loss@min: 2.663129, loss@max: 1.511752, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 8, loss@min: 2.353199, loss@max: 1.523703, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 9, loss@min: 2.173946, loss@max: 1.536784, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 10, loss@min: 1.924191, loss@max: 1.520333, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 11, loss@min: 1.554381, loss@max: 1.479638, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 12, loss@min: 1.427382, loss@max: 1.495364, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 13, loss@min: 1.497043, loss@max: 1.542444, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 14, loss@min: 1.282334, loss@max: 1.512929, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.246988, loss@max: 1.530238, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 16, loss@min: 1.226961, loss@max: 1.551606, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 17, loss@min: 1.207759, loss@max: 1.536576, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 18, loss@min: 1.008170, loss@max: 1.467495, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.972238, loss@max: 1.439282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.122473, loss@max: 1.488962, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 21, loss@min: 1.009758, loss@max: 1.422360, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 22, loss@min: 0.946011, loss@max: 1.385646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.993538, loss@max: 1.401352, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 1.074343, loss@max: 1.405714, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.936049, loss@max: 1.350823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.965246, loss@max: 1.361790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.952795, loss@max: 1.338675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.012732, loss@max: 1.360667, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 0.980103, loss@max: 1.336346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.979475, loss@max: 1.333905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.100930, loss@max: 1.397583, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 32, loss@min: 1.002425, loss@max: 1.352678, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 33, loss@min: 0.975498, loss@max: 1.327261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.973543, loss@max: 1.339919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968214, loss@max: 1.329272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.977699, loss@max: 1.328435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.976742, loss@max: 1.330246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.961658, loss@max: 1.322065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.987499, loss@max: 1.345237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.959229, loss@max: 1.327003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.965846, loss@max: 1.330892, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.957685, loss@max: 1.329777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.963262, loss@max: 1.337704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.976679, loss@max: 1.339647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.968067, loss@max: 1.340376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.965467, loss@max: 1.340155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.956687, loss@max: 1.339351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.989613, loss@max: 1.365066, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 49, loss@min: 0.961108, loss@max: 1.354060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.961272, loss@max: 1.362506, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.949635, loss@max: 1.350662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.952611, loss@max: 1.345447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.983889, loss@max: 1.378608, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.950063, loss@max: 1.355552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.960928, loss@max: 1.363286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.971348, loss@max: 1.382748, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.950385, loss@max: 1.367074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.945930, loss@max: 1.354632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.946901, loss@max: 1.364952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.952851, loss@max: 1.370421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.956369, loss@max: 1.368723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.952873, loss@max: 1.359421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.956131, loss@max: 1.360205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.953804, loss@max: 1.350887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.963403, loss@max: 1.355824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.952783, loss@max: 1.352358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.958545, loss@max: 1.354629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.951232, loss@max: 1.365559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.950210, loss@max: 1.357994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955418, loss@max: 1.351424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.956766, loss@max: 1.355929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.951999, loss@max: 1.362675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.953901, loss@max: 1.356979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.959082, loss@max: 1.367920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.964473, loss@max: 1.362423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.949922, loss@max: 1.357820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.952802, loss@max: 1.363718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.952504, loss@max: 1.363070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.951508, loss@max: 1.355880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.959704, loss@max: 1.370748, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.952859, loss@max: 1.360463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.959779, loss@max: 1.370088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.957025, loss@max: 1.369247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.952967, loss@max: 1.356129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.977205, loss@max: 1.374916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.959108, loss@max: 1.369796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.952300, loss@max: 1.358394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.951151, loss@max: 1.353382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.952857, loss@max: 1.372217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.948874, loss@max: 1.359715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.551280, LT: 1.485053, Top1S: 66.085114, Top1T: 66.137985Best acc: 66.137985 Train:epoch: 91, loss@min: 0.947080, loss@max: 1.360256, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Wed Jan 17 13:54:02 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.227491, loss@max: 1.522355, Top1S acc: 100.000000, Top1T acc: 66.336632 Train:epoch: 2, loss@min: 3.507586, loss@max: 1.451800, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.959864, loss@max: 1.419180, Top1S acc: 100.000000, Top1T acc: 76.237625 Train:epoch: 4, loss@min: 2.756194, loss@max: 1.457740, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.483463, loss@max: 1.477875, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 6, loss@min: 2.146583, loss@max: 1.452104, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 7, loss@min: 1.844985, loss@max: 1.440821, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 8, loss@min: 1.689815, loss@max: 1.466586, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 9, loss@min: 1.611422, loss@max: 1.489272, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 10, loss@min: 1.427430, loss@max: 1.469773, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 11, loss@min: 1.176708, loss@max: 1.442865, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 12, loss@min: 1.120150, loss@max: 1.450332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.207975, loss@max: 1.492328, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 14, loss@min: 1.047677, loss@max: 1.456152, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.045184, loss@max: 1.463917, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 16, loss@min: 1.085780, loss@max: 1.484505, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.117586, loss@max: 1.467926, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 18, loss@min: 0.951279, loss@max: 1.405089, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.939511, loss@max: 1.378292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.081103, loss@max: 1.427254, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.997876, loss@max: 1.375090, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 22, loss@min: 0.939559, loss@max: 1.343224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.978967, loss@max: 1.362074, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 1.083825, loss@max: 1.366711, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.938939, loss@max: 1.315776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.969041, loss@max: 1.327228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.957417, loss@max: 1.307878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.028752, loss@max: 1.336656, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 29, loss@min: 0.984333, loss@max: 1.313640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.979073, loss@max: 1.314378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.086243, loss@max: 1.378159, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 32, loss@min: 0.998021, loss@max: 1.336409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.973519, loss@max: 1.318647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.972419, loss@max: 1.330351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.963437, loss@max: 1.327041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.973565, loss@max: 1.325978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.969018, loss@max: 1.330557, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.957251, loss@max: 1.323232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.981990, loss@max: 1.342691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.955230, loss@max: 1.331282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.964775, loss@max: 1.329594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.959483, loss@max: 1.328311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.963305, loss@max: 1.333768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.975119, loss@max: 1.341086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.967312, loss@max: 1.341434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.959513, loss@max: 1.343307, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.954620, loss@max: 1.340383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.987886, loss@max: 1.369534, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 49, loss@min: 0.955172, loss@max: 1.359191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.954287, loss@max: 1.367759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.944397, loss@max: 1.355942, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.948984, loss@max: 1.347924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.977183, loss@max: 1.381243, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.951296, loss@max: 1.353246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.963268, loss@max: 1.361532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.973647, loss@max: 1.377860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.950925, loss@max: 1.364125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.947969, loss@max: 1.351919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.949446, loss@max: 1.361296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.953537, loss@max: 1.366194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.956920, loss@max: 1.366510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.954949, loss@max: 1.356400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.955464, loss@max: 1.360307, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.952603, loss@max: 1.351719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.959182, loss@max: 1.357368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.951730, loss@max: 1.353375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.957637, loss@max: 1.354477, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.952677, loss@max: 1.362923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.950206, loss@max: 1.357913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955867, loss@max: 1.350368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.957218, loss@max: 1.354322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.954360, loss@max: 1.359082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.953198, loss@max: 1.356632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.957455, loss@max: 1.366319, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.964257, loss@max: 1.362531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.950222, loss@max: 1.357529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.952344, loss@max: 1.364383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.951210, loss@max: 1.364083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.947886, loss@max: 1.359365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.959531, loss@max: 1.375769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.950194, loss@max: 1.362040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.959614, loss@max: 1.370480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.958370, loss@max: 1.368669, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.952917, loss@max: 1.356126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.978105, loss@max: 1.375238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.957921, loss@max: 1.368676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.953855, loss@max: 1.356766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.953176, loss@max: 1.351256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.953911, loss@max: 1.370689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.949221, loss@max: 1.359054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.002857, loss@max: 1.379307, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 92, loss@min: 0.961299, loss@max: 1.365055, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950665, loss@max: 1.363425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.948133, loss@max: 1.364187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.948684, loss@max: 1.363901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.950853, loss@max: 1.362510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.947011, loss@max: 1.362007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.943791, loss@max: 1.363701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.950272, loss@max: 1.359629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.947562, loss@max: 1.364116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.554942, LT: 1.489307, Top1S: 66.058678, Top1T: 66.270149Best acc: 66.270149 Train:epoch: 101, loss@min: 0.947000, loss@max: 1.363299, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.555523, LT: 1.489826, Top1S: 66.085114, Top1T: 66.270149 Train:epoch: 102, loss@min: 0.952333, loss@max: 1.366386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.556025, LT: 1.490357, Top1S: 66.058678, Top1T: 66.323021Best acc: 66.323021 Train:epoch: 103, loss@min: 0.951892, loss@max: 1.362904, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.556120, LT: 1.490501, Top1S: 66.058678, Top1T: 66.323021 Train:epoch: 104, loss@min: 0.949450, loss@max: 1.358921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.555871, LT: 1.490484, Top1S: 66.058678, Top1T: 66.349457Best acc: 66.349457 Train:epoch: 105, loss@min: 0.950970, loss@max: 1.360350, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.555340, LT: 1.490270, Top1S: 66.058678, Top1T: 66.349457 Train:epoch: 106, loss@min: 0.953272, loss@max: 1.360247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.554652, LT: 1.489895, Top1S: 66.085114, Top1T: 66.349457 Train:epoch: 107, loss@min: 0.947804, loss@max: 1.366435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.554229, LT: 1.489718, Top1S: 66.005814, Top1T: 66.323021{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Wed Jan 17 14:06:08 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 46.534653 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 50.495049 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 31, loss@min: 5.211493, loss@max: 2.388062, Top1S acc: 100.000000, Top1T acc: 48.514851 Train:epoch: 32, loss@min: 4.241998, loss@max: 2.205013, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 33, loss@min: 3.739714, loss@max: 2.148938, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 34, loss@min: 3.185019, loss@max: 2.092809, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 35, loss@min: 2.944506, loss@max: 2.044111, Top1S acc: 100.000000, Top1T acc: 79.207924 Train:epoch: 36, loss@min: 2.396224, loss@max: 1.904878, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 37, loss@min: 2.229626, loss@max: 1.913442, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 38, loss@min: 1.924438, loss@max: 1.855126, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 39, loss@min: 1.889269, loss@max: 1.862016, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 40, loss@min: 1.674960, loss@max: 1.825296, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 41, loss@min: 1.621312, loss@max: 1.820761, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 42, loss@min: 1.358488, loss@max: 1.731583, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 43, loss@min: 1.433393, loss@max: 1.767576, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 44, loss@min: 1.173625, loss@max: 1.648814, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 45, loss@min: 1.256805, loss@max: 1.680025, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 46, loss@min: 1.216210, loss@max: 1.630052, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 47, loss@min: 1.062505, loss@max: 1.569952, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 1.108073, loss@max: 1.584213, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 49, loss@min: 1.125161, loss@max: 1.587689, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 50, loss@min: 1.138594, loss@max: 1.574222, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 51, loss@min: 0.975054, loss@max: 1.496342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.001665, loss@max: 1.489051, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 53, loss@min: 1.061967, loss@max: 1.521718, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 54, loss@min: 0.965366, loss@max: 1.441816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.007880, loss@max: 1.456944, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 56, loss@min: 1.048486, loss@max: 1.476543, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 57, loss@min: 0.971421, loss@max: 1.422270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.958684, loss@max: 1.395066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.986025, loss@max: 1.414418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.987314, loss@max: 1.408550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.999431, loss@max: 1.409301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.979572, loss@max: 1.389051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.990924, loss@max: 1.389520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.969450, loss@max: 1.362571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.983481, loss@max: 1.372586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.973358, loss@max: 1.368704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.985778, loss@max: 1.367859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.988481, loss@max: 1.384232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.969276, loss@max: 1.362666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.970956, loss@max: 1.354838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.972641, loss@max: 1.362048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.977088, loss@max: 1.371181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.967756, loss@max: 1.362971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.979974, loss@max: 1.374769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.993671, loss@max: 1.381328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.972980, loss@max: 1.367261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.970225, loss@max: 1.367122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.965048, loss@max: 1.368493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.964812, loss@max: 1.363839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.976523, loss@max: 1.383134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.956244, loss@max: 1.367900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.974125, loss@max: 1.387614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.992129, loss@max: 1.393767, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 84, loss@min: 0.963859, loss@max: 1.375409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.987637, loss@max: 1.384380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.984367, loss@max: 1.391037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.955065, loss@max: 1.367978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.955028, loss@max: 1.358612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.964128, loss@max: 1.384525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.951369, loss@max: 1.367911, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.011153, loss@max: 1.386068, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 92, loss@min: 0.967746, loss@max: 1.371068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.961043, loss@max: 1.365845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.958590, loss@max: 1.365527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.957367, loss@max: 1.365405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.955837, loss@max: 1.365966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.952632, loss@max: 1.363861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.948529, loss@max: 1.363563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.951930, loss@max: 1.364902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.952833, loss@max: 1.369648, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.510211, LT: 1.456244, Top1S: 66.349457, Top1T: 66.508057Best acc: 66.508057 Train:epoch: 101, loss@min: 0.951863, loss@max: 1.365925, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.510564, LT: 1.456266, Top1S: 66.217285, Top1T: 66.534492Best acc: 66.534492 Train:epoch: 102, loss@min: 0.960952, loss@max: 1.369672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.510735, LT: 1.456179, Top1S: 66.270149, Top1T: 66.587364Best acc: 66.587364 Train:epoch: 103, loss@min: 0.958942, loss@max: 1.362507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.509980, LT: 1.455329, Top1S: 66.296585, Top1T: 66.481628 Train:epoch: 104, loss@min: 0.953392, loss@max: 1.359655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.508708, LT: 1.454229, Top1S: 66.375893, Top1T: 66.560928 Train:epoch: 105, loss@min: 0.958956, loss@max: 1.362754, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.506912, LT: 1.452888, Top1S: 66.375893, Top1T: 66.534492 Train:epoch: 106, loss@min: 0.955994, loss@max: 1.359740, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.505006, LT: 1.451461, Top1S: 66.349457, Top1T: 66.640228Best acc: 66.640228 Train:epoch: 107, loss@min: 0.951750, loss@max: 1.367719, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.503865, LT: 1.450665, Top1S: 66.455193, Top1T: 66.560928 Train:epoch: 108, loss@min: 0.959718, loss@max: 1.358086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.503506, LT: 1.450357, Top1S: 66.560928, Top1T: 66.640228 Train:epoch: 109, loss@min: 0.962362, loss@max: 1.365013, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.503369, LT: 1.450149, Top1S: 66.508057, Top1T: 66.613792 Train:epoch: 110, loss@min: 0.950410, loss@max: 1.366036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.503127, LT: 1.449541, Top1S: 66.481628, Top1T: 66.640228 Train:epoch: 111, loss@min: 0.953713, loss@max: 1.368979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.502549, LT: 1.448723, Top1S: 66.508057, Top1T: 66.693100Best acc: 66.693100 Train:epoch: 112, loss@min: 1.023664, loss@max: 1.396320, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 112, LS: 1.502347, LT: 1.448182, Top1S: 66.640228, Top1T: 66.613792 Train:epoch: 113, loss@min: 0.974748, loss@max: 1.390832, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 113, LS: 1.501354, LT: 1.446914, Top1S: 66.772400, Top1T: 66.640228Best acc: 66.772400 Train:epoch: 114, loss@min: 0.953091, loss@max: 1.364656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.500416, LT: 1.445705, Top1S: 66.719528, Top1T: 66.719528 Train:epoch: 115, loss@min: 0.949932, loss@max: 1.362634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.500103, LT: 1.444952, Top1S: 66.745964, Top1T: 66.640228 Train:epoch: 116, loss@min: 0.953898, loss@max: 1.358321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.500018, LT: 1.444280, Top1S: 66.745964, Top1T: 66.640228 Train:epoch: 117, loss@min: 0.952237, loss@max: 1.362375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.500110, LT: 1.443911, Top1S: 66.719528, Top1T: 66.613792 Train:epoch: 118, loss@min: 0.977941, loss@max: 1.368137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.500498, LT: 1.443765, Top1S: 66.772400, Top1T: 66.666664 Train:epoch: 119, loss@min: 0.952479, loss@max: 1.354796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.501075, LT: 1.443823, Top1S: 66.798836, Top1T: 66.693100Best acc: 66.798836 Train:epoch: 120, loss@min: 0.957079, loss@max: 1.363621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.502003, LT: 1.444320, Top1S: 66.798836, Top1T: 66.772400 Train:epoch: 121, loss@min: 0.951519, loss@max: 1.357154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.503001, LT: 1.445038, Top1S: 66.798836, Top1T: 66.719528 Train:epoch: 122, loss@min: 0.959209, loss@max: 1.372569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.504157, LT: 1.446042, Top1S: 66.745964, Top1T: 66.798836 Train:epoch: 123, loss@min: 0.961183, loss@max: 1.370883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.505651, LT: 1.447373, Top1S: 66.745964, Top1T: 66.772400 Train:epoch: 124, loss@min: 0.950447, loss@max: 1.363785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.506610, LT: 1.448564, Top1S: 66.851700, Top1T: 66.772400Best acc: 66.851700 Train:epoch: 125, loss@min: 0.951171, loss@max: 1.361568, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.507410, LT: 1.449561, Top1S: 66.798836, Top1T: 66.745964 Train:epoch: 126, loss@min: 0.949429, loss@max: 1.371285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.507698, LT: 1.450147, Top1S: 66.772400, Top1T: 66.825272 Train:epoch: 127, loss@min: 0.952366, loss@max: 1.357863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.507792, LT: 1.450604, Top1S: 66.798836, Top1T: 66.798836 Train:epoch: 128, loss@min: 0.952584, loss@max: 1.364403, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.508384, LT: 1.451331, Top1S: 66.719528, Top1T: 66.798836 Train:epoch: 129, loss@min: 0.952191, loss@max: 1.366591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.509090, LT: 1.452094, Top1S: 66.693100, Top1T: 66.798836 Train:epoch: 130, loss@min: 0.950582, loss@max: 1.358578, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.509785, LT: 1.452819, Top1S: 66.666664, Top1T: 66.798836 Train:epoch: 131, loss@min: 0.948662, loss@max: 1.360755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.510511, LT: 1.453384, Top1S: 66.613792, Top1T: 66.772400 Train:epoch: 132, loss@min: 0.950446, loss@max: 1.359833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.511068, LT: 1.453788, Top1S: 66.587364, Top1T: 66.772400 Train:epoch: 133, loss@min: 0.953297, loss@max: 1.365270, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.511811, LT: 1.454296, Top1S: 66.613792, Top1T: 66.798836 Train:epoch: 134, loss@min: 0.950269, loss@max: 1.356692, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Wed Jan 17 14:40:30 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 46.534653 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 50.495049 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 31, loss@min: 5.206001, loss@max: 2.386377, Top1S acc: 100.000000, Top1T acc: 48.514851 Train:epoch: 32, loss@min: 4.223445, loss@max: 2.211375, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 33, loss@min: 3.709826, loss@max: 2.165059, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 34, loss@min: 3.145005, loss@max: 2.119097, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 35, loss@min: 2.894421, loss@max: 2.079832, Top1S acc: 100.000000, Top1T acc: 79.207924 Train:epoch: 36, loss@min: 2.339003, loss@max: 1.948939, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 37, loss@min: 2.168433, loss@max: 1.964079, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 38, loss@min: 1.862252, loss@max: 1.910576, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 39, loss@min: 1.827189, loss@max: 1.918898, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 40, loss@min: 1.616437, loss@max: 1.881458, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 41, loss@min: 1.567910, loss@max: 1.873251, Top1S acc: 100.000000, Top1T acc: 93.069305 Train:epoch: 42, loss@min: 1.310862, loss@max: 1.779117, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 43, loss@min: 1.392570, loss@max: 1.808259, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 44, loss@min: 1.140667, loss@max: 1.682251, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 45, loss@min: 1.232392, loss@max: 1.704344, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 46, loss@min: 1.200820, loss@max: 1.645365, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 47, loss@min: 1.055139, loss@max: 1.576789, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 1.109158, loss@max: 1.582096, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 49, loss@min: 1.134584, loss@max: 1.578143, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 50, loss@min: 1.154551, loss@max: 1.556854, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 51, loss@min: 0.995689, loss@max: 1.473233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.026120, loss@max: 1.462286, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 53, loss@min: 1.088726, loss@max: 1.491504, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 54, loss@min: 0.994233, loss@max: 1.410623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.038162, loss@max: 1.424522, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 56, loss@min: 1.077618, loss@max: 1.444531, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 57, loss@min: 0.999244, loss@max: 1.392430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.984129, loss@max: 1.368399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.008589, loss@max: 1.391060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 1.005404, loss@max: 1.389927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.012870, loss@max: 1.394831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.988610, loss@max: 1.379308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.995052, loss@max: 1.384227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.969361, loss@max: 1.362023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.978480, loss@max: 1.376793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.966659, loss@max: 1.375010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.976455, loss@max: 1.376840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.976951, loss@max: 1.395379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956374, loss@max: 1.375236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.957808, loss@max: 1.367696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.959140, loss@max: 1.374951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.964436, loss@max: 1.383377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.955940, loss@max: 1.373970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.968845, loss@max: 1.384612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.983591, loss@max: 1.389621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.965186, loss@max: 1.375007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.963587, loss@max: 1.372271, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.960255, loss@max: 1.372011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.961168, loss@max: 1.366417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.975851, loss@max: 1.383716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.956927, loss@max: 1.366531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.975861, loss@max: 1.384934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.994626, loss@max: 1.389488, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 84, loss@min: 0.967805, loss@max: 1.372161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.991066, loss@max: 1.380355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.986252, loss@max: 1.386095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.958447, loss@max: 1.364547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.957931, loss@max: 1.355680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.967398, loss@max: 1.381121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.954403, loss@max: 1.365180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.011744, loss@max: 1.383144, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 92, loss@min: 0.968836, loss@max: 1.369228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.961584, loss@max: 1.365456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.958865, loss@max: 1.365459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.957454, loss@max: 1.365862, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.954983, loss@max: 1.366489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.951970, loss@max: 1.364551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.948141, loss@max: 1.363875, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.951253, loss@max: 1.365429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.950919, loss@max: 1.371321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.509627, LT: 1.456726, Top1S: 66.270149, Top1T: 66.613792Best acc: 66.613792 Train:epoch: 101, loss@min: 0.950310, loss@max: 1.367537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.509804, LT: 1.456623, Top1S: 66.243721, Top1T: 66.666664Best acc: 66.666664 Train:epoch: 102, loss@min: 0.958613, loss@max: 1.371795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.509912, LT: 1.456532, Top1S: 66.349457, Top1T: 66.640228 Train:epoch: 103, loss@min: 0.956390, loss@max: 1.365044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.509229, LT: 1.455822, Top1S: 66.296585, Top1T: 66.666664 Train:epoch: 104, loss@min: 0.950460, loss@max: 1.362616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.508093, LT: 1.454918, Top1S: 66.323021, Top1T: 66.798836Best acc: 66.798836 Train:epoch: 105, loss@min: 0.956477, loss@max: 1.364657, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 14:49:33 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 46.534653 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 50.495049 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 48.514851 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 41, loss@min: 4.816623, loss@max: 2.349455, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 42, loss@min: 3.994110, loss@max: 2.240788, Top1S acc: 100.000000, Top1T acc: 66.336632 Train:epoch: 43, loss@min: 3.748004, loss@max: 2.237476, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 44, loss@min: 3.140084, loss@max: 2.143796, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 45, loss@min: 2.949712, loss@max: 2.152767, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 46, loss@min: 2.561168, loss@max: 2.089837, Top1S acc: 100.000000, Top1T acc: 75.247528 Train:epoch: 47, loss@min: 2.188914, loss@max: 2.020027, Top1S acc: 100.000000, Top1T acc: 86.138611 Train:epoch: 48, loss@min: 2.121917, loss@max: 2.031208, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 49, loss@min: 2.095834, loss@max: 2.039682, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 50, loss@min: 1.889042, loss@max: 2.000813, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 51, loss@min: 1.555825, loss@max: 1.894128, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 52, loss@min: 1.510846, loss@max: 1.849304, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 53, loss@min: 1.553129, loss@max: 1.869877, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 54, loss@min: 1.262816, loss@max: 1.755948, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 55, loss@min: 1.218369, loss@max: 1.734153, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 56, loss@min: 1.342594, loss@max: 1.757422, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 57, loss@min: 1.086065, loss@max: 1.639924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.033348, loss@max: 1.572345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.119309, loss@max: 1.616157, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 60, loss@min: 1.091019, loss@max: 1.585500, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 61, loss@min: 1.087199, loss@max: 1.559311, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 62, loss@min: 1.038789, loss@max: 1.514322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.049528, loss@max: 1.506090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.989821, loss@max: 1.430289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 1.014270, loss@max: 1.443767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.027740, loss@max: 1.439662, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 67, loss@min: 1.015317, loss@max: 1.418820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.025313, loss@max: 1.433821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.994682, loss@max: 1.398592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.997874, loss@max: 1.390633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 1.007987, loss@max: 1.389523, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 72, loss@min: 1.020411, loss@max: 1.399767, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 73, loss@min: 0.992467, loss@max: 1.388241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.004010, loss@max: 1.394939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.028886, loss@max: 1.410848, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 76, loss@min: 1.012685, loss@max: 1.399498, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 77, loss@min: 0.971913, loss@max: 1.383752, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.969980, loss@max: 1.387404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.965985, loss@max: 1.382304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.994664, loss@max: 1.410234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.962999, loss@max: 1.385653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.988828, loss@max: 1.406226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.010617, loss@max: 1.405262, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 84, loss@min: 1.020499, loss@max: 1.403898, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 85, loss@min: 0.982139, loss@max: 1.395797, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 86, loss@min: 0.997929, loss@max: 1.410861, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 87, loss@min: 0.956685, loss@max: 1.380529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.950015, loss@max: 1.368869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.961051, loss@max: 1.388473, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.948477, loss@max: 1.372462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.007258, loss@max: 1.396511, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 92, loss@min: 0.966736, loss@max: 1.384069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.957777, loss@max: 1.372134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.969429, loss@max: 1.375908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.959881, loss@max: 1.371371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.959900, loss@max: 1.371716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.955160, loss@max: 1.366776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.955003, loss@max: 1.361884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.963008, loss@max: 1.376489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.965994, loss@max: 1.375865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.957433, loss@max: 1.370251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.954328, loss@max: 1.365687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.958808, loss@max: 1.369531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 1.015095, loss@max: 1.380356, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 105, loss@min: 0.958975, loss@max: 1.363516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.961365, loss@max: 1.370782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.958749, loss@max: 1.369466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.959278, loss@max: 1.373059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.956266, loss@max: 1.366768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.964009, loss@max: 1.385395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.983519, loss@max: 1.394382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.960087, loss@max: 1.378067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.951400, loss@max: 1.367948, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.959081, loss@max: 1.372041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.974220, loss@max: 1.379192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.956753, loss@max: 1.367950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.993187, loss@max: 1.385505, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 118, loss@min: 0.954699, loss@max: 1.373467, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.955905, loss@max: 1.367008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.957080, loss@max: 1.369367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.382346, LT: 1.360432, Top1S: 67.644722, Top1T: 67.433250Best acc: 67.644722 Train:epoch: 121, loss@min: 0.951640, loss@max: 1.359920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.382865, LT: 1.360778, Top1S: 67.538986, Top1T: 67.459686 Train:epoch: 122, loss@min: 0.968094, loss@max: 1.382406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.383820, LT: 1.361520, Top1S: 67.512550, Top1T: 67.512550 Train:epoch: 123, loss@min: 0.971036, loss@max: 1.380040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.384887, LT: 1.362427, Top1S: 67.538986, Top1T: 67.591858 Train:epoch: 124, loss@min: 0.954543, loss@max: 1.364100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.385699, LT: 1.363211, Top1S: 67.565422, Top1T: 67.644722 Train:epoch: 125, loss@min: 0.954887, loss@max: 1.364809, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 15:00:15 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 46.534653 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 50.495049 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 48.514851 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 41, loss@min: 4.824570, loss@max: 2.351388, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 42, loss@min: 4.012695, loss@max: 2.234468, Top1S acc: 100.000000, Top1T acc: 66.336632 Train:epoch: 43, loss@min: 3.778446, loss@max: 2.222712, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 44, loss@min: 3.178822, loss@max: 2.118858, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 45, loss@min: 2.999741, loss@max: 2.118698, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 46, loss@min: 2.618314, loss@max: 2.047150, Top1S acc: 100.000000, Top1T acc: 75.247528 Train:epoch: 47, loss@min: 2.249632, loss@max: 1.970499, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 48, loss@min: 2.186557, loss@max: 1.977395, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 49, loss@min: 2.156617, loss@max: 1.983223, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 50, loss@min: 1.950080, loss@max: 1.944717, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 51, loss@min: 1.613086, loss@max: 1.839955, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 52, loss@min: 1.561804, loss@max: 1.799322, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 53, loss@min: 1.599368, loss@max: 1.826505, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 54, loss@min: 1.302365, loss@max: 1.718034, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 55, loss@min: 1.249820, loss@max: 1.703382, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 56, loss@min: 1.367721, loss@max: 1.734746, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 57, loss@min: 1.101149, loss@max: 1.624552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.041775, loss@max: 1.563999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.120612, loss@max: 1.615099, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 60, loss@min: 1.085727, loss@max: 1.591953, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 61, loss@min: 1.076946, loss@max: 1.571104, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 62, loss@min: 1.023287, loss@max: 1.531144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.030358, loss@max: 1.527747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.967176, loss@max: 1.454571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.989504, loss@max: 1.470754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.002370, loss@max: 1.466887, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 67, loss@min: 0.990664, loss@max: 1.445498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.001156, loss@max: 1.459868, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.971749, loss@max: 1.422430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.978188, loss@max: 1.411385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.990650, loss@max: 1.407463, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 72, loss@min: 1.004961, loss@max: 1.415628, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 73, loss@min: 0.980450, loss@max: 1.400584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.994372, loss@max: 1.404671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.023777, loss@max: 1.416931, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 76, loss@min: 1.009984, loss@max: 1.402288, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 77, loss@min: 0.972122, loss@max: 1.384209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.972795, loss@max: 1.384851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.970954, loss@max: 1.377815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.001344, loss@max: 1.403931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.970643, loss@max: 1.378054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.998386, loss@max: 1.397345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.020765, loss@max: 1.395896, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 84, loss@min: 1.029482, loss@max: 1.393672, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 85, loss@min: 0.992887, loss@max: 1.385350, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 86, loss@min: 1.007481, loss@max: 1.401322, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 87, loss@min: 0.965807, loss@max: 1.371569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.958877, loss@max: 1.360302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.968390, loss@max: 1.381842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.954267, loss@max: 1.367130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.013443, loss@max: 1.392411, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 92, loss@min: 0.970501, loss@max: 1.381614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.959434, loss@max: 1.371014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.969828, loss@max: 1.376180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.958708, loss@max: 1.373175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.957705, loss@max: 1.374095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.952898, loss@max: 1.369665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.952106, loss@max: 1.365253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.958773, loss@max: 1.380270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.962753, loss@max: 1.378605, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.955529, loss@max: 1.373392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.951776, loss@max: 1.368531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.957197, loss@max: 1.372511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 1.018239, loss@max: 1.382658, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 105, loss@min: 0.957539, loss@max: 1.365201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.961440, loss@max: 1.371699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.959074, loss@max: 1.369447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.959738, loss@max: 1.373321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.956602, loss@max: 1.366575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.964840, loss@max: 1.383979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.984463, loss@max: 1.393029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.961823, loss@max: 1.375932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.953391, loss@max: 1.366071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.960890, loss@max: 1.370008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.976962, loss@max: 1.377472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.958381, loss@max: 1.366340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.994199, loss@max: 1.384043, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 118, loss@min: 0.955830, loss@max: 1.371945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.957307, loss@max: 1.365117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.957480, loss@max: 1.368599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.382374, LT: 1.359206, Top1S: 67.565422, Top1T: 67.380386Best acc: 67.565422 Train:epoch: 121, loss@min: 0.952143, loss@max: 1.359458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.382902, LT: 1.359631, Top1S: 67.538986, Top1T: 67.486122 Train:epoch: 122, loss@min: 0.968190, loss@max: 1.382216, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.383898, LT: 1.360451, Top1S: 67.512550, Top1T: 67.538986 Train:epoch: 123, loss@min: 0.971143, loss@max: 1.380939, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.385019, LT: 1.361418, Top1S: 67.512550, Top1T: 67.671158Best acc: 67.671158 Train:epoch: 124, loss@min: 0.954659, loss@max: 1.364102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.385879, LT: 1.362260, Top1S: 67.459686, Top1T: 67.671158 Train:epoch: 125, loss@min: 0.954566, loss@max: 1.364834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.386665, LT: 1.362957, Top1S: 67.486122, Top1T: 67.776894Best acc: 67.776894 Train:epoch: 126, loss@min: 0.957448, loss@max: 1.373099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.387200, LT: 1.363588, Top1S: 67.459686, Top1T: 67.750458 Train:epoch: 127, loss@min: 0.953352, loss@max: 1.360618, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.387537, LT: 1.364000, Top1S: 67.512550, Top1T: 67.750458 Train:epoch: 128, loss@min: 0.966638, loss@max: 1.368974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.387888, LT: 1.364331, Top1S: 67.512550, Top1T: 67.803329Best acc: 67.803329 Train:epoch: 129, loss@min: 0.959884, loss@max: 1.371332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.388266, LT: 1.364602, Top1S: 67.459686, Top1T: 67.724022 Train:epoch: 130, loss@min: 0.953418, loss@max: 1.358032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.388755, LT: 1.364853, Top1S: 67.512550, Top1T: 67.644722 Train:epoch: 131, loss@min: 0.951582, loss@max: 1.362814, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.389557, LT: 1.365137, Top1S: 67.512550, Top1T: 67.697594 Train:epoch: 132, loss@min: 0.952373, loss@max: 1.363454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.390341, LT: 1.365374, Top1S: 67.459686, Top1T: 67.644722 Train:epoch: 133, loss@min: 0.961783, loss@max: 1.372041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.391176, LT: 1.365653, Top1S: 67.459686, Top1T: 67.538986 Train:epoch: 134, loss@min: 0.952037, loss@max: 1.358698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.392182, LT: 1.366105, Top1S: 67.433250, Top1T: 67.644722 Train:epoch: 135, loss@min: 0.950029, loss@max: 1.361727, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.392988, LT: 1.366540, Top1S: 67.380386, Top1T: 67.591858 Train:epoch: 136, loss@min: 0.953880, loss@max: 1.363222, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.393796, LT: 1.367097, Top1S: 67.459686, Top1T: 67.565422 Train:epoch: 137, loss@min: 0.954010, loss@max: 1.363697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.394462, LT: 1.367614, Top1S: 67.486122, Top1T: 67.459686 Train:epoch: 138, loss@min: 0.955631, loss@max: 1.366296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.394951, LT: 1.367987, Top1S: 67.512550, Top1T: 67.459686 Train:epoch: 139, loss@min: 0.962286, loss@max: 1.374765, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.395526, LT: 1.368536, Top1S: 67.512550, Top1T: 67.459686 Train:epoch: 140, loss@min: 0.949865, loss@max: 1.364238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.396224, LT: 1.369170, Top1S: 67.486122, Top1T: 67.353951 Train:epoch: 141, loss@min: 0.951939, loss@max: 1.368272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.397062, LT: 1.369886, Top1S: 67.459686, Top1T: 67.301079 Train:epoch: 142, loss@min: 0.951232, loss@max: 1.366972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.397806, LT: 1.370490, Top1S: 67.433250, Top1T: 67.353951 Train:epoch: 143, loss@min: 0.949156, loss@max: 1.364290, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.398538, LT: 1.371059, Top1S: 67.380386, Top1T: 67.327515 Train:epoch: 144, loss@min: 0.947894, loss@max: 1.362600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.399130, LT: 1.371566, Top1S: 67.380386, Top1T: 67.301079 Train:epoch: 145, loss@min: 0.949583, loss@max: 1.362757, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.399607, LT: 1.371981, Top1S: 67.353951, Top1T: 67.274643 Train:epoch: 146, loss@min: 0.958271, loss@max: 1.371766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.399895, LT: 1.372220, Top1S: 67.353951, Top1T: 67.327515 Train:epoch: 147, loss@min: 0.949382, loss@max: 1.363921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.400205, LT: 1.372488, Top1S: 67.433250, Top1T: 67.353951 Train:epoch: 148, loss@min: 0.951392, loss@max: 1.362282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.400561, LT: 1.372809, Top1S: 67.459686, Top1T: 67.327515 Train:epoch: 149, loss@min: 0.956798, loss@max: 1.361530, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.400756, LT: 1.373018, Top1S: 67.406815, Top1T: 67.353951 Train:epoch: 150, loss@min: 0.951891, loss@max: 1.365916, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.401075, LT: 1.373281, Top1S: 67.406815, Top1T: 67.353951 ------------------------------------------- Wed Jan 17 15:32:20 2024 ------------------------------------------- {"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 15:42:24 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 53.465347 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 46.534653 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 50.495049 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 56.435642 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 57.425743 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 48.514851 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 54.455444 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 52.475246 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 51.485149 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 60.396038 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 55.445545 Train:epoch: 41, loss@min: 4.824536, loss@max: 2.351387, Top1S acc: 100.000000, Top1T acc: 58.415840 Train:epoch: 42, loss@min: 4.012697, loss@max: 2.234465, Top1S acc: 100.000000, Top1T acc: 66.336632 Train:epoch: 43, loss@min: 3.778492, loss@max: 2.222729, Top1S acc: 100.000000, Top1T acc: 61.386139 Train:epoch: 44, loss@min: 3.178849, loss@max: 2.118848, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 45, loss@min: 2.999741, loss@max: 2.118696, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 46, loss@min: 2.618352, loss@max: 2.047152, Top1S acc: 100.000000, Top1T acc: 75.247528 Train:epoch: 47, loss@min: 2.249676, loss@max: 1.970500, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 48, loss@min: 2.186610, loss@max: 1.977425, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 49, loss@min: 2.156682, loss@max: 1.983226, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 50, loss@min: 1.950090, loss@max: 1.944724, Top1S acc: 100.000000, Top1T acc: 87.128708 Train:epoch: 51, loss@min: 1.613179, loss@max: 1.839980, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 52, loss@min: 1.561793, loss@max: 1.799323, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 53, loss@min: 1.599335, loss@max: 1.826499, Top1S acc: 100.000000, Top1T acc: 92.079208 Train:epoch: 54, loss@min: 1.302374, loss@max: 1.718034, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 55, loss@min: 1.249834, loss@max: 1.703386, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 56, loss@min: 1.367708, loss@max: 1.734736, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 57, loss@min: 1.101149, loss@max: 1.624551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.041789, loss@max: 1.564013, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.120637, loss@max: 1.615109, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 60, loss@min: 1.085714, loss@max: 1.591960, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 61, loss@min: 1.076954, loss@max: 1.571124, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 62, loss@min: 1.023296, loss@max: 1.531152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 1.030379, loss@max: 1.527773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.967180, loss@max: 1.454577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.989507, loss@max: 1.470767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.002382, loss@max: 1.466898, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 67, loss@min: 0.990679, loss@max: 1.445500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.001154, loss@max: 1.459867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.971760, loss@max: 1.422430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.978187, loss@max: 1.411390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.990657, loss@max: 1.407469, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 72, loss@min: 1.004969, loss@max: 1.415630, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 73, loss@min: 0.980459, loss@max: 1.400594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.994370, loss@max: 1.404665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 1.023780, loss@max: 1.416930, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 76, loss@min: 1.010035, loss@max: 1.402307, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 77, loss@min: 0.972107, loss@max: 1.384212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.972792, loss@max: 1.384862, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.970944, loss@max: 1.377810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.001357, loss@max: 1.403937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.970639, loss@max: 1.378061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.998370, loss@max: 1.397346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 1.020748, loss@max: 1.395891, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 84, loss@min: 1.029449, loss@max: 1.393661, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 85, loss@min: 0.992879, loss@max: 1.385342, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 86, loss@min: 1.007466, loss@max: 1.401325, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 87, loss@min: 0.965785, loss@max: 1.371567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.958874, loss@max: 1.360308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.968395, loss@max: 1.381851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.954267, loss@max: 1.367134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 1.013484, loss@max: 1.392423, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 92, loss@min: 0.970498, loss@max: 1.381610, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.959440, loss@max: 1.371008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.969823, loss@max: 1.376168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.958722, loss@max: 1.373177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.957707, loss@max: 1.374093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.952899, loss@max: 1.369664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.952107, loss@max: 1.365250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.958766, loss@max: 1.380262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.962770, loss@max: 1.378616, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.955527, loss@max: 1.373397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.951773, loss@max: 1.368536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.957194, loss@max: 1.372516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 1.018222, loss@max: 1.382648, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 105, loss@min: 0.957538, loss@max: 1.365199, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.961441, loss@max: 1.371694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.959076, loss@max: 1.369445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.959740, loss@max: 1.373320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.956600, loss@max: 1.366578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.964838, loss@max: 1.383980, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.984449, loss@max: 1.393029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.961815, loss@max: 1.375934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.953389, loss@max: 1.366076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.960892, loss@max: 1.370010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.976951, loss@max: 1.377474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.958375, loss@max: 1.366344, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.994173, loss@max: 1.384046, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 118, loss@min: 0.955835, loss@max: 1.371955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.957309, loss@max: 1.365120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.957476, loss@max: 1.368595, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.382446, LT: 1.359276, Top1S: 67.565422, Top1T: 67.380386Best acc: 67.565422 Train:epoch: 121, loss@min: 0.952145, loss@max: 1.359458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.382975, LT: 1.359701, Top1S: 67.538986, Top1T: 67.459686 Train:epoch: 122, loss@min: 0.968196, loss@max: 1.382221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.383973, LT: 1.360522, Top1S: 67.512550, Top1T: 67.538986 Train:epoch: 123, loss@min: 0.971141, loss@max: 1.380940, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.385096, LT: 1.361492, Top1S: 67.512550, Top1T: 67.671158Best acc: 67.671158 Train:epoch: 124, loss@min: 0.954665, loss@max: 1.364103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.385958, LT: 1.362335, Top1S: 67.459686, Top1T: 67.671158 Train:epoch: 125, loss@min: 0.954569, loss@max: 1.364836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.386746, LT: 1.363033, Top1S: 67.486122, Top1T: 67.750458Best acc: 67.750458 Train:epoch: 126, loss@min: 0.957456, loss@max: 1.373102, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.387278, LT: 1.363663, Top1S: 67.459686, Top1T: 67.750458 Train:epoch: 127, loss@min: 0.953352, loss@max: 1.360622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.387613, LT: 1.364072, Top1S: 67.486122, Top1T: 67.750458 Train:epoch: 128, loss@min: 0.966631, loss@max: 1.368977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.387961, LT: 1.364402, Top1S: 67.512550, Top1T: 67.803329Best acc: 67.803329 Train:epoch: 129, loss@min: 0.959875, loss@max: 1.371329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.388337, LT: 1.364672, Top1S: 67.459686, Top1T: 67.724022 Train:epoch: 130, loss@min: 0.953420, loss@max: 1.358031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.388823, LT: 1.364920, Top1S: 67.486122, Top1T: 67.644722 Train:epoch: 131, loss@min: 0.951588, loss@max: 1.362811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.389624, LT: 1.365203, Top1S: 67.486122, Top1T: 67.618286 Train:epoch: 132, loss@min: 0.952377, loss@max: 1.363453, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.390407, LT: 1.365439, Top1S: 67.459686, Top1T: 67.644722 Train:epoch: 133, loss@min: 0.961789, loss@max: 1.372040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.391241, LT: 1.365716, Top1S: 67.406815, Top1T: 67.591858 Train:epoch: 134, loss@min: 0.952040, loss@max: 1.358698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.392247, LT: 1.366168, Top1S: 67.433250, Top1T: 67.618286 Train:epoch: 135, loss@min: 0.950030, loss@max: 1.361728, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.393053, LT: 1.366603, Top1S: 67.406815, Top1T: 67.591858 Train:epoch: 136, loss@min: 0.953879, loss@max: 1.363221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.393861, LT: 1.367159, Top1S: 67.459686, Top1T: 67.565422 Train:epoch: 137, loss@min: 0.954011, loss@max: 1.363696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.394529, LT: 1.367677, Top1S: 67.486122, Top1T: 67.459686 Train:epoch: 138, loss@min: 0.955634, loss@max: 1.366295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.395018, LT: 1.368050, Top1S: 67.486122, Top1T: 67.433250 Train:epoch: 139, loss@min: 0.962284, loss@max: 1.374761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.395593, LT: 1.368600, Top1S: 67.512550, Top1T: 67.406815 Train:epoch: 140, loss@min: 0.949867, loss@max: 1.364238, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.396292, LT: 1.369235, Top1S: 67.486122, Top1T: 67.327515 Train:epoch: 141, loss@min: 0.951933, loss@max: 1.368268, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.397131, LT: 1.369951, Top1S: 67.459686, Top1T: 67.353951 Train:epoch: 142, loss@min: 0.951234, loss@max: 1.366973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.397877, LT: 1.370557, Top1S: 67.459686, Top1T: 67.353951 Train:epoch: 143, loss@min: 0.949156, loss@max: 1.364285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.398609, LT: 1.371127, Top1S: 67.380386, Top1T: 67.274643 Train:epoch: 144, loss@min: 0.947895, loss@max: 1.362603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.399201, LT: 1.371634, Top1S: 67.380386, Top1T: 67.301079 Train:epoch: 145, loss@min: 0.949582, loss@max: 1.362759, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 16:10:12 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 8, loss@min: 0.000000, 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Train:epoch: 123, loss@min: 0.945698, loss@max: 1.361213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.406203, LT: 0.400330, Top1S: 89.127792, Top1T: 89.492905Best acc: 89.492905 Train:epoch: 124, loss@min: 0.955717, loss@max: 1.369942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.406810, LT: 0.400866, Top1S: 89.168358, Top1T: 89.492905 Train:epoch: 125, loss@min: 0.948130, loss@max: 1.357297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.407239, LT: 0.401244, Top1S: 89.087219, Top1T: 89.452332 Train:epoch: 126, loss@min: 0.946914, loss@max: 1.359133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.407863, LT: 0.401821, Top1S: 89.087219, Top1T: 89.492905 Train:epoch: 127, loss@min: 0.962686, loss@max: 1.374309, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 127, LS: 0.408466, LT: 0.402354, Top1S: 89.087219, Top1T: 89.492905 Train:epoch: 128, loss@min: 0.947445, loss@max: 1.358791, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.408906, LT: 0.402756, Top1S: 89.006088, Top1T: 89.492905 Train:epoch: 129, loss@min: 0.947948, loss@max: 1.358701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.409382, LT: 0.403164, Top1S: 89.006088, Top1T: 89.574036Best acc: 89.574036 Train:epoch: 130, loss@min: 0.946490, loss@max: 1.359075, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.409791, LT: 0.403502, Top1S: 89.006088, Top1T: 89.533470 Train:epoch: 131, loss@min: 0.946932, loss@max: 1.357602, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.410269, LT: 0.403947, Top1S: 89.006088, Top1T: 89.492905 Train:epoch: 132, loss@min: 0.947024, loss@max: 1.358428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.410762, LT: 0.404345, Top1S: 89.006088, Top1T: 89.452332 Train:epoch: 133, loss@min: 0.948673, loss@max: 1.358700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 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loss@min: 0.947470, loss@max: 1.362520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.411694, LT: 0.404939, Top1S: 88.924950, Top1T: 89.371201 Train:epoch: 140, loss@min: 0.947542, loss@max: 1.357884, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.411589, LT: 0.404839, Top1S: 88.924950, Top1T: 89.371201 Train:epoch: 141, loss@min: 0.956437, loss@max: 1.368881, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.411207, LT: 0.404497, Top1S: 88.924950, Top1T: 89.371201 Train:epoch: 142, loss@min: 0.945456, loss@max: 1.359641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.410807, LT: 0.404173, Top1S: 89.006088, Top1T: 89.371201 Train:epoch: 143, loss@min: 0.946027, loss@max: 1.358907, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.410568, LT: 0.404008, Top1S: 89.006088, Top1T: 89.371201 Train:epoch: 144, loss@min: 0.945534, loss@max: 1.356649, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.410274, LT: 0.403797, Top1S: 89.006088, Top1T: 89.330627 Train:epoch: 145, loss@min: 0.971503, loss@max: 1.372791, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 145, LS: 0.409927, LT: 0.403506, Top1S: 88.965515, Top1T: 89.371201 Train:epoch: 146, loss@min: 0.949948, loss@max: 1.362067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.409538, LT: 0.403208, Top1S: 88.965515, Top1T: 89.371201 Train:epoch: 147, loss@min: 0.945715, loss@max: 1.358018, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.409324, LT: 0.403055, Top1S: 88.965515, Top1T: 89.411766 Train:epoch: 148, loss@min: 1.012173, loss@max: 1.391139, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 148, LS: 0.408980, LT: 0.402753, Top1S: 88.965515, Top1T: 89.411766 Train:epoch: 149, loss@min: 0.950237, loss@max: 1.356430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.408739, LT: 0.402508, Top1S: 88.965515, Top1T: 89.411766 Train:epoch: 150, loss@min: 0.946734, loss@max: 1.356776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.408541, LT: 0.402277, Top1S: 88.965515, Top1T: 89.371201 ------------------------------------------- Wed Jan 17 16:34:21 2024 ------------------------------------------- {"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 16:35:17 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 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Train:epoch: 103, loss@min: 0.968891, loss@max: 1.468070, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 104, loss@min: 0.988351, loss@max: 1.460310, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 105, loss@min: 0.990567, loss@max: 1.466345, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 106, loss@min: 0.936953, loss@max: 1.423621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.974793, loss@max: 1.432166, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 108, loss@min: 0.993227, loss@max: 1.442646, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 109, loss@min: 0.971717, loss@max: 1.415970, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 110, loss@min: 0.956624, loss@max: 1.398442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.985586, loss@max: 1.401501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.970309, loss@max: 1.391074, Top1S acc: 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loss@max: 1.385201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.961803, loss@max: 1.361052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.971770, loss@max: 1.375654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.977171, loss@max: 1.379784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 0.988203, loss@max: 1.376663, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 127, loss@min: 0.968446, loss@max: 1.372446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.970172, loss@max: 1.371273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.957339, loss@max: 1.370953, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.960892, loss@max: 1.373857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.372737, LT: 0.372879, Top1S: 89.330627, Top1T: 89.371201Best acc: 89.371201 Train:epoch: 131, loss@min: 0.976176, loss@max: 1.389255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.372642, LT: 0.372643, Top1S: 89.290062, Top1T: 89.452332Best acc: 89.452332 Train:epoch: 132, loss@min: 0.956747, loss@max: 1.373793, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.372344, LT: 0.372249, Top1S: 89.208923, Top1T: 89.533470Best acc: 89.533470 Train:epoch: 133, loss@min: 0.953015, loss@max: 1.366347, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.371687, LT: 0.371542, Top1S: 89.371201, Top1T: 89.574036Best acc: 89.574036 Train:epoch: 134, loss@min: 0.984287, loss@max: 1.388671, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 134, LS: 0.371363, LT: 0.371043, Top1S: 89.371201, Top1T: 89.614601Best acc: 89.614601 Train:epoch: 135, loss@min: 0.955519, loss@max: 1.370590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.371186, LT: 0.370727, Top1S: 89.330627, Top1T: 89.655174Best acc: 89.655174 Train:epoch: 136, loss@min: 0.952529, loss@max: 1.373635, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.370887, LT: 0.370408, Top1S: 89.411766, Top1T: 89.695740Best acc: 89.695740 Train:epoch: 137, loss@min: 0.947183, loss@max: 1.368520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.370800, LT: 0.370279, Top1S: 89.452332, Top1T: 89.695740 Train:epoch: 138, loss@min: 0.951561, loss@max: 1.376494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.370532, LT: 0.370043, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 139, loss@min: 0.946938, loss@max: 1.370981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.370341, LT: 0.369842, Top1S: 89.655174, Top1T: 89.695740 Train:epoch: 140, loss@min: 0.950919, loss@max: 1.368100, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 16:47:47 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 8, loss@min: 0.000000, 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Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 127, loss@min: 0.958089, loss@max: 1.380788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.962695, loss@max: 1.379342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.950771, loss@max: 1.375914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.956611, loss@max: 1.377281, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.373828, LT: 0.373845, Top1S: 89.290062, Top1T: 89.290062Best acc: 89.290062 Train:epoch: 131, loss@min: 0.975108, loss@max: 1.390378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.373467, LT: 0.373387, Top1S: 89.249496, Top1T: 89.371201Best acc: 89.371201 Train:epoch: 132, loss@min: 0.956004, loss@max: 1.374043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.372856, LT: 0.372758, Top1S: 89.371201, Top1T: 89.492905Best acc: 89.492905 Train:epoch: 133, loss@min: 0.953889, loss@max: 1.364846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.371922, LT: 0.371849, Top1S: 89.492905, Top1T: 89.574036Best acc: 89.574036 Train:epoch: 134, loss@min: 0.989678, loss@max: 1.386033, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 134, LS: 0.371390, LT: 0.371217, Top1S: 89.492905, Top1T: 89.655174Best acc: 89.655174 Train:epoch: 135, loss@min: 0.958363, loss@max: 1.366043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.371256, LT: 0.370963, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 136, loss@min: 0.958078, loss@max: 1.369137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.371240, LT: 0.370907, Top1S: 89.533470, Top1T: 89.614601 Train:epoch: 137, loss@min: 0.952165, loss@max: 1.363664, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.371614, LT: 0.371196, Top1S: 89.492905, Top1T: 89.614601 Train:epoch: 138, loss@min: 0.955354, loss@max: 1.371580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.371860, LT: 0.371418, Top1S: 89.533470, Top1T: 89.614601 Train:epoch: 139, loss@min: 0.950825, loss@max: 1.367140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.372188, LT: 0.371680, Top1S: 89.614601, Top1T: 89.614601 Train:epoch: 140, loss@min: 0.953255, loss@max: 1.364896, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.372322, LT: 0.371798, Top1S: 89.614601, Top1T: 89.574036 Train:epoch: 141, loss@min: 0.949865, loss@max: 1.363994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.372979, LT: 0.372257, Top1S: 89.655174, Top1T: 89.614601 Train:epoch: 142, loss@min: 0.952998, loss@max: 1.365837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.373754, LT: 0.372736, Top1S: 89.655174, Top1T: 89.614601 Train:epoch: 143, loss@min: 0.952335, loss@max: 1.367706, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.374323, LT: 0.373095, Top1S: 89.695740, Top1T: 89.614601Best acc: 89.695740 Train:epoch: 144, loss@min: 0.950721, loss@max: 1.364463, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.374864, LT: 0.373419, Top1S: 89.574036, Top1T: 89.614601 Train:epoch: 145, loss@min: 0.951396, loss@max: 1.373339, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.375545, LT: 0.373876, Top1S: 89.614601, Top1T: 89.736305Best acc: 89.736305 Train:epoch: 146, loss@min: 0.948354, loss@max: 1.368806, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.376318, LT: 0.374423, Top1S: 89.614601, Top1T: 89.776878Best acc: 89.776878 Train:epoch: 147, loss@min: 0.954121, loss@max: 1.371622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.377239, LT: 0.375096, Top1S: 89.655174, Top1T: 89.817444Best acc: 89.817444 Train:epoch: 148, loss@min: 0.953477, loss@max: 1.371333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.378435, LT: 0.376053, Top1S: 89.655174, Top1T: 89.817444 Train:epoch: 149, loss@min: 0.951605, loss@max: 1.368803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.379335, LT: 0.376805, Top1S: 89.574036, Top1T: 89.776878 Train:epoch: 150, loss@min: 0.950071, loss@max: 1.364734, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.380633, LT: 0.377967, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 151, loss@min: 0.950900, loss@max: 1.360844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 151, LS: 0.381958, LT: 0.379254, Top1S: 89.411766, Top1T: 89.614601 Train:epoch: 152, loss@min: 0.971982, loss@max: 1.375358, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 152, LS: 0.382864, LT: 0.380237, Top1S: 89.452332, Top1T: 89.492905 Train:epoch: 153, loss@min: 0.960645, loss@max: 1.374236, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 153, LS: 0.384154, LT: 0.381533, Top1S: 89.411766, Top1T: 89.574036 Train:epoch: 154, loss@min: 0.954653, loss@max: 1.368912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 154, LS: 0.385762, LT: 0.383107, Top1S: 89.330627, Top1T: 89.492905 Train:epoch: 155, loss@min: 0.951243, loss@max: 1.358961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 155, LS: 0.387476, LT: 0.384787, Top1S: 89.330627, Top1T: 89.533470 Train:epoch: 156, loss@min: 0.950616, loss@max: 1.363376, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 156, LS: 0.389084, LT: 0.386256, Top1S: 89.330627, Top1T: 89.452332 Train:epoch: 157, loss@min: 0.948985, loss@max: 1.360351, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 17:09:39 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 76.000000 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 41, loss@min: 2.607455, loss@max: 1.426327, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 42, loss@min: 1.892556, loss@max: 1.391844, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 43, loss@min: 1.739901, loss@max: 1.478654, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 44, loss@min: 1.449911, loss@max: 1.466108, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 45, loss@min: 1.564885, loss@max: 1.575450, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 46, loss@min: 1.427461, loss@max: 1.573609, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 47, loss@min: 1.129143, loss@max: 1.521741, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 48, loss@min: 1.127460, loss@max: 1.524376, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 49, loss@min: 1.127332, loss@max: 1.556198, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 50, loss@min: 1.006096, loss@max: 1.547936, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 51, loss@min: 0.916228, loss@max: 1.510970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.940089, loss@max: 1.523039, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 53, loss@min: 0.969328, loss@max: 1.525075, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 54, loss@min: 0.904216, loss@max: 1.461707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.968395, loss@max: 1.474505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.986183, loss@max: 1.432581, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 57, loss@min: 1.086397, loss@max: 1.429282, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 58, loss@min: 0.950420, loss@max: 1.365718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.991064, loss@max: 1.372939, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 60, loss@min: 0.995261, loss@max: 1.367303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 1.009860, loss@max: 1.351167, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 62, loss@min: 1.000539, loss@max: 1.330382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.986321, loss@max: 1.325831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.985070, loss@max: 1.321387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.983149, loss@max: 1.332195, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.007031, loss@max: 1.341891, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.969666, loss@max: 1.336893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.975646, loss@max: 1.347664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.969925, loss@max: 1.347949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.958947, loss@max: 1.357389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.948272, loss@max: 1.361867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.962554, loss@max: 1.382032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.941921, loss@max: 1.359913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.972476, loss@max: 1.374539, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 75, loss@min: 0.946636, loss@max: 1.364543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.948934, loss@max: 1.370726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.950193, loss@max: 1.374857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.939729, loss@max: 1.365220, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.939985, loss@max: 1.361221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.949796, loss@max: 1.361457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.952251, loss@max: 1.358004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.975977, loss@max: 1.360732, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 83, loss@min: 0.951119, loss@max: 1.352389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.953287, loss@max: 1.350571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.951819, loss@max: 1.350278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.946093, loss@max: 1.352490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.953070, loss@max: 1.362644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.955280, loss@max: 1.359496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.952438, loss@max: 1.354047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.946010, loss@max: 1.353855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.947620, loss@max: 1.351497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.955796, loss@max: 1.362044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950323, loss@max: 1.355486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.951031, loss@max: 1.357095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.948611, loss@max: 1.354513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.959808, loss@max: 1.363922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.951622, loss@max: 1.364321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.969385, loss@max: 1.373755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.951170, loss@max: 1.363052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.944226, loss@max: 1.356265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.945499, loss@max: 1.357987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.944616, loss@max: 1.363613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.947846, loss@max: 1.360531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 0.947311, loss@max: 1.355272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 0.950917, loss@max: 1.360476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.947934, loss@max: 1.352071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.946492, loss@max: 1.359321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.950293, loss@max: 1.355942, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.944639, loss@max: 1.357242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.947837, loss@max: 1.353194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.948595, loss@max: 1.362965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.945867, loss@max: 1.356183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.946644, loss@max: 1.357655, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.945134, loss@max: 1.355587, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.942851, loss@max: 1.359405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.946081, loss@max: 1.355895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.950203, loss@max: 1.350766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.948133, loss@max: 1.358811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.959602, loss@max: 1.362469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.946512, loss@max: 1.354666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.945620, loss@max: 1.358488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.946044, loss@max: 1.359735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.945601, loss@max: 1.355949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.945430, loss@max: 1.361123, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.945041, loss@max: 1.359074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 0.954400, loss@max: 1.361924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 127, loss@min: 0.948823, loss@max: 1.360919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.949080, loss@max: 1.361179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.943893, loss@max: 1.358311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.942710, loss@max: 1.361853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.435794, LT: 0.427183, Top1S: 88.397568, Top1T: 88.640976Best acc: 88.640976 Train:epoch: 131, loss@min: 0.949594, loss@max: 1.363540, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.435329, LT: 0.426550, Top1S: 88.316429, Top1T: 88.681541Best acc: 88.681541 Train:epoch: 132, loss@min: 0.948311, loss@max: 1.358306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.434818, LT: 0.425998, Top1S: 88.275864, Top1T: 88.681541 Train:epoch: 133, loss@min: 0.943859, loss@max: 1.357958, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 17:17:37 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 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Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 127, loss@min: 0.952517, loss@max: 1.361300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.955736, loss@max: 1.360570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.946745, loss@max: 1.360054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.948373, loss@max: 1.361862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.400895, LT: 0.395938, Top1S: 88.762680, Top1T: 89.208923Best acc: 89.208923 Train:epoch: 131, loss@min: 0.967041, loss@max: 1.373588, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 17:24:10 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1.454849, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 102, loss@min: 0.945366, loss@max: 1.437455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.984227, loss@max: 1.449253, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 104, loss@min: 0.994448, loss@max: 1.441100, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 105, loss@min: 1.023810, loss@max: 1.441843, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 106, loss@min: 0.958434, loss@max: 1.392807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.998004, loss@max: 1.403102, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 108, loss@min: 1.021735, loss@max: 1.414487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.990770, loss@max: 1.379387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.982897, loss@max: 1.369476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 1.005882, loss@max: 1.379079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.986890, loss@max: 1.365004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 1.003091, loss@max: 1.378415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.978161, loss@max: 1.356468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.993022, loss@max: 1.367231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.987062, loss@max: 1.365669, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.975689, loss@max: 1.360842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.968708, loss@max: 1.369312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.987314, loss@max: 1.380834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.961013, loss@max: 1.363950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.968826, loss@max: 1.380575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.973317, loss@max: 1.395290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.950972, loss@max: 1.369543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.962219, loss@max: 1.392321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.958294, loss@max: 1.390247, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 0.976650, loss@max: 1.392216, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 127, loss@min: 0.956580, loss@max: 1.383484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.961257, loss@max: 1.384519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.952406, loss@max: 1.380219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.958514, loss@max: 1.383133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.370738, LT: 0.373919, Top1S: 89.736305, Top1T: 89.492905Best acc: 89.736305 Train:epoch: 131, loss@min: 0.973694, loss@max: 1.393855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.370630, LT: 0.373719, Top1S: 89.817444, Top1T: 89.533470Best acc: 89.817444 Train:epoch: 132, loss@min: 0.953222, loss@max: 1.374673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.370611, LT: 0.373634, Top1S: 89.695740, Top1T: 89.614601 Train:epoch: 133, loss@min: 0.951799, loss@max: 1.370697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.370385, LT: 0.373376, Top1S: 89.736305, Top1T: 89.533470 Train:epoch: 134, loss@min: 0.984470, loss@max: 1.393514, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 134, LS: 0.370203, LT: 0.373058, Top1S: 89.736305, Top1T: 89.411766 Train:epoch: 135, loss@min: 0.954102, loss@max: 1.375011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.370071, LT: 0.372785, Top1S: 89.655174, Top1T: 89.411766 Train:epoch: 136, loss@min: 0.956827, loss@max: 1.379545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.369666, LT: 0.372298, Top1S: 89.655174, Top1T: 89.411766 Train:epoch: 137, loss@min: 0.947170, loss@max: 1.371762, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.369463, LT: 0.372101, Top1S: 89.614601, Top1T: 89.452332 Train:epoch: 138, loss@min: 0.951277, loss@max: 1.379079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.369064, LT: 0.371719, Top1S: 89.736305, Top1T: 89.452332 Train:epoch: 139, loss@min: 0.948074, loss@max: 1.374571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.368408, LT: 0.371173, Top1S: 89.655174, Top1T: 89.411766 Train:epoch: 140, loss@min: 0.950822, loss@max: 1.369362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.367791, LT: 0.370706, Top1S: 89.695740, Top1T: 89.492905 Train:epoch: 141, loss@min: 0.949841, loss@max: 1.368637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.367613, LT: 0.370566, Top1S: 89.695740, Top1T: 89.492905 Train:epoch: 142, loss@min: 0.954597, loss@max: 1.370198, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 17:44:02 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 41, loss@min: 2.559315, loss@max: 1.372483, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 42, loss@min: 1.864614, loss@max: 1.370379, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 43, loss@min: 1.704173, loss@max: 1.464313, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 44, loss@min: 1.389055, loss@max: 1.446604, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 45, loss@min: 1.557792, loss@max: 1.565291, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 46, loss@min: 1.431556, loss@max: 1.565678, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 47, loss@min: 1.131804, loss@max: 1.514572, Top1S acc: 100.000000, Top1T acc: 97.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 17:46:16 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 41, loss@min: 2.556363, loss@max: 1.373276, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 42, loss@min: 1.867968, loss@max: 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100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.414800, LT: 0.409756, Top1S: 88.803246, Top1T: 88.884384 Train:epoch: 136, loss@min: 0.949423, loss@max: 1.358237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.414889, LT: 0.409739, Top1S: 88.884384, Top1T: 88.884384 Train:epoch: 137, loss@min: 0.945938, loss@max: 1.358351, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.415139, LT: 0.409967, Top1S: 88.843811, Top1T: 88.843811 Train:epoch: 138, loss@min: 0.946514, loss@max: 1.359582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.415647, LT: 0.410528, Top1S: 88.884384, Top1T: 88.762680 Train:epoch: 139, loss@min: 0.942874, loss@max: 1.361732, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.415919, LT: 0.410812, Top1S: 88.924950, Top1T: 88.803246Best acc: 88.924950 Train:epoch: 140, loss@min: 0.944755, loss@max: 1.360424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.416021, LT: 0.410998, Top1S: 88.843811, Top1T: 88.803246 Train:epoch: 141, loss@min: 0.946197, loss@max: 1.358318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.416292, LT: 0.411252, Top1S: 88.843811, Top1T: 88.843811 Train:epoch: 142, loss@min: 0.947023, loss@max: 1.358324, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.416639, LT: 0.411522, Top1S: 88.843811, Top1T: 88.803246 Train:epoch: 143, loss@min: 0.947356, loss@max: 1.357537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.416915, LT: 0.411706, Top1S: 88.803246, Top1T: 88.722107 Train:epoch: 144, loss@min: 0.946466, loss@max: 1.358916, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.417151, LT: 0.411855, Top1S: 88.803246, Top1T: 88.722107 Train:epoch: 145, loss@min: 0.948956, loss@max: 1.361364, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": 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Test:epoch: 138, LS: 0.369064, LT: 0.371719, Top1S: 89.736305, Top1T: 89.452332 Train:epoch: 139, loss@min: 0.948074, loss@max: 1.374571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.368408, LT: 0.371173, Top1S: 89.655174, Top1T: 89.411766 Train:epoch: 140, loss@min: 0.950822, loss@max: 1.369362, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.367791, LT: 0.370706, Top1S: 89.695740, Top1T: 89.492905 Train:epoch: 141, loss@min: 0.949841, loss@max: 1.368637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.367613, LT: 0.370566, Top1S: 89.695740, Top1T: 89.492905 Train:epoch: 142, loss@min: 0.954597, loss@max: 1.370198, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, 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100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.377282, LT: 0.380407, Top1S: 89.290062, Top1T: 89.290062 Train:epoch: 115, loss@min: 0.975207, loss@max: 1.356373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.375729, LT: 0.378933, Top1S: 89.330627, Top1T: 89.290062Best acc: 89.330627 Train:epoch: 116, loss@min: 0.996226, loss@max: 1.369358, Top1S acc: 100.000000, Top1T acc: 99.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 150} ------------------------------------------- Wed Jan 17 18:22:00 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 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Train:epoch: 150, loss@min: 0.952464, loss@max: 1.364378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.375500, LT: 0.377453, Top1S: 89.655174, Top1T: 89.614601Best acc: 89.655174 Train:epoch: 151, loss@min: 0.979751, loss@max: 1.381452, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 151, LS: 0.375792, LT: 0.377491, Top1S: 89.655174, Top1T: 89.614601 Train:epoch: 152, loss@min: 0.975890, loss@max: 1.390642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 152, LS: 0.376382, LT: 0.377862, Top1S: 89.614601, Top1T: 89.614601 Train:epoch: 153, loss@min: 0.948363, loss@max: 1.364232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 153, LS: 0.376846, LT: 0.378227, Top1S: 89.695740, Top1T: 89.614601Best acc: 89.695740 Train:epoch: 154, loss@min: 0.948678, loss@max: 1.365663, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 154, LS: 0.376994, LT: 0.378392, Top1S: 89.817444, Top1T: 89.574036Best acc: 89.817444 Train:epoch: 155, loss@min: 0.954038, loss@max: 1.371574, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 155, LS: 0.377468, LT: 0.378856, Top1S: 89.776878, Top1T: 89.655174 Train:epoch: 156, loss@min: 0.963105, loss@max: 1.379191, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 156, LS: 0.378362, LT: 0.379699, Top1S: 89.695740, Top1T: 89.614601 Train:epoch: 157, loss@min: 0.947488, loss@max: 1.365594, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 157, LS: 0.379287, LT: 0.380650, Top1S: 89.695740, Top1T: 89.655174{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 150} ------------------------------------------- Wed Jan 17 18:33:04 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 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Train:epoch: 149, loss@min: 0.950697, loss@max: 1.364494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 150, loss@min: 0.952206, loss@max: 1.364537, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.374865, LT: 0.376943, Top1S: 89.736305, Top1T: 89.695740Best acc: 89.736305 Train:epoch: 151, loss@min: 0.978372, loss@max: 1.381105, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 151, LS: 0.375242, LT: 0.377060, Top1S: 89.614601, Top1T: 89.655174 Train:epoch: 152, loss@min: 0.975168, loss@max: 1.390516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 152, LS: 0.375936, LT: 0.377519, Top1S: 89.614601, Top1T: 89.614601 Train:epoch: 153, loss@min: 0.948149, loss@max: 1.364283, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 153, LS: 0.376519, LT: 0.377984, Top1S: 89.695740, Top1T: 89.574036 Train:epoch: 154, loss@min: 0.948241, loss@max: 1.365928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 154, LS: 0.376787, LT: 0.378259, 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0.949394, loss@max: 1.362372, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 150} ------------------------------------------- Wed Jan 17 18:46:01 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 6, loss@min: 0.000000, 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loss@max: 1.382923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 151, LS: 0.380801, LT: 0.383061, Top1S: 89.492905, Top1T: 89.371201 Train:epoch: 152, loss@min: 0.975557, loss@max: 1.390658, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 152, LS: 0.381617, LT: 0.383868, Top1S: 89.533470, Top1T: 89.411766 Train:epoch: 153, loss@min: 0.947550, loss@max: 1.367555, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 150} ------------------------------------------- Wed Jan 17 19:28:42 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, 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100.000000, Top1T acc: 100.000000 Train:epoch: 131, loss@min: 0.955450, loss@max: 1.375620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 132, loss@min: 0.955948, loss@max: 1.371743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 133, loss@min: 0.956435, loss@max: 1.373359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 134, loss@min: 0.958685, loss@max: 1.372629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 135, loss@min: 0.953819, loss@max: 1.369878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 136, loss@min: 0.951144, loss@max: 1.366374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 137, loss@min: 0.961227, loss@max: 1.375266, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 138, loss@min: 0.956945, loss@max: 1.370510, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 139, loss@min: 0.959308, loss@max: 1.371202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 140, loss@min: 0.954041, loss@max: 1.369042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 141, loss@min: 0.955471, loss@max: 1.367155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 142, loss@min: 0.954937, loss@max: 1.373040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 143, loss@min: 0.952258, loss@max: 1.367729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 144, loss@min: 0.953789, loss@max: 1.371603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 145, loss@min: 0.955983, loss@max: 1.370491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 146, loss@min: 0.963643, loss@max: 1.380637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 147, loss@min: 0.953361, loss@max: 1.370530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 148, loss@min: 0.950425, loss@max: 1.370964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 149, loss@min: 0.948794, loss@max: 1.368186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 150, loss@min: 0.950960, loss@max: 1.365665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.380430, LT: 0.382516, Top1S: 89.492905, Top1T: 89.249496Best acc: 89.492905 Train:epoch: 151, loss@min: 0.973449, loss@max: 1.382906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 151, LS: 0.381376, LT: 0.383335, Top1S: 89.452332, Top1T: 89.290062 Train:epoch: 152, loss@min: 0.976627, loss@max: 1.391153, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 19:37:05 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 99.000000, Top1T acc: 83.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 19:38:14 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 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loss@min: 1.586725, loss@max: 1.475291, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 87, loss@min: 1.611794, loss@max: 1.521935, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 88, loss@min: 1.461334, loss@max: 1.549685, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 89, loss@min: 1.393971, loss@max: 1.549774, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 90, loss@min: 1.256597, loss@max: 1.553913, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 91, loss@min: 1.187060, loss@max: 1.567780, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 92, loss@min: 1.110913, loss@max: 1.555064, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 93, loss@min: 1.083854, loss@max: 1.579330, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 94, loss@min: 1.140528, loss@max: 1.592594, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 95, loss@min: 0.997677, loss@max: 1.553754, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 1.077276, loss@max: 1.587656, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 97, loss@min: 1.051973, loss@max: 1.583764, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 98, loss@min: 1.195848, loss@max: 1.644034, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 99, loss@min: 1.107386, loss@max: 1.598938, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 100, loss@min: 0.995335, loss@max: 1.517023, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 101, loss@min: 1.014730, loss@max: 1.524217, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 102, loss@min: 1.000007, loss@max: 1.495113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 1.049314, loss@max: 1.510582, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 104, loss@min: 1.079705, loss@max: 1.499157, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 105, loss@min: 1.117604, loss@max: 1.511693, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 106, loss@min: 0.995746, loss@max: 1.441711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 1.050755, loss@max: 1.460787, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 108, loss@min: 1.089778, loss@max: 1.469983, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 109, loss@min: 1.000674, loss@max: 1.421906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 1.040212, loss@max: 1.440902, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 111, loss@min: 1.118618, loss@max: 1.458161, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 112, loss@min: 1.024709, loss@max: 1.431343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 1.010124, loss@max: 1.422402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.987838, loss@max: 1.404531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 1.011726, loss@max: 1.422409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 1.015602, loss@max: 1.422820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 1.001897, loss@max: 1.417214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.984582, loss@max: 1.414975, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 1.042765, loss@max: 1.428958, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 120, loss@min: 0.971737, loss@max: 1.398374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.374465, LT: 0.373001, Top1S: 88.681541, Top1T: 88.884384Best acc: 88.884384 Train:epoch: 121, loss@min: 0.977587, loss@max: 1.404125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.373554, LT: 0.372064, Top1S: 88.762680, Top1T: 88.803246 Train:epoch: 122, loss@min: 0.991116, loss@max: 1.427872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.372562, LT: 0.371079, Top1S: 88.803246, Top1T: 88.965515Best acc: 88.965515 Train:epoch: 123, loss@min: 0.972632, loss@max: 1.407510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.371657, LT: 0.370216, Top1S: 88.762680, Top1T: 89.006088Best acc: 89.006088 Train:epoch: 124, loss@min: 1.035314, loss@max: 1.442576, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 124, LS: 0.370765, LT: 0.369378, Top1S: 88.762680, Top1T: 89.046654Best acc: 89.046654 Train:epoch: 125, loss@min: 0.970314, loss@max: 1.396210, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.369897, LT: 0.368600, Top1S: 88.884384, Top1T: 89.046654 Train:epoch: 126, loss@min: 0.977268, loss@max: 1.405730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.369070, LT: 0.367945, Top1S: 88.884384, Top1T: 89.087219Best acc: 89.087219 Train:epoch: 127, loss@min: 1.034431, loss@max: 1.428759, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 127, LS: 0.368247, LT: 0.367314, Top1S: 88.884384, Top1T: 89.127792Best acc: 89.127792 Train:epoch: 128, loss@min: 0.978325, loss@max: 1.402769, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.367354, LT: 0.366639, Top1S: 89.046654, Top1T: 89.127792 Train:epoch: 129, loss@min: 0.967329, loss@max: 1.400087, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 120} ------------------------------------------- Wed Jan 17 19:50:04 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, 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loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 64, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 65, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 66, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 67, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 68, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 69, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 77.000000 Train:epoch: 70, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 71, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 72, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 73, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 74, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 75, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 76, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 77, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 78, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 79, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 80, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 81, loss@min: 2.508664, loss@max: 1.515502, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 82, loss@min: 2.316589, loss@max: 1.514392, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 83, loss@min: 2.067863, loss@max: 1.515486, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 84, loss@min: 2.099593, loss@max: 1.591795, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 85, loss@min: 1.843219, loss@max: 1.552141, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 86, loss@min: 1.800359, loss@max: 1.566378, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 87, loss@min: 1.846012, loss@max: 1.580385, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 88, loss@min: 1.663843, loss@max: 1.567715, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 89, loss@min: 1.585489, loss@max: 1.541913, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 90, loss@min: 1.455085, loss@max: 1.516241, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 91, loss@min: 1.375953, loss@max: 1.504479, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 92, loss@min: 1.246014, loss@max: 1.491628, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 93, loss@min: 1.253307, loss@max: 1.496889, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 94, loss@min: 1.299346, loss@max: 1.510478, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 95, loss@min: 1.143512, loss@max: 1.486069, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 96, loss@min: 1.205235, loss@max: 1.519850, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 97, loss@min: 1.117196, loss@max: 1.515343, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 98, loss@min: 1.261544, loss@max: 1.590181, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 99, loss@min: 1.127252, loss@max: 1.549103, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 100, loss@min: 1.049951, loss@max: 1.492966, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 101, loss@min: 1.044461, loss@max: 1.504852, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 102, loss@min: 1.004033, loss@max: 1.483669, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 103, loss@min: 1.025139, loss@max: 1.504781, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 104, loss@min: 1.055717, loss@max: 1.500290, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 105, loss@min: 1.055826, loss@max: 1.514745, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 106, loss@min: 0.964535, loss@max: 1.460548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 1.014489, loss@max: 1.477444, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 108, loss@min: 1.049855, loss@max: 1.496236, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 109, loss@min: 0.980601, loss@max: 1.462865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.975211, loss@max: 1.455548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 1.002867, loss@max: 1.458705, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 112, loss@min: 0.977372, loss@max: 1.444095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.998309, loss@max: 1.442899, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 114, loss@min: 0.959588, loss@max: 1.417209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.989543, loss@max: 1.427090, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 116, loss@min: 0.978679, loss@max: 1.417935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.968778, loss@max: 1.407968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.967663, loss@max: 1.413168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 1.011098, loss@max: 1.420040, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 120, loss@min: 0.960510, loss@max: 1.388523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.380193, LT: 0.378583, Top1S: 88.924950, Top1T: 88.884384Best acc: 88.924950 Train:epoch: 121, loss@min: 0.978001, loss@max: 1.400790, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 160} ------------------------------------------- Wed Jan 17 19:56:34 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 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100.000000, Top1T acc: 99.000000 Train:epoch: 108, loss@min: 1.087157, loss@max: 1.469960, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 109, loss@min: 0.999392, loss@max: 1.422192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 1.041793, loss@max: 1.442978, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 111, loss@min: 1.120178, loss@max: 1.458838, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 112, loss@min: 1.025309, loss@max: 1.432512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 1.008329, loss@max: 1.422571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.988558, loss@max: 1.406472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 1.014655, loss@max: 1.424940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 1.017459, loss@max: 1.423603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 1.002847, loss@max: 1.417124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.985063, loss@max: 1.414204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 1.045664, loss@max: 1.428980, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 120, loss@min: 0.971841, loss@max: 1.397692, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.377039, LT: 0.375441, Top1S: 88.519272, Top1T: 88.884384Best acc: 88.884384 Train:epoch: 121, loss@min: 0.978206, loss@max: 1.403592, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.376066, LT: 0.374469, Top1S: 88.681541, Top1T: 88.762680 Train:epoch: 122, loss@min: 0.991244, loss@max: 1.425986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.374994, LT: 0.373431, Top1S: 88.803246, Top1T: 88.803246 Train:epoch: 123, loss@min: 0.973690, loss@max: 1.406880, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": 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"log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 20:32:56 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 8, loss@min: 0.000000, 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100.000000 Train:epoch: 117, loss@min: 0.969450, loss@max: 1.406937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.968424, loss@max: 1.412051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 1.011801, loss@max: 1.418978, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 120, loss@min: 0.961433, loss@max: 1.387336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.991124, loss@max: 1.412011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 1.014616, loss@max: 1.429712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.963203, loss@max: 1.383968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.990439, loss@max: 1.411545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.996119, loss@max: 1.407804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 1.009616, loss@max: 1.399915, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 127, loss@min: 0.988153, loss@max: 1.398709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.983136, loss@max: 1.389138, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.973576, loss@max: 1.386192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.979187, loss@max: 1.386752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.373836, LT: 0.372684, Top1S: 89.046654, Top1T: 89.208923Best acc: 89.208923 Train:epoch: 131, loss@min: 0.998230, loss@max: 1.404981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.373497, LT: 0.372397, Top1S: 89.046654, Top1T: 89.330627Best acc: 89.330627 Train:epoch: 132, loss@min: 0.976653, loss@max: 1.388964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.373258, LT: 0.372222, Top1S: 89.087219, Top1T: 89.371201Best acc: 89.371201 Train:epoch: 133, loss@min: 0.970132, loss@max: 1.379279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.372956, LT: 0.371955, Top1S: 89.087219, Top1T: 89.330627 Train:epoch: 134, loss@min: 1.021020, loss@max: 1.410038, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 134, LS: 0.372592, LT: 0.371551, Top1S: 89.127792, Top1T: 89.371201 Train:epoch: 135, loss@min: 0.969584, loss@max: 1.380078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.372250, LT: 0.371148, Top1S: 89.127792, Top1T: 89.411766Best acc: 89.411766 Train:epoch: 136, loss@min: 0.969612, loss@max: 1.384212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.371861, LT: 0.370735, Top1S: 89.208923, Top1T: 89.371201 Train:epoch: 137, loss@min: 0.961589, loss@max: 1.377633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.371435, LT: 0.370264, Top1S: 89.208923, Top1T: 89.371201 Train:epoch: 138, loss@min: 0.975310, loss@max: 1.392293, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.370995, LT: 0.369798, Top1S: 89.208923, Top1T: 89.290062 Train:epoch: 139, loss@min: 0.964273, loss@max: 1.380445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.370660, LT: 0.369402, Top1S: 89.208923, Top1T: 89.411766 Train:epoch: 140, loss@min: 0.961531, loss@max: 1.378220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.370182, LT: 0.368908, Top1S: 89.249496, Top1T: 89.411766 Train:epoch: 141, loss@min: 0.960967, loss@max: 1.377312, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.369660, LT: 0.368326, Top1S: 89.249496, Top1T: 89.411766 Train:epoch: 142, loss@min: 0.966974, loss@max: 1.383682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.369118, LT: 0.367730, Top1S: 89.249496, Top1T: 89.411766 Train:epoch: 143, loss@min: 0.968960, loss@max: 1.385342, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.368672, LT: 0.367271, Top1S: 89.249496, Top1T: 89.411766 Train:epoch: 144, loss@min: 0.959700, loss@max: 1.377829, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 20:46:56 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 6, loss@min: 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137, LS: 0.365766, LT: 0.367783, Top1S: 89.411766, Top1T: 89.330627 Train:epoch: 138, loss@min: 0.961684, loss@max: 1.384239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.364991, LT: 0.367078, Top1S: 89.411766, Top1T: 89.290062 Train:epoch: 139, loss@min: 0.956140, loss@max: 1.377874, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.364377, LT: 0.366526, Top1S: 89.452332, Top1T: 89.290062 Train:epoch: 140, loss@min: 0.955618, loss@max: 1.374980, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.363835, LT: 0.366057, Top1S: 89.452332, Top1T: 89.371201 Train:epoch: 141, loss@min: 0.955997, loss@max: 1.375912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.363387, LT: 0.365629, Top1S: 89.452332, Top1T: 89.492905 Train:epoch: 142, loss@min: 0.957622, loss@max: 1.379134, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.363068, LT: 0.365282, Top1S: 89.411766, Top1T: 89.492905 Train:epoch: 143, loss@min: 0.957952, loss@max: 1.377866, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.362911, LT: 0.365149, Top1S: 89.452332, Top1T: 89.533470Best acc: 89.533470 Train:epoch: 144, loss@min: 0.952099, loss@max: 1.375155, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.362823, LT: 0.365118, Top1S: 89.452332, Top1T: 89.533470 Train:epoch: 145, loss@min: 0.959734, loss@max: 1.385413, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.362800, LT: 0.365139, Top1S: 89.492905, Top1T: 89.533470 Train:epoch: 146, loss@min: 0.952399, loss@max: 1.379765, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 21:02:36 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, 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loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 51, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 52, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 53, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 54, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 55, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 56, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 57, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 58, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 59, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 60, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 61, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 62, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 63, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 64, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 65, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 66, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 67, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 68, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 69, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 77.000000 Train:epoch: 70, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 71, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 72, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 73, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 74, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 75, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 76, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 77, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 78, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 79, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, 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100.000000, Top1T acc: 95.000000 Train:epoch: 90, loss@min: 1.187189, loss@max: 1.587356, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 91, loss@min: 1.112748, loss@max: 1.576254, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 92, loss@min: 1.003426, loss@max: 1.556227, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 93, loss@min: 1.004404, loss@max: 1.561867, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 94, loss@min: 1.068144, loss@max: 1.561150, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 95, loss@min: 0.955284, loss@max: 1.524316, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 96, loss@min: 1.009496, loss@max: 1.539477, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 97, loss@min: 0.963581, loss@max: 1.508003, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 98, loss@min: 1.110399, loss@max: 1.555061, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 99, loss@min: 1.014092, loss@max: 1.494438, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 100, loss@min: 0.980122, loss@max: 1.443183, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 101, loss@min: 1.009997, loss@max: 1.437532, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 102, loss@min: 0.981192, loss@max: 1.411465, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 103, loss@min: 1.002632, loss@max: 1.421061, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 104, loss@min: 1.007896, loss@max: 1.407275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 1.039152, loss@max: 1.413043, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 106, loss@min: 0.981857, loss@max: 1.373930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 1.012602, loss@max: 1.379645, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 108, loss@min: 1.014107, loss@max: 1.391147, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 1.002138, loss@max: 1.374659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.989824, loss@max: 1.368955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.996508, loss@max: 1.368240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.985916, loss@max: 1.372972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.980252, loss@max: 1.377284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.964204, loss@max: 1.368251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.977425, loss@max: 1.382066, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 116, loss@min: 0.962736, loss@max: 1.376607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.955814, loss@max: 1.374396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.950369, loss@max: 1.385367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.964643, loss@max: 1.387501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.945026, loss@max: 1.374902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.952088, loss@max: 1.382724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.961854, loss@max: 1.392946, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.946279, loss@max: 1.371880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.952997, loss@max: 1.382047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.958884, loss@max: 1.383333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 0.968821, loss@max: 1.381133, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 127, loss@min: 0.959276, loss@max: 1.377440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.961322, loss@max: 1.375762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.948826, loss@max: 1.371686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.956073, loss@max: 1.374121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.378677, LT: 0.378829, Top1S: 89.127792, Top1T: 89.127792Best acc: 89.127792 Train:epoch: 131, loss@min: 0.978825, loss@max: 1.389909, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 131, LS: 0.378033, LT: 0.378160, Top1S: 89.087219, Top1T: 89.208923Best acc: 89.208923 Train:epoch: 132, loss@min: 0.956956, loss@max: 1.371994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.377189, LT: 0.377467, Top1S: 89.127792, Top1T: 89.290062Best acc: 89.290062 Train:epoch: 133, loss@min: 0.955359, loss@max: 1.361424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.376153, LT: 0.376610, Top1S: 89.168358, Top1T: 89.330627Best acc: 89.330627 Train:epoch: 134, loss@min: 0.987535, loss@max: 1.384009, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 134, LS: 0.375058, LT: 0.375591, Top1S: 89.330627, Top1T: 89.330627 Train:epoch: 135, loss@min: 0.958352, loss@max: 1.361828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.374087, LT: 0.374661, Top1S: 89.452332, Top1T: 89.290062Best acc: 89.452332 Train:epoch: 136, loss@min: 0.956936, loss@max: 1.364004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.373111, LT: 0.373747, Top1S: 89.452332, Top1T: 89.371201 Train:epoch: 137, loss@min: 0.952795, loss@max: 1.361884, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 21:12:26 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 78.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, 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99.000000 Train:epoch: 70, loss@min: 1.050614, loss@max: 1.557523, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 71, loss@min: 0.933733, loss@max: 1.529591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.024113, loss@max: 1.592335, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 73, loss@min: 0.933670, loss@max: 1.523481, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 74, loss@min: 1.003249, loss@max: 1.517033, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 75, loss@min: 0.979697, loss@max: 1.503075, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 76, loss@min: 0.973465, loss@max: 1.471421, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 77, loss@min: 0.971306, loss@max: 1.444465, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 78, loss@min: 1.007832, loss@max: 1.427812, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 79, loss@min: 0.965416, loss@max: 1.397819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.984862, loss@max: 1.391878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.999094, loss@max: 1.378507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 1.002448, loss@max: 1.371079, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 83, loss@min: 0.975089, loss@max: 1.352994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.996890, loss@max: 1.366598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.988874, loss@max: 1.356073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.992533, loss@max: 1.361491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.008801, loss@max: 1.366783, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 88, loss@min: 0.988453, loss@max: 1.373886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.976982, loss@max: 1.364417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.960602, loss@max: 1.359853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.953617, loss@max: 1.362116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.971939, loss@max: 1.375051, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.961588, loss@max: 1.370458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.947190, loss@max: 1.375604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.949658, loss@max: 1.369793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.954801, loss@max: 1.380317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.964226, loss@max: 1.383792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.003325, loss@max: 1.407968, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 99, loss@min: 0.957155, loss@max: 1.380124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.945933, loss@max: 1.363494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.962595, loss@max: 1.376340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.945773, loss@max: 1.364000, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.951878, loss@max: 1.371365, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 0.954615, loss@max: 1.365246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 0.953102, loss@max: 1.365576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 106, loss@min: 0.946682, loss@max: 1.359141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 107, loss@min: 0.955011, loss@max: 1.360573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 108, loss@min: 0.956772, loss@max: 1.365661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 109, loss@min: 0.950000, loss@max: 1.360628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 110, loss@min: 0.949181, loss@max: 1.358967, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 111, loss@min: 0.957142, loss@max: 1.364851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 112, loss@min: 0.946381, loss@max: 1.362183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 113, loss@min: 0.948172, loss@max: 1.366625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 114, loss@min: 0.942115, loss@max: 1.362583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 115, loss@min: 0.945936, loss@max: 1.368530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.947566, loss@max: 1.365885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.948536, loss@max: 1.357004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.945988, loss@max: 1.362729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.956190, loss@max: 1.360379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.948054, loss@max: 1.355960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.950511, loss@max: 1.359631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.949746, loss@max: 1.363102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.945732, loss@max: 1.358140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.945577, loss@max: 1.365372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.946429, loss@max: 1.363474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 0.953619, loss@max: 1.364056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 127, loss@min: 0.949077, loss@max: 1.360965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.955683, loss@max: 1.359567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.946647, loss@max: 1.359446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.949662, loss@max: 1.360516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.383078, LT: 0.382624, Top1S: 89.411766, Top1T: 89.655174Best acc: 89.655174 Train:epoch: 131, loss@min: 0.963297, loss@max: 1.369436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.383475, LT: 0.382751, Top1S: 89.533470, Top1T: 89.614601 Train:epoch: 132, loss@min: 0.948439, loss@max: 1.359690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.384129, LT: 0.383063, Top1S: 89.452332, Top1T: 89.695740Best acc: 89.695740 Train:epoch: 133, loss@min: 0.945307, loss@max: 1.359878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.384429, LT: 0.383244, Top1S: 89.492905, Top1T: 89.817444Best acc: 89.817444 Train:epoch: 134, loss@min: 0.951004, loss@max: 1.366775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.384952, LT: 0.383592, Top1S: 89.411766, Top1T: 89.858009Best acc: 89.858009 Train:epoch: 135, loss@min: 0.951341, loss@max: 1.358244, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.385276, LT: 0.383791, Top1S: 89.452332, Top1T: 89.858009 Train:epoch: 136, loss@min: 0.946806, loss@max: 1.360048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.385346, LT: 0.383951, Top1S: 89.574036, Top1T: 89.858009 Train:epoch: 137, loss@min: 0.945406, loss@max: 1.359613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.385619, LT: 0.384311, Top1S: 89.574036, Top1T: 89.858009 Train:epoch: 138, loss@min: 0.945084, loss@max: 1.362645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.385846, LT: 0.384606, Top1S: 89.533470, Top1T: 89.776878 Train:epoch: 139, loss@min: 0.942581, loss@max: 1.362637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.385735, LT: 0.384459, Top1S: 89.533470, Top1T: 89.776878 Train:epoch: 140, loss@min: 0.945087, loss@max: 1.360811, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.385585, LT: 0.384292, Top1S: 89.533470, Top1T: 89.776878 Train:epoch: 141, loss@min: 0.945899, loss@max: 1.359720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.385799, LT: 0.384365, Top1S: 89.533470, Top1T: 89.736305 Train:epoch: 142, loss@min: 0.946811, loss@max: 1.359272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.386209, LT: 0.384577, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 143, loss@min: 0.946631, loss@max: 1.359456, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.386356, LT: 0.384473, Top1S: 89.452332, Top1T: 89.614601 Train:epoch: 144, loss@min: 0.945834, loss@max: 1.358907, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.386574, LT: 0.384486, Top1S: 89.452332, Top1T: 89.695740 Train:epoch: 145, loss@min: 0.946533, loss@max: 1.362277, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.386768, LT: 0.384515, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 146, loss@min: 0.944974, loss@max: 1.360346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.387011, LT: 0.384613, Top1S: 89.533470, Top1T: 89.655174 Train:epoch: 147, loss@min: 0.948395, loss@max: 1.359476, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.387507, LT: 0.385002, Top1S: 89.533470, Top1T: 89.655174 Train:epoch: 148, loss@min: 0.949118, loss@max: 1.359966, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.387984, LT: 0.385428, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 149, loss@min: 0.945228, loss@max: 1.362111, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.388232, LT: 0.385742, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 150, loss@min: 0.946909, loss@max: 1.358685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.388490, LT: 0.386221, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 151, loss@min: 0.945699, loss@max: 1.359488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 151, LS: 0.388844, LT: 0.386756, Top1S: 89.533470, Top1T: 89.736305 Train:epoch: 152, loss@min: 0.955200, loss@max: 1.367110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 152, LS: 0.389215, LT: 0.387097, Top1S: 89.533470, Top1T: 89.736305 Train:epoch: 153, loss@min: 0.947642, loss@max: 1.365834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 153, LS: 0.389613, LT: 0.387350, Top1S: 89.574036, Top1T: 89.695740 Train:epoch: 154, loss@min: 0.946802, loss@max: 1.361448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 154, LS: 0.390255, LT: 0.387786, Top1S: 89.533470, Top1T: 89.736305 Train:epoch: 155, loss@min: 0.946743, loss@max: 1.357232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 155, LS: 0.391039, LT: 0.388384, Top1S: 89.533470, Top1T: 89.695740 Train:epoch: 156, loss@min: 0.945921, loss@max: 1.360114, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 156, LS: 0.391867, LT: 0.389032, Top1S: 89.533470, Top1T: 89.614601 Train:epoch: 157, loss@min: 0.943960, loss@max: 1.359940, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 157, LS: 0.392668, LT: 0.389665, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 158, loss@min: 0.948512, loss@max: 1.355089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 158, LS: 0.393422, LT: 0.390304, Top1S: 89.452332, Top1T: 89.574036 Train:epoch: 159, loss@min: 0.955483, loss@max: 1.363637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 159, LS: 0.393869, LT: 0.390775, Top1S: 89.452332, Top1T: 89.574036 Train:epoch: 160, loss@min: 0.954127, loss@max: 1.361025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 160, LS: 0.393832, LT: 0.390792, Top1S: 89.452332, Top1T: 89.614601 Train:epoch: 161, loss@min: 0.949442, loss@max: 1.355867, Top1S acc: 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Test:epoch: 199, LS: 0.395518, LT: 0.391965, Top1S: 89.655174, Top1T: 89.776878 Train:epoch: 200, loss@min: 0.946930, loss@max: 1.358018, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 200, LS: 0.395724, LT: 0.392144, Top1S: 89.655174, Top1T: 89.776878 ------------------------------------------- Wed Jan 17 22:00:31 2024 ------------------------------------------- {"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 130} ------------------------------------------- Wed Jan 17 22:03:43 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 3, loss@min: 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Test:epoch: 146, LS: 0.390213, LT: 0.387161, Top1S: 89.533470, Top1T: 89.574036 Train:epoch: 147, loss@min: 0.949075, loss@max: 1.359929, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.390650, LT: 0.387446, Top1S: 89.533470, Top1T: 89.533470 Train:epoch: 148, loss@min: 0.950073, loss@max: 1.361001, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.391095, LT: 0.387797, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 149, loss@min: 0.946409, loss@max: 1.361750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.391324, LT: 0.388035, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 150, loss@min: 0.947812, loss@max: 1.358356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.391607, LT: 0.388475, Top1S: 89.533470, Top1T: 89.492905 Train:epoch: 151, loss@min: 0.946297, loss@max: 1.359666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 151, LS: 0.391977, LT: 0.388998, Top1S: 89.574036, Top1T: 89.574036{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 200, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 140} ------------------------------------------- Wed Jan 17 22:23:18 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 79.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 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Train:epoch: 96, loss@min: 0.986217, loss@max: 1.388268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.960871, loss@max: 1.396129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.078289, loss@max: 1.409735, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 99, loss@min: 0.974046, loss@max: 1.420033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.980421, loss@max: 1.364456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 101, loss@min: 0.956640, loss@max: 1.394600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 102, loss@min: 0.977195, loss@max: 1.358874, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 103, loss@min: 0.973525, loss@max: 1.392419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 104, loss@min: 0.983251, loss@max: 1.363345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 105, loss@min: 0.978907, loss@max: 1.415395, Top1S acc: 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loss@max: 1.374452, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 116, loss@min: 0.962397, loss@max: 1.360041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 117, loss@min: 0.953200, loss@max: 1.367687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 118, loss@min: 0.957501, loss@max: 1.366632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 119, loss@min: 0.968594, loss@max: 1.366713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 120, loss@min: 0.952140, loss@max: 1.365388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 121, loss@min: 0.963342, loss@max: 1.357985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 122, loss@min: 0.958784, loss@max: 1.371511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 123, loss@min: 0.960831, loss@max: 1.357796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 124, loss@min: 0.956542, loss@max: 1.368672, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 125, loss@min: 0.955399, loss@max: 1.366231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 126, loss@min: 0.972799, loss@max: 1.366526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 127, loss@min: 0.967583, loss@max: 1.357234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 128, loss@min: 0.958755, loss@max: 1.373267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 129, loss@min: 0.954835, loss@max: 1.362789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 130, loss@min: 0.962045, loss@max: 1.367266, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 131, loss@min: 0.959255, loss@max: 1.356036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 132, loss@min: 0.954704, loss@max: 1.361364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 133, loss@min: 0.959613, loss@max: 1.360704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 134, loss@min: 0.953759, loss@max: 1.368444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 135, loss@min: 0.956678, loss@max: 1.360147, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 136, loss@min: 0.961639, loss@max: 1.349075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 137, loss@min: 0.958688, loss@max: 1.368891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 138, loss@min: 0.965900, loss@max: 1.363699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 139, loss@min: 0.957385, loss@max: 1.360676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 140, loss@min: 0.956598, loss@max: 1.361479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.377429, LT: 0.374620, Top1S: 89.452332, Top1T: 89.736305Best acc: 89.736305 Train:epoch: 141, loss@min: 0.952782, loss@max: 1.361285, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.379295, LT: 0.377229, Top1S: 89.411766, Top1T: 89.614601 Train:epoch: 142, loss@min: 0.958813, loss@max: 1.368722, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.373101, LT: 0.369942, Top1S: 89.574036, Top1T: 89.655174 Train:epoch: 143, loss@min: 0.957555, loss@max: 1.354934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.375894, LT: 0.373197, Top1S: 89.574036, Top1T: 89.736305 Train:epoch: 144, loss@min: 0.955379, loss@max: 1.358344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.377099, LT: 0.373062, Top1S: 89.452332, Top1T: 89.736305 Train:epoch: 145, loss@min: 0.961951, loss@max: 1.364674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.375313, LT: 0.373011, Top1S: 89.492905, Top1T: 89.898582Best acc: 89.898582 Train:epoch: 146, loss@min: 0.955130, loss@max: 1.364327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.376003, LT: 0.372705, Top1S: 89.533470, Top1T: 89.736305 Train:epoch: 147, loss@min: 0.953494, loss@max: 1.358810, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.377899, LT: 0.375005, Top1S: 89.411766, Top1T: 89.695740 Train:epoch: 148, loss@min: 1.001665, loss@max: 1.384365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.372071, LT: 0.368124, Top1S: 89.492905, Top1T: 89.776878 Train:epoch: 149, loss@min: 0.954239, loss@max: 1.359410, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.373619, LT: 0.370011, Top1S: 89.371201, Top1T: 89.655174 Train:epoch: 150, loss@min: 0.955204, loss@max: 1.358961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.373362, LT: 0.370247, Top1S: 89.452332, Top1T: 89.776878 Train:epoch: 151, loss@min: 0.966146, loss@max: 1.370198, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 151, LS: 0.378420, LT: 0.373876, Top1S: 89.411766, Top1T: 89.574036 Train:epoch: 152, loss@min: 0.960051, loss@max: 1.363809, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 152, LS: 0.376524, LT: 0.373014, Top1S: 89.452332, Top1T: 89.736305 Train:epoch: 153, loss@min: 0.954866, loss@max: 1.361784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 153, LS: 0.380320, LT: 0.375600, Top1S: 89.452332, Top1T: 89.655174 Train:epoch: 154, loss@min: 0.953479, loss@max: 1.359143, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 154, LS: 0.379480, LT: 0.376814, Top1S: 89.330627, Top1T: 89.655174 Train:epoch: 155, loss@min: 0.954210, loss@max: 1.361959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 155, LS: 0.379920, LT: 0.376328, Top1S: 89.249496, Top1T: 89.452332 Train:epoch: 156, loss@min: 0.973623, loss@max: 1.365525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 156, LS: 0.387169, LT: 0.383599, Top1S: 89.249496, Top1T: 89.533470 Train:epoch: 157, loss@min: 0.955352, loss@max: 1.361377, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 157, LS: 0.385905, LT: 0.381471, Top1S: 89.290062, Top1T: 89.574036 Train:epoch: 158, loss@min: 0.955811, loss@max: 1.357494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 158, LS: 0.383711, LT: 0.380073, Top1S: 89.411766, Top1T: 89.533470 Train:epoch: 159, loss@min: 0.951732, loss@max: 1.356181, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 159, LS: 0.384065, LT: 0.380038, Top1S: 89.371201, Top1T: 89.614601 Train:epoch: 160, loss@min: 0.960273, loss@max: 1.360712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 160, LS: 0.384816, LT: 0.381672, Top1S: 89.290062, Top1T: 89.452332 Train:epoch: 161, loss@min: 0.952657, loss@max: 1.358233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 161, LS: 0.386238, LT: 0.382195, Top1S: 89.371201, Top1T: 89.492905 Train:epoch: 162, loss@min: 0.954670, loss@max: 1.361550, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 162, LS: 0.383586, LT: 0.380076, Top1S: 89.452332, Top1T: 89.574036 Train:epoch: 163, loss@min: 0.966332, loss@max: 1.369416, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 163, LS: 0.383430, LT: 0.380332, Top1S: 89.249496, Top1T: 89.533470 Train:epoch: 164, loss@min: 0.961388, loss@max: 1.358714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 164, LS: 0.382680, LT: 0.377913, Top1S: 89.330627, Top1T: 89.452332 Train:epoch: 165, loss@min: 0.949581, loss@max: 1.359385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 165, LS: 0.382560, LT: 0.379109, Top1S: 89.290062, Top1T: 89.452332 Train:epoch: 166, loss@min: 0.964460, loss@max: 1.360404, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 166, LS: 0.380182, LT: 0.376886, Top1S: 89.411766, Top1T: 89.411766 Train:epoch: 167, loss@min: 0.958915, loss@max: 1.360857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 167, LS: 0.381019, LT: 0.377260, Top1S: 89.330627, Top1T: 89.452332 Train:epoch: 168, loss@min: 0.951998, loss@max: 1.356080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 168, LS: 0.380487, LT: 0.377329, Top1S: 89.411766, Top1T: 89.452332 Train:epoch: 169, loss@min: 0.954214, loss@max: 1.362038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 169, LS: 0.380305, LT: 0.376653, Top1S: 89.330627, Top1T: 89.411766 Train:epoch: 170, loss@min: 0.962314, loss@max: 1.361176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 170, LS: 0.376420, LT: 0.373204, Top1S: 89.452332, Top1T: 89.492905 Train:epoch: 171, loss@min: 0.952929, loss@max: 1.360990, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 171, LS: 0.377433, LT: 0.374315, Top1S: 89.452332, Top1T: 89.574036 Train:epoch: 172, loss@min: 0.953322, loss@max: 1.359047, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 172, LS: 0.378292, LT: 0.374377, Top1S: 89.411766, Top1T: 89.533470 Train:epoch: 173, loss@min: 0.959312, loss@max: 1.366017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 173, LS: 0.374903, LT: 0.371253, Top1S: 89.330627, Top1T: 89.614601 Train:epoch: 174, loss@min: 0.952710, loss@max: 1.354243, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 174, LS: 0.378842, LT: 0.376109, Top1S: 89.411766, Top1T: 89.492905 Train:epoch: 175, loss@min: 0.953927, loss@max: 1.357024, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 175, LS: 0.380890, LT: 0.376347, Top1S: 89.290062, Top1T: 89.452332 Train:epoch: 176, loss@min: 0.956926, loss@max: 1.353752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 176, LS: 0.378689, LT: 0.375277, Top1S: 89.371201, Top1T: 89.533470 Train:epoch: 177, loss@min: 0.953781, loss@max: 1.361209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 177, LS: 0.377403, LT: 0.374891, Top1S: 89.411766, Top1T: 89.411766 Train:epoch: 178, loss@min: 0.958879, loss@max: 1.365890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 178, LS: 0.378539, LT: 0.375466, Top1S: 89.371201, Top1T: 89.574036 Train:epoch: 179, loss@min: 0.954072, loss@max: 1.353714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 179, LS: 0.378740, LT: 0.375105, Top1S: 89.371201, Top1T: 89.655174 Train:epoch: 180, loss@min: 0.953686, loss@max: 1.360584, Top1S acc: 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Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 191, LS: 0.375917, LT: 0.373064, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 192, loss@min: 0.953224, loss@max: 1.360937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 192, LS: 0.377162, LT: 0.373810, Top1S: 89.371201, Top1T: 89.695740 Train:epoch: 193, loss@min: 0.954119, loss@max: 1.354739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 193, LS: 0.376976, LT: 0.373999, Top1S: 89.290062, Top1T: 89.695740 Train:epoch: 194, loss@min: 0.958096, loss@max: 1.355741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 194, LS: 0.377336, LT: 0.374129, Top1S: 89.411766, Top1T: 89.695740 Train:epoch: 195, loss@min: 0.950104, loss@max: 1.360242, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 195, LS: 0.378120, LT: 0.375298, Top1S: 89.330627, Top1T: 89.614601 Train:epoch: 196, loss@min: 0.953441, loss@max: 1.355497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 196, LS: 0.379225, LT: 0.375306, Top1S: 89.249496, Top1T: 89.655174 Train:epoch: 197, loss@min: 0.952624, loss@max: 1.353938, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 197, LS: 0.378861, LT: 0.375342, Top1S: 89.290062, Top1T: 89.655174 Train:epoch: 198, loss@min: 0.952357, loss@max: 1.357852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 198, LS: 0.380283, LT: 0.376567, Top1S: 89.249496, Top1T: 89.614601 Train:epoch: 199, loss@min: 0.952285, loss@max: 1.353210, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 199, LS: 0.380130, LT: 0.375929, Top1S: 89.208923, Top1T: 89.614601 Train:epoch: 200, loss@min: 0.952298, loss@max: 1.355932, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 200, LS: 0.379683, LT: 0.376233, Top1S: 89.290062, Top1T: 89.614601{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Wed Jan 17 23:06:17 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.175911, loss@max: 1.058952, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.745643, loss@max: 1.110721, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 3, loss@min: 1.343394, loss@max: 1.139471, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 4, loss@min: 1.286900, loss@max: 1.236357, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 5, loss@min: 1.166535, loss@max: 1.288252, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 6, loss@min: 0.960113, loss@max: 1.301403, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 0.986758, loss@max: 1.354358, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 8, loss@min: 1.005813, loss@max: 1.397363, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.883282, loss@max: 1.369799, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 10, loss@min: 0.936730, loss@max: 1.386350, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 11, loss@min: 0.934933, loss@max: 1.390058, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 12, loss@min: 0.880108, loss@max: 1.359932, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 13, loss@min: 0.950426, loss@max: 1.364448, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 14, loss@min: 0.877746, loss@max: 1.312213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.892329, loss@max: 1.289759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.992418, loss@max: 1.298713, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.932048, loss@max: 1.250384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.960757, loss@max: 1.244406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.979752, loss@max: 1.237076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.080323, loss@max: 1.273654, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 21, loss@min: 0.964348, loss@max: 1.231603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.963366, loss@max: 1.243293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.958176, loss@max: 1.246134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.973705, loss@max: 1.270265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.954331, loss@max: 1.268559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.941541, loss@max: 1.268440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.937982, loss@max: 1.289613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.945127, loss@max: 1.297768, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.933514, loss@max: 1.308753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.926216, loss@max: 1.303660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.950734, loss@max: 1.338513, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.927174, loss@max: 1.324609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.965028, loss@max: 1.339777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.929171, loss@max: 1.318715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940624, loss@max: 1.328726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.943374, loss@max: 1.330934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.935811, loss@max: 1.320765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.939024, loss@max: 1.324167, Top1S acc: 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Train:epoch: 68, loss@min: 0.947162, loss@max: 1.353158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.948390, loss@max: 1.357666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.949879, loss@max: 1.354399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.946829, loss@max: 1.356812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.949934, loss@max: 1.360128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.948785, loss@max: 1.353379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.952869, loss@max: 1.359790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.950723, loss@max: 1.351521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.948887, loss@max: 1.359093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.948445, loss@max: 1.361856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.947084, loss@max: 1.353235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.944479, loss@max: 1.356476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.946212, loss@max: 1.358803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.945215, loss@max: 1.357704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.947298, loss@max: 1.358303, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.946771, loss@max: 1.355256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.944315, loss@max: 1.358940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.942677, loss@max: 1.360899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.943751, loss@max: 1.356992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.946226, loss@max: 1.360038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.959815, loss@max: 1.367949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.946139, loss@max: 1.358633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.947526, loss@max: 1.355062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.946981, loss@max: 1.354606, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.947117, loss@max: 1.359783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.946047, loss@max: 1.359389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.948332, loss@max: 1.357154, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.945233, loss@max: 1.357977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.949333, loss@max: 1.364572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.948448, loss@max: 1.363049, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.953495, loss@max: 1.364634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.955742, loss@max: 1.365293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.944073, loss@max: 1.358932, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.423816, LT: 0.420472, Top1S: 88.640976, Top1T: 88.803246Best acc: 88.803246 Train:epoch: 101, loss@min: 0.946109, loss@max: 1.359631, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.423866, LT: 0.420509, Top1S: 88.640976, Top1T: 88.843811Best acc: 88.843811 Train:epoch: 102, loss@min: 0.947213, loss@max: 1.357739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.424138, LT: 0.420750, Top1S: 88.640976, Top1T: 88.843811{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Wed Jan 17 23:12:52 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.124015, loss@max: 1.045863, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 2, loss@min: 1.670971, loss@max: 1.092239, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 3, loss@min: 1.273736, loss@max: 1.123294, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 1.227130, loss@max: 1.224067, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 5, loss@min: 1.137314, loss@max: 1.284667, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 6, loss@min: 0.916284, loss@max: 1.293078, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 0.935551, loss@max: 1.344497, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 0.983586, loss@max: 1.394221, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.863391, loss@max: 1.367462, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 10, loss@min: 0.890448, loss@max: 1.375151, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 11, loss@min: 0.883347, loss@max: 1.375718, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.846594, loss@max: 1.349624, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 13, loss@min: 0.919420, loss@max: 1.353367, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.852008, loss@max: 1.297769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.887387, loss@max: 1.281206, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.950124, loss@max: 1.278237, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.930747, loss@max: 1.241310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, 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"/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 90} ------------------------------------------- Wed Jan 17 23:30:17 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.634929, loss@max: 0.945107, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.746634, loss@max: 1.148700, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.317897, loss@max: 1.173063, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 1.192030, loss@max: 1.234831, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.078346, loss@max: 1.259134, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 6, loss@min: 0.946831, loss@max: 1.278253, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 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Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.946643, loss@max: 1.356576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.948457, loss@max: 1.360350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.942966, loss@max: 1.360888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.949402, loss@max: 1.369460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958703, loss@max: 1.368034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.434899, LT: 0.435426, Top1S: 89.411766, Top1T: 89.411766Best acc: 89.411766 Train:epoch: 91, loss@min: 0.946052, loss@max: 1.355861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.434404, LT: 0.435007, Top1S: 89.452332, Top1T: 89.411766Best acc: 89.452332 Train:epoch: 92, loss@min: 0.948186, loss@max: 1.354638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.433611, LT: 0.434218, Top1S: 89.492905, Top1T: 89.452332Best acc: 89.492905 Train:epoch: 93, loss@min: 0.950165, loss@max: 1.352655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.432853, LT: 0.433440, Top1S: 89.492905, Top1T: 89.452332 Train:epoch: 94, loss@min: 0.957480, loss@max: 1.358739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.432031, LT: 0.432527, Top1S: 89.574036, Top1T: 89.452332Best acc: 89.574036 Train:epoch: 95, loss@min: 0.945727, loss@max: 1.355703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.431403, LT: 0.431783, Top1S: 89.614601, Top1T: 89.533470Best acc: 89.614601 Train:epoch: 96, loss@min: 0.949344, loss@max: 1.353449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.430841, LT: 0.431135, Top1S: 89.574036, Top1T: 89.533470 Train:epoch: 97, loss@min: 0.947404, loss@max: 1.355251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.430384, LT: 0.430621, Top1S: 89.574036, Top1T: 89.614601 Train:epoch: 98, loss@min: 0.942222, loss@max: 1.362452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.430008, LT: 0.430231, Top1S: 89.533470, Top1T: 89.533470 Train:epoch: 99, loss@min: 0.943333, loss@max: 1.358128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.429797, LT: 0.430085, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 100, loss@min: 0.942466, loss@max: 1.361832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.429563, LT: 0.429981, Top1S: 89.492905, Top1T: 89.614601 Train:epoch: 101, loss@min: 0.941710, loss@max: 1.361599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.429542, LT: 0.430106, Top1S: 89.574036, Top1T: 89.574036 Train:epoch: 102, loss@min: 0.940265, loss@max: 1.363240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.429638, LT: 0.430260, Top1S: 89.574036, Top1T: 89.533470 Train:epoch: 103, loss@min: 0.944121, loss@max: 1.359234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.429753, LT: 0.430317, Top1S: 89.574036, Top1T: 89.492905 Train:epoch: 104, loss@min: 0.943502, loss@max: 1.359407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.429920, LT: 0.430407, Top1S: 89.533470, Top1T: 89.411766 Train:epoch: 105, loss@min: 0.946681, loss@max: 1.355978, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.430076, LT: 0.430448, Top1S: 89.330627, Top1T: 89.452332 Train:epoch: 106, loss@min: 0.945295, loss@max: 1.357225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.430059, LT: 0.430354, Top1S: 89.330627, Top1T: 89.452332 Train:epoch: 107, loss@min: 0.952839, loss@max: 1.358853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.430151, LT: 0.430365, Top1S: 89.330627, Top1T: 89.452332 Train:epoch: 108, loss@min: 0.951185, loss@max: 1.351026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.430214, LT: 0.430280, Top1S: 89.371201, Top1T: 89.533470 Train:epoch: 109, loss@min: 0.949355, loss@max: 1.355892, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 90} ------------------------------------------- Wed Jan 17 23:46:03 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.634929, loss@max: 0.945107, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.746634, loss@max: 1.148700, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.317897, loss@max: 1.173063, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 1.192030, loss@max: 1.234831, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.078346, loss@max: 1.259134, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 6, loss@min: 0.946831, loss@max: 1.278253, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.893825, loss@max: 1.290603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.955155, loss@max: 1.334833, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.832548, loss@max: 1.321539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.814245, loss@max: 1.311641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.873654, loss@max: 1.339790, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.863997, loss@max: 1.333913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.917427, loss@max: 1.341268, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.922270, loss@max: 1.319093, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 0.882345, loss@max: 1.269407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.950495, loss@max: 1.275569, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 17, loss@min: 0.939259, loss@max: 1.252115, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 0.995306, loss@max: 1.249479, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.952031, loss@max: 1.246232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.961249, loss@max: 1.242316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.970936, loss@max: 1.239381, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 0.985159, loss@max: 1.252536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.965634, loss@max: 1.235340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.998563, loss@max: 1.260971, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 0.954221, loss@max: 1.254990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.946361, loss@max: 1.276981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.943284, loss@max: 1.269050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.962257, loss@max: 1.295471, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.933943, loss@max: 1.289407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.933688, loss@max: 1.309762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.948659, loss@max: 1.320822, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 32, loss@min: 0.925182, loss@max: 1.318914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.939630, loss@max: 1.325835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.932499, loss@max: 1.320701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.949930, loss@max: 1.332263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.956862, loss@max: 1.329856, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 0.942307, loss@max: 1.320516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.930375, loss@max: 1.326581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.940484, loss@max: 1.337867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.944293, loss@max: 1.343141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.034650, loss@max: 1.367314, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.941085, loss@max: 1.328623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.958878, loss@max: 1.342960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.938899, loss@max: 1.333382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.938739, loss@max: 1.340632, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.973758, loss@max: 1.344403, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.936981, loss@max: 1.337351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.942628, loss@max: 1.338349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.950673, loss@max: 1.336090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.941961, loss@max: 1.339870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.964482, loss@max: 1.349609, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 52, loss@min: 0.950982, loss@max: 1.353060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.943058, loss@max: 1.342803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.947370, loss@max: 1.349756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.955615, loss@max: 1.358271, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.950858, loss@max: 1.342890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945796, loss@max: 1.346179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.964526, loss@max: 1.363713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.947724, loss@max: 1.349830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.942420, loss@max: 1.356827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.945269, loss@max: 1.354036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.944938, loss@max: 1.352170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.942171, loss@max: 1.352179, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.945815, loss@max: 1.350008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946885, loss@max: 1.351097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.989826, loss@max: 1.364698, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.957653, loss@max: 1.359907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.950051, loss@max: 1.348324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.961811, loss@max: 1.359524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.949578, loss@max: 1.362778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.945332, loss@max: 1.359464, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.951703, loss@max: 1.363220, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.946751, loss@max: 1.352349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.943765, loss@max: 1.354822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.943106, loss@max: 1.362920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.938922, loss@max: 1.363966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.943167, loss@max: 1.356394, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.947119, loss@max: 1.355049, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.945043, loss@max: 1.354328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.950173, loss@max: 1.354095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.949209, loss@max: 1.351237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.947235, loss@max: 1.353585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.948299, loss@max: 1.351363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.944476, loss@max: 1.354770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.945918, loss@max: 1.354105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.946643, loss@max: 1.356576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.948457, loss@max: 1.360350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.942966, loss@max: 1.360888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.949402, loss@max: 1.369460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958703, loss@max: 1.368034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.434902, LT: 0.435429, Top1S: 89.411766, Top1T: 89.411766Best acc: 89.411766 Train:epoch: 91, loss@min: 0.946052, loss@max: 1.355861, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 90} ------------------------------------------- Wed Jan 17 23:50:30 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.634929, loss@max: 0.945107, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.746634, loss@max: 1.148700, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.317897, loss@max: 1.173063, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 1.192030, loss@max: 1.234831, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.078346, loss@max: 1.259134, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 6, loss@min: 0.946831, loss@max: 1.278253, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.893825, loss@max: 1.290603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.955155, loss@max: 1.334833, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.832548, loss@max: 1.321539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.814245, loss@max: 1.311641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.873654, loss@max: 1.339790, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.863997, loss@max: 1.333913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.917427, loss@max: 1.341268, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.922270, loss@max: 1.319093, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 0.882345, loss@max: 1.269407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.950495, loss@max: 1.275569, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 17, loss@min: 0.939259, loss@max: 1.252115, Top1S acc: 100.000000, Top1T 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loss@max: 1.356576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.948457, loss@max: 1.360350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.942966, loss@max: 1.360888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.949402, loss@max: 1.369460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958703, loss@max: 1.368034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.434906, LT: 0.435433, Top1S: 89.411766, Top1T: 89.411766Best acc: 89.411766 Train:epoch: 91, loss@min: 0.946052, loss@max: 1.355861, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.434411, LT: 0.435014, Top1S: 89.452332, Top1T: 89.411766Best acc: 89.452332 Train:epoch: 92, loss@min: 0.948186, loss@max: 1.354638, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.433618, LT: 0.434225, Top1S: 89.492905, Top1T: 89.452332Best acc: 89.492905 Train:epoch: 93, loss@min: 0.950165, loss@max: 1.352655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.432860, LT: 0.433447, Top1S: 89.492905, Top1T: 89.452332 Train:epoch: 94, loss@min: 0.957480, loss@max: 1.358739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.432038, LT: 0.432533, Top1S: 89.574036, Top1T: 89.452332Best acc: 89.574036 Train:epoch: 95, loss@min: 0.945727, loss@max: 1.355703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.431410, LT: 0.431790, Top1S: 89.614601, Top1T: 89.533470Best acc: 89.614601 Train:epoch: 96, loss@min: 0.949344, loss@max: 1.353449, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.430848, LT: 0.431142, Top1S: 89.574036, Top1T: 89.533470 Train:epoch: 97, loss@min: 0.947404, loss@max: 1.355251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.430391, LT: 0.430628, Top1S: 89.574036, Top1T: 89.614601 Train:epoch: 98, loss@min: 0.942222, loss@max: 1.362452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.430015, LT: 0.430238, Top1S: 89.533470, Top1T: 89.533470 Train:epoch: 99, loss@min: 0.943333, loss@max: 1.358128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.429804, LT: 0.430091, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 100, loss@min: 0.942466, loss@max: 1.361832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.429569, LT: 0.429987, Top1S: 89.492905, Top1T: 89.614601 Train:epoch: 101, loss@min: 0.941710, loss@max: 1.361599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.429549, LT: 0.430112, Top1S: 89.574036, Top1T: 89.574036 Train:epoch: 102, loss@min: 0.940265, loss@max: 1.363240, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.429644, LT: 0.430267, Top1S: 89.574036, Top1T: 89.533470 Train:epoch: 103, loss@min: 0.944121, loss@max: 1.359234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.429760, LT: 0.430323, Top1S: 89.533470, Top1T: 89.452332 Train:epoch: 104, loss@min: 0.943502, loss@max: 1.359407, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.429926, LT: 0.430413, Top1S: 89.533470, Top1T: 89.411766 Train:epoch: 105, loss@min: 0.946681, loss@max: 1.355978, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.430082, LT: 0.430455, Top1S: 89.330627, Top1T: 89.452332 Train:epoch: 106, loss@min: 0.945295, loss@max: 1.357225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.430066, LT: 0.430360, Top1S: 89.330627, Top1T: 89.452332 Train:epoch: 107, loss@min: 0.952839, loss@max: 1.358853, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 90} ------------------------------------------- Thu Jan 18 00:06:14 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.726507, loss@max: 0.930420, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.977307, loss@max: 1.127633, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 3, loss@min: 1.516558, loss@max: 1.121381, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 4, loss@min: 1.441922, loss@max: 1.187214, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 5, loss@min: 1.243243, loss@max: 1.201648, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 1.100157, loss@max: 1.218757, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 1.041493, loss@max: 1.240005, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.142439, loss@max: 1.308084, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.987187, loss@max: 1.287813, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 0.929697, 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1.355805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.965395, loss@max: 1.373291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.945202, loss@max: 1.358828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.944348, loss@max: 1.358332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.945510, loss@max: 1.354617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.947908, loss@max: 1.352916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946584, loss@max: 1.356829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.044902, loss@max: 1.372229, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.949480, loss@max: 1.360039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.950364, loss@max: 1.351640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.963601, loss@max: 1.361372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.952381, loss@max: 1.367508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.947247, loss@max: 1.356979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.948221, loss@max: 1.354367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.947977, loss@max: 1.354617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.948305, loss@max: 1.350921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.953360, loss@max: 1.366779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.944835, loss@max: 1.364235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.946783, loss@max: 1.353077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.946463, loss@max: 1.358857, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.943019, loss@max: 1.358648, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.949871, loss@max: 1.361555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.947909, loss@max: 1.354297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.944183, loss@max: 1.357721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.946340, loss@max: 1.354196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.946710, loss@max: 1.353763, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.946874, loss@max: 1.353959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.950369, loss@max: 1.359476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.959000, loss@max: 1.361647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.950172, loss@max: 1.358258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.992027, loss@max: 1.378227, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 90, loss@min: 0.969634, loss@max: 1.374196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.438980, LT: 0.434589, Top1S: 89.492905, Top1T: 89.574036Best acc: 89.574036 Train:epoch: 91, loss@min: 0.945104, loss@max: 1.359589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.438748, LT: 0.434437, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 92, loss@min: 0.948171, loss@max: 1.358485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.438552, LT: 0.434314, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 93, loss@min: 0.946731, loss@max: 1.359076, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.438340, LT: 0.434213, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 94, loss@min: 0.948349, loss@max: 1.365610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.438136, LT: 0.434108, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 95, loss@min: 0.947394, loss@max: 1.355319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.437963, LT: 0.433995, Top1S: 89.533470, Top1T: 89.574036 Train:epoch: 96, loss@min: 0.947319, loss@max: 1.360713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.437872, LT: 0.433910, Top1S: 89.574036, Top1T: 89.655174Best acc: 89.655174 Train:epoch: 97, loss@min: 0.947833, loss@max: 1.358458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.437815, LT: 0.433851, Top1S: 89.533470, Top1T: 89.614601 Train:epoch: 98, loss@min: 0.943665, loss@max: 1.365096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.437794, LT: 0.433812, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 99, loss@min: 0.944456, loss@max: 1.360408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.437795, LT: 0.433798, Top1S: 89.492905, Top1T: 89.695740Best acc: 89.695740 Train:epoch: 100, loss@min: 0.945403, loss@max: 1.364621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.437772, LT: 0.433780, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 101, loss@min: 0.945971, loss@max: 1.359959, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.437790, LT: 0.433834, Top1S: 89.492905, Top1T: 89.614601 Train:epoch: 102, loss@min: 0.946867, loss@max: 1.363276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.437874, LT: 0.433908, Top1S: 89.492905, Top1T: 89.614601 Train:epoch: 103, loss@min: 0.948361, loss@max: 1.359429, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.437982, LT: 0.434011, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 104, loss@min: 0.944689, loss@max: 1.359057, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.438083, LT: 0.434084, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 105, loss@min: 0.945548, loss@max: 1.360187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.438171, LT: 0.434124, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 106, loss@min: 0.943923, loss@max: 1.361567, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.438210, LT: 0.434140, Top1S: 89.492905, Top1T: 89.574036 Train:epoch: 107, loss@min: 0.951716, loss@max: 1.365070, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.438253, LT: 0.434138, Top1S: 89.492905, Top1T: 89.614601 Train:epoch: 108, loss@min: 0.948569, loss@max: 1.358352, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.438303, LT: 0.434118, Top1S: 89.452332, Top1T: 89.614601 Train:epoch: 109, loss@min: 0.948064, loss@max: 1.363846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.438323, LT: 0.434083, Top1S: 89.452332, Top1T: 89.614601 Train:epoch: 110, loss@min: 0.956401, loss@max: 1.373406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.438384, LT: 0.434078, Top1S: 89.452332, Top1T: 89.614601 Train:epoch: 111, loss@min: 0.945842, loss@max: 1.357367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.438448, LT: 0.434074, Top1S: 89.452332, Top1T: 89.614601 Train:epoch: 112, loss@min: 0.946505, loss@max: 1.359092, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.438507, LT: 0.434059, Top1S: 89.411766, Top1T: 89.614601 Train:epoch: 113, loss@min: 0.946719, loss@max: 1.355986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.438548, LT: 0.434049, Top1S: 89.411766, Top1T: 89.614601 Train:epoch: 114, loss@min: 0.955901, loss@max: 1.373527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.438572, LT: 0.434042, Top1S: 89.371201, Top1T: 89.614601 Train:epoch: 115, loss@min: 0.952353, loss@max: 1.362125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.438589, LT: 0.434049, Top1S: 89.371201, Top1T: 89.614601 Train:epoch: 116, loss@min: 0.943909, loss@max: 1.358294, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.438603, LT: 0.434062, Top1S: 89.371201, Top1T: 89.614601 Train:epoch: 117, loss@min: 0.944803, loss@max: 1.359792, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 90} ------------------------------------------- Thu Jan 18 00:26:31 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.141068, loss@max: 1.016372, Top1S acc: 100.000000, Top1T acc: 86.500000 Train:epoch: 2, loss@min: 1.935395, loss@max: 1.088677, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 3, loss@min: 1.814608, loss@max: 1.163089, Top1S acc: 100.000000, Top1T acc: 89.500000 Train:epoch: 4, loss@min: 1.574241, loss@max: 1.191502, Top1S acc: 100.000000, Top1T acc: 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acc: 98.500000 Train:epoch: 15, loss@min: 0.886652, loss@max: 1.344774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.000986, loss@max: 1.376569, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 17, loss@min: 0.964006, loss@max: 1.371324, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 18, loss@min: 1.041709, loss@max: 1.387777, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 19, loss@min: 1.044207, loss@max: 1.368314, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 20, loss@min: 0.980240, loss@max: 1.354185, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 21, loss@min: 0.964979, loss@max: 1.345304, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 22, loss@min: 0.970876, loss@max: 1.327893, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 0.970673, loss@max: 1.324791, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.948555, loss@max: 1.304623, Top1S acc: 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54, loss@min: 0.977367, loss@max: 1.374282, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 55, loss@min: 0.950937, loss@max: 1.364545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.955549, loss@max: 1.368678, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 57, loss@min: 0.942659, loss@max: 1.361835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.004337, loss@max: 1.380099, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.959286, loss@max: 1.376041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.952565, loss@max: 1.365859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.963925, loss@max: 1.373929, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.955857, loss@max: 1.369709, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.951861, loss@max: 1.362326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.964594, loss@max: 1.367288, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.965928, loss@max: 1.363128, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 66, loss@min: 0.958932, loss@max: 1.360623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.952097, loss@max: 1.362466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.958552, loss@max: 1.364404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.955800, loss@max: 1.368515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.972652, loss@max: 1.371459, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 71, loss@min: 0.953145, loss@max: 1.363598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.949472, loss@max: 1.356853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.966983, loss@max: 1.372802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.968492, loss@max: 1.367113, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 75, loss@min: 0.953123, loss@max: 1.362271, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.968020, loss@max: 1.376352, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 77, loss@min: 0.984407, loss@max: 1.384871, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 78, loss@min: 1.010377, loss@max: 1.381025, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 79, loss@min: 0.956035, loss@max: 1.370075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.990059, loss@max: 1.378386, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 81, loss@min: 0.953977, loss@max: 1.368585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.947425, loss@max: 1.366441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.946699, loss@max: 1.366572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.969729, loss@max: 1.370213, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.948339, loss@max: 1.365116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.952105, loss@max: 1.374182, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.950784, loss@max: 1.367150, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.007627, loss@max: 1.390332, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 89, loss@min: 0.949118, loss@max: 1.363213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958415, loss@max: 1.366397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.417490, LT: 0.415202, Top1S: 89.208923, Top1T: 89.411766Best acc: 89.411766 Train:epoch: 91, loss@min: 0.977628, loss@max: 1.375524, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 91, LS: 0.417899, LT: 0.415735, Top1S: 89.208923, Top1T: 89.411766 Train:epoch: 92, loss@min: 0.956681, loss@max: 1.368282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.418406, LT: 0.416371, Top1S: 89.208923, Top1T: 89.371201 Train:epoch: 93, loss@min: 1.027485, loss@max: 1.398269, Top1S acc: 100.000000, Top1T acc: 98.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 00:35:41 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.048515, loss@max: 1.022719, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 2, loss@min: 1.805954, loss@max: 1.117362, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.605582, loss@max: 1.193200, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 4, loss@min: 1.360847, loss@max: 1.232429, Top1S acc: 100.000000, Top1T acc: 91.500000 Train:epoch: 5, loss@min: 1.173181, loss@max: 1.262178, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 1.136754, loss@max: 1.317815, Top1S acc: 100.000000, Top1T acc: 93.500000 Train:epoch: 7, loss@min: 1.013548, loss@max: 1.329913, Top1S acc: 100.000000, Top1T acc: 95.500000 Train:epoch: 8, loss@min: 0.969192, loss@max: 1.345414, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 0.887786, loss@max: 1.351737, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 10, loss@min: 0.895510, loss@max: 1.366017, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.021052, loss@max: 1.403010, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.929003, loss@max: 1.377764, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.855686, loss@max: 1.337825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.858407, loss@max: 1.313112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.879182, loss@max: 1.299907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.953657, loss@max: 1.300240, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 17, loss@min: 0.981199, loss@max: 1.289678, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.000696, loss@max: 1.282475, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.017553, loss@max: 1.267675, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 20, loss@min: 0.988305, loss@max: 1.257678, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 0.996071, loss@max: 1.260284, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 0.998123, loss@max: 1.255834, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 1.005965, loss@max: 1.263021, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 24, loss@min: 0.965735, loss@max: 1.249917, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.984602, loss@max: 1.262222, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.981983, loss@max: 1.274757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.011427, loss@max: 1.287439, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 28, loss@min: 0.991690, loss@max: 1.285336, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.953315, loss@max: 1.281831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.956123, loss@max: 1.298994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.967995, loss@max: 1.318096, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.957294, loss@max: 1.322938, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.934447, loss@max: 1.316747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.947817, loss@max: 1.331944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.957475, loss@max: 1.338165, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 36, loss@min: 0.934317, loss@max: 1.327933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.946340, loss@max: 1.340905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.940202, loss@max: 1.335595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.946081, loss@max: 1.341455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.970243, loss@max: 1.349740, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.935069, loss@max: 1.334078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.936120, loss@max: 1.340785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.038394, loss@max: 1.365302, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.949909, loss@max: 1.336955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.975539, loss@max: 1.348609, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.951529, loss@max: 1.343718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.948453, loss@max: 1.340721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.948399, loss@max: 1.340519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944592, loss@max: 1.341324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.941941, loss@max: 1.344424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.952314, loss@max: 1.348637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.976771, loss@max: 1.359495, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 53, loss@min: 0.963791, loss@max: 1.349291, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.967846, loss@max: 1.351842, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 55, loss@min: 0.952419, loss@max: 1.344185, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.956812, loss@max: 1.351200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.946891, loss@max: 1.345542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.986062, loss@max: 1.364523, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.949408, loss@max: 1.360835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.946363, loss@max: 1.355495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.959840, loss@max: 1.363504, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.950822, loss@max: 1.360112, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.947970, loss@max: 1.354962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.953048, loss@max: 1.358700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.952145, loss@max: 1.358032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.950752, loss@max: 1.351702, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.946126, loss@max: 1.356545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.949257, loss@max: 1.359214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.949977, loss@max: 1.356361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.958403, loss@max: 1.361050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.947584, loss@max: 1.356177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.944657, loss@max: 1.355351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.957978, loss@max: 1.364736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.956204, loss@max: 1.362989, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.948861, loss@max: 1.358487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.957504, loss@max: 1.365469, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.963598, loss@max: 1.367245, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.980428, loss@max: 1.367663, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 79, loss@min: 0.948506, loss@max: 1.362250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.976555, loss@max: 1.367244, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 80, LS: 0.409584, LT: 0.408036, Top1S: 89.736305, Top1T: 89.939148Best acc: 89.939148 Train:epoch: 81, loss@min: 0.951421, loss@max: 1.365149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.410116, LT: 0.408413, Top1S: 89.736305, Top1T: 89.898582 Train:epoch: 82, loss@min: 0.967361, loss@max: 1.365554, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 82, LS: 0.410551, LT: 0.408719, Top1S: 89.776878, Top1T: 89.898582 Train:epoch: 83, loss@min: 0.950659, loss@max: 1.360543, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.411083, LT: 0.409109, Top1S: 89.817444, Top1T: 89.939148 Train:epoch: 84, loss@min: 0.952184, loss@max: 1.362139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.411906, LT: 0.409766, Top1S: 89.736305, Top1T: 89.939148 Train:epoch: 85, loss@min: 0.947488, loss@max: 1.359652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.413107, LT: 0.410851, Top1S: 89.736305, Top1T: 90.060852Best acc: 90.060852 Train:epoch: 86, loss@min: 0.951461, loss@max: 1.360281, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.414295, LT: 0.411676, Top1S: 89.776878, Top1T: 90.060852 Train:epoch: 87, loss@min: 0.953250, loss@max: 1.359921, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.415194, LT: 0.412274, Top1S: 89.695740, Top1T: 89.979713 Train:epoch: 88, loss@min: 0.961971, loss@max: 1.365604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.415862, LT: 0.412825, Top1S: 89.736305, Top1T: 89.939148 Train:epoch: 89, loss@min: 0.956733, loss@max: 1.364230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.416191, LT: 0.412983, Top1S: 89.776878, Top1T: 89.939148 Train:epoch: 90, loss@min: 0.958643, loss@max: 1.367185, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 90, LS: 0.416443, LT: 0.413154, Top1S: 89.776878, Top1T: 89.979713 Train:epoch: 91, loss@min: 0.947847, loss@max: 1.362710, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.416885, LT: 0.413566, Top1S: 89.817444, Top1T: 89.939148 Train:epoch: 92, loss@min: 0.952221, loss@max: 1.362898, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.417202, LT: 0.413837, Top1S: 89.817444, Top1T: 89.939148 Train:epoch: 93, loss@min: 0.952582, loss@max: 1.361682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.417692, LT: 0.414344, Top1S: 89.817444, Top1T: 89.939148 Train:epoch: 94, loss@min: 0.954224, loss@max: 1.361853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.417693, LT: 0.414353, Top1S: 89.817444, Top1T: 89.898582 Train:epoch: 95, loss@min: 0.945798, loss@max: 1.360365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.417867, LT: 0.414648, Top1S: 89.817444, Top1T: 89.939148 Train:epoch: 96, loss@min: 0.948375, loss@max: 1.359582, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.418075, LT: 0.415019, Top1S: 89.776878, Top1T: 89.939148 Train:epoch: 97, loss@min: 0.948530, loss@max: 1.357870, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.418337, LT: 0.415399, Top1S: 89.776878, Top1T: 89.939148 Train:epoch: 98, loss@min: 0.947927, loss@max: 1.358890, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.418600, LT: 0.415832, Top1S: 89.736305, Top1T: 89.898582 Train:epoch: 99, loss@min: 0.949612, loss@max: 1.358603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.418988, LT: 0.416352, Top1S: 89.614601, Top1T: 89.898582 Train:epoch: 100, loss@min: 0.952251, loss@max: 1.362338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.419327, LT: 0.416798, Top1S: 89.655174, Top1T: 89.898582 Train:epoch: 101, loss@min: 0.948812, loss@max: 1.362872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.419717, LT: 0.417309, Top1S: 89.614601, Top1T: 89.939148 Train:epoch: 102, loss@min: 0.947621, loss@max: 1.362922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.420112, LT: 0.417732, Top1S: 89.614601, Top1T: 89.898582 Train:epoch: 103, loss@min: 1.014800, loss@max: 1.385438, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 103, LS: 0.420521, LT: 0.418060, Top1S: 89.695740, Top1T: 89.898582 Train:epoch: 104, loss@min: 0.946454, loss@max: 1.358257, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 00:56:52 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.048515, loss@max: 1.022719, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 2, loss@min: 1.805845, loss@max: 1.117373, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.605230, loss@max: 1.193224, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 4, loss@min: 1.360450, loss@max: 1.232513, Top1S acc: 100.000000, Top1T acc: 91.500000 Train:epoch: 5, loss@min: 1.172798, loss@max: 1.262314, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 1.135901, loss@max: 1.317808, Top1S acc: 100.000000, Top1T acc: 93.500000 Train:epoch: 7, loss@min: 1.012517, loss@max: 1.329880, Top1S acc: 100.000000, Top1T acc: 95.500000 Train:epoch: 8, loss@min: 0.968483, loss@max: 1.345445, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 0.887381, loss@max: 1.351942, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 10, loss@min: 0.893044, loss@max: 1.365749, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.020482, loss@max: 1.403136, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.926112, loss@max: 1.377152, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.855717, loss@max: 1.337945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.858163, loss@max: 1.312869, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.880024, loss@max: 1.299930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.950985, loss@max: 1.299229, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 17, loss@min: 0.980251, loss@max: 1.288670, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 0.996240, loss@max: 1.280906, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.019177, loss@max: 1.267435, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 0.995360, loss@max: 1.259285, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 0.998774, loss@max: 1.261209, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 1.003232, loss@max: 1.257156, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 1.009029, loss@max: 1.264245, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 24, loss@min: 0.965306, loss@max: 1.250759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.982741, loss@max: 1.262406, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.979575, loss@max: 1.275455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.998597, loss@max: 1.286403, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 28, loss@min: 0.989456, loss@max: 1.286881, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.951615, loss@max: 1.284270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.954932, loss@max: 1.303025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.964116, loss@max: 1.319053, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.955460, loss@max: 1.325874, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.931611, loss@max: 1.320132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.945479, loss@max: 1.334439, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.948478, loss@max: 1.337321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.933737, loss@max: 1.331565, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.944651, loss@max: 1.341718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.940622, loss@max: 1.336855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.949497, loss@max: 1.342405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.972068, loss@max: 1.350150, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.936168, loss@max: 1.333907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.936301, loss@max: 1.340597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.034516, loss@max: 1.363807, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.949334, loss@max: 1.337310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.977819, loss@max: 1.348721, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.951937, loss@max: 1.344491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.946998, loss@max: 1.341235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.946380, loss@max: 1.341630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944661, loss@max: 1.341602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942667, loss@max: 1.345146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.950759, loss@max: 1.350789, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.961000, loss@max: 1.356888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.961052, loss@max: 1.350912, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.962469, loss@max: 1.351063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.952842, loss@max: 1.344501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.954264, loss@max: 1.352787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.944575, loss@max: 1.347073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.984404, loss@max: 1.369035, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.946178, loss@max: 1.361133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.945368, loss@max: 1.358326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.956622, loss@max: 1.360727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.952711, loss@max: 1.357592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.949160, loss@max: 1.353842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.954529, loss@max: 1.359307, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.949012, loss@max: 1.358498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947163, loss@max: 1.352659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.944698, loss@max: 1.359499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.946843, loss@max: 1.359714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947689, loss@max: 1.358515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.956495, loss@max: 1.361952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.946922, loss@max: 1.358679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.943174, loss@max: 1.356940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.961565, loss@max: 1.366452, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 74, loss@min: 0.962894, loss@max: 1.366839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.947785, loss@max: 1.359259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955524, loss@max: 1.364131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.965046, loss@max: 1.366413, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 78, loss@min: 0.972303, loss@max: 1.366031, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.949582, loss@max: 1.362947, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.968770, loss@max: 1.366693, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 80, LS: 0.391738, LT: 0.390911, Top1S: 89.817444, Top1T: 89.939148Best acc: 89.939148 Train:epoch: 81, loss@min: 0.952126, loss@max: 1.369158, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.392322, LT: 0.391414, Top1S: 89.817444, Top1T: 89.939148 Train:epoch: 82, loss@min: 0.955235, loss@max: 1.366128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.392867, LT: 0.391820, Top1S: 89.817444, Top1T: 89.939148 Train:epoch: 83, loss@min: 0.951979, loss@max: 1.363819, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.393355, LT: 0.392143, Top1S: 89.858009, Top1T: 89.939148 Train:epoch: 84, loss@min: 0.950253, loss@max: 1.361311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.393881, LT: 0.392572, Top1S: 89.858009, Top1T: 89.979713Best acc: 89.979713 Train:epoch: 85, loss@min: 0.946009, loss@max: 1.361040, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.394314, LT: 0.393055, Top1S: 89.858009, Top1T: 89.939148 Train:epoch: 86, loss@min: 0.949635, loss@max: 1.361183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.394598, LT: 0.393320, Top1S: 89.858009, Top1T: 89.939148 Train:epoch: 87, loss@min: 0.949000, loss@max: 1.359798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.394895, LT: 0.393577, Top1S: 89.858009, Top1T: 89.939148 Train:epoch: 88, loss@min: 0.961975, loss@max: 1.367475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.395223, LT: 0.393944, Top1S: 89.858009, Top1T: 89.979713 Train:epoch: 89, loss@min: 0.950340, loss@max: 1.363608, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.395441, LT: 0.394125, Top1S: 89.898582, Top1T: 90.020287Best acc: 90.020287 Train:epoch: 90, loss@min: 0.957718, loss@max: 1.368962, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 90, LS: 0.395937, LT: 0.394564, Top1S: 89.898582, Top1T: 89.979713 Train:epoch: 91, loss@min: 0.947850, loss@max: 1.364488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.396386, LT: 0.395001, Top1S: 89.858009, Top1T: 89.939148 Train:epoch: 92, loss@min: 0.952529, loss@max: 1.365417, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.396797, LT: 0.395340, Top1S: 89.817444, Top1T: 89.939148 Train:epoch: 93, loss@min: 0.949441, loss@max: 1.363562, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.397540, LT: 0.395995, Top1S: 89.858009, Top1T: 89.939148 Train:epoch: 94, loss@min: 0.954725, loss@max: 1.363016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.398120, LT: 0.396450, Top1S: 89.858009, Top1T: 89.939148 Train:epoch: 95, loss@min: 0.945403, loss@max: 1.360469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.398689, LT: 0.396961, Top1S: 89.898582, Top1T: 89.939148 Train:epoch: 96, loss@min: 0.948909, loss@max: 1.359529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.399138, LT: 0.397387, Top1S: 89.898582, Top1T: 89.939148 Train:epoch: 97, loss@min: 0.948099, loss@max: 1.359415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.399582, LT: 0.397832, Top1S: 89.898582, Top1T: 89.979713 Train:epoch: 98, loss@min: 0.947339, loss@max: 1.357999, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.399859, LT: 0.398227, Top1S: 89.898582, Top1T: 89.939148 Train:epoch: 99, loss@min: 0.948413, loss@max: 1.358581, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.400075, LT: 0.398583, Top1S: 89.898582, Top1T: 89.939148 Train:epoch: 100, loss@min: 0.950408, loss@max: 1.361743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.400197, LT: 0.398866, Top1S: 89.898582, Top1T: 89.939148 Train:epoch: 101, loss@min: 0.947295, loss@max: 1.360111, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.400273, LT: 0.399108, Top1S: 89.939148, Top1T: 89.939148 Train:epoch: 102, loss@min: 0.947313, loss@max: 1.362357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.400368, LT: 0.399283, Top1S: 89.939148, Top1T: 89.939148 Train:epoch: 103, loss@min: 0.998664, loss@max: 1.383164, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 103, LS: 0.400401, LT: 0.399329, Top1S: 89.939148, Top1T: 89.979713 Train:epoch: 104, loss@min: 0.946836, loss@max: 1.358579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.400437, LT: 0.399323, Top1S: 89.939148, Top1T: 89.979713 Train:epoch: 105, loss@min: 0.946687, loss@max: 1.362360, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.400473, LT: 0.399289, Top1S: 89.939148, Top1T: 89.979713 Train:epoch: 106, loss@min: 0.950501, loss@max: 1.360503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.400473, LT: 0.399131, Top1S: 89.979713, Top1T: 90.020287 Train:epoch: 107, loss@min: 0.946642, loss@max: 1.359601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.400460, LT: 0.398994, Top1S: 89.979713, Top1T: 90.060852Best acc: 90.060852 Train:epoch: 108, loss@min: 0.946134, loss@max: 1.359772, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.400433, LT: 0.398874, Top1S: 89.939148, Top1T: 90.101418Best acc: 90.101418 Train:epoch: 109, loss@min: 0.946710, loss@max: 1.360643, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.400388, LT: 0.398754, Top1S: 89.939148, Top1T: 90.101418 Train:epoch: 110, loss@min: 0.948178, loss@max: 1.357247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.400293, LT: 0.398601, Top1S: 89.939148, Top1T: 90.101418 Train:epoch: 111, loss@min: 0.955797, loss@max: 1.369060, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.400186, LT: 0.398479, Top1S: 89.939148, Top1T: 90.101418 Train:epoch: 112, loss@min: 0.947688, loss@max: 1.359926, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.400082, LT: 0.398392, Top1S: 89.939148, Top1T: 90.141991Best acc: 90.141991 Train:epoch: 113, loss@min: 0.951424, loss@max: 1.363909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.399904, LT: 0.398258, Top1S: 89.939148, Top1T: 90.141991 Train:epoch: 114, loss@min: 0.953537, loss@max: 1.366496, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.399742, LT: 0.398188, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 115, loss@min: 0.958615, loss@max: 1.375510, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.399616, LT: 0.398134, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 116, loss@min: 0.948612, loss@max: 1.359980, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.399564, LT: 0.398132, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 117, loss@min: 0.954115, loss@max: 1.365072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.399475, LT: 0.398091, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 118, loss@min: 0.947651, loss@max: 1.358571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.399403, LT: 0.398097, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 119, loss@min: 0.979983, loss@max: 1.374324, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 119, LS: 0.399261, LT: 0.398028, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 120, loss@min: 0.945267, loss@max: 1.360044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.399116, LT: 0.397943, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 121, loss@min: 0.950721, loss@max: 1.361977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.398975, LT: 0.397846, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 122, loss@min: 0.949856, loss@max: 1.361634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.398889, LT: 0.397793, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 123, loss@min: 0.951122, loss@max: 1.362799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.398807, LT: 0.397716, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 124, loss@min: 0.952349, loss@max: 1.363137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.398798, LT: 0.397694, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 125, loss@min: 0.996932, loss@max: 1.378053, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 125, LS: 0.398753, LT: 0.397645, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 126, loss@min: 0.948413, loss@max: 1.360833, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.398732, LT: 0.397621, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 127, loss@min: 0.947974, loss@max: 1.358126, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.398711, LT: 0.397605, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 128, loss@min: 0.945700, loss@max: 1.363969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.398659, LT: 0.397559, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 129, loss@min: 0.946333, loss@max: 1.360014, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.398612, LT: 0.397518, Top1S: 89.898582, Top1T: 90.141991 Train:epoch: 130, loss@min: 0.947324, loss@max: 1.362539, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.398572, LT: 0.397482, Top1S: 89.939148, Top1T: 90.141991 Train:epoch: 131, loss@min: 0.948600, loss@max: 1.356440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.398555, LT: 0.397467, Top1S: 89.939148, Top1T: 90.141991 Train:epoch: 132, loss@min: 0.946672, loss@max: 1.358666, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.398534, LT: 0.397443, Top1S: 89.939148, Top1T: 90.141991 Train:epoch: 133, loss@min: 0.946296, loss@max: 1.361542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.398514, LT: 0.397429, Top1S: 89.939148, Top1T: 90.141991 Train:epoch: 134, loss@min: 0.950142, loss@max: 1.362766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.398523, LT: 0.397433, Top1S: 89.939148, Top1T: 90.141991 Train:epoch: 135, loss@min: 0.957334, loss@max: 1.363132, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 135, LS: 0.398521, LT: 0.397421, Top1S: 89.939148, Top1T: 90.141991 Train:epoch: 136, loss@min: 0.946172, loss@max: 1.359781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.398520, LT: 0.397409, Top1S: 89.939148, Top1T: 90.182556Best acc: 90.182556 Train:epoch: 137, loss@min: 0.958593, loss@max: 1.367865, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.398529, LT: 0.397409, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 138, loss@min: 0.955880, loss@max: 1.362903, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 138, LS: 0.398556, LT: 0.397430, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 139, loss@min: 0.949040, loss@max: 1.361231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.398574, LT: 0.397441, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 140, loss@min: 0.947755, loss@max: 1.360818, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.398588, LT: 0.397450, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 141, loss@min: 0.954278, loss@max: 1.365825, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.398595, LT: 0.397454, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 142, loss@min: 0.953572, loss@max: 1.365513, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.398601, LT: 0.397456, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 143, loss@min: 0.958227, loss@max: 1.366241, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 143, LS: 0.398604, LT: 0.397459, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 144, loss@min: 0.951962, loss@max: 1.365542, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.398609, LT: 0.397462, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 145, loss@min: 0.946737, loss@max: 1.362109, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.398611, LT: 0.397464, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 146, loss@min: 0.958317, loss@max: 1.363931, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 146, LS: 0.398613, LT: 0.397466, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 147, loss@min: 0.947232, loss@max: 1.363385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.398615, LT: 0.397467, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 148, loss@min: 0.951797, loss@max: 1.365100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.398616, LT: 0.397468, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 149, loss@min: 0.949780, loss@max: 1.360402, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.398616, LT: 0.397468, Top1S: 89.939148, Top1T: 90.182556 Train:epoch: 150, loss@min: 0.948581, loss@max: 1.362808, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.398616, LT: 0.397468, Top1S: 89.939148, Top1T: 90.182556 ------------------------------------------- Thu Jan 18 01:47:06 2024 ------------------------------------------- {"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 13:17:12 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.048449, loss@max: 1.022714, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 2, loss@min: 1.805717, loss@max: 1.117354, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.605288, loss@max: 1.193202, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 4, loss@min: 1.360193, loss@max: 1.232461, Top1S acc: 100.000000, Top1T acc: 91.500000 Train:epoch: 5, loss@min: 1.172729, loss@max: 1.262321, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 1.135859, loss@max: 1.317777, Top1S acc: 100.000000, Top1T acc: 93.500000 Train:epoch: 7, loss@min: 1.012605, loss@max: 1.329939, Top1S acc: 100.000000, Top1T acc: 95.500000 Train:epoch: 8, loss@min: 0.968470, loss@max: 1.345500, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 0.887378, loss@max: 1.351937, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 10, loss@min: 0.892927, loss@max: 1.365774, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.020388, loss@max: 1.403121, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.926109, loss@max: 1.377160, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.855711, loss@max: 1.337986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.858126, loss@max: 1.312858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.880042, loss@max: 1.299920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.950929, loss@max: 1.299230, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 17, loss@min: 0.980309, loss@max: 1.288654, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 0.996019, loss@max: 1.280839, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.019013, loss@max: 1.267420, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 0.995198, loss@max: 1.259270, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 0.998694, loss@max: 1.261228, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 1.003189, loss@max: 1.257181, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 1.008759, loss@max: 1.264141, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 24, loss@min: 0.965294, loss@max: 1.250749, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.982761, loss@max: 1.262396, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.979581, loss@max: 1.275378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.998603, loss@max: 1.286367, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 28, loss@min: 0.989365, loss@max: 1.286824, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.951626, loss@max: 1.284264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.954965, loss@max: 1.303084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.964147, loss@max: 1.319049, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.955489, loss@max: 1.325906, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.931588, loss@max: 1.320122, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.945515, loss@max: 1.334429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.948421, loss@max: 1.337311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.933688, loss@max: 1.331482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.944610, loss@max: 1.341696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.940620, loss@max: 1.336872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.949492, loss@max: 1.342442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.972103, loss@max: 1.350185, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.936143, loss@max: 1.333936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.936294, loss@max: 1.340559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.034579, loss@max: 1.363801, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.949402, loss@max: 1.337301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.977784, loss@max: 1.348683, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.951976, loss@max: 1.344524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.947016, loss@max: 1.341269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.946322, loss@max: 1.341651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944661, loss@max: 1.341609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942684, loss@max: 1.345109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.950804, loss@max: 1.350760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.961044, loss@max: 1.356836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.961034, loss@max: 1.350893, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.962390, loss@max: 1.351058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.952829, loss@max: 1.344526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.954258, loss@max: 1.352811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.944572, loss@max: 1.347073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.984469, loss@max: 1.369025, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.946183, loss@max: 1.361115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.945397, loss@max: 1.358329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.956697, loss@max: 1.360760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.952641, loss@max: 1.357672, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.949148, loss@max: 1.353863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.954522, loss@max: 1.359302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.949039, loss@max: 1.358504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947178, loss@max: 1.352647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.944742, loss@max: 1.359462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.946910, loss@max: 1.359680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947718, loss@max: 1.358476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.956495, loss@max: 1.361956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.946890, loss@max: 1.358693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.943116, loss@max: 1.356991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.961439, loss@max: 1.366432, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 74, loss@min: 0.962850, loss@max: 1.366846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.947801, loss@max: 1.359239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955592, loss@max: 1.364119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.965098, loss@max: 1.366368, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 78, loss@min: 0.972327, loss@max: 1.365994, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.949539, loss@max: 1.362960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.968774, loss@max: 1.366698, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 80, LS: 0.391721, LT: 0.390903, Top1S: 89.817444, Top1T: 89.939148Best acc: 89.939148 Train:epoch: 81, loss@min: 0.952105, loss@max: 1.369180, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.392306, LT: 0.391406, Top1S: 89.817444, Top1T: 89.939148 Train:epoch: 82, loss@min: 0.955251, loss@max: 1.366159, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.392852, LT: 0.391813, Top1S: 89.817444, Top1T: 89.939148{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 13:23:36 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.045093, loss@max: 1.023305, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.799458, loss@max: 1.118391, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.594434, loss@max: 1.193962, Top1S acc: 100.000000, Top1T acc: 90.500000 Train:epoch: 4, loss@min: 1.356589, loss@max: 1.235278, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 5, loss@min: 1.172142, loss@max: 1.265808, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 6, loss@min: 1.127398, loss@max: 1.318657, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 7, loss@min: 1.007233, loss@max: 1.331122, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 0.971450, loss@max: 1.347735, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.889164, loss@max: 1.354893, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 10, loss@min: 0.881769, loss@max: 1.365589, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.016027, loss@max: 1.404981, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.919255, loss@max: 1.377800, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.857606, loss@max: 1.341854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.858615, loss@max: 1.316964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.883662, loss@max: 1.306412, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.947743, loss@max: 1.304250, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.970027, loss@max: 1.293609, Top1S acc: 100.000000, Top1T acc: 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Train:epoch: 67, loss@min: 0.946205, loss@max: 1.358879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.946403, loss@max: 1.359770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.946136, loss@max: 1.359907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.957265, loss@max: 1.366076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.945818, loss@max: 1.360989, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.942571, loss@max: 1.358366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.959814, loss@max: 1.366148, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.965492, loss@max: 1.367141, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 75, loss@min: 0.948181, loss@max: 1.359836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955070, loss@max: 1.362551, Top1S acc: 100.000000, 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acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.977011, loss@max: 1.367448, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 88, loss@min: 0.969818, loss@max: 1.374163, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.945626, loss@max: 1.359322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.949020, loss@max: 1.363591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.955459, loss@max: 1.365053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.949075, loss@max: 1.361300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.949841, loss@max: 1.360001, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.954982, loss@max: 1.368204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.945290, loss@max: 1.362278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.947199, loss@max: 1.360512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.955257, loss@max: 1.368927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.984847, loss@max: 1.370471, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.949542, loss@max: 1.363292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.948547, loss@max: 1.358321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.386426, LT: 0.384795, Top1S: 90.344826, Top1T: 90.385399Best acc: 90.385399 Train:epoch: 101, loss@min: 0.949640, loss@max: 1.361365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.386444, LT: 0.384748, Top1S: 90.385399, Top1T: 90.425964Best acc: 90.425964 Train:epoch: 102, loss@min: 0.948848, loss@max: 1.362632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.386465, LT: 0.384782, Top1S: 90.385399, Top1T: 90.425964 Train:epoch: 103, loss@min: 0.948361, loss@max: 1.357961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.386516, LT: 0.384909, Top1S: 90.385399, Top1T: 90.466530Best acc: 90.466530 Train:epoch: 104, loss@min: 0.974764, loss@max: 1.368932, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.386377, LT: 0.384870, Top1S: 90.425964, Top1T: 90.466530 Train:epoch: 105, loss@min: 0.951522, loss@max: 1.363020, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 13:31:40 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.045711, loss@max: 1.022916, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.800947, loss@max: 1.118014, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.596844, loss@max: 1.193626, Top1S acc: 100.000000, Top1T acc: 90.500000 Train:epoch: 4, loss@min: 1.356074, loss@max: 1.234234, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 5, loss@min: 1.170458, loss@max: 1.264535, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 6, loss@min: 1.128369, loss@max: 1.318369, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 7, loss@min: 1.007061, loss@max: 1.330766, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 0.967318, loss@max: 1.346878, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 0.886643, loss@max: 1.354044, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 10, loss@min: 0.884713, loss@max: 1.366165, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.016468, loss@max: 1.404623, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.920065, loss@max: 1.377611, 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Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.962729, loss@max: 1.356794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.959026, loss@max: 1.349758, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.963555, loss@max: 1.350127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.953763, loss@max: 1.343561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.954261, loss@max: 1.351494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945069, loss@max: 1.347320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.984182, loss@max: 1.368542, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.946550, loss@max: 1.361418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.945222, loss@max: 1.358325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.958814, loss@max: 1.360944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.950805, loss@max: 1.356058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.950741, loss@max: 1.353501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.958149, loss@max: 1.359016, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.949155, loss@max: 1.357602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947839, loss@max: 1.352281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.945210, loss@max: 1.359395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.948634, loss@max: 1.360902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947476, loss@max: 1.358451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.957025, loss@max: 1.362115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.945360, loss@max: 1.357662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.943200, loss@max: 1.356701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.956913, loss@max: 1.364577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.957612, loss@max: 1.363940, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.948683, loss@max: 1.359438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.959283, loss@max: 1.365106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.973029, loss@max: 1.367695, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 78, loss@min: 0.973137, loss@max: 1.365626, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.949822, loss@max: 1.361656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.967729, loss@max: 1.366097, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.946207, loss@max: 1.361744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.943998, loss@max: 1.359531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.943796, loss@max: 1.359583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.969833, loss@max: 1.362369, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.949231, loss@max: 1.354677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.949652, loss@max: 1.360712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.949840, loss@max: 1.358026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.977036, loss@max: 1.372594, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.947363, loss@max: 1.356885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.949977, loss@max: 1.361286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.957062, loss@max: 1.362642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.948323, loss@max: 1.358184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950580, loss@max: 1.359011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.952936, loss@max: 1.366239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.945038, loss@max: 1.361071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.946066, loss@max: 1.360563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.956612, loss@max: 1.367849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.993476, loss@max: 1.373696, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.949607, loss@max: 1.364921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.947540, loss@max: 1.356947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.399589, LT: 0.398174, Top1S: 89.939148, Top1T: 90.020287Best acc: 90.020287 Train:epoch: 101, loss@min: 0.948522, loss@max: 1.359796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.399380, LT: 0.397999, Top1S: 89.979713, Top1T: 90.020287 Train:epoch: 102, loss@min: 0.947023, loss@max: 1.361379, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.399214, LT: 0.397935, Top1S: 89.979713, Top1T: 90.020287 Train:epoch: 103, loss@min: 0.949548, loss@max: 1.357487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.399087, LT: 0.397922, Top1S: 89.939148, Top1T: 90.020287 Train:epoch: 104, loss@min: 0.957878, loss@max: 1.363600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.398956, LT: 0.397892, Top1S: 89.939148, Top1T: 89.979713 Train:epoch: 105, loss@min: 0.951149, loss@max: 1.362153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.398914, LT: 0.397966, Top1S: 89.939148, Top1T: 90.020287 Train:epoch: 106, loss@min: 0.948505, loss@max: 1.361153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.399084, LT: 0.398210, Top1S: 89.898582, Top1T: 90.020287 Train:epoch: 107, loss@min: 0.947103, loss@max: 1.360078, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.399251, LT: 0.398453, Top1S: 89.898582, Top1T: 90.020287 Train:epoch: 108, loss@min: 0.944549, loss@max: 1.358279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.399376, LT: 0.398618, Top1S: 89.898582, Top1T: 90.020287 Train:epoch: 109, loss@min: 0.955617, loss@max: 1.369381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.399570, LT: 0.398773, Top1S: 89.898582, Top1T: 90.020287 Train:epoch: 110, loss@min: 0.952821, loss@max: 1.366034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.399903, LT: 0.399102, Top1S: 89.898582, Top1T: 90.020287 Train:epoch: 111, loss@min: 0.947638, loss@max: 1.361573, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 13:41:51 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.141009, loss@max: 1.016338, Top1S acc: 100.000000, Top1T acc: 86.500000 Train:epoch: 2, loss@min: 1.936675, loss@max: 1.088300, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 3, loss@min: 1.819032, loss@max: 1.162382, Top1S acc: 100.000000, Top1T acc: 89.500000 Train:epoch: 4, loss@min: 1.581347, loss@max: 1.190232, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 5, loss@min: 1.366327, loss@max: 1.207706, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 1.372318, loss@max: 1.276796, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 7, loss@min: 1.241488, loss@max: 1.291489, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 8, loss@min: 1.158840, loss@max: 1.306314, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 9, loss@min: 1.069322, loss@max: 1.315050, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 10, loss@min: 1.107452, loss@max: 1.344085, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 11, loss@min: 1.174254, loss@max: 1.385942, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 12, loss@min: 1.154065, loss@max: 1.399018, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 13, loss@min: 0.948896, loss@max: 1.352327, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 14, loss@min: 0.939944, loss@max: 1.353430, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 15, loss@min: 0.902414, loss@max: 1.351720, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 16, loss@min: 1.016458, loss@max: 1.386051, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 17, loss@min: 0.980210, loss@max: 1.384648, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 18, loss@min: 1.067857, loss@max: 1.408595, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 19, loss@min: 1.056832, loss@max: 1.391998, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 20, loss@min: 0.978494, loss@max: 1.381076, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 21, loss@min: 0.954456, loss@max: 1.374518, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 22, loss@min: 0.958133, loss@max: 1.360848, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 23, loss@min: 0.954998, loss@max: 1.359579, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 24, loss@min: 0.939092, loss@max: 1.343476, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 25, loss@min: 0.978294, loss@max: 1.350896, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.984415, loss@max: 1.357289, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 27, loss@min: 1.027642, loss@max: 1.361639, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 28, loss@min: 0.994758, loss@max: 1.346605, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 29, loss@min: 0.954904, loss@max: 1.328067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.977335, loss@max: 1.337204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.051991, loss@max: 1.359821, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 32, loss@min: 1.016885, loss@max: 1.347481, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 33, loss@min: 0.969642, loss@max: 1.323846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.999236, loss@max: 1.339403, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 35, loss@min: 1.033826, loss@max: 1.350281, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 0.970961, loss@max: 1.327781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.989713, loss@max: 1.339214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.003808, loss@max: 1.336585, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 39, loss@min: 1.007332, loss@max: 1.337699, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 40, loss@min: 1.027816, loss@max: 1.357545, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.975682, loss@max: 1.331635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.980783, loss@max: 1.342888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.095423, loss@max: 1.372730, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 44, loss@min: 0.984983, loss@max: 1.343117, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 45, loss@min: 1.019974, loss@max: 1.366791, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 46, loss@min: 1.012518, loss@max: 1.367609, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.973020, loss@max: 1.352446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.971161, loss@max: 1.349705, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.965916, loss@max: 1.350080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.957017, loss@max: 1.354954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.986979, loss@max: 1.361859, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 52, loss@min: 1.073384, loss@max: 1.396868, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 53, loss@min: 1.009799, loss@max: 1.372864, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 1.028998, loss@max: 1.385577, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 55, loss@min: 0.980212, loss@max: 1.366773, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 56, loss@min: 0.982455, loss@max: 1.371746, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 57, loss@min: 0.957564, loss@max: 1.364246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.025928, loss@max: 1.382731, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.997228, loss@max: 1.390043, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 60, loss@min: 0.965223, loss@max: 1.376375, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.982602, loss@max: 1.388622, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.969984, loss@max: 1.385036, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 63, loss@min: 0.959401, loss@max: 1.378015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.969204, loss@max: 1.381815, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.990447, loss@max: 1.377744, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 66, loss@min: 0.982347, loss@max: 1.380325, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 67, loss@min: 0.951940, loss@max: 1.376727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.973891, loss@max: 1.382954, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 69, loss@min: 0.960318, loss@max: 1.386349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.999631, loss@max: 1.392355, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 71, loss@min: 0.962299, loss@max: 1.379826, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 72, loss@min: 0.948885, loss@max: 1.368172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.962598, loss@max: 1.386666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.983650, loss@max: 1.381185, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 75, loss@min: 0.956454, loss@max: 1.374867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.979817, loss@max: 1.384696, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 77, loss@min: 1.006036, loss@max: 1.402140, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 78, loss@min: 1.014289, loss@max: 1.391804, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.957086, loss@max: 1.379910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.008032, loss@max: 1.392210, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 81, loss@min: 0.958656, loss@max: 1.383690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.948881, loss@max: 1.375724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.948591, loss@max: 1.376139, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.985287, loss@max: 1.379706, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.949123, loss@max: 1.376030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.957819, loss@max: 1.386792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.954029, loss@max: 1.377774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.047652, loss@max: 1.410977, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 89, loss@min: 0.949322, loss@max: 1.374930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.956346, loss@max: 1.376184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.985402, loss@max: 1.385330, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 92, loss@min: 0.957596, loss@max: 1.373653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.960151, loss@max: 1.369441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.981070, loss@max: 1.389828, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 95, loss@min: 0.953097, loss@max: 1.370497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.965208, loss@max: 1.387318, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.978247, loss@max: 1.389102, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 98, loss@min: 1.015489, loss@max: 1.393820, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.963037, loss@max: 1.380363, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 100, loss@min: 0.951755, loss@max: 1.371686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.428177, LT: 0.426935, Top1S: 89.411766, Top1T: 89.574036Best acc: 89.574036 Train:epoch: 101, loss@min: 0.961625, loss@max: 1.377775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.428204, LT: 0.426965, Top1S: 89.371201, Top1T: 89.574036 Train:epoch: 102, loss@min: 0.960488, loss@max: 1.378821, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 13:48:21 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.086012, loss@max: 1.021695, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 2, loss@min: 1.859840, loss@max: 1.107714, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 3, loss@min: 1.697737, loss@max: 1.183816, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 1.450555, loss@max: 1.217163, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 5, loss@min: 1.252367, loss@max: 1.241357, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 6, loss@min: 1.238201, loss@max: 1.304623, Top1S acc: 100.000000, Top1T acc: 91.500000 Train:epoch: 7, loss@min: 1.112245, loss@max: 1.317026, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 8, loss@min: 1.043952, loss@max: 1.329639, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.958047, loss@max: 1.334565, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 10, loss@min: 0.995497, loss@max: 1.358557, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 11, loss@min: 1.077870, loss@max: 1.395273, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 12, loss@min: 1.030635, loss@max: 1.392909, Top1S acc: 100.000000, Top1T acc: 95.500000 Train:epoch: 13, loss@min: 0.886140, loss@max: 1.349974, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.881701, loss@max: 1.342465, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 15, loss@min: 0.865938, loss@max: 1.332854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.974260, loss@max: 1.354283, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 17, loss@min: 0.952571, loss@max: 1.346217, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.013425, loss@max: 1.351087, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 19, loss@min: 1.036514, loss@max: 1.333213, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 20, loss@min: 0.977367, loss@max: 1.315670, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 21, loss@min: 0.977516, loss@max: 1.310410, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 0.983310, loss@max: 1.295011, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 0.983808, loss@max: 1.292822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.962376, loss@max: 1.277244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.997063, loss@max: 1.287339, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.996026, loss@max: 1.295661, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 27, loss@min: 1.031342, loss@max: 1.303941, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 28, loss@min: 0.999761, loss@max: 1.292017, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.972833, loss@max: 1.281257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.984806, loss@max: 1.292220, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.031293, loss@max: 1.314639, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 32, loss@min: 1.013272, loss@max: 1.312008, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 33, loss@min: 0.971425, loss@max: 1.296654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.987423, loss@max: 1.314284, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 35, loss@min: 1.007913, loss@max: 1.327006, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 0.963604, loss@max: 1.312364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.974264, loss@max: 1.325225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.973288, loss@max: 1.326278, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 39, loss@min: 0.973423, loss@max: 1.331681, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 40, loss@min: 0.993830, loss@max: 1.350102, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.948452, loss@max: 1.333794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.949443, loss@max: 1.346514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.054652, loss@max: 1.377502, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 44, loss@min: 0.955539, loss@max: 1.353001, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 45, loss@min: 0.975569, loss@max: 1.370490, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 46, loss@min: 0.958422, loss@max: 1.366789, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 47, loss@min: 0.947701, loss@max: 1.358133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.945493, loss@max: 1.354325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945439, loss@max: 1.355253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.939938, loss@max: 1.356062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.959281, loss@max: 1.360521, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 52, loss@min: 1.018302, loss@max: 1.386145, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 53, loss@min: 0.980588, loss@max: 1.367064, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.992104, loss@max: 1.374483, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 55, loss@min: 0.955236, loss@max: 1.362237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.959270, loss@max: 1.366095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.944072, loss@max: 1.360039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.004738, loss@max: 1.378828, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.963726, loss@max: 1.378204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.951229, loss@max: 1.367482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.967196, loss@max: 1.378277, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.953278, loss@max: 1.375116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.948814, loss@max: 1.366169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.955916, loss@max: 1.369206, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.972367, loss@max: 1.364586, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 66, loss@min: 0.964976, loss@max: 1.364798, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 67, loss@min: 0.949500, loss@max: 1.362750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.968787, loss@max: 1.367625, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 69, loss@min: 0.955520, loss@max: 1.367219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.981580, loss@max: 1.374577, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 71, loss@min: 0.955188, loss@max: 1.364020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.950485, loss@max: 1.357251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.963660, loss@max: 1.373466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.978951, loss@max: 1.368865, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 75, loss@min: 0.955602, loss@max: 1.361949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.971310, loss@max: 1.372873, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 77, loss@min: 0.980342, loss@max: 1.383101, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 78, loss@min: 1.008230, loss@max: 1.380972, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 79, loss@min: 0.955199, loss@max: 1.369545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.003677, loss@max: 1.381263, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 81, loss@min: 0.956147, loss@max: 1.371489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.946911, loss@max: 1.365076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.946398, loss@max: 1.366564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.976939, loss@max: 1.371436, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.947029, loss@max: 1.365958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.954628, loss@max: 1.376732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.950617, loss@max: 1.367488, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.025013, loss@max: 1.396467, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 89, loss@min: 0.948862, loss@max: 1.365168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.954623, loss@max: 1.367773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.975108, loss@max: 1.373946, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 92, loss@min: 0.954224, loss@max: 1.365064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.958560, loss@max: 1.362598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.975127, loss@max: 1.379134, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 95, loss@min: 0.950665, loss@max: 1.363752, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.956160, loss@max: 1.377198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.965958, loss@max: 1.378343, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 98, loss@min: 1.009934, loss@max: 1.385676, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.951170, loss@max: 1.372198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.948342, loss@max: 1.365730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.426140, LT: 0.425034, Top1S: 89.533470, Top1T: 89.533470Best acc: 89.533470 Train:epoch: 101, loss@min: 0.953523, loss@max: 1.368580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.426165, LT: 0.425000, Top1S: 89.533470, Top1T: 89.533470 Train:epoch: 102, loss@min: 0.954412, loss@max: 1.370879, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 13:54:33 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.064995, loss@max: 1.022475, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 2, loss@min: 1.830614, loss@max: 1.113773, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 3, loss@min: 1.647656, loss@max: 1.189946, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 4, loss@min: 1.398726, loss@max: 1.226015, Top1S acc: 100.000000, Top1T acc: 91.500000 Train:epoch: 5, loss@min: 1.206795, loss@max: 1.253085, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 6, loss@min: 1.182979, loss@max: 1.312963, Top1S acc: 100.000000, Top1T acc: 93.500000 Train:epoch: 7, loss@min: 1.057905, loss@max: 1.324541, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 8, loss@min: 1.001143, loss@max: 1.338135, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.915727, loss@max: 1.342260, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 0.942920, loss@max: 1.361639, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 11, loss@min: 1.045220, loss@max: 1.397364, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.980451, loss@max: 1.384640, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 13, loss@min: 0.869793, loss@max: 1.342533, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 14, loss@min: 0.869362, loss@max: 1.327309, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 15, loss@min: 0.868312, loss@max: 1.314357, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.968965, loss@max: 1.327226, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 17, loss@min: 0.965446, loss@max: 1.316406, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.006266, loss@max: 1.313298, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 19, loss@min: 1.032933, loss@max: 1.296158, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 20, loss@min: 0.982446, loss@max: 1.278397, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 0.989450, loss@max: 1.277492, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 0.995543, loss@max: 1.267190, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 0.998914, loss@max: 1.269187, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 24, loss@min: 0.969975, loss@max: 1.255743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.997835, loss@max: 1.269385, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.993549, loss@max: 1.279592, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 27, loss@min: 1.030392, loss@max: 1.291777, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 28, loss@min: 0.996817, loss@max: 1.282983, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.966534, loss@max: 1.276191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.973466, loss@max: 1.289710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.000638, loss@max: 1.311621, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 32, loss@min: 0.987633, loss@max: 1.314831, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.951762, loss@max: 1.306521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.960851, loss@max: 1.324615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.979513, loss@max: 1.339754, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 0.941348, loss@max: 1.327750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.949946, loss@max: 1.341429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.944035, loss@max: 1.340833, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 39, loss@min: 0.941058, loss@max: 1.346533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.968928, loss@max: 1.360601, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.929090, loss@max: 1.343642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.933070, loss@max: 1.352075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.034107, loss@max: 1.374340, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.946746, loss@max: 1.347590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.966666, loss@max: 1.358101, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.951764, loss@max: 1.351142, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.949265, loss@max: 1.345561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.950177, loss@max: 1.345256, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.956959, loss@max: 1.351472, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 50, loss@min: 0.941018, loss@max: 1.349804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.955520, loss@max: 1.356585, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 52, loss@min: 0.977668, loss@max: 1.368408, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 53, loss@min: 0.974437, loss@max: 1.359351, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.966716, loss@max: 1.359272, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 55, loss@min: 0.952204, loss@max: 1.349390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.958762, loss@max: 1.354364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.949188, loss@max: 1.347016, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 13:57:39 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.045061, loss@max: 1.023300, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.799406, loss@max: 1.118377, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.594404, loss@max: 1.194003, Top1S acc: 100.000000, Top1T acc: 90.500000 Train:epoch: 4, loss@min: 1.356569, loss@max: 1.235268, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 5, loss@min: 1.172183, loss@max: 1.265850, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 6, loss@min: 1.127406, loss@max: 1.318725, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 7, loss@min: 1.007116, loss@max: 1.331117, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 0.971435, loss@max: 1.347733, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.889079, loss@max: 1.354902, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 10, loss@min: 0.881746, loss@max: 1.365543, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.016075, loss@max: 1.404994, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.919313, loss@max: 1.377816, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.857663, loss@max: 1.341821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.858648, loss@max: 1.316947, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.883676, loss@max: 1.306408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.947722, loss@max: 1.304219, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.970042, loss@max: 1.293635, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.000116, loss@max: 1.291235, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.022188, loss@max: 1.275513, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 1.010191, loss@max: 1.273015, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 1.006762, loss@max: 1.272745, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 1.015777, loss@max: 1.267488, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 1.020850, loss@max: 1.272451, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 24, loss@min: 0.966157, loss@max: 1.255083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.982517, loss@max: 1.264864, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.980545, loss@max: 1.279315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.990827, loss@max: 1.286500, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 28, loss@min: 0.989223, loss@max: 1.288123, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.952171, loss@max: 1.286192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.964057, loss@max: 1.307635, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 31, loss@min: 0.964582, loss@max: 1.319184, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.957852, loss@max: 1.326545, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.932436, loss@max: 1.320958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.952882, loss@max: 1.335589, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 35, loss@min: 0.946338, loss@max: 1.334215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.936401, loss@max: 1.333275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.949642, loss@max: 1.344233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.944834, loss@max: 1.339750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.953309, loss@max: 1.343471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.964956, loss@max: 1.351024, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.936198, loss@max: 1.336495, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.934847, loss@max: 1.343376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.027552, loss@max: 1.365435, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.946477, loss@max: 1.339408, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.974633, loss@max: 1.349282, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.951250, loss@max: 1.344799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.945565, loss@max: 1.342407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.946393, loss@max: 1.343563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.945116, loss@max: 1.342395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.943070, loss@max: 1.347936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.947947, loss@max: 1.351476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.963712, loss@max: 1.357973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.962504, loss@max: 1.353801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.959935, loss@max: 1.350483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.952564, loss@max: 1.344312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.955848, loss@max: 1.351068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945812, loss@max: 1.347337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.979736, loss@max: 1.368333, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.946497, loss@max: 1.361454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.944426, loss@max: 1.361127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.956710, loss@max: 1.362125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.951246, loss@max: 1.359515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.950509, loss@max: 1.355865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.958009, loss@max: 1.360298, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.949073, loss@max: 1.357409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.948322, loss@max: 1.353175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.946221, loss@max: 1.358871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.946386, loss@max: 1.359804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.946100, loss@max: 1.359956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.957247, loss@max: 1.366106, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.945818, loss@max: 1.361009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.942570, loss@max: 1.358366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.959816, loss@max: 1.366132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.965489, loss@max: 1.367144, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 75, loss@min: 0.948211, loss@max: 1.359816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955091, loss@max: 1.362529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.962284, loss@max: 1.366555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.961830, loss@max: 1.364032, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.951118, loss@max: 1.363054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.967212, loss@max: 1.366470, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.947549, loss@max: 1.363735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.942934, loss@max: 1.361864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.944210, loss@max: 1.360462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.965404, loss@max: 1.363056, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.949351, loss@max: 1.355431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.950095, loss@max: 1.362778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.976987, loss@max: 1.367435, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 88, loss@min: 0.969828, loss@max: 1.374150, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.945637, loss@max: 1.359311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.949008, loss@max: 1.363601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.955413, loss@max: 1.365064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.949057, loss@max: 1.361304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.949833, loss@max: 1.360006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.954949, loss@max: 1.368212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.945290, loss@max: 1.362279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.947215, loss@max: 1.360494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.955250, loss@max: 1.368916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.984920, loss@max: 1.370485, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.949534, loss@max: 1.363292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.948550, loss@max: 1.358319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.386441, LT: 0.384803, Top1S: 90.344826, Top1T: 90.385399Best acc: 90.385399 Train:epoch: 101, loss@min: 0.949651, loss@max: 1.361370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.386460, LT: 0.384756, Top1S: 90.385399, Top1T: 90.425964Best acc: 90.425964 Train:epoch: 102, loss@min: 0.948858, loss@max: 1.362633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.386480, LT: 0.384789, Top1S: 90.385399, Top1T: 90.425964 Train:epoch: 103, loss@min: 0.948364, loss@max: 1.357956, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.386531, LT: 0.384916, Top1S: 90.385399, Top1T: 90.466530Best acc: 90.466530 Train:epoch: 104, loss@min: 0.974853, loss@max: 1.368940, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.386391, LT: 0.384876, Top1S: 90.425964, Top1T: 90.466530 Train:epoch: 105, loss@min: 0.951527, loss@max: 1.363032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.386275, LT: 0.384891, Top1S: 90.425964, Top1T: 90.466530 Train:epoch: 106, loss@min: 0.948734, loss@max: 1.362889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.386202, LT: 0.384942, Top1S: 90.425964, Top1T: 90.425964 Train:epoch: 107, loss@min: 0.946958, loss@max: 1.360924, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.386145, LT: 0.385007, Top1S: 90.425964, Top1T: 90.425964 Train:epoch: 108, loss@min: 0.945143, loss@max: 1.359299, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 14:06:37 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.045711, loss@max: 1.022916, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.800947, loss@max: 1.118014, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.596844, loss@max: 1.193626, Top1S acc: 100.000000, Top1T acc: 90.500000 Train:epoch: 4, loss@min: 1.356074, loss@max: 1.234234, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 5, loss@min: 1.170458, loss@max: 1.264535, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 6, loss@min: 1.128369, loss@max: 1.318369, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 7, loss@min: 1.007061, loss@max: 1.330766, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 0.967318, loss@max: 1.346878, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 0.886643, loss@max: 1.354044, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 10, loss@min: 0.884713, loss@max: 1.366165, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.016468, loss@max: 1.404623, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.920065, loss@max: 1.377611, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.855273, loss@max: 1.340299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.856736, loss@max: 1.315098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.881217, loss@max: 1.303724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.945878, loss@max: 1.301244, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.973048, loss@max: 1.290784, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 0.992711, loss@max: 1.284561, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.018789, loss@max: 1.271176, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 1.001549, loss@max: 1.265260, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 1.001056, loss@max: 1.265735, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 1.007789, loss@max: 1.260784, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 1.013507, loss@max: 1.266623, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 24, loss@min: 0.965514, loss@max: 1.251239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.982734, loss@max: 1.262273, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.980552, loss@max: 1.276111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.995039, loss@max: 1.285125, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 28, loss@min: 0.988880, loss@max: 1.286470, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.950906, loss@max: 1.284158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.957220, loss@max: 1.304572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.964812, loss@max: 1.318789, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.955686, loss@max: 1.325294, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.931645, loss@max: 1.320087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.947599, loss@max: 1.333986, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 35, loss@min: 0.949632, loss@max: 1.336158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.936076, loss@max: 1.331835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.944845, loss@max: 1.340847, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.941711, loss@max: 1.336232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.947486, loss@max: 1.340275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.969964, loss@max: 1.350122, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.935940, loss@max: 1.334272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.935261, loss@max: 1.340729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.034423, loss@max: 1.364585, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.948873, loss@max: 1.337282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.976208, loss@max: 1.347877, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.953533, loss@max: 1.345414, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.947541, loss@max: 1.341087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.946113, loss@max: 1.341419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944522, loss@max: 1.340993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942500, loss@max: 1.345615, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.951535, loss@max: 1.350492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.962729, loss@max: 1.356794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.959026, loss@max: 1.349758, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.963555, loss@max: 1.350127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.953763, loss@max: 1.343561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.954261, loss@max: 1.351494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945069, loss@max: 1.347320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.984182, loss@max: 1.368542, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.946550, loss@max: 1.361418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.945222, loss@max: 1.358325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.958814, loss@max: 1.360944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.950805, loss@max: 1.356058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.950741, loss@max: 1.353501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.958149, loss@max: 1.359016, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.949155, loss@max: 1.357602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947839, loss@max: 1.352281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.945210, loss@max: 1.359395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.948634, loss@max: 1.360902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947476, loss@max: 1.358451, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.957025, loss@max: 1.362115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.945360, loss@max: 1.357662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.943200, loss@max: 1.356701, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.956913, loss@max: 1.364577, 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loss@max: 1.359583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.969833, loss@max: 1.362369, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.949231, loss@max: 1.354677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.949652, loss@max: 1.360712, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.949840, loss@max: 1.358026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.977036, loss@max: 1.372594, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.947363, loss@max: 1.356885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.949977, loss@max: 1.361286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.957062, loss@max: 1.362642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.948323, loss@max: 1.358184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950580, loss@max: 1.359011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.952936, loss@max: 1.366239, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.945038, loss@max: 1.361071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.946066, loss@max: 1.360563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.956612, loss@max: 1.367849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.993476, loss@max: 1.373696, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.949607, loss@max: 1.364921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.947540, loss@max: 1.356947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.399589, LT: 0.398174, Top1S: 89.939148, Top1T: 90.020287Best acc: 90.020287 Train:epoch: 101, loss@min: 0.948522, loss@max: 1.359796, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.399380, LT: 0.397999, Top1S: 89.979713, Top1T: 90.020287 Train:epoch: 102, loss@min: 0.947023, loss@max: 1.361379, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.399214, LT: 0.397935, Top1S: 89.979713, Top1T: 90.020287 Train:epoch: 103, loss@min: 0.949548, loss@max: 1.357487, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.399087, LT: 0.397922, Top1S: 89.939148, Top1T: 90.020287 Train:epoch: 104, loss@min: 0.957878, loss@max: 1.363600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.398956, LT: 0.397892, Top1S: 89.939148, Top1T: 89.979713 Train:epoch: 105, loss@min: 0.951149, loss@max: 1.362153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.398914, LT: 0.397966, Top1S: 89.939148, Top1T: 90.020287 Train:epoch: 106, loss@min: 0.948505, loss@max: 1.361153, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 90} ------------------------------------------- Thu Jan 18 14:14:41 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.086012, loss@max: 1.021695, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 2, loss@min: 1.859840, loss@max: 1.107714, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 3, loss@min: 1.697737, loss@max: 1.183816, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 1.450555, loss@max: 1.217163, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 5, loss@min: 1.252367, loss@max: 1.241357, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 6, loss@min: 1.238201, loss@max: 1.304623, Top1S acc: 100.000000, Top1T acc: 91.500000 Train:epoch: 7, loss@min: 1.112245, loss@max: 1.317026, Top1S acc: 100.000000, Top1T acc: 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100.000000, Top1T acc: 99.500000 Train:epoch: 77, loss@min: 0.981704, loss@max: 1.381903, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 78, loss@min: 1.005856, loss@max: 1.379114, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 79, loss@min: 0.954428, loss@max: 1.368169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.990820, loss@max: 1.376794, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 81, loss@min: 0.952327, loss@max: 1.366193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.947211, loss@max: 1.364091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.946335, loss@max: 1.364820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.969437, loss@max: 1.368438, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.947866, loss@max: 1.362859, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.950804, loss@max: 1.371681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.950794, loss@max: 1.364813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.011155, loss@max: 1.390026, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 89, loss@min: 0.949014, loss@max: 1.360887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.956523, loss@max: 1.364488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.418102, LT: 0.416082, Top1S: 89.655174, Top1T: 89.655174Best acc: 89.655174 Train:epoch: 91, loss@min: 0.973489, loss@max: 1.372819, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 91, LS: 0.418873, LT: 0.416930, Top1S: 89.614601, Top1T: 89.655174 Train:epoch: 92, loss@min: 0.957342, loss@max: 1.366038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.419745, LT: 0.417900, Top1S: 89.614601, Top1T: 89.655174 Train:epoch: 93, loss@min: 1.026043, loss@max: 1.395510, Top1S acc: 100.000000, Top1T acc: 98.000000 Test:epoch: 93, LS: 0.420712, LT: 0.418937, Top1S: 89.574036, Top1T: 89.655174 Train:epoch: 94, loss@min: 0.999414, loss@max: 1.375906, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 94, LS: 0.421538, LT: 0.419750, Top1S: 89.574036, Top1T: 89.655174 Train:epoch: 95, loss@min: 0.978696, loss@max: 1.377486, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 95, LS: 0.422246, LT: 0.420463, Top1S: 89.574036, Top1T: 89.655174 Train:epoch: 96, loss@min: 0.951342, loss@max: 1.365106, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.422950, LT: 0.421249, Top1S: 89.533470, Top1T: 89.695740Best acc: 89.695740 Train:epoch: 97, loss@min: 0.955323, loss@max: 1.371194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.423675, LT: 0.422066, Top1S: 89.574036, Top1T: 89.695740 Train:epoch: 98, loss@min: 0.948722, loss@max: 1.365720, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 14:24:04 2024 -------------------------------------------{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 14:24:37 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.500000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.500000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.500000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.500000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.500000 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.500000 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 89.500000 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 41, loss@min: 2.132766, loss@max: 1.247157, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 42, loss@min: 2.036632, loss@max: 1.296224, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 43, loss@min: 1.941823, loss@max: 1.375875, Top1S acc: 100.000000, Top1T acc: 91.500000 Train:epoch: 44, loss@min: 1.598096, loss@max: 1.397684, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 45, loss@min: 1.499526, loss@max: 1.445003, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 46, loss@min: 1.436094, loss@max: 1.482441, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 47, loss@min: 1.173183, loss@max: 1.456442, Top1S acc: 100.000000, Top1T acc: 95.500000 Train:epoch: 48, loss@min: 1.111278, loss@max: 1.465088, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 49, loss@min: 1.081706, loss@max: 1.496147, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 50, loss@min: 1.005502, loss@max: 1.519216, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 51, loss@min: 0.930119, loss@max: 1.532822, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 52, loss@min: 1.032379, loss@max: 1.586147, Top1S acc: 100.000000, Top1T acc: 95.500000 Train:epoch: 53, loss@min: 0.993330, loss@max: 1.566792, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 54, loss@min: 1.013975, loss@max: 1.564796, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 55, loss@min: 0.942364, loss@max: 1.515139, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 56, loss@min: 0.931271, loss@max: 1.490867, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 57, loss@min: 0.916772, loss@max: 1.455631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.019692, loss@max: 1.458952, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.968894, loss@max: 1.433189, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 60, loss@min: 0.966949, loss@max: 1.404285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.993627, loss@max: 1.394602, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.987990, loss@max: 1.370650, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 63, loss@min: 0.985304, loss@max: 1.354427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.003269, loss@max: 1.349625, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 1.000750, loss@max: 1.339383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.020442, loss@max: 1.335861, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 67, loss@min: 1.007267, loss@max: 1.331627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.999253, loss@max: 1.330248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.000270, loss@max: 1.344861, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 70, loss@min: 0.996749, loss@max: 1.353769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.976970, loss@max: 1.352568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.964772, loss@max: 1.344980, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.990461, loss@max: 1.368348, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 74, loss@min: 0.977894, loss@max: 1.367664, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 75, loss@min: 0.957241, loss@max: 1.368108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.968439, loss@max: 1.381765, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 77, loss@min: 1.004472, loss@max: 1.396472, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 78, loss@min: 1.015112, loss@max: 1.387873, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 79, loss@min: 0.950898, loss@max: 1.374699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.974631, loss@max: 1.379052, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.947306, loss@max: 1.373910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.940606, loss@max: 1.373906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.942530, loss@max: 1.373984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.974443, loss@max: 1.380001, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.944678, loss@max: 1.373924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.958027, loss@max: 1.380455, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 87, loss@min: 0.946341, loss@max: 1.374756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.010705, loss@max: 1.395257, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 89, loss@min: 0.946923, loss@max: 1.365977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958305, loss@max: 1.368803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.974046, loss@max: 1.377472, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 92, loss@min: 0.949415, loss@max: 1.365141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.957408, loss@max: 1.362714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.955392, loss@max: 1.368417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.951869, loss@max: 1.362543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.951456, loss@max: 1.366521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.980752, loss@max: 1.380931, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 98, loss@min: 1.006616, loss@max: 1.377879, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.956143, loss@max: 1.367165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.951755, loss@max: 1.360965, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.441430, LT: 0.443856, Top1S: 89.452332, Top1T: 89.330627Best acc: 89.452332 Train:epoch: 101, loss@min: 0.954773, loss@max: 1.365321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.441538, LT: 0.443725, Top1S: 89.492905, Top1T: 89.411766Best acc: 89.492905 Train:epoch: 102, loss@min: 0.958797, loss@max: 1.367852, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 14:30:48 2024 ------------------------------------------- Train:epoch: 1, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 2, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 83.500000 Train:epoch: 3, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.500000 Train:epoch: 4, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 5, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 6, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.500000 Train:epoch: 7, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.500000 Train:epoch: 8, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.500000 Train:epoch: 9, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 10, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 11, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 82.000000 Train:epoch: 12, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 13, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 14, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.500000 Train:epoch: 15, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 16, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 17, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 18, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 19, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 20, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 21, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 22, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 23, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 24, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 25, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 26, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 27, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 28, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 29, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 30, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 31, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 32, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 33, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 89.500000 Train:epoch: 34, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 35, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 36, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 37, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 38, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 39, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 40, loss@min: 0.000000, loss@max: 0.000000, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 41, loss@min: 2.132766, loss@max: 1.247157, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 42, loss@min: 2.036632, loss@max: 1.296224, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 43, loss@min: 1.941823, loss@max: 1.375875, Top1S acc: 100.000000, Top1T acc: 91.500000 Train:epoch: 44, loss@min: 1.598096, loss@max: 1.397684, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 45, loss@min: 1.499526, loss@max: 1.445003, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 46, loss@min: 1.436094, loss@max: 1.482441, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 47, loss@min: 1.173183, loss@max: 1.456442, Top1S acc: 100.000000, Top1T acc: 95.500000 Train:epoch: 48, loss@min: 1.111278, loss@max: 1.465088, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 49, loss@min: 1.081706, loss@max: 1.496147, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 50, loss@min: 1.005502, loss@max: 1.519216, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 51, loss@min: 0.930119, loss@max: 1.532822, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 52, loss@min: 1.032379, loss@max: 1.586147, Top1S acc: 100.000000, Top1T acc: 95.500000 Train:epoch: 53, loss@min: 0.993330, loss@max: 1.566792, Top1S acc: 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Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 1.003269, loss@max: 1.349625, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 1.000750, loss@max: 1.339383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.020442, loss@max: 1.335861, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 67, loss@min: 1.007267, loss@max: 1.331627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.999253, loss@max: 1.330248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.000270, loss@max: 1.344861, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 70, loss@min: 0.996749, loss@max: 1.353769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.976970, loss@max: 1.352568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.964772, loss@max: 1.344980, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.990461, loss@max: 1.368348, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 74, loss@min: 0.977894, loss@max: 1.367664, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 75, loss@min: 0.957241, loss@max: 1.368108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.968439, loss@max: 1.381765, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 77, loss@min: 1.004472, loss@max: 1.396472, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 78, loss@min: 1.015112, loss@max: 1.387873, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 79, loss@min: 0.950898, loss@max: 1.374699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.974631, loss@max: 1.379052, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.947306, loss@max: 1.373910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.940606, loss@max: 1.373906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.942530, loss@max: 1.373984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.974443, loss@max: 1.380001, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.944678, loss@max: 1.373924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.958027, loss@max: 1.380455, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 87, loss@min: 0.946341, loss@max: 1.374756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.010705, loss@max: 1.395257, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 89, loss@min: 0.946923, loss@max: 1.365977, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958305, loss@max: 1.368803, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.974046, loss@max: 1.377472, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 92, loss@min: 0.949415, loss@max: 1.365141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.957408, loss@max: 1.362714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.955392, loss@max: 1.368417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.951869, loss@max: 1.362543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.951456, loss@max: 1.366521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.980752, loss@max: 1.380931, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 98, loss@min: 1.006616, loss@max: 1.377879, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.956143, loss@max: 1.367165, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.951755, loss@max: 1.360965, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.441431, LT: 0.443857, Top1S: 89.452332, Top1T: 89.330627Best acc: 89.452332 Train:epoch: 101, loss@min: 0.954773, loss@max: 1.365321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.441539, LT: 0.443725, Top1S: 89.492905, Top1T: 89.411766Best acc: 89.492905 Train:epoch: 102, loss@min: 0.958797, loss@max: 1.367852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.441659, LT: 0.443688, Top1S: 89.492905, Top1T: 89.411766 Train:epoch: 103, loss@min: 0.957655, loss@max: 1.362652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.441857, LT: 0.443823, Top1S: 89.492905, Top1T: 89.411766 Train:epoch: 104, loss@min: 0.962545, loss@max: 1.366048, Top1S acc: 100.000000, Top1T acc: 99.500000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 14:37:53 2024 ------------------------------------------- Train:epoch: 1, loss@min: 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loss@min: 1.016053, loss@max: 1.404740, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.919348, loss@max: 1.377601, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.855946, loss@max: 1.340890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.857205, loss@max: 1.315797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.881924, loss@max: 1.304734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.946053, loss@max: 1.302231, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.971415, loss@max: 1.291761, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 0.994223, loss@max: 1.286793, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.019869, loss@max: 1.272856, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 1.004941, loss@max: 1.268268, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 1.002759, loss@max: 1.268368, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 1.010734, loss@max: 1.263329, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 1.015941, loss@max: 1.268726, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 24, loss@min: 0.965409, loss@max: 1.252623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.982289, loss@max: 1.263205, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.980168, loss@max: 1.277297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.993192, loss@max: 1.285523, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 28, loss@min: 0.988554, loss@max: 1.287074, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.950773, loss@max: 1.284786, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.959686, loss@max: 1.305783, Top1S acc: 100.000000, Top1T 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Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.968324, loss@max: 1.366715, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.945971, loss@max: 1.362209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.943159, loss@max: 1.360417, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.943535, loss@max: 1.360087, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.973086, loss@max: 1.363502, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.948861, loss@max: 1.355089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.949308, loss@max: 1.361662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.950893, loss@max: 1.360073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.974196, loss@max: 1.372573, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.946792, loss@max: 1.357824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.949760, loss@max: 1.361776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.957013, loss@max: 1.363465, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.948281, loss@max: 1.358775, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950517, loss@max: 1.359363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.953919, loss@max: 1.366894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.945136, loss@max: 1.360893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.946323, loss@max: 1.359976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.955692, loss@max: 1.367282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.996490, loss@max: 1.373745, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.949618, loss@max: 1.363945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.947897, loss@max: 1.357128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.393026, LT: 0.391408, Top1S: 89.979713, Top1T: 90.101418Best acc: 90.101418 Train:epoch: 101, loss@min: 0.949064, loss@max: 1.360083, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.392886, LT: 0.391264, Top1S: 89.979713, Top1T: 90.141991Best acc: 90.141991 Train:epoch: 102, loss@min: 0.947767, loss@max: 1.361845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.392784, LT: 0.391223, Top1S: 89.979713, Top1T: 90.141991 Train:epoch: 103, loss@min: 0.949296, loss@max: 1.357571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.392723, LT: 0.391258, Top1S: 90.020287, Top1T: 90.141991 Train:epoch: 104, loss@min: 0.961686, loss@max: 1.364775, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.392600, LT: 0.391231, Top1S: 90.020287, Top1T: 90.141991 Train:epoch: 105, loss@min: 0.951500, loss@max: 1.362747, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.392519, LT: 0.391267, Top1S: 90.020287, Top1T: 90.141991 Train:epoch: 106, loss@min: 0.948175, loss@max: 1.361323, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 14:45:50 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.673045, loss@max: 1.173280, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 2, loss@min: 1.844644, loss@max: 1.113362, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.215709, loss@max: 1.078246, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 4, loss@min: 1.073991, loss@max: 1.133492, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 5, loss@min: 1.016271, loss@max: 1.193905, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 6, loss@min: 0.910450, loss@max: 1.220041, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 0.830900, loss@max: 1.238280, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 8, loss@min: 0.936312, loss@max: 1.286340, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.790420, loss@max: 1.269852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.831953, loss@max: 1.299614, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 0.958717, loss@max: 1.333225, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 12, loss@min: 0.829361, loss@max: 1.294695, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 13, loss@min: 0.824025, loss@max: 1.279928, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.846224, loss@max: 1.268080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.865627, loss@max: 1.266470, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 16, loss@min: 0.885481, loss@max: 1.267556, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 17, loss@min: 0.968314, loss@max: 1.281327, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 0.907593, loss@max: 1.252238, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 19, loss@min: 0.912891, loss@max: 1.237229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.941380, loss@max: 1.236118, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 0.972696, loss@max: 1.236561, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 0.954203, loss@max: 1.231329, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 0.947968, loss@max: 1.226298, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.944776, loss@max: 1.236647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.948212, loss@max: 1.244391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.943136, loss@max: 1.250871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.947705, loss@max: 1.260694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.004142, loss@max: 1.268910, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.947509, loss@max: 1.264279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.940488, loss@max: 1.275162, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.960701, loss@max: 1.300965, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.943275, loss@max: 1.306160, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.929629, loss@max: 1.300535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.931956, loss@max: 1.305079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.965617, loss@max: 1.320736, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 36, loss@min: 0.931175, loss@max: 1.311420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.960582, loss@max: 1.328078, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 38, loss@min: 0.925251, loss@max: 1.325725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.943055, loss@max: 1.335497, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 40, loss@min: 0.935162, loss@max: 1.332628, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.926115, loss@max: 1.332597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.931117, loss@max: 1.332627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.044278, loss@max: 1.357103, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.938697, loss@max: 1.330619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.938394, loss@max: 1.333633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.936049, loss@max: 1.335327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.941837, loss@max: 1.337840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.945216, loss@max: 1.338324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.938830, loss@max: 1.337490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.940145, loss@max: 1.337821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.945757, loss@max: 1.333795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.946206, loss@max: 1.335386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.945859, loss@max: 1.337987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.949615, loss@max: 1.338102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.946136, loss@max: 1.338353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.941173, loss@max: 1.345210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.938084, loss@max: 1.349633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.942917, loss@max: 1.346731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.943638, loss@max: 1.344999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.949134, loss@max: 1.341062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.950960, loss@max: 1.342951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.946481, loss@max: 1.346321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.943119, loss@max: 1.348479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.945652, loss@max: 1.346794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.941054, loss@max: 1.352178, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.943993, loss@max: 1.349561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.940838, loss@max: 1.353044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.944224, loss@max: 1.351139, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.941861, loss@max: 1.352877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.941193, loss@max: 1.354897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.941353, loss@max: 1.355299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.942002, loss@max: 1.354294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.945080, loss@max: 1.351326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.949030, loss@max: 1.349531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.949582, loss@max: 1.349507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.949906, loss@max: 1.349047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.945942, loss@max: 1.353080, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.956762, loss@max: 1.363322, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.939985, loss@max: 1.361598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.950254, loss@max: 1.358385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.948127, loss@max: 1.350736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.947353, loss@max: 1.351690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.948273, loss@max: 1.350736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.948203, loss@max: 1.351129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.946720, loss@max: 1.351985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.941733, loss@max: 1.358627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.944642, loss@max: 1.354826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.950693, loss@max: 1.355878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.943753, loss@max: 1.355680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.944606, loss@max: 1.355187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.948631, loss@max: 1.353900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.946008, loss@max: 1.353519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.947626, loss@max: 1.352354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.943576, loss@max: 1.357028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.939866, loss@max: 1.360421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.940844, loss@max: 1.359203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.945361, loss@max: 1.355028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 1.034856, loss@max: 1.375766, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.956303, loss@max: 1.358965, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 100, loss@min: 0.948366, loss@max: 1.352186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.882103, LT: 0.883600, Top1S: 88.113594, Top1T: 88.032455Best acc: 88.113594 Train:epoch: 101, loss@min: 0.949840, loss@max: 1.350905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.883691, LT: 0.885320, Top1S: 88.154160, Top1T: 88.073021Best acc: 88.154160 Train:epoch: 102, loss@min: 0.946771, loss@max: 1.353935, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 14:52:03 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.054004, loss@max: 2.321690, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 2, loss@min: 0.942663, loss@max: 2.078395, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 3, loss@min: 1.209111, loss@max: 1.520129, Top1S acc: 100.000000, Top1T acc: 95.500000 Train:epoch: 4, loss@min: 1.214943, loss@max: 1.247497, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 5, loss@min: 1.168306, loss@max: 1.159056, Top1S acc: 100.000000, Top1T acc: 98.500000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 14:52:49 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.055266, loss@max: 2.333001, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 2, loss@min: 0.943283, loss@max: 2.087626, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 3, loss@min: 1.214586, loss@max: 1.526141, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 1.221722, loss@max: 1.252766, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 5, loss@min: 1.174405, loss@max: 1.165586, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 6, loss@min: 1.146139, loss@max: 1.268799, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 7, loss@min: 1.089001, loss@max: 1.234585, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 8, loss@min: 1.034826, loss@max: 1.227413, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 9, loss@min: 0.955764, loss@max: 1.306072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.941633, loss@max: 1.383751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.031634, loss@max: 1.414800, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.835270, loss@max: 1.473142, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 13, loss@min: 0.826536, loss@max: 1.469183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.929461, loss@max: 1.412490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.925529, loss@max: 1.341128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.020043, loss@max: 1.288186, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 17, loss@min: 1.050844, loss@max: 1.314296, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 18, loss@min: 1.064519, loss@max: 1.287276, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 19, loss@min: 0.974241, loss@max: 1.323385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.971982, loss@max: 1.350627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.964249, loss@max: 1.404067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.931104, loss@max: 1.417131, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.909772, loss@max: 1.413117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.958212, loss@max: 1.404665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.968506, loss@max: 1.371314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.976845, loss@max: 1.391634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.954250, loss@max: 1.416609, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.948717, loss@max: 1.410593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.930992, loss@max: 1.421111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.934771, loss@max: 1.447334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.976750, loss@max: 1.425089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.002904, loss@max: 1.408092, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.997465, loss@max: 1.378745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.016952, loss@max: 1.390858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.941442, loss@max: 1.476137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.970784, loss@max: 1.427577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.949574, loss@max: 1.469364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.963304, loss@max: 1.453222, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.989141, loss@max: 1.449201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.025497, loss@max: 1.402516, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.986675, loss@max: 1.425267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.953781, loss@max: 1.465686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.025850, loss@max: 1.467111, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.927413, loss@max: 1.508279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.022682, loss@max: 1.441280, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.955678, loss@max: 1.452947, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.979170, loss@max: 1.461140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.957952, loss@max: 1.472317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.982075, loss@max: 1.438423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.001832, loss@max: 1.412209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.022418, loss@max: 1.395853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.003036, loss@max: 1.450135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.938441, loss@max: 1.498380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.937729, loss@max: 1.489921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.954222, loss@max: 1.458592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.016101, loss@max: 1.449366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.999955, loss@max: 1.460111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.992445, loss@max: 1.456914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.967719, loss@max: 1.459466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.958178, loss@max: 1.470787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.953960, loss@max: 1.470198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.966118, loss@max: 1.461052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.970478, loss@max: 1.493025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.977111, loss@max: 1.467084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.996709, loss@max: 1.416374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.989456, loss@max: 1.430349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 1.003897, loss@max: 1.419458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.977330, loss@max: 1.429190, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.959007, loss@max: 1.458638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.950392, loss@max: 1.466537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.960889, loss@max: 1.468527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.949742, loss@max: 1.439391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.952134, loss@max: 1.449005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.956537, loss@max: 1.439149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.966931, loss@max: 1.444104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.970181, loss@max: 1.431853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.997374, loss@max: 1.398218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.985524, loss@max: 1.419264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.977843, loss@max: 1.416121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.967960, loss@max: 1.422580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.944245, loss@max: 1.441068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.936868, loss@max: 1.442641, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.943612, loss@max: 1.431932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.966444, loss@max: 1.403454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.969797, loss@max: 1.403570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.983488, loss@max: 1.392121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.968287, loss@max: 1.404270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.971689, loss@max: 1.416141, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.949233, loss@max: 1.407323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.943580, loss@max: 1.423186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.955355, loss@max: 1.412419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.957659, loss@max: 1.392740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.961723, loss@max: 1.390385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.968275, loss@max: 1.392986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.974808, loss@max: 1.391325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.966919, loss@max: 1.400534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.950468, loss@max: 1.412966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.970787, loss@max: 1.390369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.939698, loss@max: 1.411302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.936468, loss@max: 1.413212, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.466930, LT: 0.446302, Top1S: 88.843811, Top1T: 88.762680Best acc: 88.843811 Train:epoch: 101, loss@min: 0.959936, loss@max: 1.397624, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.465493, LT: 0.446905, Top1S: 88.722107, Top1T: 88.803246 Train:epoch: 102, loss@min: 0.939743, loss@max: 1.407020, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.464122, LT: 0.447635, Top1S: 88.762680, Top1T: 88.722107 Train:epoch: 103, loss@min: 0.953192, loss@max: 1.389321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.462831, LT: 0.448380, Top1S: 88.762680, Top1T: 88.803246 Train:epoch: 104, loss@min: 0.949356, loss@max: 1.411563, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.461742, LT: 0.449179, Top1S: 88.762680, Top1T: 88.762680 Train:epoch: 105, loss@min: 0.949231, loss@max: 1.392192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.461133, LT: 0.449786, Top1S: 88.843811, Top1T: 88.762680 Train:epoch: 106, loss@min: 0.931522, loss@max: 1.407967, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.461265, LT: 0.450265, Top1S: 88.965515, Top1T: 88.681541Best acc: 88.965515 Train:epoch: 107, loss@min: 0.958433, loss@max: 1.387703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.461107, LT: 0.450766, Top1S: 89.006088, Top1T: 88.681541Best acc: 89.006088 Train:epoch: 108, loss@min: 0.964533, loss@max: 1.370708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.461474, LT: 0.450496, Top1S: 89.006088, Top1T: 88.681541 Train:epoch: 109, loss@min: 0.968013, loss@max: 1.379447, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.462473, LT: 0.449898, Top1S: 88.884384, Top1T: 88.681541 Train:epoch: 110, loss@min: 0.981407, loss@max: 1.360792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.464124, LT: 0.449113, Top1S: 88.924950, Top1T: 88.843811 Train:epoch: 111, loss@min: 0.971001, loss@max: 1.370247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.465377, LT: 0.448373, Top1S: 88.924950, Top1T: 88.884384 Train:epoch: 112, loss@min: 0.966265, loss@max: 1.371656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.466307, LT: 0.447740, Top1S: 88.884384, Top1T: 88.884384 Train:epoch: 113, loss@min: 0.964365, loss@max: 1.367909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.466585, LT: 0.447466, Top1S: 88.884384, Top1T: 88.884384 Train:epoch: 114, loss@min: 0.959380, loss@max: 1.373788, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.466732, LT: 0.447388, Top1S: 88.884384, Top1T: 88.924950 Train:epoch: 115, loss@min: 0.943476, loss@max: 1.392178, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.466785, LT: 0.447363, Top1S: 88.884384, Top1T: 88.965515 Train:epoch: 116, loss@min: 0.947348, loss@max: 1.395990, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.466491, LT: 0.447514, Top1S: 88.884384, Top1T: 89.006088 Train:epoch: 117, loss@min: 0.939236, loss@max: 1.396394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.465718, LT: 0.448023, Top1S: 88.924950, Top1T: 89.006088 Train:epoch: 118, loss@min: 0.941856, loss@max: 1.390554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.464964, LT: 0.448662, Top1S: 88.924950, Top1T: 88.965515 Train:epoch: 119, loss@min: 0.939934, loss@max: 1.391834, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.464510, LT: 0.449028, Top1S: 88.924950, Top1T: 88.884384 Train:epoch: 120, loss@min: 0.939337, loss@max: 1.383335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.463912, LT: 0.449582, Top1S: 88.924950, Top1T: 88.884384 Train:epoch: 121, loss@min: 0.943430, loss@max: 1.390743, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.463577, LT: 0.449928, Top1S: 88.965515, Top1T: 88.843811 Train:epoch: 122, loss@min: 0.940774, loss@max: 1.383065, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.463418, LT: 0.450038, Top1S: 88.965515, Top1T: 88.884384 Train:epoch: 123, loss@min: 0.958278, loss@max: 1.374011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.463514, LT: 0.449952, Top1S: 88.965515, Top1T: 88.884384 Train:epoch: 124, loss@min: 0.952512, loss@max: 1.374569, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.463707, LT: 0.449863, Top1S: 88.965515, Top1T: 88.884384 Train:epoch: 125, loss@min: 0.958007, loss@max: 1.367213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.463794, LT: 0.449825, Top1S: 88.924950, Top1T: 88.884384 Train:epoch: 126, loss@min: 0.962666, loss@max: 1.367696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.464118, LT: 0.449646, Top1S: 88.884384, Top1T: 88.884384 Train:epoch: 127, loss@min: 0.953583, loss@max: 1.371943, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.464325, LT: 0.449560, Top1S: 88.924950, Top1T: 88.884384 Train:epoch: 128, loss@min: 0.956085, loss@max: 1.363148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.464659, LT: 0.449363, Top1S: 88.924950, Top1T: 88.884384 Train:epoch: 129, loss@min: 0.949346, loss@max: 1.375799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.464960, LT: 0.449199, Top1S: 88.924950, Top1T: 88.843811 Train:epoch: 130, loss@min: 0.966241, loss@max: 1.371844, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 130, LS: 0.465168, LT: 0.449107, Top1S: 88.924950, Top1T: 88.843811 Train:epoch: 131, loss@min: 0.960557, loss@max: 1.368934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.465255, LT: 0.449112, Top1S: 88.924950, Top1T: 88.843811 Train:epoch: 132, loss@min: 0.951152, loss@max: 1.371927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.465440, LT: 0.449042, Top1S: 88.924950, Top1T: 88.843811 Train:epoch: 133, loss@min: 0.952421, loss@max: 1.372683, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.465511, LT: 0.449035, Top1S: 88.924950, Top1T: 88.843811 Train:epoch: 134, loss@min: 0.954545, loss@max: 1.362251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.465598, LT: 0.449011, Top1S: 88.924950, Top1T: 88.884384 Train:epoch: 135, loss@min: 0.945750, loss@max: 1.382220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.465674, LT: 0.449012, Top1S: 88.924950, Top1T: 88.843811 Train:epoch: 136, loss@min: 0.949744, loss@max: 1.372556, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.465698, LT: 0.449067, Top1S: 88.965515, Top1T: 88.843811 Train:epoch: 137, loss@min: 0.937297, loss@max: 1.383616, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.465697, LT: 0.449129, Top1S: 88.965515, Top1T: 88.884384 Train:epoch: 138, loss@min: 0.946031, loss@max: 1.368311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.465703, LT: 0.449170, Top1S: 88.965515, Top1T: 88.884384 Train:epoch: 139, loss@min: 0.946061, loss@max: 1.385857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.465689, LT: 0.449231, Top1S: 88.965515, Top1T: 88.843811 Train:epoch: 140, loss@min: 0.959380, loss@max: 1.362853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.465695, LT: 0.449287, Top1S: 88.965515, Top1T: 88.843811 Train:epoch: 141, loss@min: 0.943938, loss@max: 1.374430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.465735, LT: 0.449310, Top1S: 88.965515, Top1T: 88.843811 Train:epoch: 142, loss@min: 0.962539, loss@max: 1.359920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.465752, LT: 0.449341, Top1S: 88.965515, Top1T: 88.803246 Train:epoch: 143, loss@min: 0.950845, loss@max: 1.370583, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.465752, LT: 0.449379, Top1S: 88.965515, Top1T: 88.803246 Train:epoch: 144, loss@min: 0.957453, loss@max: 1.362378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.465764, LT: 0.449392, Top1S: 88.965515, Top1T: 88.803246 Train:epoch: 145, loss@min: 0.955338, loss@max: 1.362393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.465780, LT: 0.449395, Top1S: 88.965515, Top1T: 88.803246 Train:epoch: 146, loss@min: 0.932381, loss@max: 1.385698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.465786, LT: 0.449401, Top1S: 88.965515, Top1T: 88.803246 Train:epoch: 147, loss@min: 0.961355, loss@max: 1.359973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.465792, LT: 0.449401, Top1S: 88.965515, Top1T: 88.803246 Train:epoch: 148, loss@min: 0.951011, loss@max: 1.366113, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.465795, LT: 0.449402, Top1S: 88.965515, Top1T: 88.803246 Train:epoch: 149, loss@min: 0.939752, loss@max: 1.378341, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.465795, LT: 0.449402, Top1S: 88.965515, Top1T: 88.803246 Train:epoch: 150, loss@min: 0.958070, loss@max: 1.364323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.465795, LT: 0.449402, Top1S: 88.965515, Top1T: 88.803246 ------------------------------------------- Thu Jan 18 15:19:53 2024 ------------------------------------------- {"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 15:49:48 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.045152, loss@max: 1.023274, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.799756, loss@max: 1.118623, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.595017, loss@max: 1.194553, Top1S acc: 100.000000, Top1T acc: 90.500000 Train:epoch: 4, loss@min: 1.355058, loss@max: 1.235824, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 5, loss@min: 1.169637, loss@max: 1.266550, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 6, loss@min: 1.126221, loss@max: 1.320321, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 7, loss@min: 1.004933, loss@max: 1.333121, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 0.966954, loss@max: 1.349291, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 9, loss@min: 0.885615, loss@max: 1.356613, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 10, loss@min: 0.881393, loss@max: 1.368254, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.014212, loss@max: 1.407305, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.917297, loss@max: 1.380337, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.853584, loss@max: 1.343746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.854771, loss@max: 1.318591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.879240, loss@max: 1.307770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.943668, loss@max: 1.304753, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.969258, loss@max: 1.294195, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 0.992794, loss@max: 1.288442, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.018472, loss@max: 1.274391, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 1.003063, loss@max: 1.270296, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 1.001453, loss@max: 1.269849, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 1.009178, loss@max: 1.264871, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 1.015169, loss@max: 1.269656, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 24, loss@min: 0.963338, loss@max: 1.254744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.981265, loss@max: 1.264366, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.978512, loss@max: 1.279047, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.991525, loss@max: 1.287486, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 28, loss@min: 0.987046, loss@max: 1.288661, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.949691, loss@max: 1.286059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.958656, loss@max: 1.307031, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.962286, loss@max: 1.320024, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.955057, loss@max: 1.327230, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.929532, loss@max: 1.322622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.947387, loss@max: 1.336720, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 35, loss@min: 0.944779, loss@max: 1.338575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.933775, loss@max: 1.335223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.944347, loss@max: 1.343631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.940357, loss@max: 1.338875, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.948044, loss@max: 1.342607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.966424, loss@max: 1.351973, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.933545, loss@max: 1.337696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.933690, loss@max: 1.342355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.028834, loss@max: 1.366911, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.945954, loss@max: 1.340238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.972001, loss@max: 1.350615, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.950344, loss@max: 1.346292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.943545, loss@max: 1.344440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.944576, loss@max: 1.344032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.942803, loss@max: 1.343792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.941009, loss@max: 1.348180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.947873, loss@max: 1.351688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.960781, loss@max: 1.357642, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.955754, loss@max: 1.351883, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.959061, loss@max: 1.352934, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.950094, loss@max: 1.347538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.952304, loss@max: 1.353720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.943547, loss@max: 1.348817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.981522, loss@max: 1.370164, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.944269, loss@max: 1.363897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.943528, loss@max: 1.359777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.956662, loss@max: 1.363230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.949398, loss@max: 1.359260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.948788, loss@max: 1.357629, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.957969, loss@max: 1.362949, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.945619, loss@max: 1.361625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947220, loss@max: 1.353831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.945055, loss@max: 1.360194, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.947811, loss@max: 1.362401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.944785, loss@max: 1.361890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955735, loss@max: 1.366962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.943192, loss@max: 1.361135, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.940205, loss@max: 1.360573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.956564, loss@max: 1.366535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.960347, loss@max: 1.365277, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.946319, loss@max: 1.362676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.957758, loss@max: 1.365895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.971778, loss@max: 1.370237, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 78, loss@min: 0.964517, loss@max: 1.368516, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.946239, loss@max: 1.366297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.966081, loss@max: 1.369318, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.944508, loss@max: 1.363994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.942376, loss@max: 1.361676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.942907, loss@max: 1.361308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.970992, loss@max: 1.365787, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.949067, loss@max: 1.355352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.947544, loss@max: 1.363941, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.950838, loss@max: 1.360841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.972770, loss@max: 1.374965, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.942293, loss@max: 1.362649, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.946634, loss@max: 1.365463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.951565, loss@max: 1.369466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.945532, loss@max: 1.361924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.946883, loss@max: 1.363169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.949338, loss@max: 1.371858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.942369, loss@max: 1.364379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.945589, loss@max: 1.361750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.953128, loss@max: 1.370460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.995550, loss@max: 1.374583, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.948628, loss@max: 1.365677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.947925, loss@max: 1.357695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.393196, LT: 0.391062, Top1S: 90.020287, Top1T: 90.101418Best acc: 90.101418 Train:epoch: 101, loss@min: 0.948626, loss@max: 1.361133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.393246, LT: 0.390825, Top1S: 90.020287, Top1T: 90.101418 Train:epoch: 102, loss@min: 0.947084, loss@max: 1.363139, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.393326, LT: 0.390700, Top1S: 90.020287, Top1T: 90.101418 Train:epoch: 103, loss@min: 0.948142, loss@max: 1.359414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.393410, LT: 0.390677, Top1S: 90.020287, Top1T: 90.101418 Train:epoch: 104, loss@min: 0.958513, loss@max: 1.369226, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.393346, LT: 0.390627, Top1S: 90.060852, Top1T: 90.141991Best acc: 90.141991 Train:epoch: 105, loss@min: 0.948525, loss@max: 1.366192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.393286, LT: 0.390658, Top1S: 90.060852, Top1T: 90.182556Best acc: 90.182556 Train:epoch: 106, loss@min: 0.945206, loss@max: 1.364975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.393270, LT: 0.390792, Top1S: 90.101418, Top1T: 90.182556 Train:epoch: 107, loss@min: 0.943668, loss@max: 1.364028, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.393236, LT: 0.390941, Top1S: 90.141991, Top1T: 90.182556 Train:epoch: 108, loss@min: 0.941240, loss@max: 1.362384, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.393143, LT: 0.391048, Top1S: 90.141991, Top1T: 90.182556 Train:epoch: 109, loss@min: 0.952088, loss@max: 1.374957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.393048, LT: 0.391145, Top1S: 90.141991, Top1T: 90.182556 Train:epoch: 110, loss@min: 0.952562, loss@max: 1.369964, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.393107, LT: 0.391365, Top1S: 90.182556, Top1T: 90.223122Best acc: 90.223122 Train:epoch: 111, loss@min: 0.946726, loss@max: 1.362909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.393128, LT: 0.391523, Top1S: 90.182556, Top1T: 90.263695Best acc: 90.263695 Train:epoch: 112, loss@min: 0.944941, loss@max: 1.361251, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.393141, LT: 0.391667, Top1S: 90.182556, Top1T: 90.304260Best acc: 90.304260 Train:epoch: 113, loss@min: 0.944066, loss@max: 1.361038, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.393186, LT: 0.391780, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 114, loss@min: 0.947959, loss@max: 1.360606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.393229, LT: 0.391853, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 115, loss@min: 0.944529, loss@max: 1.362914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.393312, LT: 0.391918, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 116, loss@min: 0.963101, loss@max: 1.373189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.393245, LT: 0.391764, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 117, loss@min: 0.946713, loss@max: 1.361499, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.393213, LT: 0.391646, Top1S: 90.182556, Top1T: 90.263695 Train:epoch: 118, loss@min: 0.944365, loss@max: 1.365000, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.393191, LT: 0.391560, Top1S: 90.182556, Top1T: 90.263695 Train:epoch: 119, loss@min: 0.948471, loss@max: 1.363844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.393172, LT: 0.391493, Top1S: 90.223122, Top1T: 90.263695 Train:epoch: 120, loss@min: 0.946440, loss@max: 1.360710, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.393215, LT: 0.391465, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 121, loss@min: 0.946608, loss@max: 1.359504, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.393220, LT: 0.391435, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 122, loss@min: 0.945410, loss@max: 1.361792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.393219, LT: 0.391432, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 123, loss@min: 0.946419, loss@max: 1.369238, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 16:05:12 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.045139, loss@max: 1.023307, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.799720, loss@max: 1.118617, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.594860, loss@max: 1.194440, Top1S acc: 100.000000, Top1T acc: 90.500000 Train:epoch: 4, loss@min: 1.355226, loss@max: 1.235767, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 5, loss@min: 1.169947, loss@max: 1.266423, 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35, loss@min: 0.944899, loss@max: 1.337734, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.934232, loss@max: 1.334805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.945006, loss@max: 1.343633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.940821, loss@max: 1.338743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.948854, loss@max: 1.342626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.966124, loss@max: 1.351664, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.934007, loss@max: 1.337400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.933715, loss@max: 1.342326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.028172, loss@max: 1.366547, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.946209, loss@max: 1.339979, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.972559, loss@max: 1.350249, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.950401, loss@max: 1.345772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.943915, loss@max: 1.343946, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.944873, loss@max: 1.343876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.943144, loss@max: 1.343509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.941215, loss@max: 1.348040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.947535, loss@max: 1.351436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.961161, loss@max: 1.357548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.956044, loss@max: 1.351894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.959069, loss@max: 1.352304, Top1S acc: 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1.362370, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.946458, loss@max: 1.360870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947459, loss@max: 1.353475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.945244, loss@max: 1.359759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.947309, loss@max: 1.361646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.944856, loss@max: 1.361396, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955945, loss@max: 1.366878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.943551, loss@max: 1.361058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.940495, loss@max: 1.360221, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.958099, loss@max: 1.366664, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.961772, loss@max: 1.365759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.946395, loss@max: 1.361969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.957102, loss@max: 1.365126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.969815, loss@max: 1.369234, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 78, loss@min: 0.964302, loss@max: 1.367752, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.947180, loss@max: 1.365587, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.966407, loss@max: 1.368931, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.944748, loss@max: 1.363922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.942383, loss@max: 1.361626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.943085, loss@max: 1.361167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.971896, loss@max: 1.365292, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.949277, loss@max: 1.355008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.948313, loss@max: 1.363257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.952435, loss@max: 1.361367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.972787, loss@max: 1.374546, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.943169, loss@max: 1.361700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.947176, loss@max: 1.364752, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.952542, loss@max: 1.368815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.946031, loss@max: 1.361643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.948347, loss@max: 1.363081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.949985, loss@max: 1.371205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.942915, loss@max: 1.363786, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.945877, loss@max: 1.361227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.953448, loss@max: 1.369877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.996718, loss@max: 1.374317, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.948905, loss@max: 1.365127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.948046, loss@max: 1.357652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.390843, LT: 0.388754, Top1S: 90.060852, Top1T: 90.141991Best acc: 90.141991 Train:epoch: 101, loss@min: 0.948686, loss@max: 1.361066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.390902, LT: 0.388563, Top1S: 90.060852, Top1T: 90.101418 Train:epoch: 102, loss@min: 0.947221, loss@max: 1.363115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.390984, LT: 0.388483, Top1S: 90.060852, Top1T: 90.101418 Train:epoch: 103, loss@min: 0.947984, loss@max: 1.359289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.391075, LT: 0.388507, Top1S: 90.060852, Top1T: 90.101418 Train:epoch: 104, loss@min: 0.959792, loss@max: 1.369083, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.391017, LT: 0.388489, Top1S: 90.060852, Top1T: 90.182556Best acc: 90.182556 Train:epoch: 105, loss@min: 0.948846, loss@max: 1.365777, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.390965, LT: 0.388540, Top1S: 90.060852, Top1T: 90.182556 Train:epoch: 106, loss@min: 0.945533, loss@max: 1.364548, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.390949, LT: 0.388674, Top1S: 90.060852, Top1T: 90.141991 Train:epoch: 107, loss@min: 0.943977, loss@max: 1.363590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.390923, LT: 0.388823, Top1S: 90.060852, Top1T: 90.141991 Train:epoch: 108, loss@min: 0.941777, loss@max: 1.361855, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.390849, LT: 0.388928, Top1S: 90.060852, Top1T: 90.141991 Train:epoch: 109, loss@min: 0.953362, loss@max: 1.374181, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.390767, LT: 0.389012, Top1S: 90.101418, Top1T: 90.141991 Train:epoch: 110, loss@min: 0.953677, loss@max: 1.369588, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.390839, LT: 0.389214, Top1S: 90.101418, Top1T: 90.223122Best acc: 90.223122 Train:epoch: 111, loss@min: 0.947228, loss@max: 1.362571, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.390875, LT: 0.389357, Top1S: 90.101418, Top1T: 90.304260Best acc: 90.304260 Train:epoch: 112, loss@min: 0.945521, loss@max: 1.360479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.390905, LT: 0.389484, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 113, loss@min: 0.944555, loss@max: 1.360505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.390965, LT: 0.389586, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 114, loss@min: 0.948487, loss@max: 1.360127, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.391019, LT: 0.389649, Top1S: 90.182556, Top1T: 90.385399Best acc: 90.385399 Train:epoch: 115, loss@min: 0.944957, loss@max: 1.362471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.391107, LT: 0.389707, Top1S: 90.223122, Top1T: 90.385399 Train:epoch: 116, loss@min: 0.964226, loss@max: 1.373237, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.391030, LT: 0.389541, Top1S: 90.223122, Top1T: 90.385399 Train:epoch: 117, loss@min: 0.947016, loss@max: 1.361151, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.390988, LT: 0.389421, Top1S: 90.223122, Top1T: 90.344826 Train:epoch: 118, loss@min: 0.944987, loss@max: 1.364823, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.390946, LT: 0.389324, Top1S: 90.223122, Top1T: 90.344826 Train:epoch: 119, loss@min: 0.948848, loss@max: 1.363599, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.390909, LT: 0.389251, Top1S: 90.223122, Top1T: 90.385399 Train:epoch: 120, loss@min: 0.946532, loss@max: 1.360430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.390934, LT: 0.389218, Top1S: 90.223122, Top1T: 90.385399 Train:epoch: 121, loss@min: 0.946615, loss@max: 1.359376, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.390927, LT: 0.389185, Top1S: 90.223122, Top1T: 90.385399 Train:epoch: 122, loss@min: 0.945716, loss@max: 1.361459, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.390918, LT: 0.389181, Top1S: 90.223122, Top1T: 90.385399 Train:epoch: 123, loss@min: 0.947073, loss@max: 1.368644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.390932, LT: 0.389196, Top1S: 90.223122, Top1T: 90.344826 Train:epoch: 124, loss@min: 0.943910, loss@max: 1.363789, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.390967, LT: 0.389229, Top1S: 90.223122, Top1T: 90.385399 Train:epoch: 125, loss@min: 0.943890, loss@max: 1.360432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.390981, LT: 0.389249, Top1S: 90.223122, Top1T: 90.385399 Train:epoch: 126, loss@min: 0.947545, loss@max: 1.366175, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.390993, LT: 0.389261, Top1S: 90.223122, Top1T: 90.385399 Train:epoch: 127, loss@min: 0.949411, loss@max: 1.365506, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.391015, LT: 0.389274, Top1S: 90.223122, Top1T: 90.385399 Train:epoch: 128, loss@min: 0.944954, loss@max: 1.359132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.391030, LT: 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0.391354, LT: 0.389430, Top1S: 90.182556, Top1T: 90.344826 Train:epoch: 140, loss@min: 0.946819, loss@max: 1.363653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.391380, LT: 0.389445, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 141, loss@min: 0.946061, loss@max: 1.362632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.391400, LT: 0.389457, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 142, loss@min: 0.949932, loss@max: 1.366745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.391412, LT: 0.389465, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 143, loss@min: 0.944858, loss@max: 1.366779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.391423, LT: 0.389470, Top1S: 90.182556, Top1T: 90.304260 Train:epoch: 144, loss@min: 0.943722, loss@max: 1.361703, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 16:29:59 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.045069, loss@max: 1.023286, Top1S acc: 100.000000, Top1T acc: 87.000000 Train:epoch: 2, loss@min: 1.799629, loss@max: 1.118560, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 3, loss@min: 1.594706, loss@max: 1.194323, Top1S acc: 100.000000, Top1T acc: 90.500000 Train:epoch: 4, loss@min: 1.355499, loss@max: 1.235647, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 5, loss@min: 1.170453, loss@max: 1.266268, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 6, loss@min: 1.126508, loss@max: 1.319641, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 7, loss@min: 1.005723, loss@max: 1.332367, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 0.968428, loss@max: 1.348677, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.886886, loss@max: 1.355935, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 10, loss@min: 0.881400, loss@max: 1.367255, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.014774, loss@max: 1.406389, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.917866, loss@max: 1.379309, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.855005, loss@max: 1.342987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.856127, loss@max: 1.317924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.880824, loss@max: 1.307175, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.945057, loss@max: 1.304449, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.969392, loss@max: 1.293873, Top1S acc: 100.000000, Top1T acc: 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Top1T acc: 99.500000 Train:epoch: 28, loss@min: 0.987731, loss@max: 1.288355, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.950412, loss@max: 1.286011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.960623, loss@max: 1.307271, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 31, loss@min: 0.962680, loss@max: 1.319433, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.955924, loss@max: 1.326882, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.930505, loss@max: 1.321750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.949617, loss@max: 1.336073, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 35, loss@min: 0.945089, loss@max: 1.336745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.934737, loss@max: 1.334329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.945953, loss@max: 1.343698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.941533, loss@max: 1.338745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.949968, loss@max: 1.342756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.965765, loss@max: 1.351343, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.934579, loss@max: 1.337068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.933798, loss@max: 1.342387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.027474, loss@max: 1.366137, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.946450, loss@max: 1.339737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.973325, loss@max: 1.349902, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.950570, loss@max: 1.345228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.944386, loss@max: 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Train:epoch: 67, loss@min: 0.945360, loss@max: 1.359358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.946603, loss@max: 1.360819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.944880, loss@max: 1.360881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.955983, loss@max: 1.366684, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.943988, loss@max: 1.361019, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.940888, loss@max: 1.359748, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.959839, loss@max: 1.366787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.963684, loss@max: 1.366307, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.946556, loss@max: 1.361145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.956126, loss@max: 1.364138, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.966886, loss@max: 1.367930, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 78, loss@min: 0.964550, loss@max: 1.366822, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.948185, loss@max: 1.364755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.966693, loss@max: 1.368378, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.945066, loss@max: 1.364035, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.942167, loss@max: 1.361840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.943208, loss@max: 1.361066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.970422, loss@max: 1.364391, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.949436, loss@max: 1.354767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.949167, loss@max: 1.362626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.956138, loss@max: 1.362650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.972856, loss@max: 1.374424, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.944003, loss@max: 1.360708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.947973, loss@max: 1.364191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.953399, loss@max: 1.367983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.946532, loss@max: 1.361352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.949158, loss@max: 1.362515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.950919, loss@max: 1.370338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.943670, loss@max: 1.363021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.946176, loss@max: 1.360656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.953826, loss@max: 1.368999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.995911, loss@max: 1.373517, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.949046, loss@max: 1.364284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.948234, loss@max: 1.357505, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.386856, LT: 0.384736, Top1S: 90.141991, Top1T: 90.141991Best acc: 90.141991 Train:epoch: 101, loss@min: 0.948949, loss@max: 1.360902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.386923, LT: 0.384600, Top1S: 90.182556, Top1T: 90.182556Best acc: 90.182556 Train:epoch: 102, loss@min: 0.947492, loss@max: 1.362760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.387006, LT: 0.384574, Top1S: 90.182556, Top1T: 90.182556 Train:epoch: 103, loss@min: 0.947871, loss@max: 1.358769, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.387104, LT: 0.384653, Top1S: 90.223122, Top1T: 90.263695Best acc: 90.263695 Train:epoch: 104, loss@min: 0.961950, loss@max: 1.368561, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.387054, LT: 0.384669, Top1S: 90.263695, Top1T: 90.263695 Train:epoch: 105, loss@min: 0.949328, loss@max: 1.364859, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.387014, LT: 0.384751, Top1S: 90.263695, Top1T: 90.263695 Train:epoch: 106, loss@min: 0.946107, loss@max: 1.363829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.387012, LT: 0.384897, Top1S: 90.263695, Top1T: 90.263695 Train:epoch: 107, loss@min: 0.944571, loss@max: 1.362836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.387002, LT: 0.385054, Top1S: 90.263695, Top1T: 90.304260Best acc: 90.304260 Train:epoch: 108, loss@min: 0.942653, loss@max: 1.361037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.386959, LT: 0.385173, Top1S: 90.263695, Top1T: 90.304260 Train:epoch: 109, loss@min: 0.954338, loss@max: 1.372917, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.386906, LT: 0.385262, Top1S: 90.263695, Top1T: 90.385399Best acc: 90.385399 Train:epoch: 110, loss@min: 0.954227, loss@max: 1.368885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.387007, LT: 0.385468, Top1S: 90.263695, Top1T: 90.385399 Train:epoch: 111, loss@min: 0.947643, loss@max: 1.362368, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.387078, LT: 0.385616, Top1S: 90.304260, Top1T: 90.385399 Train:epoch: 112, loss@min: 0.945976, loss@max: 1.359858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.387148, LT: 0.385748, Top1S: 90.344826, Top1T: 90.304260 Train:epoch: 113, loss@min: 0.945095, loss@max: 1.359990, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.387243, LT: 0.385855, Top1S: 90.344826, Top1T: 90.304260 Train:epoch: 114, loss@min: 0.948937, loss@max: 1.359672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.387328, LT: 0.385927, Top1S: 90.344826, Top1T: 90.344826 Train:epoch: 115, loss@min: 0.945367, loss@max: 1.362041, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.387433, LT: 0.385992, Top1S: 90.344826, Top1T: 90.344826 Train:epoch: 116, loss@min: 0.964454, loss@max: 1.373033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.387363, LT: 0.385837, Top1S: 90.344826, Top1T: 90.385399 Train:epoch: 117, loss@min: 0.947416, loss@max: 1.360737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.387327, LT: 0.385735, Top1S: 90.344826, Top1T: 90.385399 Train:epoch: 118, loss@min: 0.945790, loss@max: 1.364473, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.387279, LT: 0.385648, Top1S: 90.344826, Top1T: 90.385399 Train:epoch: 119, loss@min: 0.949610, loss@max: 1.363300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.387238, LT: 0.385585, Top1S: 90.385399, Top1T: 90.425964Best acc: 90.425964 Train:epoch: 120, loss@min: 0.946692, loss@max: 1.360161, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.387254, LT: 0.385561, Top1S: 90.385399, Top1T: 90.385399 Train:epoch: 121, loss@min: 0.946805, loss@max: 1.359177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.387244, LT: 0.385536, Top1S: 90.385399, Top1T: 90.385399 Train:epoch: 122, loss@min: 0.946194, loss@max: 1.360936, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.387235, LT: 0.385541, Top1S: 90.385399, Top1T: 90.385399 Train:epoch: 123, loss@min: 0.948169, loss@max: 1.367883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.387248, LT: 0.385560, Top1S: 90.385399, Top1T: 90.385399 Train:epoch: 124, loss@min: 0.944772, loss@max: 1.362674, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.387279, LT: 0.385595, Top1S: 90.385399, Top1T: 90.385399 Train:epoch: 125, loss@min: 0.944451, loss@max: 1.359903, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.387292, LT: 0.385617, Top1S: 90.344826, Top1T: 90.344826 Train:epoch: 126, loss@min: 0.948467, loss@max: 1.365515, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.387298, LT: 0.385631, Top1S: 90.344826, Top1T: 90.385399 Train:epoch: 127, loss@min: 0.949924, loss@max: 1.364779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.387316, LT: 0.385643, Top1S: 90.344826, Top1T: 90.385399 Train:epoch: 128, loss@min: 0.945574, loss@max: 1.358527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.387328, LT: 0.385653, Top1S: 90.344826, Top1T: 90.385399 Train:epoch: 129, loss@min: 0.946850, loss@max: 1.362468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.387347, LT: 0.385663, Top1S: 90.344826, Top1T: 90.425964 Train:epoch: 130, loss@min: 0.970051, loss@max: 1.369562, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 130, LS: 0.387365, LT: 0.385675, Top1S: 90.385399, Top1T: 90.425964 Train:epoch: 131, loss@min: 0.978486, loss@max: 1.374396, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 131, LS: 0.387385, LT: 0.385681, Top1S: 90.344826, Top1T: 90.425964 Train:epoch: 132, loss@min: 0.948365, loss@max: 1.363705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.387417, LT: 0.385699, Top1S: 90.344826, Top1T: 90.425964 Train:epoch: 133, loss@min: 0.957741, loss@max: 1.364649, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 133, LS: 0.387457, LT: 0.385727, Top1S: 90.344826, Top1T: 90.425964 Train:epoch: 134, loss@min: 0.947076, loss@max: 1.361852, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.387498, LT: 0.385743, Top1S: 90.344826, Top1T: 90.385399 Train:epoch: 135, loss@min: 0.945504, loss@max: 1.363849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.387530, LT: 0.385757, Top1S: 90.344826, Top1T: 90.385399 Train:epoch: 136, loss@min: 0.948205, loss@max: 1.359653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.387563, LT: 0.385769, Top1S: 90.304260, Top1T: 90.385399 Train:epoch: 137, loss@min: 0.944661, loss@max: 1.361145, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.387587, LT: 0.385779, Top1S: 90.304260, Top1T: 90.385399 Train:epoch: 138, loss@min: 0.943897, loss@max: 1.361348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.387610, LT: 0.385787, Top1S: 90.304260, Top1T: 90.385399 Train:epoch: 139, loss@min: 0.952367, loss@max: 1.366949, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.387632, LT: 0.385796, Top1S: 90.304260, Top1T: 90.385399 Train:epoch: 140, loss@min: 0.947284, loss@max: 1.363386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.387657, LT: 0.385810, Top1S: 90.304260, Top1T: 90.385399 Train:epoch: 141, loss@min: 0.946668, loss@max: 1.361817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.387676, LT: 0.385821, Top1S: 90.304260, Top1T: 90.385399 Train:epoch: 142, loss@min: 0.950478, loss@max: 1.366718, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.387687, LT: 0.385828, Top1S: 90.304260, Top1T: 90.385399 Train:epoch: 143, loss@min: 0.945653, loss@max: 1.366354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.387697, LT: 0.385832, Top1S: 90.304260, Top1T: 90.385399 Train:epoch: 144, loss@min: 0.944097, loss@max: 1.361209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.387706, LT: 0.385837, Top1S: 90.304260, Top1T: 90.385399{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 16:55:32 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.402423, loss@max: 0.993989, Top1S acc: 100.000000, Top1T acc: 85.500000 Train:epoch: 2, loss@min: 2.337758, loss@max: 1.027457, Top1S acc: 100.000000, Top1T acc: 83.000000 Train:epoch: 3, loss@min: 2.396002, loss@max: 1.083696, Top1S acc: 100.000000, Top1T acc: 84.000000 Train:epoch: 4, loss@min: 2.265168, loss@max: 1.091772, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 5, loss@min: 2.057920, loss@max: 1.080297, Top1S acc: 100.000000, Top1T acc: 85.500000 Train:epoch: 6, loss@min: 2.124206, loss@max: 1.133427, Top1S acc: 100.000000, Top1T acc: 83.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 16:58:50 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.146015, loss@max: 1.017287, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 2, loss@min: 1.930200, loss@max: 1.097618, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 3, loss@min: 1.790207, loss@max: 1.176153, Top1S acc: 100.000000, Top1T acc: 88.500000 Train:epoch: 4, loss@min: 1.565230, loss@max: 1.217285, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 5, loss@min: 1.356888, loss@max: 1.240506, Top1S acc: 100.000000, Top1T acc: 93.500000 Train:epoch: 6, loss@min: 1.342053, loss@max: 1.302803, Top1S acc: 100.000000, Top1T acc: 91.500000 Train:epoch: 7, loss@min: 1.188019, loss@max: 1.311599, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 8, loss@min: 1.125716, loss@max: 1.323915, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 9, loss@min: 1.040220, loss@max: 1.332770, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 10, loss@min: 1.036790, loss@max: 1.346992, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 11, loss@min: 1.156653, loss@max: 1.397062, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 12, loss@min: 1.081734, loss@max: 1.390086, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 13, loss@min: 0.945466, loss@max: 1.352545, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 14, loss@min: 0.926557, loss@max: 1.343336, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 15, loss@min: 0.930631, loss@max: 1.344285, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 16, loss@min: 1.028429, loss@max: 1.362888, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 17, loss@min: 1.008607, loss@max: 1.356139, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.080426, loss@max: 1.367069, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 19, loss@min: 1.057177, loss@max: 1.335198, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 20, loss@min: 1.064296, loss@max: 1.333505, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 21, loss@min: 1.058775, loss@max: 1.326321, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 22, loss@min: 1.058718, loss@max: 1.314031, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 1.079005, loss@max: 1.319187, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 24, loss@min: 1.003816, loss@max: 1.290223, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.032588, loss@max: 1.291438, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 1.042510, loss@max: 1.310471, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 27, loss@min: 1.068630, loss@max: 1.312292, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 28, loss@min: 1.043082, loss@max: 1.305623, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 1.000261, loss@max: 1.298742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.031111, loss@max: 1.322996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.032369, loss@max: 1.328682, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 32, loss@min: 1.027124, loss@max: 1.336936, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 33, loss@min: 0.991648, loss@max: 1.323688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.016286, loss@max: 1.342503, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 35, loss@min: 1.010217, loss@max: 1.348228, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 36, loss@min: 0.991374, loss@max: 1.352920, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 37, loss@min: 1.012191, loss@max: 1.363148, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 38, loss@min: 0.987748, loss@max: 1.357017, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 39, loss@min: 1.000044, loss@max: 1.363981, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 40, loss@min: 1.013664, loss@max: 1.369632, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 41, loss@min: 0.952085, loss@max: 1.355024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.966597, loss@max: 1.356519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.070852, loss@max: 1.389413, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 44, loss@min: 0.980491, loss@max: 1.364613, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 45, loss@min: 1.010725, loss@max: 1.386317, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 46, loss@min: 0.992169, loss@max: 1.381876, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 47, loss@min: 0.970412, loss@max: 1.363795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.971004, loss@max: 1.364771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.967513, loss@max: 1.364882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.965318, loss@max: 1.367376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.987934, loss@max: 1.380310, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 52, loss@min: 1.041028, loss@max: 1.397705, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 53, loss@min: 1.002310, loss@max: 1.382598, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 1.013539, loss@max: 1.389359, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 55, loss@min: 0.971989, loss@max: 1.371230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.975402, loss@max: 1.376300, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 57, loss@min: 0.955986, loss@max: 1.366746, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.028033, loss@max: 1.387064, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.989747, loss@max: 1.385136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.981024, loss@max: 1.380097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.993424, loss@max: 1.379567, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.980710, loss@max: 1.381676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.972317, loss@max: 1.380771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.987849, loss@max: 1.389124, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.978302, loss@max: 1.376960, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 66, loss@min: 0.966466, loss@max: 1.373931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.971719, loss@max: 1.382891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.978325, loss@max: 1.375343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.976027, loss@max: 1.381723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.020755, loss@max: 1.390254, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 71, loss@min: 0.982787, loss@max: 1.374912, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.958353, loss@max: 1.371206, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.989178, loss@max: 1.394327, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 74, loss@min: 1.003325, loss@max: 1.383888, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 75, loss@min: 0.965208, loss@max: 1.382349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.979838, loss@max: 1.389828, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 77, loss@min: 1.027208, loss@max: 1.411937, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 78, loss@min: 1.013810, loss@max: 1.394351, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 79, loss@min: 0.974533, loss@max: 1.388149, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 80, loss@min: 1.000276, loss@max: 1.386827, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.976205, loss@max: 1.383018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.960059, loss@max: 1.378052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.960064, loss@max: 1.377035, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.996397, loss@max: 1.377672, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.965124, loss@max: 1.371842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.984855, loss@max: 1.382720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.980851, loss@max: 1.384314, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 88, loss@min: 1.031381, loss@max: 1.408524, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 89, loss@min: 0.961261, loss@max: 1.378431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.967942, loss@max: 1.378960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.990792, loss@max: 1.386697, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 92, loss@min: 0.967211, loss@max: 1.377089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.970006, loss@max: 1.373983, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 94, loss@min: 1.003752, loss@max: 1.392445, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 95, loss@min: 0.963079, loss@max: 1.380422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.970951, loss@max: 1.377637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.997871, loss@max: 1.395887, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 98, loss@min: 1.017339, loss@max: 1.388102, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.975810, loss@max: 1.382084, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.966876, loss@max: 1.374075, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.374348, LT: 0.373657, Top1S: 89.492905, Top1T: 89.533470Best acc: 89.533470 Train:epoch: 101, loss@min: 0.975748, loss@max: 1.383149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.374214, LT: 0.373580, Top1S: 89.533470, Top1T: 89.533470 Train:epoch: 102, loss@min: 0.969154, loss@max: 1.382603, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.374197, LT: 0.373536, Top1S: 89.533470, Top1T: 89.533470 Train:epoch: 103, loss@min: 0.965209, loss@max: 1.370409, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.374298, LT: 0.373560, Top1S: 89.533470, Top1T: 89.533470 Train:epoch: 104, loss@min: 0.981297, loss@max: 1.378150, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.374417, LT: 0.373614, Top1S: 89.533470, Top1T: 89.574036Best acc: 89.574036 Train:epoch: 105, loss@min: 0.984993, loss@max: 1.378923, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 105, LS: 0.374516, LT: 0.373680, Top1S: 89.533470, Top1T: 89.574036 Train:epoch: 106, loss@min: 0.969460, loss@max: 1.384705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.374650, LT: 0.373776, Top1S: 89.533470, Top1T: 89.574036 Train:epoch: 107, loss@min: 0.972224, loss@max: 1.379173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.374760, LT: 0.373861, Top1S: 89.533470, Top1T: 89.614601Best acc: 89.614601 Train:epoch: 108, loss@min: 0.961480, loss@max: 1.367636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.374822, LT: 0.373879, Top1S: 89.533470, Top1T: 89.655174Best acc: 89.655174 Train:epoch: 109, loss@min: 1.006757, loss@max: 1.391977, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 109, LS: 0.374824, LT: 0.373876, Top1S: 89.533470, Top1T: 89.736305Best acc: 89.736305 Train:epoch: 110, loss@min: 0.977912, loss@max: 1.379748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.374934, LT: 0.373995, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 111, loss@min: 0.981364, loss@max: 1.374435, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.375027, LT: 0.374076, Top1S: 89.452332, Top1T: 89.736305 Train:epoch: 112, loss@min: 0.963459, loss@max: 1.374452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.375049, LT: 0.374150, Top1S: 89.492905, Top1T: 89.736305 Train:epoch: 113, loss@min: 0.967704, loss@max: 1.366133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.375118, LT: 0.374233, Top1S: 89.492905, Top1T: 89.736305 Train:epoch: 114, loss@min: 0.966473, loss@max: 1.373387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.375110, LT: 0.374303, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 115, loss@min: 0.966042, loss@max: 1.375203, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.375097, LT: 0.374368, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 116, loss@min: 1.008242, loss@max: 1.400560, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 116, LS: 0.374967, LT: 0.374300, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 117, loss@min: 0.963288, loss@max: 1.376132, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.374826, LT: 0.374265, Top1S: 89.492905, Top1T: 89.695740 Train:epoch: 118, loss@min: 0.970829, loss@max: 1.381392, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.374708, LT: 0.374254, Top1S: 89.533470, Top1T: 89.695740 Train:epoch: 119, loss@min: 0.981630, loss@max: 1.383794, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 119, LS: 0.374589, LT: 0.374229, Top1S: 89.533470, Top1T: 89.655174 Train:epoch: 120, loss@min: 0.967818, loss@max: 1.373436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.374540, LT: 0.374241, Top1S: 89.533470, Top1T: 89.655174 Train:epoch: 121, loss@min: 0.962823, loss@max: 1.375398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.374496, LT: 0.374251, Top1S: 89.533470, Top1T: 89.655174 Train:epoch: 122, loss@min: 0.960701, loss@max: 1.376553, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.374452, LT: 0.374264, Top1S: 89.533470, Top1T: 89.655174 Train:epoch: 123, loss@min: 0.980383, loss@max: 1.392238, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 123, LS: 0.374454, LT: 0.374296, Top1S: 89.533470, Top1T: 89.655174 Train:epoch: 124, loss@min: 0.968698, loss@max: 1.373891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.374487, LT: 0.374334, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 125, loss@min: 0.965564, loss@max: 1.375480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.374485, LT: 0.374338, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 126, loss@min: 0.973635, loss@max: 1.387247, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.374483, LT: 0.374329, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 127, loss@min: 0.968468, loss@max: 1.376233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.374532, LT: 0.374335, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 128, loss@min: 0.960734, loss@max: 1.369708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.374589, LT: 0.374335, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 129, loss@min: 0.970875, loss@max: 1.376185, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.374655, LT: 0.374346, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 130, loss@min: 0.987431, loss@max: 1.385490, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 130, LS: 0.374706, LT: 0.374370, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 131, loss@min: 1.051461, loss@max: 1.404009, Top1S acc: 100.000000, Top1T acc: 98.500000 Test:epoch: 131, LS: 0.374767, LT: 0.374391, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 132, loss@min: 0.975422, loss@max: 1.382739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.374842, LT: 0.374420, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 133, loss@min: 0.981728, loss@max: 1.380879, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 133, LS: 0.374909, LT: 0.374446, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 134, loss@min: 0.978298, loss@max: 1.377717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.374962, LT: 0.374462, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 135, loss@min: 0.966388, loss@max: 1.379904, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.375008, LT: 0.374476, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 136, loss@min: 0.967324, loss@max: 1.374219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.375057, LT: 0.374491, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 137, loss@min: 0.961191, loss@max: 1.371858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.375094, LT: 0.374499, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 138, loss@min: 0.962850, loss@max: 1.369298, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.375132, LT: 0.374509, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 139, loss@min: 0.980363, loss@max: 1.386655, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 139, LS: 0.375168, LT: 0.374521, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 140, loss@min: 0.974292, loss@max: 1.380690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.375204, LT: 0.374531, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 141, loss@min: 0.970116, loss@max: 1.379525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.375225, LT: 0.374537, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 142, loss@min: 0.993365, loss@max: 1.387429, Top1S acc: 100.000000, Top1T acc: 99.000000 Test:epoch: 142, LS: 0.375235, LT: 0.374540, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 143, loss@min: 0.966807, loss@max: 1.385397, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.375245, LT: 0.374544, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 144, loss@min: 0.962639, loss@max: 1.369507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.375253, LT: 0.374548, Top1S: 89.492905, Top1T: 89.655174 Train:epoch: 145, loss@min: 0.963305, loss@max: 1.376022, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 17:24:34 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.730628, loss@max: 1.188621, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 2, loss@min: 1.862415, loss@max: 1.117696, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.241113, loss@max: 1.085366, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 4, loss@min: 1.094151, loss@max: 1.146907, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 5, loss@min: 1.042331, loss@max: 1.212703, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 6, loss@min: 0.937471, loss@max: 1.240775, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 7, loss@min: 0.840001, loss@max: 1.253199, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 8, loss@min: 0.956105, loss@max: 1.300146, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.789944, loss@max: 1.277316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.807717, loss@max: 1.297114, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 11, loss@min: 1.007388, loss@max: 1.352873, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 12, loss@min: 0.817683, loss@max: 1.297950, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 13, loss@min: 0.821199, loss@max: 1.285574, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.863347, loss@max: 1.274067, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 15, loss@min: 0.911499, loss@max: 1.273356, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 16, loss@min: 0.891872, loss@max: 1.260738, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 17, loss@min: 0.946153, loss@max: 1.265965, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 18, loss@min: 0.909988, loss@max: 1.243028, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 19, loss@min: 0.921369, loss@max: 1.237513, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 20, loss@min: 0.941533, loss@max: 1.241642, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 0.998623, loss@max: 1.245143, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 0.955235, loss@max: 1.233103, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 0.948823, loss@max: 1.226089, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.944449, loss@max: 1.236833, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.947003, loss@max: 1.241906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.945705, loss@max: 1.255805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.943902, loss@max: 1.264320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.960188, loss@max: 1.270225, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.937705, loss@max: 1.274931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.934409, loss@max: 1.281829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.938503, loss@max: 1.304613, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.935463, loss@max: 1.313047, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.925575, loss@max: 1.306229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.924876, loss@max: 1.310151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.927044, loss@max: 1.314717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.925711, loss@max: 1.317729, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.958328, loss@max: 1.334034, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 38, loss@min: 0.925017, loss@max: 1.328058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.930053, loss@max: 1.339066, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 40, loss@min: 0.926995, loss@max: 1.335210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.923421, loss@max: 1.336625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.934063, loss@max: 1.327849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.021967, loss@max: 1.346424, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.938896, loss@max: 1.327234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.936052, loss@max: 1.336756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.933841, loss@max: 1.339021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.939273, loss@max: 1.342217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.940139, loss@max: 1.339240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.941940, loss@max: 1.334580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.943744, loss@max: 1.333957, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.946307, loss@max: 1.335001, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.943481, loss@max: 1.337567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.939923, loss@max: 1.344660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.945012, loss@max: 1.348716, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.942873, loss@max: 1.343133, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.940796, loss@max: 1.345424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.940971, loss@max: 1.345852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.944607, loss@max: 1.343055, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.941329, loss@max: 1.347951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.941893, loss@max: 1.347732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.980102, loss@max: 1.358012, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.941575, loss@max: 1.349793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.938581, loss@max: 1.353308, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.939151, loss@max: 1.353744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.934706, loss@max: 1.358976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.941546, loss@max: 1.352240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.939854, loss@max: 1.355699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.949017, loss@max: 1.346988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.944878, loss@max: 1.349892, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.944238, loss@max: 1.351991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.939708, loss@max: 1.356411, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.935828, loss@max: 1.360986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.939665, loss@max: 1.358509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.942826, loss@max: 1.354580, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.947750, loss@max: 1.358176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.944781, loss@max: 1.353474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.946964, loss@max: 1.351035, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.948913, loss@max: 1.359866, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.939471, loss@max: 1.359460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.946272, loss@max: 1.352653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.946814, loss@max: 1.351680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.944672, loss@max: 1.354044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.945934, loss@max: 1.353518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.942441, loss@max: 1.356566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.942971, loss@max: 1.355470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.938257, loss@max: 1.360956, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.944756, loss@max: 1.354811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.946857, loss@max: 1.356445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.940331, loss@max: 1.359288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.943206, loss@max: 1.357252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.946728, loss@max: 1.356299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.946618, loss@max: 1.353397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.947747, loss@max: 1.352193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.943802, loss@max: 1.356290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.940081, loss@max: 1.359971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.940869, loss@max: 1.358685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.941448, loss@max: 1.360519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.992317, loss@max: 1.373250, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.942051, loss@max: 1.359319, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.945638, loss@max: 1.354849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.713166, LT: 0.717364, Top1S: 89.168358, Top1T: 89.168358Best acc: 89.168358 Train:epoch: 101, loss@min: 0.947893, loss@max: 1.352148, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.712262, LT: 0.716696, Top1S: 89.168358, Top1T: 89.168358 Train:epoch: 102, loss@min: 0.942680, loss@max: 1.357700, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.712099, LT: 0.716684, Top1S: 89.249496, Top1T: 89.208923Best acc: 89.249496 Train:epoch: 103, loss@min: 0.947105, loss@max: 1.353562, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 17:31:43 2024 ------------------------------------------- Train:epoch: 1, loss@min: 93.396591, loss@max: 25.042114, Top1S acc: 100.000000, Top1T acc: 13.500000 Train:epoch: 2, loss@min: 43.096207, loss@max: 12.780024, Top1S acc: 100.000000, Top1T acc: 40.500000 Train:epoch: 3, loss@min: 19.925598, loss@max: 6.660800, Top1S acc: 100.000000, Top1T acc: 56.000000 Train:epoch: 4, loss@min: 19.445282, loss@max: 7.065415, Top1S acc: 100.000000, Top1T acc: 52.500000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 17:33:07 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.268912, loss@max: 0.945658, Top1S acc: 100.000000, Top1T acc: 86.500000 Train:epoch: 2, loss@min: 2.168485, loss@max: 0.952022, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 3, loss@min: 2.088737, loss@max: 0.962853, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 4, loss@min: 1.912163, loss@max: 0.949461, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 5, loss@min: 1.751382, loss@max: 0.938778, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 1.764116, loss@max: 0.975324, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 7, loss@min: 1.608609, loss@max: 0.961669, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 8, loss@min: 1.546417, loss@max: 0.974447, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 9, loss@min: 1.461681, loss@max: 0.980722, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 10, loss@min: 1.423448, loss@max: 0.993821, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 11, loss@min: 1.539629, loss@max: 1.058807, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.427965, loss@max: 1.056784, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 13, loss@min: 1.299776, loss@max: 1.040255, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 14, loss@min: 1.251950, loss@max: 1.052812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.233109, loss@max: 1.073177, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 16, loss@min: 1.286264, loss@max: 1.110758, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 17, loss@min: 1.270388, loss@max: 1.130912, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 18, loss@min: 1.281257, loss@max: 1.165175, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 19, loss@min: 1.255805, loss@max: 1.163791, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 20, loss@min: 1.226388, loss@max: 1.178851, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 21, loss@min: 1.193279, loss@max: 1.191743, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 1.187531, loss@max: 1.196470, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 1.173882, loss@max: 1.211450, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 24, loss@min: 1.096259, loss@max: 1.196844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.112135, loss@max: 1.214279, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 1.124393, loss@max: 1.240558, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 27, loss@min: 1.132338, loss@max: 1.247583, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 28, loss@min: 1.099515, loss@max: 1.247156, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 1.052830, loss@max: 1.240713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.075545, loss@max: 1.262387, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 31, loss@min: 1.075327, loss@max: 1.272502, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 32, loss@min: 1.081263, loss@max: 1.279071, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 33, loss@min: 1.031659, loss@max: 1.266340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.054766, loss@max: 1.286621, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 35, loss@min: 1.044163, loss@max: 1.290315, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 36, loss@min: 1.022725, loss@max: 1.295765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.040923, loss@max: 1.306645, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 38, loss@min: 1.018628, loss@max: 1.301709, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 39, loss@min: 1.027931, loss@max: 1.312553, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 40, loss@min: 1.043120, loss@max: 1.322458, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.992430, loss@max: 1.306120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.996034, loss@max: 1.313230, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.106806, loss@max: 1.348905, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 44, loss@min: 0.999843, loss@max: 1.323705, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 45, loss@min: 1.030125, loss@max: 1.342314, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 1.005271, loss@max: 1.339744, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 47, loss@min: 0.985163, loss@max: 1.332681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.982528, loss@max: 1.333799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.974631, loss@max: 1.333739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.973692, loss@max: 1.339432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.989821, loss@max: 1.351906, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 52, loss@min: 1.005718, loss@max: 1.364337, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 53, loss@min: 1.001158, loss@max: 1.358024, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.998857, loss@max: 1.359136, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 55, loss@min: 0.976241, loss@max: 1.348358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.973573, loss@max: 1.352907, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 57, loss@min: 0.961142, loss@max: 1.345650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.013594, loss@max: 1.369449, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.973695, loss@max: 1.363581, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.973004, loss@max: 1.360536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.986093, loss@max: 1.366421, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.970695, loss@max: 1.362699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.964076, loss@max: 1.360672, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.983891, loss@max: 1.366318, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.968632, loss@max: 1.361863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.960917, loss@max: 1.357521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.966198, loss@max: 1.364682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.966960, loss@max: 1.362371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.963253, loss@max: 1.367772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.978326, loss@max: 1.373991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.960100, loss@max: 1.362490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.954100, loss@max: 1.356234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.982878, loss@max: 1.375686, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 74, loss@min: 0.985831, loss@max: 1.373126, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 75, loss@min: 0.958588, loss@max: 1.365915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.973642, loss@max: 1.373432, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 77, loss@min: 0.991977, loss@max: 1.388071, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 78, loss@min: 0.989939, loss@max: 1.374895, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 79, loss@min: 0.963972, loss@max: 1.369043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.992082, loss@max: 1.375539, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.958647, loss@max: 1.368870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.951339, loss@max: 1.365765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.951337, loss@max: 1.363794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.988630, loss@max: 1.371584, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.951820, loss@max: 1.364070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.959620, loss@max: 1.374801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.961137, loss@max: 1.371802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.000722, loss@max: 1.389711, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.951336, loss@max: 1.365517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958439, loss@max: 1.367019, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.973388, loss@max: 1.375186, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 92, loss@min: 0.957636, loss@max: 1.365884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.959245, loss@max: 1.365312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.976742, loss@max: 1.380061, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 95, loss@min: 0.953666, loss@max: 1.368536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.953793, loss@max: 1.366753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.976286, loss@max: 1.380874, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 98, loss@min: 1.008594, loss@max: 1.380677, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.958451, loss@max: 1.372413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.951624, loss@max: 1.364745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.381008, LT: 0.379073, Top1S: 90.141991, Top1T: 90.223122Best acc: 90.223122 Train:epoch: 101, loss@min: 0.957034, loss@max: 1.367405, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.380970, LT: 0.379021, Top1S: 90.182556, Top1T: 90.263695Best acc: 90.263695 Train:epoch: 102, loss@min: 0.956744, loss@max: 1.369182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.380993, LT: 0.379031, Top1S: 90.141991, Top1T: 90.223122 Train:epoch: 103, loss@min: 0.955638, loss@max: 1.364814, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.381130, LT: 0.379158, Top1S: 90.141991, Top1T: 90.182556 Train:epoch: 104, loss@min: 0.978457, loss@max: 1.373184, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.381146, LT: 0.379165, Top1S: 90.141991, Top1T: 90.223122 Train:epoch: 105, loss@min: 0.961705, loss@max: 1.369400, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.381196, LT: 0.379209, Top1S: 90.141991, Top1T: 90.182556 Train:epoch: 106, loss@min: 0.959130, loss@max: 1.372019, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.381294, LT: 0.379300, Top1S: 90.101418, Top1T: 90.182556 Train:epoch: 107, loss@min: 0.952755, loss@max: 1.366280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.381386, LT: 0.379387, Top1S: 90.101418, Top1T: 90.182556 Train:epoch: 108, loss@min: 0.949511, loss@max: 1.361507, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.381438, LT: 0.379432, Top1S: 90.060852, Top1T: 90.182556{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 17:42:33 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.268913, loss@max: 0.945658, Top1S acc: 100.000000, Top1T acc: 86.500000 Train:epoch: 2, loss@min: 2.168485, loss@max: 0.952022, Top1S acc: 100.000000, Top1T acc: 86.000000 Train:epoch: 3, loss@min: 2.088737, loss@max: 0.962853, Top1S acc: 100.000000, Top1T acc: 88.000000 Train:epoch: 4, loss@min: 1.912162, loss@max: 0.949462, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 5, loss@min: 1.751384, loss@max: 0.938778, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 1.764117, loss@max: 0.975323, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 7, loss@min: 1.608609, loss@max: 0.961669, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 8, loss@min: 1.546416, loss@max: 0.974448, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 9, loss@min: 1.461681, loss@max: 0.980723, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 10, loss@min: 1.423449, loss@max: 0.993821, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 11, loss@min: 1.539630, loss@max: 1.058807, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.427966, loss@max: 1.056784, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 13, loss@min: 1.299777, loss@max: 1.040254, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 14, loss@min: 1.251951, loss@max: 1.052812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.233110, loss@max: 1.073177, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 16, loss@min: 1.286266, loss@max: 1.110758, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 17, loss@min: 1.270389, loss@max: 1.130912, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 18, loss@min: 1.281259, loss@max: 1.165175, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 19, loss@min: 1.255806, loss@max: 1.163791, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 20, loss@min: 1.226389, loss@max: 1.178852, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 21, loss@min: 1.193280, loss@max: 1.191743, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 1.187533, loss@max: 1.196470, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 1.173885, loss@max: 1.211450, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 24, loss@min: 1.096259, loss@max: 1.196845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.112137, loss@max: 1.214280, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 1.124394, loss@max: 1.240559, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 27, loss@min: 1.132339, loss@max: 1.247583, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 28, loss@min: 1.099515, loss@max: 1.247157, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 1.052830, loss@max: 1.240714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.075547, loss@max: 1.262387, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 31, loss@min: 1.075330, loss@max: 1.272502, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 32, loss@min: 1.081264, loss@max: 1.279073, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 33, loss@min: 1.031658, loss@max: 1.266341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.054767, loss@max: 1.286622, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 35, loss@min: 1.044164, loss@max: 1.290316, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 36, loss@min: 1.022727, loss@max: 1.295765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.040924, loss@max: 1.306646, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 38, loss@min: 1.018629, loss@max: 1.301709, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 39, loss@min: 1.027932, loss@max: 1.312554, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 40, loss@min: 1.043119, loss@max: 1.322460, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.992431, loss@max: 1.306120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.996032, loss@max: 1.313232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.106806, loss@max: 1.348905, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 44, loss@min: 0.999844, loss@max: 1.323706, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 45, loss@min: 1.030127, loss@max: 1.342315, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 1.005270, loss@max: 1.339747, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 47, loss@min: 0.985164, loss@max: 1.332681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.982528, loss@max: 1.333801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.974632, loss@max: 1.333739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.973692, loss@max: 1.339433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.989822, loss@max: 1.351907, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 52, loss@min: 1.005718, loss@max: 1.364339, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 53, loss@min: 1.001159, loss@max: 1.358026, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.998858, loss@max: 1.359136, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 55, loss@min: 0.976242, loss@max: 1.348358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.973574, loss@max: 1.352906, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 57, loss@min: 0.961142, loss@max: 1.345651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.013595, loss@max: 1.369449, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.973696, loss@max: 1.363582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.973005, loss@max: 1.360538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.986093, loss@max: 1.366423, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.970695, loss@max: 1.362700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.964076, loss@max: 1.360673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.983891, loss@max: 1.366320, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.968633, loss@max: 1.361863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.960917, loss@max: 1.357522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.966198, loss@max: 1.364683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.966960, loss@max: 1.362373, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.963254, loss@max: 1.367772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.978328, loss@max: 1.373992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.960101, loss@max: 1.362491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.954100, loss@max: 1.356234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.982878, loss@max: 1.375688, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 74, loss@min: 0.985831, loss@max: 1.373127, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 75, loss@min: 0.958587, loss@max: 1.365916, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.973642, loss@max: 1.373434, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 77, loss@min: 0.991978, loss@max: 1.388072, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 78, loss@min: 0.989940, loss@max: 1.374896, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 79, loss@min: 0.963973, loss@max: 1.369045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.992082, loss@max: 1.375540, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.958648, loss@max: 1.368870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.951338, loss@max: 1.365766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.951336, loss@max: 1.363795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.988630, loss@max: 1.371585, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.951820, loss@max: 1.364072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.959620, loss@max: 1.374802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.961139, loss@max: 1.371804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.000723, loss@max: 1.389712, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.951336, loss@max: 1.365519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958437, loss@max: 1.367022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.973389, loss@max: 1.375186, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 92, loss@min: 0.957636, loss@max: 1.365886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.959246, loss@max: 1.365313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.976743, loss@max: 1.380063, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 95, loss@min: 0.953666, loss@max: 1.368537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.953792, loss@max: 1.366755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.976286, loss@max: 1.380875, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 98, loss@min: 1.008596, loss@max: 1.380679, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.958451, loss@max: 1.372413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.951625, loss@max: 1.364745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.381005, LT: 0.379070, Top1S: 90.141991, Top1T: 90.223122Best acc: 90.223122 Train:epoch: 101, loss@min: 0.957033, loss@max: 1.367406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.380967, LT: 0.379019, Top1S: 90.182556, Top1T: 90.263695Best acc: 90.263695 Train:epoch: 102, loss@min: 0.956743, loss@max: 1.369184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.380990, LT: 0.379028, Top1S: 90.141991, Top1T: 90.223122 Train:epoch: 103, loss@min: 0.955638, loss@max: 1.364815, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 17:50:05 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.471764, loss@max: 1.258032, Top1S acc: 100.000000, Top1T acc: 67.187500 Train:epoch: 2, loss@min: 1.274443, loss@max: 0.776204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 3, loss@min: 1.181914, loss@max: 0.844504, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 17:51:58 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.707596, loss@max: 1.181625, Top1S acc: 100.000000, Top1T acc: 81.000000 Train:epoch: 2, loss@min: 1.859665, loss@max: 1.115161, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.247349, loss@max: 1.085027, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 4, loss@min: 1.097618, loss@max: 1.145942, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 5, loss@min: 1.043278, loss@max: 1.211635, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 6, loss@min: 0.936147, loss@max: 1.239910, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.842035, loss@max: 1.253904, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 8, loss@min: 0.955027, loss@max: 1.300228, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.789618, loss@max: 1.277755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.808064, loss@max: 1.297692, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 11, loss@min: 1.009815, loss@max: 1.355170, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 12, loss@min: 0.815972, loss@max: 1.301056, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 13, loss@min: 0.816927, loss@max: 1.289024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.858141, loss@max: 1.278202, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 15, loss@min: 0.901982, loss@max: 1.275347, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 16, loss@min: 0.889649, loss@max: 1.262741, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 17, loss@min: 0.948854, loss@max: 1.268580, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 18, loss@min: 0.906924, loss@max: 1.244239, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 19, loss@min: 0.919875, loss@max: 1.239183, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 20, loss@min: 0.939533, loss@max: 1.243502, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 21, loss@min: 0.998289, loss@max: 1.247308, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 0.956200, loss@max: 1.234188, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 23, loss@min: 0.948728, loss@max: 1.225864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.945676, loss@max: 1.235521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.948649, loss@max: 1.240494, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.948463, loss@max: 1.254693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.944866, loss@max: 1.262812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.960360, loss@max: 1.268289, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.940335, loss@max: 1.272876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.936383, loss@max: 1.279739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.937376, loss@max: 1.301867, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.938959, loss@max: 1.311449, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.926007, loss@max: 1.305191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.925538, loss@max: 1.309126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.926988, loss@max: 1.314515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.926081, loss@max: 1.317001, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.958036, loss@max: 1.333150, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 38, loss@min: 0.924614, loss@max: 1.328041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.927913, loss@max: 1.338010, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 40, loss@min: 0.925667, loss@max: 1.335261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.922239, loss@max: 1.336500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.933144, loss@max: 1.328652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.019096, loss@max: 1.347194, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.937727, loss@max: 1.328472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.937542, loss@max: 1.337184, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.934339, loss@max: 1.337764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.939594, loss@max: 1.341525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.938703, loss@max: 1.338778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.940974, loss@max: 1.335413, Top1S acc: 100.000000, 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loss@max: 1.349236, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.945698, loss@max: 1.350301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.940482, loss@max: 1.355285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.936181, loss@max: 1.360186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.938150, loss@max: 1.359468, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.941478, loss@max: 1.355781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.950687, loss@max: 1.358960, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 76, loss@min: 0.945129, loss@max: 1.353012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.948166, loss@max: 1.349924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.951690, loss@max: 1.358826, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.939631, loss@max: 1.359225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.944926, loss@max: 1.353596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.945220, loss@max: 1.353052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.943444, loss@max: 1.355075, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.945064, loss@max: 1.354032, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.943908, loss@max: 1.355168, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.944429, loss@max: 1.353826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.939994, loss@max: 1.358927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.945434, loss@max: 1.353820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.945979, loss@max: 1.356157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.939837, loss@max: 1.359596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.941498, loss@max: 1.358464, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.944059, loss@max: 1.356792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.945801, loss@max: 1.353965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.947668, loss@max: 1.352139, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.944064, loss@max: 1.356108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.941975, loss@max: 1.357959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.941721, loss@max: 1.357694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.941907, loss@max: 1.359663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.992682, loss@max: 1.374429, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.941043, loss@max: 1.360274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.945070, loss@max: 1.355368, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.689671, LT: 0.694156, Top1S: 89.168358, Top1T: 89.046654Best acc: 89.168358 Train:epoch: 101, loss@min: 0.947105, loss@max: 1.352790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.688846, LT: 0.693459, Top1S: 89.168358, Top1T: 89.127792 Train:epoch: 102, loss@min: 0.942367, loss@max: 1.357881, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.688509, LT: 0.693184, Top1S: 89.208923, Top1T: 89.127792Best acc: 89.208923 Train:epoch: 103, loss@min: 0.947311, loss@max: 1.353321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.688239, LT: 0.692949, Top1S: 89.249496, Top1T: 89.168358Best acc: 89.249496 Train:epoch: 104, loss@min: 0.942894, loss@max: 1.357798, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.687872, LT: 0.692624, Top1S: 89.208923, Top1T: 89.168358 Train:epoch: 105, loss@min: 0.944995, loss@max: 1.355406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.688327, LT: 0.693216, Top1S: 89.168358, Top1T: 89.087219 Train:epoch: 106, loss@min: 0.943042, loss@max: 1.359486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.688645, LT: 0.693592, Top1S: 89.127792, Top1T: 89.046654 Train:epoch: 107, loss@min: 0.940537, loss@max: 1.359912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.688638, LT: 0.693822, Top1S: 89.127792, Top1T: 89.006088 Train:epoch: 108, loss@min: 0.937536, loss@max: 1.362668, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.688714, LT: 0.694131, Top1S: 89.127792, Top1T: 89.046654 Train:epoch: 109, loss@min: 0.938737, loss@max: 1.362190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.689044, LT: 0.694580, Top1S: 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loss@max: 1.358795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.691751, LT: 0.698111, Top1S: 89.006088, Top1T: 88.884384 Train:epoch: 127, loss@min: 0.945578, loss@max: 1.354810, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.691366, LT: 0.697710, Top1S: 89.046654, Top1T: 88.884384 Train:epoch: 128, loss@min: 0.942829, loss@max: 1.357269, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 18:10:00 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.268913, loss@max: 0.945658, Top1S acc: 100.000000, Top1T acc: 86.500000 Train:epoch: 2, loss@min: 2.168485, loss@max: 0.952022, Top1S acc: 100.000000, 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loss@min: 0.996032, loss@max: 1.313232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.106806, loss@max: 1.348905, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 44, loss@min: 0.999844, loss@max: 1.323706, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 45, loss@min: 1.030127, loss@max: 1.342315, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 1.005270, loss@max: 1.339747, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 47, loss@min: 0.985164, loss@max: 1.332681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.982528, loss@max: 1.333801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.974632, loss@max: 1.333739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.973692, loss@max: 1.339433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.989822, loss@max: 1.351907, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 52, loss@min: 1.005718, loss@max: 1.364339, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 53, loss@min: 1.001159, loss@max: 1.358026, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.998858, loss@max: 1.359136, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 55, loss@min: 0.976242, loss@max: 1.348358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.973574, loss@max: 1.352906, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 57, loss@min: 0.961142, loss@max: 1.345651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.013595, loss@max: 1.369449, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.973696, loss@max: 1.363582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.973005, loss@max: 1.360538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.986093, loss@max: 1.366423, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.970695, loss@max: 1.362700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.964076, loss@max: 1.360673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.983891, loss@max: 1.366320, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.968633, loss@max: 1.361863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.960917, loss@max: 1.357522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.966198, loss@max: 1.364683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.966960, loss@max: 1.362373, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.963254, loss@max: 1.367772, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.978328, loss@max: 1.373992, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.960101, loss@max: 1.362491, Top1S acc: 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1.368870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.951338, loss@max: 1.365766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.951336, loss@max: 1.363795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.988630, loss@max: 1.371585, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.951820, loss@max: 1.364072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.959620, loss@max: 1.374802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.961139, loss@max: 1.371804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 1.000723, loss@max: 1.389712, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.951336, loss@max: 1.365519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.958437, loss@max: 1.367022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.973389, loss@max: 1.375186, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 92, loss@min: 0.957636, loss@max: 1.365886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.959246, loss@max: 1.365313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.976743, loss@max: 1.380063, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 95, loss@min: 0.953666, loss@max: 1.368537, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.953792, loss@max: 1.366755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.976286, loss@max: 1.380875, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 98, loss@min: 1.008596, loss@max: 1.380679, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.958451, loss@max: 1.372413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.951625, loss@max: 1.364745, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.381007, LT: 0.379072, Top1S: 90.141991, Top1T: 90.223122Best acc: 90.223122 Train:epoch: 101, loss@min: 0.957033, loss@max: 1.367406, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.380969, LT: 0.379020, Top1S: 90.182556, Top1T: 90.223122 Train:epoch: 102, loss@min: 0.956743, loss@max: 1.369184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.380992, LT: 0.379030, Top1S: 90.141991, Top1T: 90.223122 Train:epoch: 103, loss@min: 0.955638, loss@max: 1.364815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.381129, LT: 0.379157, Top1S: 90.141991, Top1T: 90.182556 Train:epoch: 104, loss@min: 0.978457, loss@max: 1.373184, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.381145, LT: 0.379164, Top1S: 90.141991, Top1T: 90.223122 Train:epoch: 105, loss@min: 0.961706, loss@max: 1.369401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.381195, LT: 0.379208, Top1S: 90.141991, Top1T: 90.182556 Train:epoch: 106, loss@min: 0.959130, loss@max: 1.372021, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.381293, LT: 0.379299, Top1S: 90.101418, Top1T: 90.182556 Train:epoch: 107, loss@min: 0.952754, loss@max: 1.366282, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.381385, LT: 0.379386, Top1S: 90.101418, Top1T: 90.182556 Train:epoch: 108, loss@min: 0.949511, loss@max: 1.361508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.381438, LT: 0.379432, Top1S: 90.060852, Top1T: 90.182556 Train:epoch: 109, loss@min: 0.977279, loss@max: 1.381041, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 109, LS: 0.381475, LT: 0.379465, Top1S: 90.101418, Top1T: 90.182556 Train:epoch: 110, loss@min: 0.969913, loss@max: 1.374027, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 110, LS: 0.381630, LT: 0.379622, Top1S: 90.101418, Top1T: 90.141991 Train:epoch: 111, loss@min: 0.960543, loss@max: 1.365860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.381726, LT: 0.379720, Top1S: 90.060852, Top1T: 90.141991 Train:epoch: 112, loss@min: 0.951687, loss@max: 1.366596, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.381830, LT: 0.379826, Top1S: 90.060852, Top1T: 90.182556 Train:epoch: 113, loss@min: 0.950965, loss@max: 1.363077, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.381928, LT: 0.379926, Top1S: 90.060852, Top1T: 90.182556 Train:epoch: 114, loss@min: 0.954792, loss@max: 1.365724, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.381990, LT: 0.379990, Top1S: 90.060852, Top1T: 90.182556 Train:epoch: 115, loss@min: 0.953470, loss@max: 1.367839, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.382055, LT: 0.380057, Top1S: 90.060852, Top1T: 90.182556 Train:epoch: 116, loss@min: 0.982242, loss@max: 1.383659, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 116, LS: 0.381978, LT: 0.379976, Top1S: 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loss@max: 1.369071, Top1S acc: 100.000000, Top1T acc: 99.500000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 18:29:56 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.268773, loss@max: 0.945628, Top1S acc: 100.000000, Top1T acc: 86.500000 Train:epoch: 2, loss@min: 2.167733, loss@max: 0.951853, Top1S acc: 100.000000, Top1T acc: 86.500000 Train:epoch: 3, loss@min: 2.087912, loss@max: 0.962702, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 4, loss@min: 1.912569, loss@max: 0.949614, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 5, loss@min: 1.752885, loss@max: 0.939260, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 6, loss@min: 1.763571, loss@max: 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36, loss@min: 1.026051, loss@max: 1.294737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.048195, loss@max: 1.306791, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 38, loss@min: 1.024402, loss@max: 1.302422, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 39, loss@min: 1.036114, loss@max: 1.312806, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 40, loss@min: 1.044289, loss@max: 1.321269, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.995733, loss@max: 1.305124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.000293, loss@max: 1.313297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.108975, loss@max: 1.347519, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 44, loss@min: 1.001198, loss@max: 1.321816, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 45, loss@min: 1.031535, loss@max: 1.341181, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 1.004268, loss@max: 1.337579, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 47, loss@min: 0.986959, loss@max: 1.331307, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.985399, loss@max: 1.333318, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.977574, loss@max: 1.332907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.976711, loss@max: 1.339020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.992039, loss@max: 1.352078, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 52, loss@min: 1.010495, loss@max: 1.364811, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 53, loss@min: 1.005338, loss@max: 1.359144, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 54, loss@min: 0.998038, loss@max: 1.358417, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 55, loss@min: 0.976821, loss@max: 1.347038, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.975916, loss@max: 1.351740, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 57, loss@min: 0.963630, loss@max: 1.345309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.012984, loss@max: 1.368731, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.975801, loss@max: 1.363037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.976284, loss@max: 1.361850, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.986340, loss@max: 1.365188, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 62, loss@min: 0.973795, loss@max: 1.363030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.965262, loss@max: 1.359779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.980974, loss@max: 1.365536, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 65, loss@min: 0.968419, loss@max: 1.360056, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.962986, loss@max: 1.356971, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.967434, loss@max: 1.362796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.966645, loss@max: 1.360140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.964562, loss@max: 1.365901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.979834, loss@max: 1.372779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.963611, loss@max: 1.362613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.956556, loss@max: 1.355132, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.983547, loss@max: 1.373919, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 74, loss@min: 0.988800, loss@max: 1.372483, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 75, loss@min: 0.960539, loss@max: 1.363897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.970440, loss@max: 1.370760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.986210, loss@max: 1.384657, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 78, loss@min: 0.986269, loss@max: 1.372258, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 79, loss@min: 0.968127, loss@max: 1.368570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.993595, loss@max: 1.373439, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.963348, loss@max: 1.368606, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.954614, loss@max: 1.364704, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.954059, loss@max: 1.362361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.984271, loss@max: 1.369336, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 85, loss@min: 0.954996, loss@max: 1.362893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.962757, loss@max: 1.374050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.990558, loss@max: 1.375675, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 88, loss@min: 0.998390, loss@max: 1.388845, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.953777, loss@max: 1.364098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.961118, loss@max: 1.367296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.972709, loss@max: 1.372661, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 92, loss@min: 0.961432, loss@max: 1.367016, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.958469, loss@max: 1.363925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.980654, loss@max: 1.379253, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 95, loss@min: 0.955971, loss@max: 1.368442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.956620, loss@max: 1.366275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.978049, loss@max: 1.379827, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 98, loss@min: 0.998732, loss@max: 1.376128, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 99, loss@min: 0.958898, loss@max: 1.369855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.954789, loss@max: 1.364619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.381113, LT: 0.379148, Top1S: 90.263695, Top1T: 90.466530Best acc: 90.466530 Train:epoch: 101, loss@min: 0.960243, loss@max: 1.367332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.381115, LT: 0.379138, Top1S: 90.304260, Top1T: 90.466530 Train:epoch: 102, loss@min: 0.959599, loss@max: 1.368932, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.381142, LT: 0.379152, Top1S: 90.263695, Top1T: 90.385399 Train:epoch: 103, loss@min: 0.956041, loss@max: 1.362720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.381282, LT: 0.379283, Top1S: 90.263695, Top1T: 90.425964 Train:epoch: 104, loss@min: 0.995702, loss@max: 1.376077, Top1S acc: 100.000000, Top1T acc: 99.500000 Test:epoch: 104, LS: 0.381204, LT: 0.379198, Top1S: 90.263695, Top1T: 90.425964 Train:epoch: 105, loss@min: 0.963676, loss@max: 1.368276, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.381164, LT: 0.379153, Top1S: 90.263695, Top1T: 90.344826 Train:epoch: 106, loss@min: 0.963073, loss@max: 1.372735, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.381151, LT: 0.379134, Top1S: 90.263695, Top1T: 90.344826 Train:epoch: 107, loss@min: 0.955033, loss@max: 1.365672, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.381139, LT: 0.379118, Top1S: 90.263695, Top1T: 90.344826{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 18:43:33 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.292360, loss@max: 1.011359, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 2, loss@min: 1.880378, loss@max: 0.993864, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 3, loss@min: 1.953711, loss@max: 1.088931, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 4, loss@min: 1.653153, loss@max: 1.086982, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 5, loss@min: 1.577133, loss@max: 1.134262, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 6, loss@min: 1.525664, loss@max: 1.175146, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 7, loss@min: 1.551029, loss@max: 1.240418, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 8, loss@min: 1.328950, loss@max: 1.221735, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 9, loss@min: 1.315984, loss@max: 1.241981, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 10, loss@min: 1.118961, loss@max: 1.219341, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 11, loss@min: 1.170681, loss@max: 1.256559, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 12, loss@min: 1.256376, loss@max: 1.303373, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 13, loss@min: 1.163007, loss@max: 1.296146, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 14, loss@min: 1.184887, loss@max: 1.321988, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 15, loss@min: 1.157559, loss@max: 1.313798, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 16, loss@min: 1.075467, loss@max: 1.297830, Top1S acc: 100.000000, Top1T acc: 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Top1T acc: 98.046875 Train:epoch: 27, loss@min: 1.065542, loss@max: 1.349685, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 28, loss@min: 1.007619, loss@max: 1.326253, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 29, loss@min: 1.012105, loss@max: 1.343219, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 30, loss@min: 1.028998, loss@max: 1.351449, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 31, loss@min: 1.030235, loss@max: 1.343571, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 32, loss@min: 0.975236, loss@max: 1.339863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.998884, loss@max: 1.347975, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 34, loss@min: 1.068083, loss@max: 1.368850, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 35, loss@min: 1.024047, loss@max: 1.359359, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 36, loss@min: 1.006588, loss@max: 1.357534, Top1S acc: 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0.981973, loss@max: 1.379073, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 67, loss@min: 0.972858, loss@max: 1.376638, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 0.960669, loss@max: 1.367713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.960514, loss@max: 1.366807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.956942, loss@max: 1.365376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.955534, loss@max: 1.364079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.961723, loss@max: 1.367028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.953245, loss@max: 1.363213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.969080, loss@max: 1.376225, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 75, loss@min: 0.951971, loss@max: 1.363914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.970038, loss@max: 1.367613, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 77, loss@min: 0.948256, loss@max: 1.364212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.954764, loss@max: 1.364003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.975479, loss@max: 1.376470, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 80, loss@min: 0.990626, loss@max: 1.382923, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 81, loss@min: 0.959684, loss@max: 1.368363, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.992049, loss@max: 1.381199, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 83, loss@min: 0.951903, loss@max: 1.360711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.963794, loss@max: 1.368029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.950451, loss@max: 1.360522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.982289, loss@max: 1.380448, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 87, loss@min: 0.967781, loss@max: 1.370578, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 88, loss@min: 0.964153, loss@max: 1.372160, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 89, loss@min: 0.958552, loss@max: 1.367189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.953159, loss@max: 1.366492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.959333, loss@max: 1.372516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.956273, loss@max: 1.364682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.980723, loss@max: 1.376586, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 94, loss@min: 0.967094, loss@max: 1.374349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.953020, loss@max: 1.365048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.957197, loss@max: 1.368858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.975694, loss@max: 1.375541, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 98, loss@min: 0.954658, loss@max: 1.369272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.956846, loss@max: 1.366516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.987405, loss@max: 1.382942, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 0.288132, LT: 0.286437, Top1S: 93.387421, Top1T: 93.346855Best acc: 93.387421 Train:epoch: 101, loss@min: 0.951083, loss@max: 1.362320, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.287949, LT: 0.286238, Top1S: 93.346855, Top1T: 93.346855 Train:epoch: 102, loss@min: 0.964761, loss@max: 1.372533, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 0.288423, LT: 0.286691, Top1S: 93.346855, Top1T: 93.346855 Train:epoch: 103, loss@min: 0.958548, loss@max: 1.371055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.289067, LT: 0.287324, Top1S: 93.346855, Top1T: 93.346855 Train:epoch: 104, loss@min: 0.949755, loss@max: 1.363408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.289103, LT: 0.287353, Top1S: 93.306290, Top1T: 93.265724 Train:epoch: 105, loss@min: 0.956931, loss@max: 1.365486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.288759, LT: 0.287018, Top1S: 93.184586, Top1T: 93.144020 Train:epoch: 106, loss@min: 0.982657, loss@max: 1.379918, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 106, LS: 0.289376, LT: 0.287607, Top1S: 93.184586, Top1T: 93.184586 Train:epoch: 107, loss@min: 0.953935, loss@max: 1.366132, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 19:31:17 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.292360, loss@max: 1.011359, Top1S acc: 100.000000, Top1T acc: 84.375000 Train:epoch: 2, loss@min: 1.880378, loss@max: 0.993864, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 3, loss@min: 1.953711, loss@max: 1.088931, Top1S acc: 100.000000, Top1T acc: 88.281250 Train:epoch: 4, loss@min: 1.653153, loss@max: 1.086982, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 5, loss@min: 1.577133, loss@max: 1.134262, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 6, loss@min: 1.525664, loss@max: 1.175146, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 7, loss@min: 1.551029, loss@max: 1.240418, Top1S acc: 100.000000, Top1T acc: 91.406250 Train:epoch: 8, loss@min: 1.328950, loss@max: 1.221735, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 9, loss@min: 1.315984, loss@max: 1.241981, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 10, loss@min: 1.118961, loss@max: 1.219341, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 11, loss@min: 1.170681, loss@max: 1.256559, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 12, loss@min: 1.256376, loss@max: 1.303373, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 13, loss@min: 1.163007, loss@max: 1.296146, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 14, loss@min: 1.184887, loss@max: 1.321988, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 15, loss@min: 1.157559, loss@max: 1.313798, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 16, loss@min: 1.075467, loss@max: 1.297830, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 17, loss@min: 1.199566, loss@max: 1.333531, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 18, loss@min: 0.983322, loss@max: 1.278684, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 19, loss@min: 1.073739, loss@max: 1.322521, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 20, loss@min: 1.037415, loss@max: 1.310410, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 21, loss@min: 1.084396, loss@max: 1.330512, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 22, loss@min: 1.019881, loss@max: 1.312153, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 23, loss@min: 1.014320, loss@max: 1.315123, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 24, loss@min: 1.039469, loss@max: 1.336910, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 25, loss@min: 1.071752, loss@max: 1.344302, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 26, loss@min: 1.040715, loss@max: 1.340979, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 27, loss@min: 1.065542, loss@max: 1.349685, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 28, loss@min: 1.007619, loss@max: 1.326253, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 29, loss@min: 1.012105, loss@max: 1.343219, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 30, loss@min: 1.028998, loss@max: 1.351449, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 31, loss@min: 1.030235, loss@max: 1.343571, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 32, loss@min: 0.975236, loss@max: 1.339863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.998884, loss@max: 1.347975, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 34, loss@min: 1.068083, loss@max: 1.368850, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 35, loss@min: 1.024047, loss@max: 1.359359, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 36, loss@min: 1.006588, loss@max: 1.357534, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 37, loss@min: 1.049049, loss@max: 1.367867, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 38, loss@min: 0.983687, loss@max: 1.350111, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 0.991227, loss@max: 1.362800, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 0.968482, loss@max: 1.352104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.028759, loss@max: 1.371882, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 42, loss@min: 0.959154, loss@max: 1.345755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.007091, loss@max: 1.375463, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 1.025456, loss@max: 1.368483, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 45, loss@min: 0.984288, loss@max: 1.364544, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 46, loss@min: 0.984246, loss@max: 1.361875, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 47, loss@min: 0.973229, loss@max: 1.358137, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 1.014498, loss@max: 1.384717, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 49, loss@min: 1.006008, loss@max: 1.386457, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 50, loss@min: 1.013823, loss@max: 1.379411, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 51, loss@min: 0.966009, loss@max: 1.365682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 1.006417, loss@max: 1.376430, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 53, loss@min: 0.979573, loss@max: 1.370715, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 54, loss@min: 1.002741, loss@max: 1.375556, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 55, loss@min: 1.011292, loss@max: 1.379844, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 56, loss@min: 0.976689, loss@max: 1.373643, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.967949, loss@max: 1.366141, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 58, loss@min: 0.977446, loss@max: 1.371318, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 59, loss@min: 0.972600, loss@max: 1.373721, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 60, loss@min: 0.969894, loss@max: 1.367898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.967049, loss@max: 1.373457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.959496, loss@max: 1.362724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.971172, loss@max: 1.366487, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 64, loss@min: 0.965689, loss@max: 1.370426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.993304, loss@max: 1.377781, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 66, loss@min: 0.981973, loss@max: 1.379073, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 67, loss@min: 0.972858, loss@max: 1.376638, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 68, loss@min: 0.960669, loss@max: 1.367713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.960514, loss@max: 1.366807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.956942, loss@max: 1.365376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.955534, loss@max: 1.364079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.961723, loss@max: 1.367028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.953245, loss@max: 1.363213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.969080, loss@max: 1.376225, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 75, loss@min: 0.951971, loss@max: 1.363914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.970038, loss@max: 1.367613, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 77, loss@min: 0.948256, loss@max: 1.364212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.954764, loss@max: 1.364003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.975479, loss@max: 1.376470, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 80, loss@min: 0.990626, loss@max: 1.382923, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 80, LS: 0.284758, LT: 0.283079, Top1S: 93.346855, Top1T: 93.346855Best acc: 93.346855 Train:epoch: 81, loss@min: 0.959688, loss@max: 1.368356, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.283220, LT: 0.281598, Top1S: 93.387421, Top1T: 93.387421Best acc: 93.387421 Train:epoch: 82, loss@min: 0.992051, loss@max: 1.381213, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.282984, LT: 0.281314, Top1S: 93.306290, Top1T: 93.387421 Train:epoch: 83, loss@min: 0.951911, loss@max: 1.360708, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.284133, LT: 0.282419, Top1S: 93.306290, Top1T: 93.346855 Train:epoch: 84, loss@min: 0.963792, loss@max: 1.368030, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.284336, LT: 0.282585, Top1S: 93.265724, Top1T: 93.306290 Train:epoch: 85, loss@min: 0.950451, loss@max: 1.360521, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.281204, LT: 0.279459, Top1S: 93.184586, Top1T: 93.225151 Train:epoch: 86, loss@min: 0.982285, loss@max: 1.380430, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 86, LS: 0.280103, LT: 0.278349, Top1S: 93.306290, Top1T: 93.265724 Train:epoch: 87, loss@min: 0.967774, loss@max: 1.370582, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 87, LS: 0.281270, LT: 0.279488, Top1S: 93.144020, Top1T: 93.184586 Train:epoch: 88, loss@min: 0.964149, loss@max: 1.372162, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 88, LS: 0.283383, LT: 0.281599, Top1S: 93.144020, Top1T: 93.144020 Train:epoch: 89, loss@min: 0.958555, loss@max: 1.367187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.285105, LT: 0.283361, Top1S: 93.184586, Top1T: 93.225151 Train:epoch: 90, loss@min: 0.953169, loss@max: 1.366483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.285454, LT: 0.283801, Top1S: 93.103447, Top1T: 93.103447 Train:epoch: 91, loss@min: 0.959337, loss@max: 1.372516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.285702, LT: 0.284143, Top1S: 93.184586, Top1T: 93.184586 Train:epoch: 92, loss@min: 0.956270, loss@max: 1.364685, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.285514, LT: 0.283960, Top1S: 93.144020, Top1T: 93.144020 Train:epoch: 93, loss@min: 0.980724, loss@max: 1.376583, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 93, LS: 0.284216, LT: 0.282641, Top1S: 93.225151, Top1T: 93.184586 Train:epoch: 94, loss@min: 0.967102, loss@max: 1.374336, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 0.282685, LT: 0.281056, Top1S: 93.306290, Top1T: 93.265724 Train:epoch: 95, loss@min: 0.953024, loss@max: 1.365048, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.282455, LT: 0.280798, Top1S: 93.306290, Top1T: 93.346855 Train:epoch: 96, loss@min: 0.957192, loss@max: 1.368860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.283959, LT: 0.282262, Top1S: 93.387421, Top1T: 93.427994Best acc: 93.427994 Train:epoch: 97, loss@min: 0.975691, loss@max: 1.375537, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 97, LS: 0.285906, LT: 0.284178, Top1S: 93.346855, Top1T: 93.387421 Train:epoch: 98, loss@min: 0.954652, loss@max: 1.369279, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.288084, LT: 0.286333, Top1S: 93.387421, Top1T: 93.387421 Train:epoch: 99, loss@min: 0.956854, loss@max: 1.366516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.288233, LT: 0.286514, Top1S: 93.346855, Top1T: 93.346855 Train:epoch: 100, loss@min: 0.987400, loss@max: 1.382930, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 0.288133, LT: 0.286437, Top1S: 93.346855, Top1T: 93.346855{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 20:20:36 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.875816, loss@max: 0.848805, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 2, loss@min: 2.196672, loss@max: 0.963772, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 3, loss@min: 1.843279, loss@max: 0.908099, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 4, loss@min: 1.771685, loss@max: 0.921358, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 5, loss@min: 1.631074, loss@max: 0.921523, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 6, loss@min: 1.496407, loss@max: 0.913015, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 7, loss@min: 1.460544, loss@max: 0.936881, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.489854, loss@max: 0.976953, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 1.343924, loss@max: 0.962151, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 1.285416, loss@max: 0.975371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.319063, loss@max: 1.008325, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 1.282858, loss@max: 1.032996, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 13, loss@min: 1.334547, loss@max: 1.074350, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 14, loss@min: 1.292931, loss@max: 1.088631, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 1.178194, loss@max: 1.065639, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 16, loss@min: 1.228998, loss@max: 1.112046, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 17, loss@min: 1.178034, loss@max: 1.119810, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.161428, loss@max: 1.127091, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.142136, loss@max: 1.140829, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 1.125543, loss@max: 1.157842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.125545, loss@max: 1.168149, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 1.123542, loss@max: 1.187724, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 1.073948, loss@max: 1.178711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.124592, loss@max: 1.209816, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 1.059016, loss@max: 1.202998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.076391, loss@max: 1.221669, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 27, loss@min: 1.034722, loss@max: 1.208202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.071156, loss@max: 1.229449, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 1.024154, loss@max: 1.223079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.052046, loss@max: 1.248591, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 31, loss@min: 1.061482, loss@max: 1.263059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.024690, loss@max: 1.251378, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.034185, loss@max: 1.265658, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.020234, loss@max: 1.260846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.041085, loss@max: 1.273321, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 1.034240, loss@max: 1.277653, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 1.008475, loss@max: 1.274428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 1.000773, loss@max: 1.279245, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.015097, loss@max: 1.303083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.022888, loss@max: 1.307318, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.099716, loss@max: 1.337339, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.991436, loss@max: 1.301435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.010968, loss@max: 1.310552, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 44, loss@min: 0.990555, loss@max: 1.304663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.984442, loss@max: 1.314423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 1.005855, loss@max: 1.323618, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.972879, loss@max: 1.314972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.979435, loss@max: 1.324440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.979214, loss@max: 1.329827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.968057, loss@max: 1.324966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.996756, loss@max: 1.337237, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 52, loss@min: 0.995027, loss@max: 1.349797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.966135, loss@max: 1.329389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.980644, loss@max: 1.344482, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 20:22:29 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.874995, loss@max: 0.848529, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 2, loss@min: 2.195899, loss@max: 0.963358, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 3, loss@min: 1.832443, loss@max: 0.904954, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 4, loss@min: 1.766849, loss@max: 0.919352, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 5, loss@min: 1.607495, loss@max: 0.914422, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 6, loss@min: 1.482661, loss@max: 0.907984, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 7, loss@min: 1.442981, loss@max: 0.930100, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 8, loss@min: 1.474110, loss@max: 0.970048, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 9, loss@min: 1.332339, loss@max: 0.956867, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 10, loss@min: 1.273981, loss@max: 0.969388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.315019, loss@max: 1.004375, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 1.259534, loss@max: 1.022371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.312901, loss@max: 1.063760, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 14, loss@min: 1.276735, loss@max: 1.078703, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 1.166133, loss@max: 1.056981, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 16, loss@min: 1.219725, loss@max: 1.104385, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 17, loss@min: 1.154224, loss@max: 1.105806, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 1.140058, loss@max: 1.116835, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.128242, loss@max: 1.131608, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 1.107820, loss@max: 1.146809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.103087, loss@max: 1.155432, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 1.106043, loss@max: 1.176461, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 1.062205, loss@max: 1.167552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.102342, loss@max: 1.197077, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 1.050532, loss@max: 1.192884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.065946, loss@max: 1.212398, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.031991, loss@max: 1.202232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.064361, loss@max: 1.221309, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 1.021136, loss@max: 1.217645, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.038512, loss@max: 1.236808, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.053159, loss@max: 1.254068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.017448, loss@max: 1.241679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.025801, loss@max: 1.256602, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.015400, loss@max: 1.253463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 1.037254, loss@max: 1.268280, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 36, loss@min: 1.019040, loss@max: 1.270151, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 1.004365, loss@max: 1.268380, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.996773, loss@max: 1.272349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.003501, loss@max: 1.290726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 1.013902, loss@max: 1.298582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.101265, loss@max: 1.332273, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.985994, loss@max: 1.293040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.992498, loss@max: 1.301057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.985878, loss@max: 1.299043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.978975, loss@max: 1.308233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.996783, loss@max: 1.317777, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.970712, loss@max: 1.310903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.973613, loss@max: 1.316392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.973827, loss@max: 1.322964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.966211, loss@max: 1.321050, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.990360, loss@max: 1.332808, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 52, loss@min: 0.979721, loss@max: 1.337428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.963669, loss@max: 1.326006, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.975206, loss@max: 1.338071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.998923, loss@max: 1.344467, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 56, loss@min: 0.963360, loss@max: 1.333530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.961496, loss@max: 1.333863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.984276, loss@max: 1.355335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.962977, loss@max: 1.339821, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.962554, loss@max: 1.340805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.959480, loss@max: 1.340845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.964633, loss@max: 1.341890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.958146, loss@max: 1.340096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.956194, loss@max: 1.345579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.955582, loss@max: 1.344213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.988654, loss@max: 1.357394, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.955814, loss@max: 1.349094, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.954108, loss@max: 1.345688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.958651, loss@max: 1.350810, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.961150, loss@max: 1.349736, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.958917, loss@max: 1.353140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.975033, loss@max: 1.357300, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 73, loss@min: 0.954543, loss@max: 1.346095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.954048, loss@max: 1.346483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.958492, loss@max: 1.354888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.954661, loss@max: 1.353617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.952516, loss@max: 1.347102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.951689, loss@max: 1.351846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.951517, loss@max: 1.349568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.955654, loss@max: 1.356741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.953986, loss@max: 1.348426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.951760, loss@max: 1.350630, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.950708, loss@max: 1.349486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.951469, loss@max: 1.349028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.953641, loss@max: 1.348474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.956888, loss@max: 1.351951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.961437, loss@max: 1.353965, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.955160, loss@max: 1.351706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.968756, loss@max: 1.362519, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 90, loss@min: 0.966301, loss@max: 1.364314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.953736, loss@max: 1.351683, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.952182, loss@max: 1.354314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.950051, loss@max: 1.353197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.959355, loss@max: 1.360507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.953262, loss@max: 1.360921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.955990, loss@max: 1.359379, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.951495, loss@max: 1.353498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.964566, loss@max: 1.362679, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.953418, loss@max: 1.351870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.950793, loss@max: 1.354200, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.414073, LT: 0.413740, Top1S: 89.614601, Top1T: 89.655174Best acc: 89.655174 Train:epoch: 101, loss@min: 0.949191, loss@max: 1.355726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.414180, LT: 0.413844, Top1S: 89.655174, Top1T: 89.614601 Train:epoch: 102, loss@min: 0.950761, loss@max: 1.350547, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.414279, LT: 0.413940, Top1S: 89.655174, Top1T: 89.614601 Train:epoch: 103, loss@min: 0.951208, loss@max: 1.352125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.414375, LT: 0.414034, Top1S: 89.614601, Top1T: 89.614601 Train:epoch: 104, loss@min: 0.956002, loss@max: 1.359258, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.414453, LT: 0.414107, Top1S: 89.614601, Top1T: 89.614601 Train:epoch: 105, loss@min: 0.949163, loss@max: 1.354329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.414519, LT: 0.414169, Top1S: 89.614601, Top1T: 89.574036 Train:epoch: 106, loss@min: 0.952689, loss@max: 1.356520, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 20:27:54 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.816739, loss@max: 0.980767, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.393107, loss@max: 1.045577, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.004317, loss@max: 1.080714, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 4, loss@min: 1.044106, loss@max: 1.184988, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 5, loss@min: 0.957063, loss@max: 1.201523, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 6, loss@min: 1.053282, loss@max: 1.264454, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 0.829262, loss@max: 1.224966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.910005, loss@max: 1.276954, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.801747, loss@max: 1.283638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.785525, loss@max: 1.278504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.778147, loss@max: 1.296855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.888801, loss@max: 1.313977, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.824066, loss@max: 1.274737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.879803, loss@max: 1.269008, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 15, loss@min: 0.958176, loss@max: 1.265350, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 16, loss@min: 0.887989, loss@max: 1.245728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.895484, loss@max: 1.244498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.941796, loss@max: 1.264524, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.904171, loss@max: 1.244988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.919787, loss@max: 1.239109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.978114, loss@max: 1.246705, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 1.033712, loss@max: 1.259312, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 0.952705, loss@max: 1.230142, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.939649, loss@max: 1.243823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.936297, loss@max: 1.251566, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.929237, loss@max: 1.267063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.934594, loss@max: 1.267454, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.929113, loss@max: 1.278111, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.938117, loss@max: 1.275437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.936099, loss@max: 1.282463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.941349, loss@max: 1.285604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.936122, loss@max: 1.294898, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.932477, loss@max: 1.311780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.052022, loss@max: 1.341096, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 35, loss@min: 0.933391, loss@max: 1.307662, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.936782, loss@max: 1.313107, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.940274, loss@max: 1.315576, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.930153, loss@max: 1.322694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.935025, loss@max: 1.323527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.933431, loss@max: 1.329010, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.114668, loss@max: 1.364753, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.940738, loss@max: 1.324599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.940324, loss@max: 1.332560, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.933521, loss@max: 1.337359, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.929126, loss@max: 1.343130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.942359, loss@max: 1.332912, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.928928, loss@max: 1.345078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.947750, loss@max: 1.331771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.959293, loss@max: 1.348493, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 50, loss@min: 0.938288, loss@max: 1.340320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.941751, loss@max: 1.339855, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.959503, loss@max: 1.353508, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 53, loss@min: 0.944511, loss@max: 1.339456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.935808, loss@max: 1.349647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.931720, loss@max: 1.358140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.952071, loss@max: 1.335529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.946184, loss@max: 1.342120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.941750, loss@max: 1.349329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.943604, loss@max: 1.347311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.938496, loss@max: 1.362402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.937957, loss@max: 1.355597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.948538, loss@max: 1.345545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.949846, loss@max: 1.344392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.954199, loss@max: 1.345282, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.944212, loss@max: 1.350352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.944846, loss@max: 1.351309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.934202, loss@max: 1.364026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.950783, loss@max: 1.345567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.945126, loss@max: 1.352450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.944860, loss@max: 1.352680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.982253, loss@max: 1.360024, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 72, loss@min: 0.952210, loss@max: 1.361360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.944224, loss@max: 1.353389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.945804, loss@max: 1.352387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.945751, loss@max: 1.352942, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.940449, loss@max: 1.359277, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.937534, loss@max: 1.362409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.941661, loss@max: 1.357395, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.945830, loss@max: 1.352540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.943882, loss@max: 1.355693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.950448, loss@max: 1.349104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.946016, loss@max: 1.353200, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.943661, loss@max: 1.355590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.946310, loss@max: 1.354258, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.939616, loss@max: 1.359809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.945965, loss@max: 1.355078, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.940194, loss@max: 1.360301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.943822, loss@max: 1.356443, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.946370, loss@max: 1.354490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.943520, loss@max: 1.356582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.953838, loss@max: 1.360119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.941648, loss@max: 1.358756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.940630, loss@max: 1.360121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.945610, loss@max: 1.357169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.939383, loss@max: 1.361323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.945459, loss@max: 1.354556, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.944956, loss@max: 1.354959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.945396, loss@max: 1.355899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.952104, loss@max: 1.348274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.947700, loss@max: 1.353011, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.590598, LT: 1.598973, Top1S: 80.040565, Top1T: 79.716026Best acc: 80.040565 Train:epoch: 101, loss@min: 0.944137, loss@max: 1.356872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.587801, LT: 1.595946, Top1S: 80.000000, Top1T: 79.797157 Train:epoch: 102, loss@min: 0.948177, loss@max: 1.353434, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 20:31:33 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.824401, loss@max: 0.983952, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.392473, loss@max: 1.047703, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 0.998531, loss@max: 1.081754, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 4, loss@min: 1.038095, loss@max: 1.185165, Top1S acc: 100.000000, Top1T acc: 96.000000 Train:epoch: 5, loss@min: 0.956327, loss@max: 1.202049, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 6, loss@min: 1.054673, loss@max: 1.265175, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 0.827996, loss@max: 1.225177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.906683, loss@max: 1.277433, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.800973, loss@max: 1.285588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.784420, loss@max: 1.279079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.778681, loss@max: 1.296040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.896612, loss@max: 1.312300, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.827897, loss@max: 1.270323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.878055, loss@max: 1.263130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.953117, loss@max: 1.260062, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 16, loss@min: 0.888436, loss@max: 1.244151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.895368, loss@max: 1.244572, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.944883, loss@max: 1.265717, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.905851, loss@max: 1.243863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.922952, loss@max: 1.238464, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.979804, loss@max: 1.245551, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 1.041755, loss@max: 1.260017, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 0.952618, loss@max: 1.230788, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.937675, loss@max: 1.246275, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.933928, loss@max: 1.254244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.927553, loss@max: 1.269362, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.933391, loss@max: 1.269390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.929420, loss@max: 1.278747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.938917, loss@max: 1.275385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.936563, loss@max: 1.282538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.940673, loss@max: 1.286984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.935403, loss@max: 1.295410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.931154, loss@max: 1.312777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.040367, loss@max: 1.339010, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 35, loss@min: 0.932762, loss@max: 1.308700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.936341, loss@max: 1.314993, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.937215, loss@max: 1.317618, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.929083, loss@max: 1.323951, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.935246, loss@max: 1.322545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.934695, loss@max: 1.326814, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.127106, loss@max: 1.366109, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.940453, loss@max: 1.324558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.938012, loss@max: 1.332334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.932825, loss@max: 1.338794, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.928444, loss@max: 1.343846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.944094, loss@max: 1.332840, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.929880, loss@max: 1.344346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.949024, loss@max: 1.329481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.956437, loss@max: 1.346921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.938232, loss@max: 1.340458, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.941012, loss@max: 1.340889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.949366, loss@max: 1.352686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.945424, loss@max: 1.339719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.936456, loss@max: 1.349674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.931177, loss@max: 1.358969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.953313, loss@max: 1.334924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.947647, loss@max: 1.341248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.942358, loss@max: 1.349127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.944574, loss@max: 1.346834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.942252, loss@max: 1.365014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.937553, loss@max: 1.356304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.948071, loss@max: 1.345887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.950071, loss@max: 1.344503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.951119, loss@max: 1.344669, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.943323, loss@max: 1.351526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.944294, loss@max: 1.352196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.933893, loss@max: 1.364882, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.951908, loss@max: 1.344842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.945471, loss@max: 1.352389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.945612, loss@max: 1.352343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.973791, loss@max: 1.357733, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 72, loss@min: 0.953927, loss@max: 1.361478, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.944584, loss@max: 1.353090, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.945812, loss@max: 1.352542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.945109, loss@max: 1.354389, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.938743, loss@max: 1.361198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.936015, loss@max: 1.364085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.941273, loss@max: 1.357828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.945462, loss@max: 1.352905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.945312, loss@max: 1.354668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.952006, loss@max: 1.347996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.947858, loss@max: 1.351711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.944094, loss@max: 1.355171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.945421, loss@max: 1.354994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.939368, loss@max: 1.360444, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.944227, loss@max: 1.356202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.939040, loss@max: 1.361624, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.942894, loss@max: 1.357164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.947149, loss@max: 1.353781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.944222, loss@max: 1.356142, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.952187, loss@max: 1.357021, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.942893, loss@max: 1.357347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.941182, loss@max: 1.359289, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.945557, loss@max: 1.356044, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.939785, loss@max: 1.361113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.944533, loss@max: 1.355560, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.944314, loss@max: 1.355671, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.944292, loss@max: 1.357071, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.950224, loss@max: 1.349983, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.947720, loss@max: 1.352825, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.517905, LT: 1.527402, Top1S: 80.486816, Top1T: 80.527382Best acc: 80.527382 Train:epoch: 101, loss@min: 0.944340, loss@max: 1.356610, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 20:35:02 2024 -------------------------------------------{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 20:36:22 2024 -------------------------------------------{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Thu Jan 18 20:37:20 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.637832, loss@max: 0.944404, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.751835, loss@max: 1.147317, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 3, loss@min: 1.312295, loss@max: 1.168467, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 4, loss@min: 1.192398, loss@max: 1.231680, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.061889, loss@max: 1.251302, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 6, loss@min: 0.944444, loss@max: 1.273774, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.891364, loss@max: 1.285762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.946973, loss@max: 1.328458, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.827811, loss@max: 1.316349, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.812781, loss@max: 1.308545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.874848, loss@max: 1.338513, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.856365, loss@max: 1.330936, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.906798, loss@max: 1.336484, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.914232, loss@max: 1.316513, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 0.878380, loss@max: 1.268104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.948070, loss@max: 1.275170, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 17, loss@min: 0.929994, loss@max: 1.248492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.985443, loss@max: 1.246062, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.949481, loss@max: 1.242970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.951689, loss@max: 1.236323, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.962095, loss@max: 1.234738, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.982324, loss@max: 1.249231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.964077, loss@max: 1.233724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.985206, loss@max: 1.254000, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 0.954116, loss@max: 1.252206, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.946809, loss@max: 1.275783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.944780, loss@max: 1.267730, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.964923, loss@max: 1.293475, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.932272, loss@max: 1.288183, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.932473, loss@max: 1.306030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.950571, loss@max: 1.322970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.922526, loss@max: 1.315290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.933180, loss@max: 1.321553, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.928959, loss@max: 1.317470, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.946169, loss@max: 1.329747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.943545, loss@max: 1.327621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.941323, loss@max: 1.319761, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.929100, loss@max: 1.325487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.935213, loss@max: 1.332639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.941393, loss@max: 1.338600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.038724, loss@max: 1.367980, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.940010, loss@max: 1.327211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.938254, loss@max: 1.332480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.938246, loss@max: 1.331353, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.937367, loss@max: 1.338342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.966623, loss@max: 1.344072, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.936302, loss@max: 1.337524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.940777, loss@max: 1.338147, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.950023, loss@max: 1.334226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.941919, loss@max: 1.338170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.962228, loss@max: 1.344577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.946400, loss@max: 1.344886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.942665, loss@max: 1.341368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.945822, loss@max: 1.347113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.956303, loss@max: 1.356574, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.949025, loss@max: 1.340464, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.944370, loss@max: 1.346311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.951381, loss@max: 1.355269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.943462, loss@max: 1.348600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.939469, loss@max: 1.355059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.941335, loss@max: 1.352300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.943182, loss@max: 1.352317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.939675, loss@max: 1.353769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.944702, loss@max: 1.350187, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.945463, loss@max: 1.350489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.965517, loss@max: 1.358104, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 67, loss@min: 0.946977, loss@max: 1.351542, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.949822, loss@max: 1.346663, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947790, loss@max: 1.353246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.941933, loss@max: 1.358241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.947204, loss@max: 1.359796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.961228, loss@max: 1.364216, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 73, loss@min: 0.946278, loss@max: 1.351405, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.945378, loss@max: 1.352697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.939620, loss@max: 1.360981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.941551, loss@max: 1.358968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.941737, loss@max: 1.357188, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.944913, loss@max: 1.355880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.943006, loss@max: 1.355250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.949292, loss@max: 1.354142, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.948235, loss@max: 1.350546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.946998, loss@max: 1.352351, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.947401, loss@max: 1.351229, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.945925, loss@max: 1.353331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.947309, loss@max: 1.352264, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.947366, loss@max: 1.355007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.944495, loss@max: 1.359441, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.941689, loss@max: 1.360462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.943711, loss@max: 1.366387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.949608, loss@max: 1.365668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.943309, loss@max: 1.358245, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.946821, loss@max: 1.354872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.946592, loss@max: 1.354049, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.947224, loss@max: 1.361406, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.948036, loss@max: 1.357719, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.947941, loss@max: 1.357029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.945984, loss@max: 1.354891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.955670, loss@max: 1.359219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.948974, loss@max: 1.352415, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.945271, loss@max: 1.356064, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.428735, LT: 0.432193, Top1S: 89.614601, Top1T: 89.492905Best acc: 89.614601 Train:epoch: 101, loss@min: 0.943049, loss@max: 1.358680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.428892, LT: 0.432298, Top1S: 89.614601, Top1T: 89.492905 Train:epoch: 102, loss@min: 0.944527, loss@max: 1.355656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.429025, LT: 0.432400, Top1S: 89.574036, Top1T: 89.492905 Train:epoch: 103, loss@min: 0.945152, loss@max: 1.355525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.429139, LT: 0.432508, Top1S: 89.574036, Top1T: 89.492905 Train:epoch: 104, loss@min: 0.949354, loss@max: 1.360972, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 90} ------------------------------------------- Thu Jan 18 20:41:51 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.049057, loss@max: 1.022928, Top1S acc: 100.000000, Top1T acc: 86.500000 Train:epoch: 2, loss@min: 1.799838, loss@max: 1.116089, Top1S acc: 100.000000, Top1T acc: 89.000000 Train:epoch: 3, loss@min: 1.595699, loss@max: 1.191404, Top1S acc: 100.000000, Top1T acc: 90.500000 Train:epoch: 4, loss@min: 1.355051, loss@max: 1.231563, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 5, loss@min: 1.172554, loss@max: 1.262468, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 6, loss@min: 1.128583, loss@max: 1.315290, Top1S acc: 100.000000, Top1T acc: 94.500000 Train:epoch: 7, loss@min: 1.004540, loss@max: 1.326499, Top1S acc: 100.000000, Top1T acc: 96.500000 Train:epoch: 8, loss@min: 0.966784, loss@max: 1.342545, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 9, loss@min: 0.887146, loss@max: 1.351117, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 10, loss@min: 0.879074, loss@max: 1.362441, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 11, loss@min: 1.003427, loss@max: 1.399879, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 12, loss@min: 0.917380, loss@max: 1.375690, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 13, loss@min: 0.854217, loss@max: 1.340192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.854693, loss@max: 1.315745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.879706, loss@max: 1.304976, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.951492, loss@max: 1.305175, Top1S acc: 100.000000, Top1T acc: 98.500000 Train:epoch: 17, loss@min: 0.966777, loss@max: 1.292498, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 18, loss@min: 0.990860, loss@max: 1.287099, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 1.013857, loss@max: 1.273947, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 20, loss@min: 1.005565, loss@max: 1.270757, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 21, loss@min: 1.001246, loss@max: 1.271418, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 22, loss@min: 1.018435, loss@max: 1.268713, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 23, loss@min: 1.010628, loss@max: 1.269466, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 24, loss@min: 0.966328, loss@max: 1.255269, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.982850, loss@max: 1.263543, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 26, loss@min: 0.973811, loss@max: 1.274152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.987037, loss@max: 1.283300, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 28, loss@min: 0.984489, loss@max: 1.284616, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 29, loss@min: 0.952855, loss@max: 1.283033, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.960009, loss@max: 1.301902, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 31, loss@min: 0.962653, loss@max: 1.314497, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 32, loss@min: 0.958008, loss@max: 1.324173, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 33, loss@min: 0.934317, loss@max: 1.321069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.940883, loss@max: 1.329987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.941465, loss@max: 1.331776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.932346, loss@max: 1.329608, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.944773, loss@max: 1.340504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.942518, loss@max: 1.336845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.948911, loss@max: 1.339952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.962872, loss@max: 1.348808, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 41, loss@min: 0.934418, loss@max: 1.335579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.933876, loss@max: 1.342845, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.020628, loss@max: 1.361214, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 44, loss@min: 0.945802, loss@max: 1.338739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.969322, loss@max: 1.345678, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 46, loss@min: 0.947971, loss@max: 1.342125, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.944136, loss@max: 1.340999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.945768, loss@max: 1.342079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944156, loss@max: 1.339818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942355, loss@max: 1.344939, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.949013, loss@max: 1.349620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.957338, loss@max: 1.353905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.958326, loss@max: 1.351766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.955562, loss@max: 1.348319, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.950147, loss@max: 1.344074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.951902, loss@max: 1.348081, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945008, loss@max: 1.345680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.976922, loss@max: 1.366346, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 59, loss@min: 0.946391, loss@max: 1.359155, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.943207, loss@max: 1.358118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.955895, loss@max: 1.359295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.948134, loss@max: 1.356844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.948339, loss@max: 1.353517, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949187, loss@max: 1.354503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.946544, loss@max: 1.354848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.947500, loss@max: 1.352500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.944834, loss@max: 1.357457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.943641, loss@max: 1.357178, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.945149, loss@max: 1.357358, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.952671, loss@max: 1.361865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.943765, loss@max: 1.358665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.941770, loss@max: 1.357412, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.959276, loss@max: 1.363915, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.951085, loss@max: 1.358755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.947525, loss@max: 1.358889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.951186, loss@max: 1.358666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.957244, loss@max: 1.361800, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.965093, loss@max: 1.364113, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 79, loss@min: 0.949061, loss@max: 1.361805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.970865, loss@max: 1.365783, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 81, loss@min: 0.946992, loss@max: 1.362305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.942292, loss@max: 1.360711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.942968, loss@max: 1.359196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.954124, loss@max: 1.359472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.948901, loss@max: 1.353807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.947877, loss@max: 1.360475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.980064, loss@max: 1.365810, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 88, loss@min: 0.968329, loss@max: 1.370779, Top1S acc: 100.000000, Top1T acc: 99.500000 Train:epoch: 89, loss@min: 0.944692, loss@max: 1.358321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.946223, loss@max: 1.361607, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.384430, LT: 0.384183, Top1S: 90.466530, Top1T: 90.507103Best acc: 90.507103 Train:epoch: 91, loss@min: 0.955082, loss@max: 1.366889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.384883, LT: 0.384643, Top1S: 90.466530, Top1T: 90.507103 Train:epoch: 92, loss@min: 0.945087, loss@max: 1.362120, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 20:47:48 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.053199, loss@max: 1.116011, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 2, loss@min: 1.728804, loss@max: 1.252478, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 3, loss@min: 1.495980, loss@max: 1.312320, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 4, loss@min: 1.337875, loss@max: 1.370136, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 5, loss@min: 1.085633, loss@max: 1.355931, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 6, loss@min: 1.162502, loss@max: 1.403310, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 7, loss@min: 1.048173, loss@max: 1.369471, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 8, loss@min: 1.013068, loss@max: 1.337687, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 1.027962, loss@max: 1.302702, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 10, loss@min: 1.112422, loss@max: 1.292403, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 11, loss@min: 1.071048, loss@max: 1.256606, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 12, loss@min: 1.106006, loss@max: 1.263454, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 13, loss@min: 1.035073, loss@max: 1.231912, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 14, loss@min: 1.074726, loss@max: 1.253723, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 15, loss@min: 0.993401, loss@max: 1.242546, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.986035, loss@max: 1.245423, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 17, loss@min: 0.961735, loss@max: 1.251571, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 0.987200, loss@max: 1.272125, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 0.956202, loss@max: 1.277638, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 0.960138, loss@max: 1.286416, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 0.969970, loss@max: 1.291283, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.963561, loss@max: 1.292771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.963593, loss@max: 1.285468, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.950634, loss@max: 1.286341, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 0.956230, loss@max: 1.301123, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.967219, loss@max: 1.307977, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 0.952735, loss@max: 1.306397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.952794, loss@max: 1.308690, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.982317, loss@max: 1.321317, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 30, loss@min: 0.973710, loss@max: 1.317358, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.954236, loss@max: 1.313383, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 0.965837, loss@max: 1.331559, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 0.951486, loss@max: 1.319054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.959177, loss@max: 1.321267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.960395, loss@max: 1.327820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971130, loss@max: 1.334467, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.960974, loss@max: 1.342212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.949231, loss@max: 1.333440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952724, loss@max: 1.338439, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 0.961128, loss@max: 1.343979, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 0.952747, loss@max: 1.341346, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.943173, loss@max: 1.336067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.952370, loss@max: 1.338535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.950411, loss@max: 1.341647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.956277, loss@max: 1.346824, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.952778, loss@max: 1.347372, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.975334, loss@max: 1.348045, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.949437, loss@max: 1.347158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.949251, loss@max: 1.346487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.988501, loss@max: 1.355308, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 0.948753, loss@max: 1.345620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.946289, loss@max: 1.349717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.946848, loss@max: 1.351177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.950676, loss@max: 1.350901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.946360, loss@max: 1.345625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.955434, loss@max: 1.359314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.944938, loss@max: 1.352949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.953692, loss@max: 1.357908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.952429, loss@max: 1.358283, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 60, loss@min: 0.968021, loss@max: 1.363487, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.948465, loss@max: 1.358689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.964370, loss@max: 1.369016, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.946645, loss@max: 1.356278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.948345, loss@max: 1.357431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.952294, loss@max: 1.355987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.950293, loss@max: 1.357520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.947574, loss@max: 1.357561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.959648, loss@max: 1.363226, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 0.947413, loss@max: 1.358174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.954221, loss@max: 1.364231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.949057, loss@max: 1.357972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.951747, loss@max: 1.363119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.950364, loss@max: 1.360420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.950139, loss@max: 1.361350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.964870, loss@max: 1.368573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.949002, loss@max: 1.361116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.962909, loss@max: 1.368341, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.950497, loss@max: 1.360923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.948105, loss@max: 1.357921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.946887, loss@max: 1.357803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.304309, LT: 0.304252, Top1S: 91.724136, Top1T: 91.886414Best acc: 91.886414 Train:epoch: 81, loss@min: 0.954222, loss@max: 1.360156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.304077, LT: 0.303951, Top1S: 91.724136, Top1T: 91.805275 Train:epoch: 82, loss@min: 0.948077, loss@max: 1.363163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.304210, LT: 0.304076, Top1S: 91.764709, Top1T: 91.845840 Train:epoch: 83, loss@min: 0.951920, loss@max: 1.365468, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.304652, LT: 0.304548, Top1S: 91.805275, Top1T: 91.886414 Train:epoch: 84, loss@min: 0.947436, loss@max: 1.358393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.304531, LT: 0.304337, Top1S: 91.805275, Top1T: 91.805275 Train:epoch: 85, loss@min: 0.947560, loss@max: 1.357954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.304256, LT: 0.304077, Top1S: 91.724136, Top1T: 91.764709 Train:epoch: 86, loss@min: 0.959835, loss@max: 1.360742, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 86, LS: 0.304538, LT: 0.304354, Top1S: 91.764709, Top1T: 91.764709 Train:epoch: 87, loss@min: 0.949886, loss@max: 1.355181, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.304707, LT: 0.304501, Top1S: 91.764709, Top1T: 91.764709 Train:epoch: 88, loss@min: 0.963627, loss@max: 1.371107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.305137, LT: 0.304831, Top1S: 91.764709, Top1T: 91.724136 Train:epoch: 89, loss@min: 0.949116, loss@max: 1.362267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.305554, LT: 0.305358, Top1S: 91.805275, Top1T: 91.805275 Train:epoch: 90, loss@min: 0.953337, loss@max: 1.366693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.305828, LT: 0.305912, Top1S: 91.967545, Top1T: 91.805275Best acc: 91.967545 Train:epoch: 91, loss@min: 0.947607, loss@max: 1.361569, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 21:01:36 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.053199, loss@max: 1.116011, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 2, loss@min: 1.728804, loss@max: 1.252478, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 3, loss@min: 1.495980, loss@max: 1.312320, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 4, loss@min: 1.337875, loss@max: 1.370136, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 5, loss@min: 1.085633, loss@max: 1.355931, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 6, loss@min: 1.162502, loss@max: 1.403310, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 7, loss@min: 1.048173, loss@max: 1.369471, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 8, loss@min: 1.013068, loss@max: 1.337687, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 1.027962, loss@max: 1.302702, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 10, loss@min: 1.112422, loss@max: 1.292403, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 11, loss@min: 1.071048, loss@max: 1.256606, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 12, loss@min: 1.106006, loss@max: 1.263454, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 13, loss@min: 1.035073, loss@max: 1.231912, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 14, loss@min: 1.074726, loss@max: 1.253723, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 15, loss@min: 0.993401, loss@max: 1.242546, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.986035, loss@max: 1.245423, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 17, loss@min: 0.961735, loss@max: 1.251571, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 0.987200, loss@max: 1.272125, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 0.956202, loss@max: 1.277638, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 0.960138, loss@max: 1.286416, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 0.969970, loss@max: 1.291283, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.963561, loss@max: 1.292771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.963593, loss@max: 1.285468, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.950634, loss@max: 1.286341, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 0.956230, loss@max: 1.301123, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.967219, loss@max: 1.307977, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 0.952735, loss@max: 1.306397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.952794, loss@max: 1.308690, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.982317, loss@max: 1.321317, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 30, loss@min: 0.973710, loss@max: 1.317358, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.954236, loss@max: 1.313383, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 0.965837, loss@max: 1.331559, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 0.951486, loss@max: 1.319054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.959177, loss@max: 1.321267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.960395, loss@max: 1.327820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971130, loss@max: 1.334467, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.960974, loss@max: 1.342212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.949231, loss@max: 1.333440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952724, loss@max: 1.338439, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 0.961128, loss@max: 1.343979, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 0.952747, loss@max: 1.341346, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.943173, loss@max: 1.336067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.952370, loss@max: 1.338535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.950411, loss@max: 1.341647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.956277, loss@max: 1.346824, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.952778, loss@max: 1.347372, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.975334, loss@max: 1.348045, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.949437, loss@max: 1.347158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.949251, loss@max: 1.346487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.988501, loss@max: 1.355308, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 0.948753, loss@max: 1.345620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.946289, loss@max: 1.349717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.946848, loss@max: 1.351177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.950676, loss@max: 1.350901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.946360, loss@max: 1.345625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.955434, loss@max: 1.359314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.944938, loss@max: 1.352949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.953692, loss@max: 1.357908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.952429, loss@max: 1.358283, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 60, loss@min: 0.968021, loss@max: 1.363487, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.948465, loss@max: 1.358689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.964370, loss@max: 1.369016, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.946645, loss@max: 1.356278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.948345, loss@max: 1.357431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.952294, loss@max: 1.355987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.950293, loss@max: 1.357520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.947574, loss@max: 1.357561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.959648, loss@max: 1.363226, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 0.947413, loss@max: 1.358174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.954221, loss@max: 1.364231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.949057, loss@max: 1.357972, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.951747, loss@max: 1.363119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.950364, loss@max: 1.360420, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.950139, loss@max: 1.361350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.964870, loss@max: 1.368573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.949002, loss@max: 1.361116, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.962909, loss@max: 1.368341, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.950497, loss@max: 1.360923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.948105, loss@max: 1.357921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.946887, loss@max: 1.357803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.304308, LT: 0.304251, Top1S: 91.724136, Top1T: 91.886414Best acc: 91.886414 Train:epoch: 81, loss@min: 0.954222, loss@max: 1.360156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.304076, LT: 0.303950, Top1S: 91.724136, Top1T: 91.805275 Train:epoch: 82, loss@min: 0.948077, loss@max: 1.363163, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 70} ------------------------------------------- Thu Jan 18 21:10:54 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.053199, loss@max: 1.116011, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 2, loss@min: 1.728804, loss@max: 1.252478, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 3, loss@min: 1.495980, loss@max: 1.312320, Top1S acc: 100.000000, Top1T acc: 89.062500 Train:epoch: 4, loss@min: 1.337875, loss@max: 1.370136, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 5, loss@min: 1.085633, loss@max: 1.355931, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 6, loss@min: 1.162502, loss@max: 1.403310, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 7, loss@min: 1.048173, loss@max: 1.369471, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 8, loss@min: 1.013068, loss@max: 1.337687, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 1.027962, loss@max: 1.302702, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 10, loss@min: 1.112422, loss@max: 1.292403, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 11, loss@min: 1.071048, loss@max: 1.256606, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 12, loss@min: 1.106006, loss@max: 1.263454, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 13, loss@min: 1.035073, loss@max: 1.231912, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 14, loss@min: 1.074726, loss@max: 1.253723, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 15, loss@min: 0.993401, loss@max: 1.242546, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.986035, loss@max: 1.245423, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 17, loss@min: 0.961735, loss@max: 1.251571, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 0.987200, loss@max: 1.272125, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 0.956202, loss@max: 1.277638, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 0.960138, loss@max: 1.286416, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 21, loss@min: 0.969970, loss@max: 1.291283, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.963561, loss@max: 1.292771, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.963593, loss@max: 1.285468, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.950634, loss@max: 1.286341, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 0.956230, loss@max: 1.301123, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.967219, loss@max: 1.307977, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 0.952735, loss@max: 1.306397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.952794, loss@max: 1.308690, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.982317, loss@max: 1.321317, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 30, loss@min: 0.973710, loss@max: 1.317358, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.954236, loss@max: 1.313383, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 0.965837, loss@max: 1.331559, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 0.951486, loss@max: 1.319054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.959177, loss@max: 1.321267, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.960395, loss@max: 1.327820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971130, loss@max: 1.334467, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.960974, loss@max: 1.342212, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.949231, loss@max: 1.333440, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952724, loss@max: 1.338439, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 40, loss@min: 0.961128, loss@max: 1.343979, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 0.952747, loss@max: 1.341346, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.943173, loss@max: 1.336067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.952370, loss@max: 1.338535, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.950411, loss@max: 1.341647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.956277, loss@max: 1.346824, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.952778, loss@max: 1.347372, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.975334, loss@max: 1.348045, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.949437, loss@max: 1.347158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.949251, loss@max: 1.346487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.988501, loss@max: 1.355308, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 51, loss@min: 0.948753, loss@max: 1.345620, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.946289, loss@max: 1.349717, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.946848, loss@max: 1.351177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.950676, loss@max: 1.350901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.946360, loss@max: 1.345625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.955434, loss@max: 1.359314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.944938, loss@max: 1.352949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.953692, loss@max: 1.357908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.952429, loss@max: 1.358283, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 60, loss@min: 0.968021, loss@max: 1.363487, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 61, loss@min: 0.948465, loss@max: 1.358689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.964370, loss@max: 1.369016, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.946645, loss@max: 1.356278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.948345, loss@max: 1.357431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.952294, loss@max: 1.355987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.950293, loss@max: 1.357520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.947574, loss@max: 1.357561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.959648, loss@max: 1.363226, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 69, loss@min: 0.947413, loss@max: 1.358174, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.954221, loss@max: 1.364231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.308298, LT: 0.307581, Top1S: 91.683571, Top1T: 91.886414Best acc: 91.886414 Train:epoch: 71, loss@min: 0.949057, loss@max: 1.357972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.309703, LT: 0.308729, Top1S: 91.643005, Top1T: 91.764709{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 70} ------------------------------------------- Thu Jan 18 21:19:07 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.512547, loss@max: 1.223131, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 2, loss@min: 1.693101, loss@max: 1.230657, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 3, loss@min: 1.502784, loss@max: 1.288306, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 4, loss@min: 1.063626, loss@max: 1.247717, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 5, loss@min: 1.029324, loss@max: 1.275485, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 6, loss@min: 0.981254, loss@max: 1.281701, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 7, loss@min: 0.931086, loss@max: 1.278241, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 8, loss@min: 0.934149, loss@max: 1.260205, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 0.873895, loss@max: 1.223962, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 1.051708, loss@max: 1.247554, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 11, loss@min: 0.914324, loss@max: 1.201423, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.961389, loss@max: 1.221109, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 13, loss@min: 0.906250, loss@max: 1.196259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.970372, loss@max: 1.210547, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 0.927736, loss@max: 1.203154, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.933209, loss@max: 1.216489, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 0.915522, loss@max: 1.219996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.917174, loss@max: 1.234328, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.907932, loss@max: 1.237108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.918057, loss@max: 1.238881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.932463, loss@max: 1.253682, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.931266, loss@max: 1.258774, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.919707, loss@max: 1.255096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.916496, loss@max: 1.262456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.955997, loss@max: 1.287783, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.952069, loss@max: 1.289164, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.947630, loss@max: 1.283705, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 0.928811, loss@max: 1.282554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.925565, loss@max: 1.294737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.967521, loss@max: 1.300318, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.924362, loss@max: 1.296725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.924444, loss@max: 1.300508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.935725, loss@max: 1.295350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.934037, loss@max: 1.299260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.931753, loss@max: 1.309783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.928169, loss@max: 1.314739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.932429, loss@max: 1.316115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.945905, loss@max: 1.318718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.939241, loss@max: 1.320902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.933989, loss@max: 1.324928, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.932347, loss@max: 1.325540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.935194, loss@max: 1.325233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.933295, loss@max: 1.329913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.933714, loss@max: 1.332583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.938156, loss@max: 1.329538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.943022, loss@max: 1.328039, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.963127, loss@max: 1.335100, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.933760, loss@max: 1.340688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.931902, loss@max: 1.344753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.941612, loss@max: 1.338756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.947347, loss@max: 1.332108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.941551, loss@max: 1.340057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.934965, loss@max: 1.354497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.939654, loss@max: 1.344144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.944030, loss@max: 1.340552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.943845, loss@max: 1.343367, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.938586, loss@max: 1.348689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.939218, loss@max: 1.349769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.938333, loss@max: 1.350770, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.947392, loss@max: 1.346018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.945227, loss@max: 1.344775, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.953210, loss@max: 1.351585, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.939646, loss@max: 1.351242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.942390, loss@max: 1.349978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.947501, loss@max: 1.345336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.945537, loss@max: 1.347435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.943024, loss@max: 1.350731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.940175, loss@max: 1.353390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.944067, loss@max: 1.350945, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.947878, loss@max: 1.347080, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.471724, LT: 0.474720, Top1S: 90.791077, Top1T: 90.791077Best acc: 90.791077 Train:epoch: 71, loss@min: 0.944197, loss@max: 1.351152, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 40} ------------------------------------------- Thu Jan 18 21:27:06 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.512547, loss@max: 1.223131, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 2, loss@min: 1.693101, loss@max: 1.230657, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 3, loss@min: 1.502784, loss@max: 1.288306, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 4, loss@min: 1.063626, loss@max: 1.247717, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 5, loss@min: 1.029324, loss@max: 1.275485, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 6, loss@min: 0.981254, loss@max: 1.281701, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 7, loss@min: 0.931086, loss@max: 1.278241, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 8, loss@min: 0.934149, loss@max: 1.260205, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 0.873895, loss@max: 1.223962, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 1.051708, loss@max: 1.247554, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 11, loss@min: 0.914324, loss@max: 1.201423, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.961389, loss@max: 1.221109, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 13, loss@min: 0.906250, loss@max: 1.196259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.970372, loss@max: 1.210547, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 0.927736, loss@max: 1.203154, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.933209, loss@max: 1.216489, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 0.915522, loss@max: 1.219996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.917174, loss@max: 1.234328, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.907932, loss@max: 1.237108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.918057, loss@max: 1.238881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.932463, loss@max: 1.253682, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.931266, loss@max: 1.258774, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.919707, loss@max: 1.255096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.916496, loss@max: 1.262456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.955997, loss@max: 1.287783, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.952069, loss@max: 1.289164, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.947630, loss@max: 1.283705, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 0.928811, loss@max: 1.282554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.925565, loss@max: 1.294737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.967521, loss@max: 1.300318, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.924362, loss@max: 1.296725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.924444, loss@max: 1.300508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.935725, loss@max: 1.295350, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.934037, loss@max: 1.299260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.931753, loss@max: 1.309783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.928169, loss@max: 1.314739, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.932429, loss@max: 1.316115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.945905, loss@max: 1.318718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.939241, loss@max: 1.320902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.933989, loss@max: 1.324928, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.474675, LT: 0.475074, Top1S: 91.115616, Top1T: 91.277893Best acc: 91.277893 Train:epoch: 41, loss@min: 0.932349, loss@max: 1.325545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.471338, LT: 0.471493, Top1S: 91.156189, Top1T: 91.237320 Train:epoch: 42, loss@min: 0.935207, loss@max: 1.325224, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.471499, LT: 0.471201, Top1S: 91.196754, Top1T: 91.034485 Train:epoch: 43, loss@min: 0.933261, loss@max: 1.329939, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.471025, LT: 0.471478, Top1S: 91.196754, Top1T: 91.034485 Train:epoch: 44, loss@min: 0.933828, loss@max: 1.332471, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 28} ------------------------------------------- Thu Jan 18 21:33:39 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.512547, loss@max: 1.223131, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 2, loss@min: 1.693101, loss@max: 1.230657, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 3, loss@min: 1.502784, loss@max: 1.288306, Top1S acc: 100.000000, Top1T acc: 92.968750 Train:epoch: 4, loss@min: 1.063626, loss@max: 1.247717, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 5, loss@min: 1.029324, loss@max: 1.275485, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 6, loss@min: 0.981254, loss@max: 1.281701, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 7, loss@min: 0.931086, loss@max: 1.278241, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 8, loss@min: 0.934149, loss@max: 1.260205, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 0.873895, loss@max: 1.223962, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 1.051708, loss@max: 1.247554, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 11, loss@min: 0.914324, loss@max: 1.201423, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.961389, loss@max: 1.221109, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 13, loss@min: 0.906250, loss@max: 1.196259, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.970372, loss@max: 1.210547, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 0.927736, loss@max: 1.203154, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.933209, loss@max: 1.216489, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 0.915522, loss@max: 1.219996, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.917174, loss@max: 1.234328, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.907932, loss@max: 1.237108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.918057, loss@max: 1.238881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.932463, loss@max: 1.253682, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.931266, loss@max: 1.258774, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.919707, loss@max: 1.255096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.916496, loss@max: 1.262456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.955997, loss@max: 1.287783, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.952069, loss@max: 1.289164, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.947630, loss@max: 1.283705, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 0.928811, loss@max: 1.282554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 28, LS: 0.487499, LT: 0.489863, Top1S: 90.709938, Top1T: 90.547668Best acc: 90.709938 Train:epoch: 29, loss@min: 0.925377, loss@max: 1.294963, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 29, LS: 0.487864, LT: 0.489655, Top1S: 90.547668, Top1T: 90.507103 Train:epoch: 30, loss@min: 0.967534, loss@max: 1.300197, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 30, LS: 0.487317, LT: 0.489238, Top1S: 90.588234, Top1T: 90.547668 Train:epoch: 31, loss@min: 0.924671, loss@max: 1.296333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.480836, LT: 0.482362, Top1S: 90.628807, Top1T: 90.588234 Train:epoch: 32, loss@min: 0.924817, loss@max: 1.300111, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 40} ------------------------------------------- Thu Jan 18 21:38:57 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.523538, loss@max: 1.228081, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 2, loss@min: 1.689953, loss@max: 1.232508, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 3, loss@min: 1.495062, loss@max: 1.287858, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 4, loss@min: 1.061195, loss@max: 1.246989, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 5, loss@min: 1.030209, loss@max: 1.274960, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 6, loss@min: 0.981013, loss@max: 1.280848, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 7, loss@min: 0.931263, loss@max: 1.276646, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 8, loss@min: 0.936402, loss@max: 1.257340, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 0.876784, loss@max: 1.220592, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 1.054033, loss@max: 1.244687, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 11, loss@min: 0.914355, loss@max: 1.199848, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 12, loss@min: 0.961591, loss@max: 1.221510, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 13, loss@min: 0.905478, loss@max: 1.195906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.970191, loss@max: 1.209794, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 0.928440, loss@max: 1.202263, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 16, loss@min: 0.930646, loss@max: 1.217797, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 17, loss@min: 0.913861, loss@max: 1.221228, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.914133, loss@max: 1.235242, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.908165, loss@max: 1.236851, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.917458, loss@max: 1.238879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.931267, loss@max: 1.254333, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.931631, loss@max: 1.258873, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 23, loss@min: 0.919465, loss@max: 1.255262, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.915327, loss@max: 1.263906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.954350, loss@max: 1.287697, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.953856, loss@max: 1.288124, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.948654, loss@max: 1.283988, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 28, loss@min: 0.927245, loss@max: 1.283344, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.925621, loss@max: 1.294416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.964843, loss@max: 1.300437, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.925206, loss@max: 1.296117, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.924857, loss@max: 1.300205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.935587, loss@max: 1.295290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.933843, loss@max: 1.300689, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.930223, loss@max: 1.311356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.928562, loss@max: 1.313904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.935796, loss@max: 1.315196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.943920, loss@max: 1.319840, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 0.935385, loss@max: 1.323052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.932730, loss@max: 1.326775, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.482720, LT: 0.483494, Top1S: 91.156189, Top1T: 91.196754Best acc: 91.196754 Train:epoch: 41, loss@min: 0.932480, loss@max: 1.325671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.479815, LT: 0.480057, Top1S: 91.075050, Top1T: 91.115616 Train:epoch: 42, loss@min: 0.935109, loss@max: 1.325630, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.479411, LT: 0.479001, Top1S: 91.034485, Top1T: 90.993912 Train:epoch: 43, loss@min: 0.932949, loss@max: 1.330471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.478188, LT: 0.478472, Top1S: 90.953346, Top1T: 90.993912 Train:epoch: 44, loss@min: 0.937264, loss@max: 1.328378, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 0.476544, LT: 0.478283, Top1S: 90.872208, Top1T: 90.872208 Train:epoch: 45, loss@min: 0.938876, loss@max: 1.328323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.469122, LT: 0.470774, Top1S: 91.075050, Top1T: 91.034485 Train:epoch: 46, loss@min: 0.939848, loss@max: 1.331881, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.466931, LT: 0.467139, Top1S: 91.075050, Top1T: 90.993912 Train:epoch: 47, loss@min: 0.956927, loss@max: 1.339614, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 47, LS: 0.466395, LT: 0.466870, Top1S: 90.872208, Top1T: 90.912781{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 21:47:05 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.434623, loss@max: 1.203544, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 2, loss@min: 1.657441, loss@max: 1.226402, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 3, loss@min: 1.552476, loss@max: 1.306081, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 4, loss@min: 1.052034, loss@max: 1.257187, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 5, loss@min: 1.021407, loss@max: 1.286560, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 6, loss@min: 0.958303, loss@max: 1.288193, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 7, loss@min: 0.886456, loss@max: 1.276712, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 0.912643, loss@max: 1.265381, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 0.866178, loss@max: 1.234985, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 1.057562, loss@max: 1.262212, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 11, loss@min: 0.889782, loss@max: 1.201326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.010553, loss@max: 1.233680, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 13, loss@min: 0.905511, loss@max: 1.195489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.945624, loss@max: 1.211292, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 0.925936, loss@max: 1.207676, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 0.951273, loss@max: 1.225113, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 0.906539, loss@max: 1.224990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.917254, loss@max: 1.247578, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.907691, loss@max: 1.248691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.910905, loss@max: 1.246076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.915044, loss@max: 1.260680, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.899478, loss@max: 1.270234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.908498, loss@max: 1.267650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.914679, loss@max: 1.267893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.942066, loss@max: 1.287050, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.946511, loss@max: 1.302309, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 0.919621, loss@max: 1.287935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.926982, loss@max: 1.302682, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.921675, loss@max: 1.299921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.925816, loss@max: 1.296864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.925161, loss@max: 1.304626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.932840, loss@max: 1.305570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.925198, loss@max: 1.312970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.916757, loss@max: 1.329149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.928797, loss@max: 1.317706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.934574, loss@max: 1.318964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.920669, loss@max: 1.335037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.923942, loss@max: 1.336214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.926784, loss@max: 1.340169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.922625, loss@max: 1.346877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.929675, loss@max: 1.339728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.931561, loss@max: 1.345935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.926477, loss@max: 1.352203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.930096, loss@max: 1.346108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.940126, loss@max: 1.347853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.947467, loss@max: 1.341914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.992147, loss@max: 1.348006, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.925353, loss@max: 1.365790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.923786, loss@max: 1.369108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.939101, loss@max: 1.356908, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.961456, loss@max: 1.337371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.937923, loss@max: 1.362878, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.914187, loss@max: 1.387640, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.935755, loss@max: 1.365172, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.956115, loss@max: 1.350334, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.966942, loss@max: 1.355807, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 57, loss@min: 0.921774, loss@max: 1.382582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.914533, loss@max: 1.395622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.945440, loss@max: 1.363490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.958549, loss@max: 1.356307, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.925388, loss@max: 1.382982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.946472, loss@max: 1.385854, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 63, loss@min: 0.952525, loss@max: 1.356426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.952227, loss@max: 1.357903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.953659, loss@max: 1.361330, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.943820, loss@max: 1.369069, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.945150, loss@max: 1.366943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.941451, loss@max: 1.377324, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947453, loss@max: 1.363756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.944364, loss@max: 1.366152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.948424, loss@max: 1.376206, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 72, loss@min: 0.945677, loss@max: 1.373978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.951853, loss@max: 1.359950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.939772, loss@max: 1.372809, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.945716, loss@max: 1.370982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.932200, loss@max: 1.385832, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.960884, loss@max: 1.394022, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 78, loss@min: 0.946016, loss@max: 1.369386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.965294, loss@max: 1.345225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.937458, loss@max: 1.377255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.663827, LT: 0.707371, Top1S: 90.304260, Top1T: 90.020287Best acc: 90.304260 Train:epoch: 81, loss@min: 0.934299, loss@max: 1.380150, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.660499, LT: 0.700012, Top1S: 90.223122, Top1T: 89.898582 Train:epoch: 82, loss@min: 0.932978, loss@max: 1.380111, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Thu Jan 18 21:56:57 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.434623, loss@max: 1.203544, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 2, loss@min: 1.657441, loss@max: 1.226402, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 3, loss@min: 1.552476, loss@max: 1.306081, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 4, loss@min: 1.052034, loss@max: 1.257187, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 5, loss@min: 1.021407, loss@max: 1.286560, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 6, loss@min: 0.958303, loss@max: 1.288193, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 7, loss@min: 0.886456, loss@max: 1.276712, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 0.912643, loss@max: 1.265381, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 0.866178, loss@max: 1.234985, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 1.057562, loss@max: 1.262212, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 11, loss@min: 0.889782, loss@max: 1.201326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.010553, loss@max: 1.233680, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 13, loss@min: 0.905511, loss@max: 1.195489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.945624, loss@max: 1.211292, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 0.925936, loss@max: 1.207676, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 0.951273, loss@max: 1.225113, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 0.906539, loss@max: 1.224990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.917254, loss@max: 1.247578, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.907691, loss@max: 1.248691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.910905, loss@max: 1.246076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.915044, loss@max: 1.260680, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.899478, loss@max: 1.270234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.908498, loss@max: 1.267650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.914679, loss@max: 1.267893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.942066, loss@max: 1.287050, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.946511, loss@max: 1.302309, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 0.919621, loss@max: 1.287935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.926982, loss@max: 1.302682, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.921675, loss@max: 1.299921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.925816, loss@max: 1.296864, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 0.525974, LT: 0.536967, Top1S: 90.507103, Top1T: 90.304260Best acc: 90.507103 Train:epoch: 31, loss@min: 0.925161, loss@max: 1.304626, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.526316, LT: 0.535590, Top1S: 90.547668, Top1T: 90.223122Best acc: 90.547668 Train:epoch: 32, loss@min: 0.933014, loss@max: 1.305520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.522445, LT: 0.537487, Top1S: 90.709938, Top1T: 90.304260Best acc: 90.709938 Train:epoch: 33, loss@min: 0.925016, loss@max: 1.313254, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Jan 18 22:02:08 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.434623, loss@max: 1.203544, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 2, loss@min: 1.657441, loss@max: 1.226402, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 3, loss@min: 1.552476, loss@max: 1.306081, Top1S acc: 100.000000, Top1T acc: 94.140625 Train:epoch: 4, loss@min: 1.052034, loss@max: 1.257187, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 5, loss@min: 1.021407, loss@max: 1.286560, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 6, loss@min: 0.958303, loss@max: 1.288193, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 7, loss@min: 0.886456, loss@max: 1.276712, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 8, loss@min: 0.912643, loss@max: 1.265381, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 9, loss@min: 0.866178, loss@max: 1.234985, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 10, loss@min: 1.057562, loss@max: 1.262212, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 11, loss@min: 0.889782, loss@max: 1.201326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.010553, loss@max: 1.233680, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 13, loss@min: 0.905511, loss@max: 1.195489, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.945624, loss@max: 1.211292, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 15, loss@min: 0.925936, loss@max: 1.207676, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 0.951273, loss@max: 1.225113, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 0.906539, loss@max: 1.224990, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.917254, loss@max: 1.247578, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 19, loss@min: 0.907691, loss@max: 1.248691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.910905, loss@max: 1.246076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.915044, loss@max: 1.260680, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.899478, loss@max: 1.270234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.908498, loss@max: 1.267650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.914679, loss@max: 1.267893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.942066, loss@max: 1.287050, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 26, loss@min: 0.946511, loss@max: 1.302309, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 0.919621, loss@max: 1.287935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.926982, loss@max: 1.302682, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.921675, loss@max: 1.299921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.925816, loss@max: 1.296864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.925161, loss@max: 1.304626, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.932840, loss@max: 1.305570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.925198, loss@max: 1.312970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.916757, loss@max: 1.329149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.928797, loss@max: 1.317706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.934574, loss@max: 1.318964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.920669, loss@max: 1.335037, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.923942, loss@max: 1.336214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.926784, loss@max: 1.340169, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.922625, loss@max: 1.346877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.929675, loss@max: 1.339728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.931561, loss@max: 1.345935, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.926477, loss@max: 1.352203, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.930096, loss@max: 1.346108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.940126, loss@max: 1.347853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.947467, loss@max: 1.341914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.992147, loss@max: 1.348006, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.925353, loss@max: 1.365790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.923786, loss@max: 1.369108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.939101, loss@max: 1.356908, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.567019, LT: 0.584496, Top1S: 90.709938, Top1T: 90.547668Best acc: 90.709938 Train:epoch: 51, loss@min: 0.961456, loss@max: 1.337371, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.569776, LT: 0.587744, Top1S: 90.669373, Top1T: 90.385399 Train:epoch: 52, loss@min: 0.937922, loss@max: 1.363086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.570759, LT: 0.591771, Top1S: 90.669373, Top1T: 90.304260 Train:epoch: 53, loss@min: 0.913925, loss@max: 1.387584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.576551, LT: 0.600627, Top1S: 90.466530, Top1T: 90.182556 Train:epoch: 54, loss@min: 0.935377, loss@max: 1.365554, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.574938, LT: 0.595482, Top1S: 90.425964, Top1T: 90.466530{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Jan 18 22:09:57 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.059646, loss@max: 1.117114, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 2, loss@min: 1.724147, loss@max: 1.252925, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 3, loss@min: 1.505404, loss@max: 1.318606, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 4, loss@min: 1.326236, loss@max: 1.375265, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 5, loss@min: 1.075086, loss@max: 1.362357, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 6, loss@min: 1.154194, loss@max: 1.413407, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 7, loss@min: 1.031712, loss@max: 1.377846, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 8, loss@min: 1.002827, loss@max: 1.345779, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 9, loss@min: 1.011402, loss@max: 1.310655, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 10, loss@min: 1.102288, loss@max: 1.300308, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 11, loss@min: 1.061797, loss@max: 1.258113, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 12, loss@min: 1.114989, loss@max: 1.268462, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 13, loss@min: 1.021725, loss@max: 1.230591, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 14, loss@min: 1.082658, loss@max: 1.259688, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 15, loss@min: 0.995575, loss@max: 1.245942, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 16, loss@min: 0.975889, loss@max: 1.250818, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 0.950836, loss@max: 1.258482, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 18, loss@min: 0.975107, loss@max: 1.280840, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 19, loss@min: 0.951977, loss@max: 1.285394, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 0.954280, loss@max: 1.291855, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 21, loss@min: 0.960447, loss@max: 1.292375, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 22, loss@min: 0.973587, loss@max: 1.303066, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 0.943370, loss@max: 1.287660, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 0.935130, loss@max: 1.291011, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 25, loss@min: 0.953393, loss@max: 1.305317, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.965914, loss@max: 1.314541, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.935512, loss@max: 1.319480, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.945548, loss@max: 1.320292, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 0.972439, loss@max: 1.332160, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 30, loss@min: 0.967634, loss@max: 1.325044, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.950533, loss@max: 1.317493, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 32, loss@min: 0.960648, loss@max: 1.342052, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 33, loss@min: 0.937165, loss@max: 1.339860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.954403, loss@max: 1.341358, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.950934, loss@max: 1.339556, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.974004, loss@max: 1.340274, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.952247, loss@max: 1.353988, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 38, loss@min: 0.940006, loss@max: 1.349931, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.940580, loss@max: 1.353407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.948795, loss@max: 1.356556, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 0.950765, loss@max: 1.346602, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 42, loss@min: 0.944398, loss@max: 1.345906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.945929, loss@max: 1.350932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.934093, loss@max: 1.359628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.963752, loss@max: 1.363609, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 0.947766, loss@max: 1.355423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.969858, loss@max: 1.365490, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.940057, loss@max: 1.360997, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.939711, loss@max: 1.367383, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.000605, loss@max: 1.368899, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 50, LS: 0.313735, LT: 0.313547, Top1S: 91.764709, Top1T: 91.764709Best acc: 91.764709 Train:epoch: 51, loss@min: 0.954395, loss@max: 1.361113, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 51, LS: 0.313656, LT: 0.313082, Top1S: 91.845840, Top1T: 91.683571Best acc: 91.845840 Train:epoch: 52, loss@min: 0.934204, loss@max: 1.370017, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 0.314524, LT: 0.313259, Top1S: 91.805275, Top1T: 91.724136 Train:epoch: 53, loss@min: 0.925584, loss@max: 1.378752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.315428, LT: 0.314071, Top1S: 91.805275, Top1T: 91.724136 Train:epoch: 54, loss@min: 0.939465, loss@max: 1.367626, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.315857, LT: 0.315076, Top1S: 91.764709, Top1T: 91.764709 Train:epoch: 55, loss@min: 0.943236, loss@max: 1.356500, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.315562, LT: 0.315853, Top1S: 91.805275, Top1T: 91.764709 Train:epoch: 56, loss@min: 0.967878, loss@max: 1.371517, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 56, LS: 0.315409, LT: 0.316128, Top1S: 91.805275, Top1T: 91.643005 Train:epoch: 57, loss@min: 0.939547, loss@max: 1.367207, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.315610, LT: 0.315888, Top1S: 91.764709, Top1T: 91.643005 Train:epoch: 58, loss@min: 0.951784, loss@max: 1.373714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.316287, LT: 0.315706, Top1S: 91.724136, Top1T: 91.602432 Train:epoch: 59, loss@min: 0.956278, loss@max: 1.371526, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 59, LS: 0.316974, LT: 0.315951, Top1S: 91.683571, Top1T: 91.724136 Train:epoch: 60, loss@min: 0.950829, loss@max: 1.380221, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.317740, LT: 0.315883, Top1S: 91.764709, Top1T: 91.643005 Train:epoch: 61, loss@min: 0.941557, loss@max: 1.380773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.318351, LT: 0.316606, Top1S: 91.805275, Top1T: 91.724136 Train:epoch: 62, loss@min: 0.971166, loss@max: 1.378464, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 62, LS: 0.318489, LT: 0.317562, Top1S: 91.845840, Top1T: 91.724136 Train:epoch: 63, loss@min: 0.942598, loss@max: 1.372213, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.318429, LT: 0.318192, Top1S: 91.967545, Top1T: 91.764709Best acc: 91.967545 Train:epoch: 64, loss@min: 0.942900, loss@max: 1.370317, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.319766, LT: 0.318988, Top1S: 91.845840, Top1T: 91.724136 Train:epoch: 65, loss@min: 0.953982, loss@max: 1.369107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.321196, LT: 0.319596, Top1S: 91.926979, Top1T: 91.845840 Train:epoch: 66, loss@min: 0.944637, loss@max: 1.372613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.323777, LT: 0.321881, Top1S: 91.805275, Top1T: 91.805275 Train:epoch: 67, loss@min: 0.929638, loss@max: 1.385385, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.326237, LT: 0.324505, Top1S: 91.926979, Top1T: 91.561867 Train:epoch: 68, loss@min: 0.964358, loss@max: 1.388691, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 68, LS: 0.327931, LT: 0.326700, Top1S: 91.967545, Top1T: 91.643005 Train:epoch: 69, loss@min: 0.943695, loss@max: 1.371354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.329440, LT: 0.329245, Top1S: 91.886414, Top1T: 91.602432 Train:epoch: 70, loss@min: 0.955506, loss@max: 1.376584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.330332, LT: 0.330875, Top1S: 91.886414, Top1T: 91.561867 Train:epoch: 71, loss@min: 0.949232, loss@max: 1.376453, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 71, LS: 0.331793, LT: 0.331870, Top1S: 91.805275, Top1T: 91.561867 Train:epoch: 72, loss@min: 0.943251, loss@max: 1.374807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.333358, LT: 0.332425, Top1S: 91.845840, Top1T: 91.602432 Train:epoch: 73, loss@min: 0.944566, loss@max: 1.375027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.333206, LT: 0.332631, Top1S: 91.926979, Top1T: 91.602432 Train:epoch: 74, loss@min: 0.943156, loss@max: 1.383444, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.333181, LT: 0.332214, Top1S: 91.886414, Top1T: 91.683571 Train:epoch: 75, loss@min: 0.954739, loss@max: 1.391821, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 75, LS: 0.333521, LT: 0.331892, Top1S: 92.008118, Top1T: 91.683571Best acc: 92.008118 Train:epoch: 76, loss@min: 0.934509, loss@max: 1.390023, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.332088, LT: 0.329851, Top1S: 91.967545, Top1T: 91.683571 Train:epoch: 77, loss@min: 0.966641, loss@max: 1.385354, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 77, LS: 0.330869, LT: 0.328399, Top1S: 92.048683, Top1T: 91.683571Best acc: 92.048683 Train:epoch: 78, loss@min: 0.952045, loss@max: 1.374659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.329317, LT: 0.327619, Top1S: 91.845840, Top1T: 91.643005 Train:epoch: 79, loss@min: 0.949023, loss@max: 1.369645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.327589, LT: 0.327675, Top1S: 91.845840, Top1T: 91.643005 Train:epoch: 80, loss@min: 0.925674, loss@max: 1.389565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.325954, LT: 0.327832, Top1S: 91.886414, Top1T: 91.643005 Train:epoch: 81, loss@min: 0.947602, loss@max: 1.383594, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 81, LS: 0.326070, LT: 0.328585, Top1S: 91.926979, Top1T: 91.724136 Train:epoch: 82, loss@min: 0.935000, loss@max: 1.384660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.326636, LT: 0.329506, Top1S: 92.008118, Top1T: 91.724136 Train:epoch: 83, loss@min: 0.949879, loss@max: 1.390079, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 0.328079, LT: 0.330632, Top1S: 91.805275, Top1T: 91.724136 Train:epoch: 84, loss@min: 0.945151, loss@max: 1.371457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.329586, LT: 0.331194, Top1S: 91.764709, Top1T: 91.683571 Train:epoch: 85, loss@min: 0.954477, loss@max: 1.371125, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 85, LS: 0.330397, LT: 0.331189, Top1S: 91.724136, Top1T: 91.724136 Train:epoch: 86, loss@min: 0.963454, loss@max: 1.367447, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 86, LS: 0.330794, LT: 0.331314, Top1S: 91.643005, Top1T: 91.561867 Train:epoch: 87, loss@min: 0.955476, loss@max: 1.359761, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.330859, LT: 0.331405, Top1S: 91.683571, Top1T: 91.521301 Train:epoch: 88, loss@min: 0.976033, loss@max: 1.377015, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 88, LS: 0.331018, LT: 0.331562, Top1S: 91.805275, Top1T: 91.602432 Train:epoch: 89, loss@min: 0.944521, loss@max: 1.372611, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 0.330963, LT: 0.331960, Top1S: 91.805275, Top1T: 91.724136 Train:epoch: 90, loss@min: 0.955991, loss@max: 1.382522, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 90, LS: 0.330707, LT: 0.332567, Top1S: 91.926979, Top1T: 91.683571 Train:epoch: 91, loss@min: 0.944449, loss@max: 1.376321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.330907, LT: 0.332969, Top1S: 91.967545, Top1T: 91.683571 Train:epoch: 92, loss@min: 0.943623, loss@max: 1.376887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.331504, LT: 0.333523, Top1S: 91.926979, Top1T: 91.764709 Train:epoch: 93, loss@min: 0.944575, loss@max: 1.368271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.332223, LT: 0.334064, Top1S: 91.926979, Top1T: 91.805275 Train:epoch: 94, loss@min: 0.954974, loss@max: 1.388366, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 0.332908, LT: 0.335129, Top1S: 91.926979, Top1T: 91.845840 Train:epoch: 95, loss@min: 0.939064, loss@max: 1.392698, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.334000, LT: 0.336144, Top1S: 91.926979, Top1T: 91.845840 Train:epoch: 96, loss@min: 0.944303, loss@max: 1.395336, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 0.335045, LT: 0.336944, Top1S: 91.845840, Top1T: 91.724136 Train:epoch: 97, loss@min: 0.933161, loss@max: 1.382924, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 0.335700, LT: 0.337476, Top1S: 91.805275, Top1T: 91.683571 Train:epoch: 98, loss@min: 0.941795, loss@max: 1.379730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.336005, LT: 0.337809, Top1S: 91.845840, Top1T: 91.683571 Train:epoch: 99, loss@min: 0.954403, loss@max: 1.385805, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 99, LS: 0.335894, LT: 0.337725, Top1S: 91.886414, Top1T: 91.683571 Train:epoch: 100, loss@min: 0.957462, loss@max: 1.371592, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 0.335564, LT: 0.337527, Top1S: 91.845840, Top1T: 91.683571 Train:epoch: 101, loss@min: 0.943989, loss@max: 1.373516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.335059, LT: 0.337214, Top1S: 91.845840, Top1T: 91.643005 Train:epoch: 102, loss@min: 0.944108, loss@max: 1.373565, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.334811, LT: 0.336764, Top1S: 91.764709, Top1T: 91.724136 Train:epoch: 103, loss@min: 0.955873, loss@max: 1.373610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.334843, LT: 0.336279, Top1S: 91.764709, Top1T: 91.724136 Train:epoch: 104, loss@min: 0.954408, loss@max: 1.372731, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Thu Jan 18 22:42:09 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.008162, loss@max: 1.294498, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 2, loss@min: 1.453012, loss@max: 1.362906, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 3, loss@min: 1.369286, loss@max: 1.413372, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.248882, loss@max: 1.368688, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 5, loss@min: 1.234863, loss@max: 1.331409, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 6, loss@min: 1.195832, loss@max: 1.278037, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 7, loss@min: 1.211707, loss@max: 1.273025, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 8, loss@min: 1.100609, loss@max: 1.249146, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 9, loss@min: 1.199655, loss@max: 1.288916, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 10, loss@min: 1.093611, loss@max: 1.271897, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 11, loss@min: 1.133929, loss@max: 1.290479, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 12, loss@min: 0.973935, loss@max: 1.254763, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 1.024989, loss@max: 1.273971, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 14, loss@min: 1.029975, loss@max: 1.275044, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 0.997409, loss@max: 1.280894, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 0.990004, loss@max: 1.286211, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.015799, loss@max: 1.300022, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 18, loss@min: 1.016946, loss@max: 1.296294, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 0.995123, loss@max: 1.287300, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 1.025767, loss@max: 1.309814, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 21, loss@min: 0.980333, loss@max: 1.312784, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.050594, loss@max: 1.324823, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 0.987006, loss@max: 1.314209, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 24, loss@min: 0.953385, loss@max: 1.305433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.999348, loss@max: 1.335607, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.985585, loss@max: 1.323290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.958025, loss@max: 1.340724, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 28, loss@min: 0.938604, loss@max: 1.327887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.960007, loss@max: 1.323230, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 0.968056, loss@max: 1.318879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.991018, loss@max: 1.363771, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 0.969959, loss@max: 1.356072, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 33, loss@min: 1.021941, loss@max: 1.366693, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 34, loss@min: 0.991266, loss@max: 1.356989, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.979623, loss@max: 1.375436, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 36, loss@min: 0.959559, loss@max: 1.365486, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.962205, loss@max: 1.340109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.944568, loss@max: 1.388171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.941363, loss@max: 1.379433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.957453, loss@max: 1.383097, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 0.949952, loss@max: 1.384731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.961995, loss@max: 1.378703, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 43, loss@min: 0.940951, loss@max: 1.408156, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 0.963583, loss@max: 1.390785, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 45, loss@min: 1.021746, loss@max: 1.346344, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 46, loss@min: 1.000964, loss@max: 1.387420, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 47, loss@min: 0.959537, loss@max: 1.400996, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 48, loss@min: 0.966202, loss@max: 1.398157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.023719, loss@max: 1.405713, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 50, loss@min: 0.940833, loss@max: 1.386524, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.316574, LT: 0.317509, Top1S: 91.967545, Top1T: 91.926979Best acc: 91.967545 Train:epoch: 51, loss@min: 1.000474, loss@max: 1.406513, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 51, LS: 0.315409, LT: 0.318361, Top1S: 92.089249, Top1T: 91.886414Best acc: 92.089249 Train:epoch: 52, loss@min: 0.938559, loss@max: 1.415337, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 52, LS: 0.317705, LT: 0.318542, Top1S: 92.008118, Top1T: 91.926979 Train:epoch: 53, loss@min: 0.967007, loss@max: 1.380053, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 53, LS: 0.323246, LT: 0.319059, Top1S: 91.886414, Top1T: 92.008118 Train:epoch: 54, loss@min: 1.032851, loss@max: 1.397913, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 54, LS: 0.325815, LT: 0.319561, Top1S: 91.805275, Top1T: 92.089249 Train:epoch: 55, loss@min: 0.943631, loss@max: 1.390166, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.324394, LT: 0.320578, Top1S: 91.967545, Top1T: 91.926979 Train:epoch: 56, loss@min: 0.953361, loss@max: 1.389932, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.326034, LT: 0.326017, Top1S: 91.886414, Top1T: 91.886414 Train:epoch: 57, loss@min: 0.967082, loss@max: 1.396971, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 57, LS: 0.328179, LT: 0.328904, Top1S: 91.805275, Top1T: 91.805275 Train:epoch: 58, loss@min: 1.023364, loss@max: 1.441866, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 58, LS: 0.326850, LT: 0.327221, Top1S: 91.643005, Top1T: 91.926979 Train:epoch: 59, loss@min: 0.957497, loss@max: 1.376822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.324043, LT: 0.324525, Top1S: 91.764709, Top1T: 91.805275 Train:epoch: 60, loss@min: 0.996957, loss@max: 1.417304, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 60, LS: 0.322446, LT: 0.321952, Top1S: 91.805275, Top1T: 91.805275 Train:epoch: 61, loss@min: 0.961741, loss@max: 1.385036, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 61, LS: 0.321026, LT: 0.318392, Top1S: 91.886414, Top1T: 91.724136 Train:epoch: 62, loss@min: 1.016075, loss@max: 1.403621, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 62, LS: 0.320924, LT: 0.317466, Top1S: 91.886414, Top1T: 91.886414 Train:epoch: 63, loss@min: 0.976938, loss@max: 1.407116, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 63, LS: 0.321575, LT: 0.318631, Top1S: 92.048683, Top1T: 91.886414 Train:epoch: 64, loss@min: 0.972054, loss@max: 1.393136, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 64, LS: 0.321227, LT: 0.317995, Top1S: 92.048683, Top1T: 91.926979 Train:epoch: 65, loss@min: 0.981515, loss@max: 1.400060, Top1S acc: 100.000000, Top1T acc: 99.218750{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 40} ------------------------------------------- Thu Jan 18 23:01:40 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.008162, loss@max: 1.294498, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 2, loss@min: 1.453012, loss@max: 1.362906, Top1S acc: 100.000000, Top1T acc: 90.234375 Train:epoch: 3, loss@min: 1.369286, loss@max: 1.413372, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 4, loss@min: 1.248882, loss@max: 1.368688, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 5, loss@min: 1.234863, loss@max: 1.331409, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 6, loss@min: 1.195832, loss@max: 1.278037, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 7, loss@min: 1.211707, loss@max: 1.273025, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 8, loss@min: 1.100609, loss@max: 1.249146, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 9, loss@min: 1.199655, loss@max: 1.288916, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 10, loss@min: 1.093611, loss@max: 1.271897, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 11, loss@min: 1.133929, loss@max: 1.290479, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 12, loss@min: 0.973935, loss@max: 1.254763, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 13, loss@min: 1.024989, loss@max: 1.273971, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 14, loss@min: 1.029975, loss@max: 1.275044, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 15, loss@min: 0.997409, loss@max: 1.280894, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 16, loss@min: 0.990004, loss@max: 1.286211, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 17, loss@min: 1.015799, loss@max: 1.300022, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 18, loss@min: 1.016946, loss@max: 1.296294, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 0.995123, loss@max: 1.287300, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 1.025767, loss@max: 1.309814, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 21, loss@min: 0.980333, loss@max: 1.312784, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 22, loss@min: 1.050594, loss@max: 1.324823, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 0.987006, loss@max: 1.314209, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 24, loss@min: 0.953385, loss@max: 1.305433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.999348, loss@max: 1.335607, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.985585, loss@max: 1.323290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.958025, loss@max: 1.340724, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 28, loss@min: 0.938604, loss@max: 1.327887, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.960007, loss@max: 1.323230, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 0.968056, loss@max: 1.318879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.991018, loss@max: 1.363771, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 0.969959, loss@max: 1.356072, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 33, loss@min: 1.021941, loss@max: 1.366693, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 34, loss@min: 0.991266, loss@max: 1.356989, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.979623, loss@max: 1.375436, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 36, loss@min: 0.959559, loss@max: 1.365486, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 37, loss@min: 0.962205, loss@max: 1.340109, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.944568, loss@max: 1.388171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.941363, loss@max: 1.379433, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.957453, loss@max: 1.383097, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 40, LS: 0.304485, LT: 0.303411, Top1S: 91.886414, Top1T: 91.886414Best acc: 91.886414 Train:epoch: 41, loss@min: 0.949961, loss@max: 1.384670, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.308908, LT: 0.305104, Top1S: 91.764709, Top1T: 91.926979Best acc: 91.926979 Train:epoch: 42, loss@min: 0.962089, loss@max: 1.378671, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 42, LS: 0.309841, LT: 0.308197, Top1S: 91.724136, Top1T: 91.724136 Train:epoch: 43, loss@min: 0.940520, loss@max: 1.408606, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 43, LS: 0.309235, LT: 0.310803, Top1S: 91.926979, Top1T: 91.683571 Train:epoch: 44, loss@min: 0.963630, loss@max: 1.390754, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 44, LS: 0.308661, LT: 0.307338, Top1S: 92.048683, Top1T: 91.926979Best acc: 92.048683 Train:epoch: 45, loss@min: 1.021941, loss@max: 1.346179, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 45, LS: 0.307958, LT: 0.303974, Top1S: 92.170387, Top1T: 92.048683Best acc: 92.170387 Train:epoch: 46, loss@min: 1.001038, loss@max: 1.387166, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 46, LS: 0.304035, LT: 0.302572, Top1S: 92.170387, Top1T: 92.089249 Train:epoch: 47, loss@min: 0.959466, loss@max: 1.401318, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 47, LS: 0.304489, LT: 0.305566, Top1S: 92.008118, Top1T: 91.967545 Train:epoch: 48, loss@min: 0.965806, loss@max: 1.398625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.310340, LT: 0.310709, Top1S: 92.008118, Top1T: 91.886414 Train:epoch: 49, loss@min: 1.023943, loss@max: 1.405568, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 49, LS: 0.316253, LT: 0.315310, Top1S: 91.886414, Top1T: 91.926979 Train:epoch: 50, loss@min: 0.941098, loss@max: 1.386122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.316476, LT: 0.317366, Top1S: 92.008118, Top1T: 91.926979 Train:epoch: 51, loss@min: 1.000494, loss@max: 1.406311, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 51, LS: 0.315393, LT: 0.318316, Top1S: 92.089249, Top1T: 91.886414 Train:epoch: 52, loss@min: 0.938624, loss@max: 1.415523, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 52, LS: 0.317665, LT: 0.318498, Top1S: 91.967545, Top1T: 91.967545 Train:epoch: 53, loss@min: 0.966686, loss@max: 1.380324, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 53, LS: 0.323126, LT: 0.318942, Top1S: 91.886414, Top1T: 91.967545 Train:epoch: 54, loss@min: 1.033174, loss@max: 1.397815, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 54, LS: 0.325708, LT: 0.319440, Top1S: 91.805275, Top1T: 92.048683 Train:epoch: 55, loss@min: 0.943597, loss@max: 1.390144, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.324331, LT: 0.320476, Top1S: 91.967545, Top1T: 91.926979 Train:epoch: 56, loss@min: 0.953824, loss@max: 1.389645, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.326001, LT: 0.325921, Top1S: 91.926979, Top1T: 91.845840 Train:epoch: 57, loss@min: 0.966979, loss@max: 1.397169, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 57, LS: 0.328068, LT: 0.328809, Top1S: 91.805275, Top1T: 91.805275{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Thu Jan 18 23:21:10 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.639252, loss@max: 0.944383, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.760847, loss@max: 1.149326, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 3, loss@min: 1.317084, loss@max: 1.171577, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 4, loss@min: 1.197267, loss@max: 1.237799, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.060886, loss@max: 1.258500, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 6, loss@min: 0.935936, loss@max: 1.282680, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.879784, loss@max: 1.293741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.942242, loss@max: 1.340737, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.822525, loss@max: 1.328024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.801496, loss@max: 1.320255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.864949, loss@max: 1.351862, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.827696, loss@max: 1.340707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.889590, loss@max: 1.351558, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.893764, loss@max: 1.332317, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 0.863692, loss@max: 1.288933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.931710, loss@max: 1.295241, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.909271, loss@max: 1.262539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.948965, loss@max: 1.258649, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.932863, loss@max: 1.255593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.948546, loss@max: 1.251238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.950963, loss@max: 1.246455, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 0.967008, loss@max: 1.258774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.949727, loss@max: 1.239650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.973066, loss@max: 1.261946, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 0.947651, loss@max: 1.254601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.939231, loss@max: 1.284520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.938045, loss@max: 1.273189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.963479, loss@max: 1.298207, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.931302, loss@max: 1.289163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.922939, loss@max: 1.309647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.935376, loss@max: 1.326043, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 32, loss@min: 0.912915, loss@max: 1.327665, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.925371, loss@max: 1.331215, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.924925, loss@max: 1.326254, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.937666, loss@max: 1.338381, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.926699, loss@max: 1.338449, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.932660, loss@max: 1.329725, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.919269, loss@max: 1.338498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.923001, loss@max: 1.346644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.922467, loss@max: 1.355782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.027008, loss@max: 1.384554, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.921249, loss@max: 1.347008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.935850, loss@max: 1.349508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.925853, loss@max: 1.346686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.921698, loss@max: 1.357918, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.949351, loss@max: 1.365369, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.926346, loss@max: 1.351246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.925025, loss@max: 1.355853, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.936165, loss@max: 1.349767, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.928743, loss@max: 1.355597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.968352, loss@max: 1.360503, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 52, loss@min: 0.940513, loss@max: 1.353879, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.931113, loss@max: 1.355807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.946526, loss@max: 1.362521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.962951, loss@max: 1.368728, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 56, loss@min: 0.939029, loss@max: 1.356823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.938059, loss@max: 1.354061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.935835, loss@max: 1.375745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.938955, loss@max: 1.361966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.925427, loss@max: 1.374412, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.441062, LT: 0.445240, Top1S: 89.939148, Top1T: 89.695740Best acc: 89.939148 Train:epoch: 61, loss@min: 0.927139, loss@max: 1.378185, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.440398, LT: 0.444591, Top1S: 89.979713, Top1T: 89.695740Best acc: 89.979713 Train:epoch: 62, loss@min: 0.906310, loss@max: 1.393836, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.439308, LT: 0.443904, Top1S: 89.898582, Top1T: 89.736305 Train:epoch: 63, loss@min: 0.925910, loss@max: 1.370087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.438245, LT: 0.443060, Top1S: 89.979713, Top1T: 89.817444 Train:epoch: 64, loss@min: 0.942251, loss@max: 1.357730, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.437376, LT: 0.442255, Top1S: 90.020287, Top1T: 89.858009Best acc: 90.020287 Train:epoch: 65, loss@min: 0.945875, loss@max: 1.365992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.435924, LT: 0.441141, Top1S: 90.060852, Top1T: 89.898582Best acc: 90.060852 Train:epoch: 66, loss@min: 0.951466, loss@max: 1.357962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.434788, LT: 0.440029, Top1S: 90.060852, Top1T: 89.817444 Train:epoch: 67, loss@min: 0.941641, loss@max: 1.363067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.433764, LT: 0.439339, Top1S: 90.060852, Top1T: 89.817444 Train:epoch: 68, loss@min: 0.943204, loss@max: 1.374938, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.433424, LT: 0.439154, Top1S: 90.141991, Top1T: 89.817444Best acc: 90.141991 Train:epoch: 69, loss@min: 0.928432, loss@max: 1.375463, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.433346, LT: 0.438790, Top1S: 90.020287, Top1T: 89.776878 Train:epoch: 70, loss@min: 0.927474, loss@max: 1.379680, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Thu Jan 18 23:27:43 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.332366, loss@max: 1.570449, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.754168, loss@max: 1.554562, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 2.982948, loss@max: 1.464088, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 4, loss@min: 2.789485, loss@max: 1.513490, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.266982, loss@max: 1.449764, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.096227, loss@max: 1.484069, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.019938, loss@max: 1.519541, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.657458, loss@max: 1.475643, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.274610, loss@max: 1.414757, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.367489, loss@max: 1.481779, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.366437, loss@max: 1.498530, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.207081, loss@max: 1.488443, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 13, loss@min: 1.051212, loss@max: 1.439324, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.975611, loss@max: 1.417192, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.075076, loss@max: 1.426063, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.003787, loss@max: 1.399590, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.028064, loss@max: 1.367883, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.001736, loss@max: 1.370597, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.935102, loss@max: 1.330837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.024137, loss@max: 1.350881, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.938697, loss@max: 1.313561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.936901, loss@max: 1.299960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.963979, loss@max: 1.311334, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 24, loss@min: 1.023239, loss@max: 1.337276, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.937968, loss@max: 1.297508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.962140, loss@max: 1.314986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.979201, loss@max: 1.324110, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.975975, loss@max: 1.318192, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.007593, loss@max: 1.344046, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.942161, loss@max: 1.309796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.982028, loss@max: 1.324918, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.937623, loss@max: 1.306740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.940060, loss@max: 1.311113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.949296, loss@max: 1.320186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.956379, loss@max: 1.328529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971827, loss@max: 1.332031, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.952475, loss@max: 1.323209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.940097, loss@max: 1.326085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.941251, loss@max: 1.337526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.931702, loss@max: 1.336988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.942557, loss@max: 1.339652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.949078, loss@max: 1.347153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.944668, loss@max: 1.334813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.958933, loss@max: 1.348949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.995473, loss@max: 1.369903, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.943020, loss@max: 1.342052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.008824, loss@max: 1.384655, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.935909, loss@max: 1.347541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.931265, loss@max: 1.357002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.931622, loss@max: 1.357386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.939830, loss@max: 1.361145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.937938, loss@max: 1.360737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.938232, loss@max: 1.352828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.947568, loss@max: 1.355099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943102, loss@max: 1.349300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.938489, loss@max: 1.355424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.936398, loss@max: 1.365025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.932557, loss@max: 1.363726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953429, loss@max: 1.370538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.937789, loss@max: 1.365244, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.559884, LT: 1.576539, Top1S: 66.005814, Top1T: 65.767906Best acc: 66.005814 Train:epoch: 61, loss@min: 0.930707, loss@max: 1.365187, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.563089, LT: 1.579832, Top1S: 65.952942, Top1T: 65.715034 Train:epoch: 62, loss@min: 0.940096, loss@max: 1.368210, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.565785, LT: 1.582593, Top1S: 66.032249, Top1T: 65.767906Best acc: 66.032249 Train:epoch: 63, loss@min: 0.942551, loss@max: 1.356437, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 23:31:43 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.332366, loss@max: 1.570449, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.754168, loss@max: 1.554562, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 2.982948, loss@max: 1.464088, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 4, loss@min: 2.789485, loss@max: 1.513490, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.266982, loss@max: 1.449764, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.096227, loss@max: 1.484069, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.019938, loss@max: 1.519541, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.657458, loss@max: 1.475643, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.274610, loss@max: 1.414757, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.367489, loss@max: 1.481779, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.366437, loss@max: 1.498530, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.207081, loss@max: 1.488443, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 13, loss@min: 1.051212, loss@max: 1.439324, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.975611, loss@max: 1.417192, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.075076, loss@max: 1.426063, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.003787, loss@max: 1.399590, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.028064, loss@max: 1.367883, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.001736, loss@max: 1.370597, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.935102, loss@max: 1.330837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.024137, loss@max: 1.350881, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.938697, loss@max: 1.313561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.936901, loss@max: 1.299960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.963979, loss@max: 1.311334, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 24, loss@min: 1.023239, loss@max: 1.337276, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.937968, loss@max: 1.297508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.962140, loss@max: 1.314986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.979201, loss@max: 1.324110, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.975975, loss@max: 1.318192, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.007593, loss@max: 1.344046, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.942161, loss@max: 1.309796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.982028, loss@max: 1.324918, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.937623, loss@max: 1.306740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.940060, loss@max: 1.311113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.949296, loss@max: 1.320186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.956379, loss@max: 1.328529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971827, loss@max: 1.332031, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.952475, loss@max: 1.323209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.940097, loss@max: 1.326085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.941251, loss@max: 1.337526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.931702, loss@max: 1.336988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.942557, loss@max: 1.339652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.949078, loss@max: 1.347153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.944668, loss@max: 1.334813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.958933, loss@max: 1.348949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.995473, loss@max: 1.369903, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.943020, loss@max: 1.342052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.008824, loss@max: 1.384655, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.935909, loss@max: 1.347541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.931265, loss@max: 1.357002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.931622, loss@max: 1.357386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.939830, loss@max: 1.361145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.937938, loss@max: 1.360737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.938232, loss@max: 1.352828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.947568, loss@max: 1.355099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943102, loss@max: 1.349300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.938489, loss@max: 1.355424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.936398, loss@max: 1.365025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.932557, loss@max: 1.363726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953429, loss@max: 1.370538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.937789, loss@max: 1.365244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.936208, loss@max: 1.360600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.942165, loss@max: 1.364463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.940165, loss@max: 1.370995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.942348, loss@max: 1.361984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.942439, loss@max: 1.357919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.931617, loss@max: 1.371048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.934749, loss@max: 1.367526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.942940, loss@max: 1.358639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947504, loss@max: 1.358768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.941559, loss@max: 1.377141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.938663, loss@max: 1.369007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.939643, loss@max: 1.365041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.942764, loss@max: 1.360180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.000674, loss@max: 1.382978, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.948043, loss@max: 1.363666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.943778, loss@max: 1.372326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.950212, loss@max: 1.374511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.935835, loss@max: 1.372543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.942342, loss@max: 1.376982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.932578, loss@max: 1.374091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.592495, LT: 1.616908, Top1S: 66.190849, Top1T: 65.635735Best acc: 66.190849 Train:epoch: 81, loss@min: 0.937488, loss@max: 1.379087, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.592150, LT: 1.617951, Top1S: 66.190849, Top1T: 65.635735 Train:epoch: 82, loss@min: 0.934911, loss@max: 1.371101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.592377, LT: 1.619647, Top1S: 66.111549, Top1T: 65.609299 Train:epoch: 83, loss@min: 0.939298, loss@max: 1.369372, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 23:36:20 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.332366, loss@max: 1.570449, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.754168, loss@max: 1.554562, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 2.982948, loss@max: 1.464088, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 4, loss@min: 2.789485, loss@max: 1.513490, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.266982, loss@max: 1.449764, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.096227, loss@max: 1.484069, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.019938, loss@max: 1.519541, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.657458, loss@max: 1.475643, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.274610, loss@max: 1.414757, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.367489, loss@max: 1.481779, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.366437, loss@max: 1.498530, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.207081, loss@max: 1.488443, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 13, loss@min: 1.051212, loss@max: 1.439324, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.975611, loss@max: 1.417192, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.075076, loss@max: 1.426063, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.003787, loss@max: 1.399590, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.028064, loss@max: 1.367883, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.001736, loss@max: 1.370597, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.935102, loss@max: 1.330837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.024137, loss@max: 1.350881, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.938697, loss@max: 1.313561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.936901, loss@max: 1.299960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.963979, loss@max: 1.311334, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 24, loss@min: 1.023239, loss@max: 1.337276, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.937968, loss@max: 1.297508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.962140, loss@max: 1.314986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.979201, loss@max: 1.324110, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.975975, loss@max: 1.318192, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.007593, loss@max: 1.344046, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.942161, loss@max: 1.309796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.982028, loss@max: 1.324918, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.937623, loss@max: 1.306740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.940060, loss@max: 1.311113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.949296, loss@max: 1.320186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.956379, loss@max: 1.328529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.971827, loss@max: 1.332031, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.952475, loss@max: 1.323209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.940097, loss@max: 1.326085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.941251, loss@max: 1.337526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.931702, loss@max: 1.336988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.942557, loss@max: 1.339652, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.949078, loss@max: 1.347153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.944668, loss@max: 1.334813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.958933, loss@max: 1.348949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.995473, loss@max: 1.369903, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.943020, loss@max: 1.342052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.008824, loss@max: 1.384655, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.935909, loss@max: 1.347541, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.931265, loss@max: 1.357002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.931622, loss@max: 1.357386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.939830, loss@max: 1.361145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.937938, loss@max: 1.360737, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.938232, loss@max: 1.352828, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.947568, loss@max: 1.355099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.943102, loss@max: 1.349300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.938489, loss@max: 1.355424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.936398, loss@max: 1.365025, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.932557, loss@max: 1.363726, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.953429, loss@max: 1.370538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.937789, loss@max: 1.365244, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.936208, loss@max: 1.360600, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.942165, loss@max: 1.364463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.940165, loss@max: 1.370995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.942348, loss@max: 1.361984, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.942439, loss@max: 1.357919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.931617, loss@max: 1.371048, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.934749, loss@max: 1.367526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.942940, loss@max: 1.358639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.947504, loss@max: 1.358768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.941559, loss@max: 1.377141, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.938663, loss@max: 1.369007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.939643, loss@max: 1.365041, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.942764, loss@max: 1.360180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.000674, loss@max: 1.382978, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.948043, loss@max: 1.363666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.943778, loss@max: 1.372326, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.950212, loss@max: 1.374511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.935835, loss@max: 1.372543, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.942342, loss@max: 1.376982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.932578, loss@max: 1.374091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.592495, LT: 1.616908, Top1S: 66.190849, Top1T: 65.635735Best acc: 66.190849 Train:epoch: 81, loss@min: 0.937488, loss@max: 1.379087, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 23:39:33 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.914675, loss@max: 1.462187, Top1S acc: 100.000000, Top1T acc: 66.336632 Train:epoch: 2, loss@min: 2.253110, loss@max: 1.158414, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 3, loss@min: 1.737832, loss@max: 1.126637, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 4, loss@min: 1.386735, loss@max: 1.125796, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 5, loss@min: 1.073643, loss@max: 1.119737, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 6, loss@min: 0.991747, loss@max: 1.168033, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 7, loss@min: 0.927300, loss@max: 1.195551, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 8, loss@min: 0.928391, loss@max: 1.239779, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 9, loss@min: 0.834066, loss@max: 1.241483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.988712, loss@max: 1.305400, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 11, loss@min: 0.858022, loss@max: 1.287282, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 12, loss@min: 0.809884, loss@max: 1.283830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.827573, loss@max: 1.286341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.822696, loss@max: 1.283692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.928264, loss@max: 1.309641, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 0.853694, loss@max: 1.282348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.858685, loss@max: 1.276590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.860418, loss@max: 1.279802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.875414, loss@max: 1.291128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.984971, loss@max: 1.311342, Top1S acc: 100.000000, Top1T acc: 99.009903{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 23:40:41 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.639252, loss@max: 0.944383, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.760847, loss@max: 1.149326, Top1S acc: 100.000000, Top1T acc: 91.000000 Train:epoch: 3, loss@min: 1.317084, loss@max: 1.171577, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 4, loss@min: 1.197267, loss@max: 1.237799, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.060886, loss@max: 1.258500, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 6, loss@min: 0.935936, loss@max: 1.282680, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.879784, loss@max: 1.293741, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.942242, loss@max: 1.340737, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.822525, loss@max: 1.328024, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.801496, loss@max: 1.320255, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.864949, loss@max: 1.351862, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.827696, loss@max: 1.340707, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.889590, loss@max: 1.351558, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.893764, loss@max: 1.332317, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 0.863692, loss@max: 1.288933, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.931710, loss@max: 1.295241, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.909271, loss@max: 1.262539, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.948965, loss@max: 1.258649, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.932863, loss@max: 1.255593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.948546, loss@max: 1.251238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.950963, loss@max: 1.246455, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 0.967008, loss@max: 1.258774, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.949727, loss@max: 1.239650, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 23:41:43 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.818995, loss@max: 0.980998, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 2, loss@min: 1.334335, loss@max: 1.032802, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 3, loss@min: 1.007877, loss@max: 1.086391, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 4, loss@min: 0.994473, loss@max: 1.176709, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 5, loss@min: 0.911929, loss@max: 1.190735, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 6, loss@min: 0.939521, loss@max: 1.237052, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 7, loss@min: 0.814530, loss@max: 1.221661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.842676, loss@max: 1.260228, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.786495, loss@max: 1.273126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.791135, loss@max: 1.276924, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.770761, loss@max: 1.305601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 0.809351, loss@max: 1.315693, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 13, loss@min: 0.800918, loss@max: 1.301320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.820660, loss@max: 1.286989, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.891450, loss@max: 1.281872, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 16, loss@min: 0.869596, loss@max: 1.273530, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.870853, loss@max: 1.259756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.896454, loss@max: 1.271690, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.888732, loss@max: 1.258875, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.903023, loss@max: 1.254286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.912356, loss@max: 1.251368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.918720, loss@max: 1.251316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.943535, loss@max: 1.238213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.937403, loss@max: 1.252901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.939725, loss@max: 1.251271, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.923260, loss@max: 1.274614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.940719, loss@max: 1.265779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.929782, loss@max: 1.280894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.941732, loss@max: 1.273913, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.939113, loss@max: 1.283846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.938655, loss@max: 1.288740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.926423, loss@max: 1.304846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.921470, loss@max: 1.315455, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.920226, loss@max: 1.322196, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.930614, loss@max: 1.315042, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.939699, loss@max: 1.310514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.937739, loss@max: 1.317157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.922575, loss@max: 1.335083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.919417, loss@max: 1.342414, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.905748, loss@max: 1.355151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.095388, loss@max: 1.377933, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.927970, loss@max: 1.342765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.927912, loss@max: 1.344445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.928046, loss@max: 1.350104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.918377, loss@max: 1.360300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.932916, loss@max: 1.348593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.927340, loss@max: 1.354061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.933909, loss@max: 1.347017, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.916122, loss@max: 1.370582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.911841, loss@max: 1.377430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.963542, loss@max: 1.377389, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 52, loss@min: 0.936030, loss@max: 1.357490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.943422, loss@max: 1.351757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.944317, loss@max: 1.351129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.985805, loss@max: 1.369947, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 56, loss@min: 0.949544, loss@max: 1.346522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.948425, loss@max: 1.350063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.927344, loss@max: 1.372744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.937554, loss@max: 1.363783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.936609, loss@max: 1.366929, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.940010, loss@max: 1.363328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.933876, loss@max: 1.371831, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.932408, loss@max: 1.374428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.933475, loss@max: 1.368214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.934907, loss@max: 1.370571, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.945146, loss@max: 1.360646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.950032, loss@max: 1.356235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.967051, loss@max: 1.339161, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.948014, loss@max: 1.359450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.948480, loss@max: 1.358550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.944366, loss@max: 1.364536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.934861, loss@max: 1.372780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.931548, loss@max: 1.376923, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.939461, loss@max: 1.372295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.928069, loss@max: 1.379830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.931103, loss@max: 1.382445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.936878, loss@max: 1.372482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.945057, loss@max: 1.365835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.945832, loss@max: 1.364619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.943706, loss@max: 1.365486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.980475, LT: 0.970422, Top1S: 87.221092, Top1T: 87.423935Best acc: 87.423935 Train:epoch: 81, loss@min: 0.957456, loss@max: 1.354514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.982658, LT: 0.972787, Top1S: 87.302231, Top1T: 87.383369 Train:epoch: 82, loss@min: 0.958976, loss@max: 1.354873, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.987219, LT: 0.975607, Top1S: 87.058823, Top1T: 87.342796 Train:epoch: 83, loss@min: 0.940115, loss@max: 1.370828, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 23:46:01 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.914675, loss@max: 1.462187, Top1S acc: 100.000000, Top1T acc: 66.336632 Train:epoch: 2, loss@min: 2.253110, loss@max: 1.158414, Top1S acc: 100.000000, Top1T acc: 85.148514 Train:epoch: 3, loss@min: 1.737832, loss@max: 1.126637, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 4, loss@min: 1.386735, loss@max: 1.125796, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 5, loss@min: 1.073643, loss@max: 1.119737, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 6, loss@min: 0.991747, loss@max: 1.168033, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 7, loss@min: 0.927300, loss@max: 1.195551, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 8, loss@min: 0.928391, loss@max: 1.239779, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 9, loss@min: 0.834066, loss@max: 1.241483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.988712, loss@max: 1.305400, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 11, loss@min: 0.858022, loss@max: 1.287282, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 12, loss@min: 0.809884, loss@max: 1.283830, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.827573, loss@max: 1.286341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 0.822696, loss@max: 1.283692, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 0.928264, loss@max: 1.309641, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 0.853694, loss@max: 1.282348, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 0.858685, loss@max: 1.276590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.860418, loss@max: 1.279802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 0.875414, loss@max: 1.291128, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.984971, loss@max: 1.311342, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.885860, loss@max: 1.278238, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.892703, loss@max: 1.276364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.944619, loss@max: 1.281082, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 0.912650, loss@max: 1.272742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 0.917041, loss@max: 1.275952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.918943, loss@max: 1.277127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.923849, loss@max: 1.281148, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.927452, loss@max: 1.281731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.934095, loss@max: 1.281270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.938721, loss@max: 1.280322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.954641, loss@max: 1.270217, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.946056, loss@max: 1.283657, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.941773, loss@max: 1.291685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.938762, loss@max: 1.301438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.936337, loss@max: 1.305764, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.928668, loss@max: 1.318710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.937648, loss@max: 1.314781, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.938471, loss@max: 1.315532, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.933621, loss@max: 1.325005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.933272, loss@max: 1.327141, Top1S acc: 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1.353077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.933947, loss@max: 1.353430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.932893, loss@max: 1.355176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.929636, loss@max: 1.361921, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.942800, loss@max: 1.351115, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.938745, loss@max: 1.351776, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.936722, loss@max: 1.357569, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.933388, loss@max: 1.363435, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.941607, loss@max: 1.354598, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.933244, loss@max: 1.364416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.934922, loss@max: 1.368523, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.934261, loss@max: 1.366015, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.942738, loss@max: 1.354995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.941095, loss@max: 1.361484, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.949678, loss@max: 1.354667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.942582, loss@max: 1.362160, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.940894, loss@max: 1.362894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.949149, loss@max: 1.358449, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.946760, loss@max: 1.359584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 1.039512, loss@max: 1.380810, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 70, loss@min: 0.932659, loss@max: 1.374034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.941658, loss@max: 1.364310, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.947377, loss@max: 1.357623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.945694, loss@max: 1.360139, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.937207, loss@max: 1.367825, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.947850, loss@max: 1.360127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.954415, loss@max: 1.351838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.946501, loss@max: 1.359782, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.943747, loss@max: 1.366284, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.954710, loss@max: 1.360067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.932222, loss@max: 1.377206, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 3.466749, LT: 3.449613, Top1S: 61.036213, Top1T: 60.930477Best acc: 61.036213 Train:epoch: 81, loss@min: 0.926230, loss@max: 1.380278, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 3.460732, LT: 3.444584, Top1S: 61.009777, Top1T: 61.089081Best acc: 61.089081 Train:epoch: 82, loss@min: 0.928775, loss@max: 1.378644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 3.459479, LT: 3.445259, Top1S: 61.141949, Top1T: 61.221249Best acc: 61.221249 Train:epoch: 83, loss@min: 0.932189, loss@max: 1.376711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 3.464671, LT: 3.452142, Top1S: 61.194817, Top1T: 61.141949 Train:epoch: 84, loss@min: 0.942703, loss@max: 1.368654, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 3.473862, LT: 3.461022, Top1S: 61.247684, Top1T: 61.221249Best acc: 61.247684 Train:epoch: 85, loss@min: 0.952472, loss@max: 1.356448, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 3.483468, LT: 3.470234, Top1S: 61.089081, Top1T: 61.221249{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Thu Jan 18 23:52:35 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.328332, loss@max: 1.569609, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.752892, loss@max: 1.554170, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 2.979578, loss@max: 1.463246, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 4, loss@min: 2.789754, loss@max: 1.513493, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.269989, loss@max: 1.450275, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.101354, loss@max: 1.485400, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.027034, loss@max: 1.521494, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.661016, loss@max: 1.476893, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.272550, loss@max: 1.414982, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.368504, loss@max: 1.483119, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 11, loss@min: 1.371060, loss@max: 1.500378, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.210788, loss@max: 1.489464, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 13, loss@min: 1.052798, loss@max: 1.439230, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.982296, loss@max: 1.418916, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.082513, loss@max: 1.427626, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.014836, loss@max: 1.402514, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.034412, loss@max: 1.369043, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.009209, loss@max: 1.372246, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.941509, loss@max: 1.332320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.027017, loss@max: 1.351726, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.944039, loss@max: 1.314302, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.942357, loss@max: 1.300231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.965851, loss@max: 1.310622, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 24, loss@min: 1.025081, loss@max: 1.337296, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.941092, loss@max: 1.297551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.965596, loss@max: 1.314714, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.985991, loss@max: 1.324077, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.983859, loss@max: 1.318236, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.014020, loss@max: 1.344742, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.947238, loss@max: 1.309416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.986457, loss@max: 1.325612, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.941051, loss@max: 1.305927, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.944219, loss@max: 1.309700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.955363, loss@max: 1.319456, Top1S acc: 100.000000, Top1T 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Train:epoch: 74, loss@min: 1.010291, loss@max: 1.378768, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 75, loss@min: 0.950358, loss@max: 1.361811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.945008, loss@max: 1.371421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.952444, loss@max: 1.375558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.939129, loss@max: 1.368666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.945705, loss@max: 1.375023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.937042, loss@max: 1.368590, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.546509, LT: 1.556405, Top1S: 66.428757, Top1T: 66.243721Best acc: 66.428757 Train:epoch: 81, loss@min: 0.943134, loss@max: 1.371246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.546770, LT: 1.557694, Top1S: 66.508057, Top1T: 66.270149Best acc: 66.508057 Train:epoch: 82, loss@min: 0.942146, loss@max: 1.363327, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.547332, LT: 1.559294, Top1S: 66.534492, Top1T: 66.296585Best acc: 66.534492 Train:epoch: 83, loss@min: 0.944084, loss@max: 1.361895, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.548025, LT: 1.560724, Top1S: 66.560928, Top1T: 66.270149Best acc: 66.560928 Train:epoch: 84, loss@min: 0.950415, loss@max: 1.361319, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.548829, LT: 1.562106, Top1S: 66.560928, Top1T: 66.190849 Train:epoch: 85, loss@min: 0.945458, loss@max: 1.370441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.549853, LT: 1.563303, Top1S: 66.455193, Top1T: 66.190849 Train:epoch: 86, loss@min: 0.970600, loss@max: 1.386267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.550474, LT: 1.563988, Top1S: 66.481628, Top1T: 66.164413 Train:epoch: 87, loss@min: 0.944152, loss@max: 1.366110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.551556, LT: 1.564699, Top1S: 66.534492, Top1T: 66.164413 Train:epoch: 88, loss@min: 0.941597, loss@max: 1.364854, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.552759, LT: 1.565449, Top1S: 66.455193, Top1T: 66.164413 Train:epoch: 89, loss@min: 0.947913, loss@max: 1.367773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.553964, LT: 1.566099, Top1S: 66.428757, Top1T: 66.217285 Train:epoch: 90, loss@min: 1.030669, loss@max: 1.397987, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 90, LS: 1.555339, LT: 1.566984, Top1S: 66.428757, Top1T: 66.217285 Train:epoch: 91, loss@min: 0.944289, loss@max: 1.358929, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.556579, LT: 1.567786, Top1S: 66.402321, Top1T: 66.270149 Train:epoch: 92, loss@min: 0.940504, loss@max: 1.365394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.557941, LT: 1.568806, Top1S: 66.402321, Top1T: 66.270149 Train:epoch: 93, loss@min: 0.945177, loss@max: 1.370184, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.559123, LT: 1.569968, Top1S: 66.402321, Top1T: 66.217285 Train:epoch: 94, loss@min: 0.944974, loss@max: 1.365975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.560210, LT: 1.571412, Top1S: 66.402321, Top1T: 66.190849 Train:epoch: 95, loss@min: 0.940194, loss@max: 1.365289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.561258, LT: 1.572840, Top1S: 66.428757, Top1T: 66.217285 Train:epoch: 96, loss@min: 0.942785, loss@max: 1.371421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.562110, LT: 1.574038, Top1S: 66.402321, Top1T: 66.270149 Train:epoch: 97, loss@min: 0.944116, loss@max: 1.364606, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "caltech101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 00:05:50 2024 ------------------------------------------- Train:epoch: 1, loss@min: 1.637904, loss@max: 0.944571, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 2, loss@min: 1.753828, loss@max: 1.148514, Top1S acc: 100.000000, Top1T acc: 92.000000 Train:epoch: 3, loss@min: 1.318269, loss@max: 1.171884, Top1S acc: 100.000000, Top1T acc: 93.000000 Train:epoch: 4, loss@min: 1.194413, loss@max: 1.235647, Top1S acc: 100.000000, Top1T acc: 94.000000 Train:epoch: 5, loss@min: 1.070867, loss@max: 1.258286, Top1S acc: 100.000000, Top1T acc: 97.000000 Train:epoch: 6, loss@min: 0.943344, loss@max: 1.279954, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 7, loss@min: 0.889468, loss@max: 1.292053, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 0.948902, loss@max: 1.336804, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 9, loss@min: 0.827935, loss@max: 1.323904, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 0.808930, loss@max: 1.315623, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 0.869755, loss@max: 1.345532, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 12, loss@min: 0.848936, loss@max: 1.337987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 0.905799, loss@max: 1.346243, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 14, loss@min: 0.910177, loss@max: 1.325331, Top1S acc: 100.000000, Top1T acc: 98.000000 Train:epoch: 15, loss@min: 0.871858, loss@max: 1.277180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 0.941046, loss@max: 1.283966, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 17, loss@min: 0.925492, loss@max: 1.255728, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 0.978926, loss@max: 1.253119, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 19, loss@min: 0.944751, loss@max: 1.249052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.953799, loss@max: 1.243339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 0.961429, loss@max: 1.240728, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 22, loss@min: 0.978138, loss@max: 1.253241, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 0.958859, loss@max: 1.236347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 0.988652, loss@max: 1.259740, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 25, loss@min: 0.952030, loss@max: 1.253968, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.943431, loss@max: 1.279998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.941879, loss@max: 1.269991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.964352, loss@max: 1.296587, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 29, loss@min: 0.931481, loss@max: 1.290409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.929371, loss@max: 1.309522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.941076, loss@max: 1.324850, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 32, loss@min: 0.918119, loss@max: 1.322871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.932202, loss@max: 1.328839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.926663, loss@max: 1.323088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.945626, loss@max: 1.335666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.943916, loss@max: 1.334692, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 37, loss@min: 0.936804, loss@max: 1.324036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.925909, loss@max: 1.329944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.932230, loss@max: 1.339503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.935084, loss@max: 1.344735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 1.027208, loss@max: 1.371821, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 42, loss@min: 0.933926, loss@max: 1.333329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.944827, loss@max: 1.339801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.935887, loss@max: 1.334866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.934163, loss@max: 1.343052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.953657, loss@max: 1.350257, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 47, loss@min: 0.934268, loss@max: 1.339900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.935120, loss@max: 1.344653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.946692, loss@max: 1.338514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.938335, loss@max: 1.343073, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.964764, loss@max: 1.347338, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.946694, loss@max: 1.349055, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.939504, loss@max: 1.345591, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.944575, loss@max: 1.354002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.958749, loss@max: 1.362776, Top1S acc: 100.000000, Top1T acc: 99.000000 Train:epoch: 56, loss@min: 0.944467, loss@max: 1.349045, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.939971, loss@max: 1.351097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.952924, loss@max: 1.368446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.945507, loss@max: 1.352695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.936299, loss@max: 1.361233, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.426176, LT: 0.431207, Top1S: 89.736305, Top1T: 89.695740Best acc: 89.736305 Train:epoch: 61, loss@min: 0.941512, loss@max: 1.367275, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 00:08:25 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.327270, loss@max: 1.569378, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.753979, loss@max: 1.554332, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.979544, loss@max: 1.463147, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 4, loss@min: 2.791819, loss@max: 1.513880, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.272930, loss@max: 1.450863, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.105918, loss@max: 1.486590, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.032480, loss@max: 1.523000, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.664562, loss@max: 1.478075, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.272423, loss@max: 1.415535, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.370374, loss@max: 1.484424, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.374675, loss@max: 1.501992, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.214014, loss@max: 1.490715, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.054444, loss@max: 1.439728, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.986621, loss@max: 1.420522, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.087344, loss@max: 1.429281, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.021413, loss@max: 1.404886, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.038143, loss@max: 1.370400, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.013642, loss@max: 1.374007, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.945094, loss@max: 1.333842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.029343, loss@max: 1.353136, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.947006, loss@max: 1.315219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.945721, loss@max: 1.300982, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.967092, loss@max: 1.310830, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 1.025968, loss@max: 1.337913, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.942781, loss@max: 1.298113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.967051, loss@max: 1.315197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.989498, loss@max: 1.324884, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.989225, loss@max: 1.319403, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.018357, loss@max: 1.346045, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.950284, loss@max: 1.310311, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.989841, loss@max: 1.327217, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.942797, loss@max: 1.306209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.946310, loss@max: 1.309826, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.959294, loss@max: 1.320777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.965917, loss@max: 1.325818, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.983976, loss@max: 1.329723, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.961379, loss@max: 1.322301, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.947576, loss@max: 1.322806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.948719, loss@max: 1.332147, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.938575, loss@max: 1.332808, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.947584, loss@max: 1.335445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.958921, loss@max: 1.344607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.950957, loss@max: 1.332661, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.953478, loss@max: 1.344366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.003976, loss@max: 1.367588, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.945869, loss@max: 1.341126, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.019428, loss@max: 1.386063, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.942122, loss@max: 1.344959, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.938264, loss@max: 1.352546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.939529, loss@max: 1.352220, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.946878, loss@max: 1.359614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.940366, loss@max: 1.359149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.941410, loss@max: 1.351650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.948066, loss@max: 1.357057, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.945997, loss@max: 1.348341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.943484, loss@max: 1.351903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.941311, loss@max: 1.362099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.939854, loss@max: 1.357807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.960368, loss@max: 1.367197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.945026, loss@max: 1.362427, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.494250, LT: 1.494532, Top1S: 66.798836, Top1T: 66.481628Best acc: 66.798836 Train:epoch: 61, loss@min: 0.938797, loss@max: 1.358580, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.496555, LT: 1.496551, Top1S: 66.772400, Top1T: 66.481628 Train:epoch: 62, loss@min: 0.947928, loss@max: 1.364175, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Fri Jan 19 00:11:50 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.327270, loss@max: 1.569378, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.753979, loss@max: 1.554332, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.979544, loss@max: 1.463147, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 4, loss@min: 2.791819, loss@max: 1.513880, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.272930, loss@max: 1.450863, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.105918, loss@max: 1.486590, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.032480, loss@max: 1.523000, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.664562, loss@max: 1.478075, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.272423, loss@max: 1.415535, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.370374, loss@max: 1.484424, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.374675, loss@max: 1.501992, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.214014, loss@max: 1.490715, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.054444, loss@max: 1.439728, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.986621, loss@max: 1.420522, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.087344, loss@max: 1.429281, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.021413, loss@max: 1.404886, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.038143, loss@max: 1.370400, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.013642, loss@max: 1.374007, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.945094, loss@max: 1.333842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.029343, loss@max: 1.353136, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.947006, loss@max: 1.315219, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.945721, loss@max: 1.300982, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.967092, loss@max: 1.310830, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 1.025968, loss@max: 1.337913, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.942781, loss@max: 1.298113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.967051, loss@max: 1.315197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.989498, loss@max: 1.324884, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.989225, loss@max: 1.319403, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.018357, loss@max: 1.346045, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.950284, loss@max: 1.310311, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 1.423508, LT: 1.422596, Top1S: 66.323021, Top1T: 66.137985Best acc: 66.323021 Train:epoch: 31, loss@min: 0.967984, loss@max: 1.332829, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 1.424808, LT: 1.423793, Top1S: 66.508057, Top1T: 66.243721Best acc: 66.508057 Train:epoch: 32, loss@min: 0.949795, loss@max: 1.308733, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 1.426518, LT: 1.425482, Top1S: 66.587364, Top1T: 66.270149Best acc: 66.587364 Train:epoch: 33, loss@min: 1.012922, loss@max: 1.338374, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 33, LS: 1.428834, LT: 1.427770, Top1S: 66.613792, Top1T: 66.402321Best acc: 66.613792 Train:epoch: 34, loss@min: 0.948496, loss@max: 1.310163, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 1.431153, LT: 1.430227, Top1S: 66.560928, Top1T: 66.428757 Train:epoch: 35, loss@min: 0.989954, loss@max: 1.342167, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 35, LS: 1.433112, LT: 1.432544, Top1S: 66.666664, Top1T: 66.481628Best acc: 66.666664 Train:epoch: 36, loss@min: 0.944284, loss@max: 1.314652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 1.435289, LT: 1.435148, Top1S: 66.587364, Top1T: 66.481628 Train:epoch: 37, loss@min: 0.954803, loss@max: 1.327377, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 1.437710, LT: 1.437945, Top1S: 66.719528, Top1T: 66.534492Best acc: 66.719528 Train:epoch: 38, loss@min: 0.948556, loss@max: 1.317116, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 1.440243, LT: 1.440968, Top1S: 66.825272, Top1T: 66.534492Best acc: 66.825272 Train:epoch: 39, loss@min: 0.952556, loss@max: 1.318943, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 1.442707, LT: 1.443847, Top1S: 66.878136, Top1T: 66.428757Best acc: 66.878136 Train:epoch: 40, loss@min: 0.967002, loss@max: 1.340497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 1.445701, LT: 1.446965, Top1S: 66.957436, Top1T: 66.587364Best acc: 66.957436 Train:epoch: 41, loss@min: 0.961245, loss@max: 1.343961, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 1.448637, LT: 1.449565, Top1S: 66.878136, Top1T: 66.587364 Train:epoch: 42, loss@min: 0.939617, loss@max: 1.334822, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 1.451673, LT: 1.452072, Top1S: 66.851700, Top1T: 66.560928 Train:epoch: 43, loss@min: 0.948831, loss@max: 1.345022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 1.454876, LT: 1.454570, Top1S: 66.878136, Top1T: 66.587364 Train:epoch: 44, loss@min: 0.949427, loss@max: 1.331863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 1.458134, LT: 1.456941, Top1S: 66.851700, Top1T: 66.613792 Train:epoch: 45, loss@min: 0.944283, loss@max: 1.344373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 1.461552, LT: 1.459748, Top1S: 66.825272, Top1T: 66.613792 Train:epoch: 46, loss@min: 0.956564, loss@max: 1.357669, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.464792, LT: 1.462443, Top1S: 66.772400, Top1T: 66.587364 Train:epoch: 47, loss@min: 0.946005, loss@max: 1.350098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.468084, LT: 1.465447, Top1S: 66.772400, Top1T: 66.587364 Train:epoch: 48, loss@min: 0.937904, loss@max: 1.347036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 1.470924, LT: 1.468303, Top1S: 66.719528, Top1T: 66.587364 Train:epoch: 49, loss@min: 0.952699, loss@max: 1.359349, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 1.473207, LT: 1.470783, Top1S: 66.745964, Top1T: 66.587364 Train:epoch: 50, loss@min: 0.938595, loss@max: 1.347315, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.475183, LT: 1.473175, Top1S: 66.772400, Top1T: 66.587364 Train:epoch: 51, loss@min: 0.947321, loss@max: 1.365201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.476902, LT: 1.475599, Top1S: 66.666664, Top1T: 66.534492 Train:epoch: 52, loss@min: 0.946309, loss@max: 1.358209, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.478641, LT: 1.478070, Top1S: 66.719528, Top1T: 66.613792 Train:epoch: 53, loss@min: 0.942293, loss@max: 1.352434, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.480157, LT: 1.480362, Top1S: 66.719528, Top1T: 66.666664 Train:epoch: 54, loss@min: 0.940148, loss@max: 1.351779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.481676, LT: 1.482517, Top1S: 66.798836, Top1T: 66.693100 Train:epoch: 55, loss@min: 0.946805, loss@max: 1.362589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.484083, LT: 1.484904, Top1S: 66.904572, Top1T: 66.745964 Train:epoch: 56, loss@min: 0.940952, loss@max: 1.360345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.486266, LT: 1.487231, Top1S: 66.745964, Top1T: 66.719528 Train:epoch: 57, loss@min: 0.947030, loss@max: 1.369333, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.488510, LT: 1.489229, Top1S: 66.825272, Top1T: 66.719528 Train:epoch: 58, loss@min: 0.946139, loss@max: 1.352579, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.490653, LT: 1.491344, Top1S: 66.825272, Top1T: 66.693100 Train:epoch: 59, loss@min: 0.949797, loss@max: 1.355591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.492607, LT: 1.493209, Top1S: 66.745964, Top1T: 66.693100 Train:epoch: 60, loss@min: 0.944554, loss@max: 1.357705, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.494346, LT: 1.494993, Top1S: 66.719528, Top1T: 66.745964 Train:epoch: 61, loss@min: 0.944747, loss@max: 1.352726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.495972, LT: 1.496421, Top1S: 66.613792, Top1T: 66.719528 Train:epoch: 62, loss@min: 0.940351, loss@max: 1.360514, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.497457, LT: 1.498100, Top1S: 66.613792, Top1T: 66.772400 Train:epoch: 63, loss@min: 0.943236, loss@max: 1.356516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.498643, LT: 1.499705, Top1S: 66.613792, Top1T: 66.693100 Train:epoch: 64, loss@min: 0.947845, loss@max: 1.364219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.499483, LT: 1.501004, Top1S: 66.508057, Top1T: 66.666664 Train:epoch: 65, loss@min: 0.950689, loss@max: 1.362486, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.499817, LT: 1.501833, Top1S: 66.455193, Top1T: 66.640228 Train:epoch: 66, loss@min: 0.945045, loss@max: 1.362215, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 1.500258, LT: 1.502695, Top1S: 66.481628, Top1T: 66.666664 Train:epoch: 67, loss@min: 0.946693, loss@max: 1.358457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 1.500921, LT: 1.503292, Top1S: 66.455193, Top1T: 66.693100 Train:epoch: 68, loss@min: 0.948635, loss@max: 1.360832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 1.501562, LT: 1.503886, Top1S: 66.402321, Top1T: 66.640228 Train:epoch: 69, loss@min: 0.942043, loss@max: 1.360591, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 1.502240, LT: 1.504755, Top1S: 66.428757, Top1T: 66.666664 Train:epoch: 70, loss@min: 0.978577, loss@max: 1.386032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 1.502984, LT: 1.505488, Top1S: 66.455193, Top1T: 66.666664 Train:epoch: 71, loss@min: 0.942717, loss@max: 1.359989, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 40} ------------------------------------------- Fri Jan 19 00:38:17 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.327107, loss@max: 1.569311, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.756334, loss@max: 1.554836, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.981155, loss@max: 1.463429, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.795644, loss@max: 1.514680, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.277300, loss@max: 1.451828, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.112266, loss@max: 1.488311, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.039992, loss@max: 1.525105, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.670226, loss@max: 1.479849, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.273335, loss@max: 1.416690, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.373827, loss@max: 1.486543, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.379675, loss@max: 1.504423, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.218710, loss@max: 1.492812, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.056985, loss@max: 1.440861, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.991966, loss@max: 1.422948, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.093370, loss@max: 1.431803, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.028890, loss@max: 1.408088, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.042433, loss@max: 1.372439, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.018668, loss@max: 1.376612, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.949064, loss@max: 1.336008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.032855, loss@max: 1.355535, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.950211, loss@max: 1.316561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.949838, loss@max: 1.302323, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.968937, loss@max: 1.311555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027099, loss@max: 1.339197, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.944736, loss@max: 1.299077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968418, loss@max: 1.316216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.993465, loss@max: 1.326594, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.995680, loss@max: 1.321466, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.023933, loss@max: 1.348176, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.954029, loss@max: 1.312354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.994705, loss@max: 1.330075, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.944626, loss@max: 1.307129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.948570, loss@max: 1.310758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.964155, loss@max: 1.323651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968295, loss@max: 1.326177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.986686, loss@max: 1.330814, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.964573, loss@max: 1.323407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.950374, loss@max: 1.323316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952224, loss@max: 1.331601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.941454, loss@max: 1.332680, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 1.421265, LT: 1.417320, Top1S: 66.851700, Top1T: 66.745964Best acc: 66.851700 Train:epoch: 41, loss@min: 0.963177, loss@max: 1.340518, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 1.422311, LT: 1.418213, Top1S: 66.878136, Top1T: 66.745964Best acc: 66.878136 Train:epoch: 42, loss@min: 0.942515, loss@max: 1.333798, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 00:41:25 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.327107, loss@max: 1.569311, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.756334, loss@max: 1.554836, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.981155, loss@max: 1.463429, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.795644, loss@max: 1.514680, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.277300, loss@max: 1.451828, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.112266, loss@max: 1.488311, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.039992, loss@max: 1.525105, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.670226, loss@max: 1.479849, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.273335, loss@max: 1.416690, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.373827, loss@max: 1.486543, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.379675, loss@max: 1.504423, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.218710, loss@max: 1.492812, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.056985, loss@max: 1.440861, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.991966, loss@max: 1.422948, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.093370, loss@max: 1.431803, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.028890, loss@max: 1.408088, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.042433, loss@max: 1.372439, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.018668, loss@max: 1.376612, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.949064, loss@max: 1.336008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.032855, loss@max: 1.355535, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.950211, loss@max: 1.316561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.949838, loss@max: 1.302323, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.968937, loss@max: 1.311555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027099, loss@max: 1.339197, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.944736, loss@max: 1.299077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968418, loss@max: 1.316216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.993465, loss@max: 1.326594, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.995680, loss@max: 1.321466, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.023933, loss@max: 1.348176, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.954029, loss@max: 1.312354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.994705, loss@max: 1.330075, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.944626, loss@max: 1.307129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.948570, loss@max: 1.310758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.964155, loss@max: 1.323651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968295, loss@max: 1.326177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.986686, loss@max: 1.330814, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.964573, loss@max: 1.323407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.950374, loss@max: 1.323316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952224, loss@max: 1.331601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.941454, loss@max: 1.332680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.949730, loss@max: 1.335317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.963527, loss@max: 1.345139, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.954524, loss@max: 1.333210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.953704, loss@max: 1.343988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.004676, loss@max: 1.367435, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.947619, loss@max: 1.341778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.024912, loss@max: 1.387870, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.944908, loss@max: 1.345559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.941175, loss@max: 1.352181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942890, loss@max: 1.351646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.950819, loss@max: 1.359897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.942256, loss@max: 1.359343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.943474, loss@max: 1.351937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.948773, loss@max: 1.357973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.947694, loss@max: 1.348248, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.945973, loss@max: 1.351270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.942927, loss@max: 1.360837, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.942964, loss@max: 1.356621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.963799, loss@max: 1.367500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.947403, loss@max: 1.362335, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.462040, LT: 1.457251, Top1S: 67.010307, Top1T: 66.851700Best acc: 67.010307 Train:epoch: 61, loss@min: 0.941590, loss@max: 1.357425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.463891, LT: 1.458748, Top1S: 66.957436, Top1T: 66.878136 Train:epoch: 62, loss@min: 0.950984, loss@max: 1.363807, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.465193, LT: 1.459534, Top1S: 66.851700, Top1T: 66.851700 Train:epoch: 63, loss@min: 0.947320, loss@max: 1.352973, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.466460, LT: 1.460247, Top1S: 66.825272, Top1T: 66.851700 Train:epoch: 64, loss@min: 0.988503, loss@max: 1.376535, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 64, LS: 1.469539, LT: 1.463089, Top1S: 66.798836, Top1T: 66.825272 Train:epoch: 65, loss@min: 0.946897, loss@max: 1.357071, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 00:46:37 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.327107, loss@max: 1.569311, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.756334, loss@max: 1.554836, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.981155, loss@max: 1.463429, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.795644, loss@max: 1.514680, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.277300, loss@max: 1.451828, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.112266, loss@max: 1.488311, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.039992, loss@max: 1.525105, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.670226, loss@max: 1.479849, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.273335, loss@max: 1.416690, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.373827, loss@max: 1.486543, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.379675, loss@max: 1.504423, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.218710, loss@max: 1.492812, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.056985, loss@max: 1.440861, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.991966, loss@max: 1.422948, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.093370, loss@max: 1.431803, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.028890, loss@max: 1.408088, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.042433, loss@max: 1.372439, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.018668, loss@max: 1.376612, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.949064, loss@max: 1.336008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.032855, loss@max: 1.355535, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.950211, loss@max: 1.316561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.949838, loss@max: 1.302323, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.968937, loss@max: 1.311555, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027099, loss@max: 1.339197, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.944736, loss@max: 1.299077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968418, loss@max: 1.316216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.993465, loss@max: 1.326594, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.995680, loss@max: 1.321466, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.023933, loss@max: 1.348176, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.954029, loss@max: 1.312354, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.994705, loss@max: 1.330075, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.944626, loss@max: 1.307129, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.948570, loss@max: 1.310758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.964155, loss@max: 1.323651, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968295, loss@max: 1.326177, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.986686, loss@max: 1.330814, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.964573, loss@max: 1.323407, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.950374, loss@max: 1.323316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952224, loss@max: 1.331601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.941454, loss@max: 1.332680, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.949730, loss@max: 1.335317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.963527, loss@max: 1.345139, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.954524, loss@max: 1.333210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.953704, loss@max: 1.343988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.004676, loss@max: 1.367435, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.947619, loss@max: 1.341778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.024912, loss@max: 1.387870, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.944908, loss@max: 1.345559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.941175, loss@max: 1.352181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942890, loss@max: 1.351646, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.440218, LT: 1.434178, Top1S: 66.904572, Top1T: 66.745964Best acc: 66.904572 Train:epoch: 51, loss@min: 0.950865, loss@max: 1.357491, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.442602, LT: 1.436621, Top1S: 66.931007, Top1T: 66.640228Best acc: 66.931007 Train:epoch: 52, loss@min: 0.948573, loss@max: 1.365140, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.444383, LT: 1.438636, Top1S: 66.825272, Top1T: 66.745964 Train:epoch: 53, loss@min: 0.944443, loss@max: 1.355089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.446055, LT: 1.440797, Top1S: 66.878136, Top1T: 66.772400 Train:epoch: 54, loss@min: 0.950437, loss@max: 1.352067, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.447381, LT: 1.442781, Top1S: 67.036743, Top1T: 66.798836Best acc: 67.036743 Train:epoch: 55, loss@min: 0.952912, loss@max: 1.360097, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.448201, LT: 1.444498, Top1S: 67.010307, Top1T: 66.798836 Train:epoch: 56, loss@min: 0.962076, loss@max: 1.365222, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.449689, LT: 1.446290, Top1S: 66.931007, Top1T: 66.851700 Train:epoch: 57, loss@min: 0.965754, loss@max: 1.373424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.451574, LT: 1.448354, Top1S: 66.983871, Top1T: 66.825272 Train:epoch: 58, loss@min: 0.942426, loss@max: 1.359227, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.453656, LT: 1.450651, Top1S: 67.010307, Top1T: 66.878136 Train:epoch: 59, loss@min: 0.949453, loss@max: 1.360440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.455739, LT: 1.452776, Top1S: 67.010307, Top1T: 66.825272 Train:epoch: 60, loss@min: 0.968934, loss@max: 1.373290, Top1S acc: 100.000000, Top1T acc: 99.009903{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 01:03:03 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.598885, loss@max: 1.352637, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.937164, loss@max: 1.576809, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.585428, loss@max: 1.371890, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.468393, loss@max: 1.479214, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.413004, loss@max: 1.589255, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.002456, loss@max: 1.590252, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.856605, loss@max: 1.651612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.457808, loss@max: 1.596419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.221336, loss@max: 1.579492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.181517, loss@max: 1.590950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.118700, loss@max: 1.587101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.072920, loss@max: 1.543276, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.114919, loss@max: 1.534783, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.158154, loss@max: 1.518604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.078038, loss@max: 1.463167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.031108, loss@max: 1.414864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.044852, loss@max: 1.368034, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.073027, loss@max: 1.374085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.044667, loss@max: 1.312173, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.996599, loss@max: 1.287265, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.074996, loss@max: 1.319419, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.037030, loss@max: 1.280102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.014087, loss@max: 1.289745, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.061180, loss@max: 1.296278, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.026166, loss@max: 1.280376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.983394, loss@max: 1.271817, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.015955, loss@max: 1.311802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.977321, loss@max: 1.290121, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.967899, loss@max: 1.308969, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.968883, loss@max: 1.305163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.963386, loss@max: 1.317392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.029828, loss@max: 1.367145, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.953644, loss@max: 1.336493, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.959525, loss@max: 1.323052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.963736, loss@max: 1.348366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.956095, loss@max: 1.351500, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.961317, loss@max: 1.372095, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.928214, loss@max: 1.346507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.949425, loss@max: 1.375975, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.936345, loss@max: 1.378180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.946354, loss@max: 1.335844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.950963, loss@max: 1.343999, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.985402, loss@max: 1.357054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.977191, loss@max: 1.335140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.967547, loss@max: 1.332841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.988322, loss@max: 1.368792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.962076, loss@max: 1.352824, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.957276, loss@max: 1.362176, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.976512, loss@max: 1.382335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.943456, loss@max: 1.358036, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.671166, LT: 1.681273, Top1S: 56.617283, Top1T: 56.530865Best acc: 56.617283 Train:epoch: 51, loss@min: 0.938911, loss@max: 1.369219, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.672049, LT: 1.683763, Top1S: 56.740742, Top1T: 56.604939Best acc: 56.740742 Train:epoch: 52, loss@min: 0.937130, loss@max: 1.368695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.670034, LT: 1.681189, Top1S: 56.765430, Top1T: 56.814816Best acc: 56.814816 Train:epoch: 53, loss@min: 0.944035, loss@max: 1.355478, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.674461, LT: 1.684602, Top1S: 56.851852, Top1T: 56.827160Best acc: 56.851852 Train:epoch: 54, loss@min: 0.961272, loss@max: 1.354096, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.684918, LT: 1.692961, Top1S: 56.851852, Top1T: 56.765430 Train:epoch: 55, loss@min: 0.970228, loss@max: 1.333483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.709566, LT: 1.713503, Top1S: 56.567902, Top1T: 56.580246 Train:epoch: 56, loss@min: 0.976802, loss@max: 1.333418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.731062, LT: 1.733399, Top1S: 56.283951, Top1T: 56.271606 Train:epoch: 57, loss@min: 0.974504, loss@max: 1.354763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.744858, LT: 1.744948, Top1S: 56.259258, Top1T: 56.185184 Train:epoch: 58, loss@min: 0.958163, loss@max: 1.355642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.769111, LT: 1.769412, Top1S: 55.975307, Top1T: 56.012344 Train:epoch: 59, loss@min: 0.962809, loss@max: 1.353176, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.791066, LT: 1.790641, Top1S: 55.827160, Top1T: 55.765430 Train:epoch: 60, loss@min: 0.959250, loss@max: 1.385697, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.833285, LT: 1.834595, Top1S: 55.567902, Top1T: 55.432098 Train:epoch: 61, loss@min: 0.937078, loss@max: 1.368441, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.868630, LT: 1.872732, Top1S: 55.308643, Top1T: 55.074074 Train:epoch: 62, loss@min: 0.946203, loss@max: 1.368194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.896487, LT: 1.902821, Top1S: 55.123455, Top1T: 54.802467 Train:epoch: 63, loss@min: 0.936101, loss@max: 1.368480, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.917015, LT: 1.924140, Top1S: 54.901234, Top1T: 54.728394 Train:epoch: 64, loss@min: 0.943727, loss@max: 1.366414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.925134, LT: 1.933654, Top1S: 54.938271, Top1T: 54.802467 Train:epoch: 65, loss@min: 0.950595, loss@max: 1.362367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.918787, LT: 1.928409, Top1S: 54.925926, Top1T: 54.876545 Train:epoch: 66, loss@min: 0.945016, loss@max: 1.369817, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 1.910555, LT: 1.919882, Top1S: 54.962963, Top1T: 54.938271 Train:epoch: 67, loss@min: 0.943423, loss@max: 1.369414, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 01:22:53 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.598138, loss@max: 1.352621, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.941898, loss@max: 1.578160, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.588874, loss@max: 1.372889, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.471928, loss@max: 1.480224, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.417843, loss@max: 1.590489, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.005461, loss@max: 1.590652, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.856174, loss@max: 1.651428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.456284, loss@max: 1.595790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.223632, loss@max: 1.579952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.184474, loss@max: 1.591802, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.119349, loss@max: 1.586966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.074405, loss@max: 1.543521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.116642, loss@max: 1.535520, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.156967, loss@max: 1.518076, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.078325, loss@max: 1.463366, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.034194, loss@max: 1.416625, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.044846, loss@max: 1.368231, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.072556, loss@max: 1.374043, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.045302, loss@max: 1.312459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.997206, loss@max: 1.287233, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.076856, loss@max: 1.320328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.037223, loss@max: 1.280838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.014158, loss@max: 1.289836, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.061385, loss@max: 1.296768, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.026574, loss@max: 1.280666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.983504, loss@max: 1.272191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.015948, loss@max: 1.311201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.977926, loss@max: 1.290070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.968314, loss@max: 1.309612, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.969504, loss@max: 1.305548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.963100, loss@max: 1.317946, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.028449, loss@max: 1.367474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.954225, loss@max: 1.337158, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.959203, loss@max: 1.323637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.964298, loss@max: 1.348805, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.956043, loss@max: 1.351793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.960887, loss@max: 1.372925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.928269, loss@max: 1.346839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.949769, loss@max: 1.376074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.937559, loss@max: 1.378093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.945868, loss@max: 1.336538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.950904, loss@max: 1.344446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.985497, loss@max: 1.357597, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.976691, loss@max: 1.335207, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.966441, loss@max: 1.332672, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.986309, loss@max: 1.367877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.962775, loss@max: 1.352854, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.956886, loss@max: 1.361608, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.988099, loss@max: 1.386890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.944273, loss@max: 1.357044, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.636366, LT: 1.646047, Top1S: 57.012344, Top1T: 57.061729Best acc: 57.061729 Train:epoch: 51, loss@min: 0.940663, loss@max: 1.366815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.639296, LT: 1.651729, Top1S: 57.123455, Top1T: 57.061729Best acc: 57.123455 Train:epoch: 52, loss@min: 0.939461, loss@max: 1.366741, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.641399, LT: 1.654159, Top1S: 57.160492, Top1T: 57.148148Best acc: 57.160492 Train:epoch: 53, loss@min: 0.946019, loss@max: 1.353635, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.651800, LT: 1.664110, Top1S: 57.222221, Top1T: 57.135803Best acc: 57.222221 Train:epoch: 54, loss@min: 0.963560, loss@max: 1.352332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.668962, LT: 1.678911, Top1S: 56.987656, Top1T: 56.950619 Train:epoch: 55, loss@min: 0.970169, loss@max: 1.332910, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.700062, LT: 1.704830, Top1S: 56.765430, Top1T: 56.703705 Train:epoch: 56, loss@min: 0.976534, loss@max: 1.332894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.726462, LT: 1.728485, Top1S: 56.382717, Top1T: 56.296295 Train:epoch: 57, loss@min: 0.973192, loss@max: 1.356368, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 53} ------------------------------------------- Fri Jan 19 01:31:44 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.598979, loss@max: 1.352752, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.948987, loss@max: 1.579825, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.593898, loss@max: 1.374205, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.477832, loss@max: 1.481569, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.420280, loss@max: 1.590850, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.010334, loss@max: 1.591519, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.857409, loss@max: 1.651638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.458981, loss@max: 1.596180, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.226943, loss@max: 1.580496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.188466, loss@max: 1.592660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.120686, loss@max: 1.587189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.074283, loss@max: 1.542578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.116732, loss@max: 1.535345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.160250, loss@max: 1.518604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.078121, loss@max: 1.463453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.041216, loss@max: 1.420481, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.046192, loss@max: 1.369029, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.071963, loss@max: 1.374092, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.047372, loss@max: 1.313847, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.997660, loss@max: 1.286766, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.079731, loss@max: 1.321668, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.036495, loss@max: 1.281849, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.015567, loss@max: 1.291134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.062061, loss@max: 1.298460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.026370, loss@max: 1.280944, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.983448, loss@max: 1.273036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.017827, loss@max: 1.311118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.979560, loss@max: 1.289838, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.968996, loss@max: 1.310561, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.971096, loss@max: 1.305659, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.962780, loss@max: 1.318807, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.028157, loss@max: 1.369070, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.955574, loss@max: 1.338472, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.958638, loss@max: 1.324547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.965125, loss@max: 1.349364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.957733, loss@max: 1.352994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.959578, loss@max: 1.374285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.928653, loss@max: 1.347599, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.951200, loss@max: 1.376456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.940494, loss@max: 1.378040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.944886, loss@max: 1.338305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.950716, loss@max: 1.346171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.985353, loss@max: 1.359304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.975168, loss@max: 1.337322, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.962722, loss@max: 1.334250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.983419, loss@max: 1.369314, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.963085, loss@max: 1.355601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.956423, loss@max: 1.362958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.994129, loss@max: 1.385829, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.945904, loss@max: 1.355636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.945691, loss@max: 1.355206, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.953709, loss@max: 1.355011, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.956279, loss@max: 1.347776, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.639145, LT: 1.651074, Top1S: 57.555557, Top1T: 57.432098Best acc: 57.555557 Train:epoch: 54, loss@min: 0.954566, loss@max: 1.347079, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 53} ------------------------------------------- Fri Jan 19 01:34:30 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.603647, loss@max: 1.353967, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.987234, loss@max: 1.589418, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.623916, loss@max: 1.382278, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.512593, loss@max: 1.490450, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.456538, loss@max: 1.599844, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.048955, loss@max: 1.600170, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.876360, loss@max: 1.657157, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.475796, loss@max: 1.600822, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.252614, loss@max: 1.588877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.220199, loss@max: 1.604327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.136692, loss@max: 1.594690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.086352, loss@max: 1.545486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.133170, loss@max: 1.543288, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.177735, loss@max: 1.524166, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.086191, loss@max: 1.469274, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.096835, loss@max: 1.446601, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.060464, loss@max: 1.377846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.077378, loss@max: 1.377530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.059148, loss@max: 1.321742, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.001474, loss@max: 1.287876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.101573, loss@max: 1.333666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.033363, loss@max: 1.289778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.019662, loss@max: 1.298577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.064359, loss@max: 1.309273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.027631, loss@max: 1.286870, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.983240, loss@max: 1.279321, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.026631, loss@max: 1.312559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.988950, loss@max: 1.291242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.976329, loss@max: 1.312538, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.983469, loss@max: 1.307863, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.966819, loss@max: 1.320337, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.031828, loss@max: 1.372740, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.967218, loss@max: 1.341448, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.961164, loss@max: 1.328946, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.973841, loss@max: 1.351224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.967543, loss@max: 1.356099, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.957431, loss@max: 1.382384, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.932775, loss@max: 1.352170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.958602, loss@max: 1.379815, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.961311, loss@max: 1.383687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.948387, loss@max: 1.343522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.955950, loss@max: 1.355388, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.992924, loss@max: 1.371294, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.975630, loss@max: 1.357910, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.951679, loss@max: 1.349453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.985613, loss@max: 1.385098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.961268, loss@max: 1.369345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.961499, loss@max: 1.375545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.963332, loss@max: 1.372186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.952396, loss@max: 1.358119, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.958031, loss@max: 1.346434, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.966412, loss@max: 1.349986, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.969932, loss@max: 1.341522, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.735242, LT: 1.754315, Top1S: 55.740742, Top1T: 55.666668Best acc: 55.740742 Train:epoch: 54, loss@min: 0.969112, loss@max: 1.340170, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 53} ------------------------------------------- Fri Jan 19 01:37:02 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.599501, loss@max: 1.352921, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.957967, loss@max: 1.582137, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.600691, loss@max: 1.376025, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.485562, loss@max: 1.483486, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.427220, loss@max: 1.592458, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.017640, loss@max: 1.592937, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.859742, loss@max: 1.652252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.461191, loss@max: 1.596519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.231950, loss@max: 1.581753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.194684, loss@max: 1.594486, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.123074, loss@max: 1.587872, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.076064, loss@max: 1.542460, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.119048, loss@max: 1.536319, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.162640, loss@max: 1.519143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.078669, loss@max: 1.464216, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.051092, loss@max: 1.425797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.047884, loss@max: 1.370386, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.071832, loss@max: 1.374506, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.049620, loss@max: 1.315445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.998466, loss@max: 1.286594, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.083848, loss@max: 1.323727, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.035944, loss@max: 1.283260, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.016604, loss@max: 1.292374, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.062745, loss@max: 1.300422, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.026634, loss@max: 1.281690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.983459, loss@max: 1.274077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.019467, loss@max: 1.310920, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.981432, loss@max: 1.289757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.970236, loss@max: 1.311511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.973170, loss@max: 1.306105, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.962875, loss@max: 1.319531, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.027400, loss@max: 1.369981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.957768, loss@max: 1.339588, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.958720, loss@max: 1.325400, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.966647, loss@max: 1.349585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.959869, loss@max: 1.354030, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.958345, loss@max: 1.375507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.929454, loss@max: 1.348401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952710, loss@max: 1.376429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.944469, loss@max: 1.378210, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.944546, loss@max: 1.340040, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.951015, loss@max: 1.348431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.985719, loss@max: 1.361900, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.973928, loss@max: 1.341091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.958769, loss@max: 1.337631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.982096, loss@max: 1.373427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.962041, loss@max: 1.358954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.956477, loss@max: 1.365823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.977207, loss@max: 1.375013, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.946716, loss@max: 1.356149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.948827, loss@max: 1.351989, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.957943, loss@max: 1.351949, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.959855, loss@max: 1.344830, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.630073, LT: 1.638782, Top1S: 57.592594, Top1T: 57.320988Best acc: 57.592594 Train:epoch: 54, loss@min: 0.958723, loss@max: 1.343686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.630553, LT: 1.636591, Top1S: 57.679012, Top1T: 57.432098Best acc: 57.679012 Train:epoch: 55, loss@min: 0.976109, loss@max: 1.358682, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.637010, LT: 1.638959, Top1S: 57.567902, Top1T: 57.543209 Train:epoch: 56, loss@min: 0.977738, loss@max: 1.345505, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 53} ------------------------------------------- Fri Jan 19 01:41:22 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.601645, loss@max: 1.353375, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.974883, loss@max: 1.586207, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.613912, loss@max: 1.379418, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.500470, loss@max: 1.487174, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.442562, loss@max: 1.596055, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.033774, loss@max: 1.596285, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.867497, loss@max: 1.654246, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.468055, loss@max: 1.598113, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.242720, loss@max: 1.584926, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.207848, loss@max: 1.598998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.129455, loss@max: 1.590596, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.080849, loss@max: 1.543447, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.125535, loss@max: 1.539369, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.169291, loss@max: 1.521214, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.081439, loss@max: 1.466474, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.073752, loss@max: 1.436804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.053179, loss@max: 1.373982, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.073481, loss@max: 1.376012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.054289, loss@max: 1.318778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.999872, loss@max: 1.287008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.092487, loss@max: 1.328402, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.034584, loss@max: 1.286340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.018353, loss@max: 1.295077, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.063915, loss@max: 1.304673, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.027264, loss@max: 1.283866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.983437, loss@max: 1.276285, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.023016, loss@max: 1.311335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.985145, loss@max: 1.290120, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.973037, loss@max: 1.312575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.977861, loss@max: 1.307017, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.964171, loss@max: 1.320266, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.027951, loss@max: 1.371423, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.962439, loss@max: 1.340946, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.959681, loss@max: 1.326942, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.970220, loss@max: 1.349860, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.964226, loss@max: 1.355208, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.957286, loss@max: 1.378387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.931389, loss@max: 1.349954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.955854, loss@max: 1.377049, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.953043, loss@max: 1.379978, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.945734, loss@max: 1.342373, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.952770, loss@max: 1.352482, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.988309, loss@max: 1.367092, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.973515, loss@max: 1.349563, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.954004, loss@max: 1.344331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.983357, loss@max: 1.380867, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.960892, loss@max: 1.364108, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.958864, loss@max: 1.370526, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.963409, loss@max: 1.367866, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.949048, loss@max: 1.357204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.954117, loss@max: 1.348101, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.962484, loss@max: 1.349985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.964740, loss@max: 1.342922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.720934, LT: 1.735879, Top1S: 56.592594, Top1T: 56.308643Best acc: 56.592594 Train:epoch: 54, loss@min: 0.964274, loss@max: 1.340484, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.719980, LT: 1.731170, Top1S: 56.641975, Top1T: 56.382717Best acc: 56.641975 Train:epoch: 55, loss@min: 0.979755, loss@max: 1.364756, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.724778, LT: 1.731526, Top1S: 56.617283, Top1T: 56.395061 Train:epoch: 56, loss@min: 0.974994, loss@max: 1.356927, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 53} ------------------------------------------- Fri Jan 19 01:45:51 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.599283, loss@max: 1.352996, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.964417, loss@max: 1.583759, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.605596, loss@max: 1.377375, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.490910, loss@max: 1.484863, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.434691, loss@max: 1.594182, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.023011, loss@max: 1.593818, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.861383, loss@max: 1.652529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.461423, loss@max: 1.596272, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.235883, loss@max: 1.582685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.199647, loss@max: 1.595958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.124973, loss@max: 1.588331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.078530, loss@max: 1.543085, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.122091, loss@max: 1.537633, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.162603, loss@max: 1.519052, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.079598, loss@max: 1.464893, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.057534, loss@max: 1.429164, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.048795, loss@max: 1.371343, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.071933, loss@max: 1.375007, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.050650, loss@max: 1.316242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.999057, loss@max: 1.286858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.086709, loss@max: 1.325313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.035862, loss@max: 1.284339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.016697, loss@max: 1.292784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.063006, loss@max: 1.301479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.027207, loss@max: 1.282315, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.983681, loss@max: 1.274579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.020042, loss@max: 1.310428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.982543, loss@max: 1.289760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.971269, loss@max: 1.311987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.974450, loss@max: 1.306636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.963073, loss@max: 1.319899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.026428, loss@max: 1.370153, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.959155, loss@max: 1.340137, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.958906, loss@max: 1.325998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.967750, loss@max: 1.349691, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.960820, loss@max: 1.354218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.957909, loss@max: 1.376171, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.930047, loss@max: 1.348780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.953530, loss@max: 1.376250, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.947008, loss@max: 1.378457, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.944819, loss@max: 1.340743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.951444, loss@max: 1.349677, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.986263, loss@max: 1.363608, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.973540, loss@max: 1.343560, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.956956, loss@max: 1.339747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.981940, loss@max: 1.375907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.961233, loss@max: 1.360462, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.956921, loss@max: 1.367204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.970175, loss@max: 1.370698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.947191, loss@max: 1.356512, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.950491, loss@max: 1.350613, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.959456, loss@max: 1.351074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.961331, loss@max: 1.344099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.659075, LT: 1.668467, Top1S: 57.234570, Top1T: 57.098766Best acc: 57.234570 Train:epoch: 54, loss@min: 0.960461, loss@max: 1.342526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.655731, LT: 1.661923, Top1S: 57.370369, Top1T: 57.234570Best acc: 57.370369 Train:epoch: 55, loss@min: 0.977437, loss@max: 1.360801, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.658449, LT: 1.660392, Top1S: 57.456791, Top1T: 57.345680Best acc: 57.456791 Train:epoch: 56, loss@min: 0.976841, loss@max: 1.348653, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.661325, LT: 1.660883, Top1S: 57.506172, Top1T: 57.370369Best acc: 57.506172 Train:epoch: 57, loss@min: 0.965050, loss@max: 1.348287, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 53} ------------------------------------------- Fri Jan 19 01:51:11 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.631170, loss@max: 1.384476, Top1S acc: 100.000000, Top1T acc: 55.000000 Train:epoch: 2, loss@min: 3.413224, loss@max: 1.474763, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 2.901531, loss@max: 1.494382, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 4, loss@min: 2.502336, loss@max: 1.541003, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 5, loss@min: 2.621431, loss@max: 1.688538, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 6, loss@min: 2.036131, loss@max: 1.640616, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 7, loss@min: 1.909148, loss@max: 1.684630, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.605389, loss@max: 1.663805, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 1.621824, loss@max: 1.687446, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 10, loss@min: 1.181363, loss@max: 1.590331, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.430324, loss@max: 1.648749, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.196226, loss@max: 1.541191, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 13, loss@min: 1.216816, loss@max: 1.530848, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 14, loss@min: 1.059880, loss@max: 1.443570, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.134305, loss@max: 1.454552, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.049426, loss@max: 1.384191, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.122381, loss@max: 1.388341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.163225, loss@max: 1.380747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.066189, loss@max: 1.333544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.067870, loss@max: 1.327525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.186939, loss@max: 1.333233, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 22, loss@min: 1.156895, loss@max: 1.349880, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.068108, loss@max: 1.322895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.051171, loss@max: 1.316461, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.129871, loss@max: 1.370412, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.051940, loss@max: 1.324573, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.190945, loss@max: 1.427498, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.029977, loss@max: 1.341167, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.010957, loss@max: 1.345279, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.994531, loss@max: 1.343138, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.992750, loss@max: 1.359715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.013100, loss@max: 1.377404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.951734, loss@max: 1.350490, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.990738, loss@max: 1.395345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940695, loss@max: 1.356281, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.946973, loss@max: 1.384418, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.935965, loss@max: 1.361693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.957805, loss@max: 1.358843, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.962875, loss@max: 1.381270, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.964142, loss@max: 1.361446, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.974924, loss@max: 1.354889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.983237, loss@max: 1.357327, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.194018, loss@max: 1.454493, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 44, loss@min: 0.963222, loss@max: 1.345496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.963077, loss@max: 1.348295, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.982732, loss@max: 1.386958, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.983767, loss@max: 1.380416, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.954343, loss@max: 1.355345, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.959322, loss@max: 1.365785, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.974623, loss@max: 1.378530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.961066, loss@max: 1.347567, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.997210, loss@max: 1.385064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.973478, loss@max: 1.366292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.122536, LT: 1.117589, Top1S: 66.790123, Top1T: 66.728394Best acc: 66.790123 Train:epoch: 54, loss@min: 0.978249, loss@max: 1.369267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.124802, LT: 1.118867, Top1S: 66.740738, Top1T: 66.654320 Train:epoch: 55, loss@min: 0.978021, loss@max: 1.361463, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 53} ------------------------------------------- Fri Jan 19 01:54:50 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.493340, loss@max: 1.625935, Top1S acc: 100.000000, Top1T acc: 43.750000 Train:epoch: 2, loss@min: 4.231013, loss@max: 1.730800, Top1S acc: 100.000000, Top1T acc: 44.375000 Train:epoch: 3, loss@min: 3.887686, loss@max: 1.809740, Top1S acc: 100.000000, Top1T acc: 49.375000 Train:epoch: 4, loss@min: 3.448665, loss@max: 1.837069, Top1S acc: 100.000000, Top1T acc: 56.875000 Train:epoch: 5, loss@min: 3.109548, loss@max: 1.880283, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 6, loss@min: 2.780300, loss@max: 1.893203, Top1S acc: 100.000000, Top1T acc: 66.250000 Train:epoch: 7, loss@min: 2.806490, loss@max: 1.968000, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 8, loss@min: 2.441916, loss@max: 1.915393, Top1S acc: 100.000000, Top1T acc: 73.750000 Train:epoch: 9, loss@min: 2.382486, loss@max: 1.918571, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 10, loss@min: 2.286621, loss@max: 1.893058, Top1S acc: 100.000000, Top1T acc: 75.625000 Train:epoch: 11, loss@min: 2.340974, loss@max: 1.906088, Top1S acc: 100.000000, Top1T acc: 73.125000 Train:epoch: 12, loss@min: 2.187447, loss@max: 1.843942, Top1S acc: 100.000000, Top1T acc: 74.375000 Train:epoch: 13, loss@min: 2.129080, loss@max: 1.803821, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 2.116898, loss@max: 1.771426, Top1S acc: 100.000000, Top1T acc: 78.750000 Train:epoch: 15, loss@min: 2.011799, loss@max: 1.721454, Top1S acc: 100.000000, Top1T acc: 80.625000 Train:epoch: 16, loss@min: 1.944297, loss@max: 1.688956, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 17, loss@min: 2.010184, loss@max: 1.679278, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 18, loss@min: 1.910425, loss@max: 1.640502, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 19, loss@min: 1.828734, loss@max: 1.611152, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 20, loss@min: 1.746510, loss@max: 1.595255, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 21, loss@min: 1.813546, loss@max: 1.612883, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 22, loss@min: 1.703606, loss@max: 1.596612, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 23, loss@min: 1.688467, loss@max: 1.594837, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 24, loss@min: 1.618860, loss@max: 1.604908, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 25, loss@min: 1.615514, loss@max: 1.611108, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 26, loss@min: 1.630838, loss@max: 1.635972, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 27, loss@min: 1.507251, loss@max: 1.590834, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 28, loss@min: 1.501349, loss@max: 1.609201, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 29, loss@min: 1.535256, loss@max: 1.631603, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 30, loss@min: 1.604356, loss@max: 1.663888, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 31, loss@min: 1.489616, loss@max: 1.625200, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 32, loss@min: 1.436406, loss@max: 1.622929, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 33, loss@min: 1.373266, loss@max: 1.607473, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 34, loss@min: 1.403705, loss@max: 1.606426, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 35, loss@min: 1.348625, loss@max: 1.599149, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 36, loss@min: 1.368858, loss@max: 1.607103, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 37, loss@min: 1.365175, loss@max: 1.595089, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 38, loss@min: 1.414823, loss@max: 1.618546, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 39, loss@min: 1.400528, loss@max: 1.610347, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 40, loss@min: 1.279507, loss@max: 1.562781, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 41, loss@min: 1.298604, loss@max: 1.548760, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 42, loss@min: 1.411860, loss@max: 1.585267, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 43, loss@min: 1.323344, loss@max: 1.549572, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 44, loss@min: 1.416486, loss@max: 1.575026, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 45, loss@min: 1.394057, loss@max: 1.576872, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 46, loss@min: 1.381071, loss@max: 1.571924, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 47, loss@min: 1.247228, loss@max: 1.535021, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 48, loss@min: 1.300098, loss@max: 1.560755, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 49, loss@min: 1.301797, loss@max: 1.550031, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 50, loss@min: 1.267521, loss@max: 1.553120, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 51, loss@min: 1.325654, loss@max: 1.581720, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 52, loss@min: 1.314541, loss@max: 1.558384, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 53, loss@min: 1.246954, loss@max: 1.551164, Top1S acc: 100.000000, Top1T acc: 95.000000 Test:epoch: 53, LS: 0.515204, LT: 0.510399, Top1S: 83.259262, Top1T: 83.308640Best acc: 83.308640 Train:epoch: 54, loss@min: 1.298425, loss@max: 1.556778, Top1S acc: 100.000000, Top1T acc: 94.375000 Test:epoch: 54, LS: 0.516884, LT: 0.512956, Top1S: 83.333336, Top1T: 83.283951Best acc: 83.333336 Train:epoch: 55, loss@min: 1.267693, loss@max: 1.564560, Top1S acc: 100.000000, Top1T acc: 95.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 40} ------------------------------------------- Fri Jan 19 02:00:24 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.493340, loss@max: 1.625935, Top1S acc: 100.000000, Top1T acc: 43.750000 Train:epoch: 2, loss@min: 4.231013, loss@max: 1.730800, Top1S acc: 100.000000, Top1T acc: 44.375000 Train:epoch: 3, loss@min: 3.887686, loss@max: 1.809740, Top1S acc: 100.000000, Top1T acc: 49.375000 Train:epoch: 4, loss@min: 3.448665, loss@max: 1.837069, Top1S acc: 100.000000, Top1T acc: 56.875000 Train:epoch: 5, loss@min: 3.109548, loss@max: 1.880283, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 6, loss@min: 2.780300, loss@max: 1.893203, Top1S acc: 100.000000, Top1T acc: 66.250000 Train:epoch: 7, loss@min: 2.806490, loss@max: 1.968000, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 8, loss@min: 2.441916, loss@max: 1.915393, Top1S acc: 100.000000, Top1T acc: 73.750000 Train:epoch: 9, loss@min: 2.382486, loss@max: 1.918571, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 10, loss@min: 2.286621, loss@max: 1.893058, Top1S acc: 100.000000, Top1T acc: 75.625000 Train:epoch: 11, loss@min: 2.340974, loss@max: 1.906088, Top1S acc: 100.000000, Top1T acc: 73.125000 Train:epoch: 12, loss@min: 2.187447, loss@max: 1.843942, Top1S acc: 100.000000, Top1T acc: 74.375000 Train:epoch: 13, loss@min: 2.129080, loss@max: 1.803821, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 2.116898, loss@max: 1.771426, Top1S acc: 100.000000, Top1T acc: 78.750000 Train:epoch: 15, loss@min: 2.011799, loss@max: 1.721454, Top1S acc: 100.000000, Top1T acc: 80.625000 Train:epoch: 16, loss@min: 1.944297, loss@max: 1.688956, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 17, loss@min: 2.010184, loss@max: 1.679278, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 18, loss@min: 1.910425, loss@max: 1.640502, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 19, loss@min: 1.828734, loss@max: 1.611152, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 20, loss@min: 1.746510, loss@max: 1.595255, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 21, loss@min: 1.813546, loss@max: 1.612883, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 22, loss@min: 1.703606, loss@max: 1.596612, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 23, loss@min: 1.688467, loss@max: 1.594837, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 24, loss@min: 1.618860, loss@max: 1.604908, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 25, loss@min: 1.615514, loss@max: 1.611108, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 26, loss@min: 1.630838, loss@max: 1.635972, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 27, loss@min: 1.507251, loss@max: 1.590834, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 28, loss@min: 1.501349, loss@max: 1.609201, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 29, loss@min: 1.535256, loss@max: 1.631603, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 30, loss@min: 1.604356, loss@max: 1.663888, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 31, loss@min: 1.489616, loss@max: 1.625200, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 32, loss@min: 1.436406, loss@max: 1.622929, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 33, loss@min: 1.373266, loss@max: 1.607473, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 34, loss@min: 1.403705, loss@max: 1.606426, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 35, loss@min: 1.348625, loss@max: 1.599149, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 36, loss@min: 1.368858, loss@max: 1.607103, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 37, loss@min: 1.365175, loss@max: 1.595089, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 38, loss@min: 1.414823, loss@max: 1.618546, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 39, loss@min: 1.400528, loss@max: 1.610347, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 40, loss@min: 1.279507, loss@max: 1.562781, Top1S acc: 100.000000, Top1T acc: 96.250000 Test:epoch: 40, LS: 0.517795, LT: 0.511050, Top1S: 82.728394, Top1T: 82.987656Best acc: 82.987656 Train:epoch: 41, loss@min: 1.300518, loss@max: 1.546474, Top1S acc: 100.000000, Top1T acc: 95.625000 Test:epoch: 41, LS: 0.518598, LT: 0.512444, Top1S: 82.802467, Top1T: 82.888885 Train:epoch: 42, loss@min: 1.339640, loss@max: 1.560527, Top1S acc: 100.000000, Top1T acc: 93.125000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 80} ------------------------------------------- Fri Jan 19 02:05:39 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.493340, loss@max: 1.625935, Top1S acc: 100.000000, Top1T acc: 43.750000 Train:epoch: 2, loss@min: 4.231013, loss@max: 1.730800, Top1S acc: 100.000000, Top1T acc: 44.375000 Train:epoch: 3, loss@min: 3.887686, loss@max: 1.809740, Top1S acc: 100.000000, Top1T acc: 49.375000 Train:epoch: 4, loss@min: 3.448665, loss@max: 1.837069, Top1S acc: 100.000000, Top1T acc: 56.875000 Train:epoch: 5, loss@min: 3.109548, loss@max: 1.880283, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 6, loss@min: 2.780300, loss@max: 1.893203, Top1S acc: 100.000000, Top1T acc: 66.250000 Train:epoch: 7, loss@min: 2.806490, loss@max: 1.968000, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 8, loss@min: 2.441916, loss@max: 1.915393, Top1S acc: 100.000000, Top1T acc: 73.750000 Train:epoch: 9, loss@min: 2.382486, loss@max: 1.918571, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 10, loss@min: 2.286621, loss@max: 1.893058, Top1S acc: 100.000000, Top1T acc: 75.625000 Train:epoch: 11, loss@min: 2.340974, loss@max: 1.906088, Top1S acc: 100.000000, Top1T acc: 73.125000 Train:epoch: 12, loss@min: 2.187447, loss@max: 1.843942, Top1S acc: 100.000000, Top1T acc: 74.375000 Train:epoch: 13, loss@min: 2.129080, loss@max: 1.803821, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 2.116898, loss@max: 1.771426, Top1S acc: 100.000000, Top1T acc: 78.750000 Train:epoch: 15, loss@min: 2.011799, loss@max: 1.721454, Top1S acc: 100.000000, Top1T acc: 80.625000 Train:epoch: 16, loss@min: 1.944297, loss@max: 1.688956, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 17, loss@min: 2.010184, loss@max: 1.679278, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 18, loss@min: 1.910425, loss@max: 1.640502, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 19, loss@min: 1.828734, loss@max: 1.611152, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 20, loss@min: 1.746510, loss@max: 1.595255, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 21, loss@min: 1.813546, loss@max: 1.612883, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 22, loss@min: 1.703606, loss@max: 1.596612, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 23, loss@min: 1.688467, loss@max: 1.594837, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 24, loss@min: 1.618860, loss@max: 1.604908, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 25, loss@min: 1.615514, loss@max: 1.611108, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 26, loss@min: 1.630838, loss@max: 1.635972, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 27, loss@min: 1.507251, loss@max: 1.590834, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 28, loss@min: 1.501349, loss@max: 1.609201, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 29, loss@min: 1.535256, loss@max: 1.631603, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 30, loss@min: 1.604356, loss@max: 1.663888, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 31, loss@min: 1.489616, loss@max: 1.625200, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 32, loss@min: 1.436406, loss@max: 1.622929, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 33, loss@min: 1.373266, loss@max: 1.607473, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 34, loss@min: 1.403705, loss@max: 1.606426, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 35, loss@min: 1.348625, loss@max: 1.599149, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 36, loss@min: 1.368858, loss@max: 1.607103, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 37, loss@min: 1.365175, loss@max: 1.595089, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 38, loss@min: 1.414823, loss@max: 1.618546, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 39, loss@min: 1.400528, loss@max: 1.610347, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 40, loss@min: 1.279507, loss@max: 1.562781, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 41, loss@min: 1.298604, loss@max: 1.548760, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 42, loss@min: 1.411860, loss@max: 1.585267, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 43, loss@min: 1.323344, loss@max: 1.549572, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 44, loss@min: 1.416486, loss@max: 1.575026, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 45, loss@min: 1.394057, loss@max: 1.576872, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 46, loss@min: 1.381071, loss@max: 1.571924, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 47, loss@min: 1.247228, loss@max: 1.535021, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 48, loss@min: 1.300098, loss@max: 1.560755, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 49, loss@min: 1.301797, loss@max: 1.550031, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 50, loss@min: 1.267521, loss@max: 1.553120, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 51, loss@min: 1.325654, loss@max: 1.581720, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 52, loss@min: 1.314541, loss@max: 1.558384, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 53, loss@min: 1.246954, loss@max: 1.551164, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 54, loss@min: 1.258006, loss@max: 1.548341, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 55, loss@min: 1.245997, loss@max: 1.537610, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 56, loss@min: 1.171407, loss@max: 1.527514, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 57, loss@min: 1.240640, loss@max: 1.549538, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 58, loss@min: 1.238616, loss@max: 1.536319, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 59, loss@min: 1.287355, loss@max: 1.563411, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 60, loss@min: 1.155557, loss@max: 1.512163, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 61, loss@min: 1.159702, loss@max: 1.512400, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 62, loss@min: 1.173448, loss@max: 1.516353, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 63, loss@min: 1.181060, loss@max: 1.519668, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 64, loss@min: 1.229009, loss@max: 1.529243, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 65, loss@min: 1.155823, loss@max: 1.510554, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 66, loss@min: 1.186890, loss@max: 1.515591, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 67, loss@min: 1.151655, loss@max: 1.499610, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 68, loss@min: 1.176241, loss@max: 1.518837, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 69, loss@min: 1.118992, loss@max: 1.483493, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 70, loss@min: 1.128002, loss@max: 1.497858, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 71, loss@min: 1.113429, loss@max: 1.478489, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 72, loss@min: 1.092342, loss@max: 1.478482, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 73, loss@min: 1.113084, loss@max: 1.478338, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 74, loss@min: 1.164632, loss@max: 1.502218, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 75, loss@min: 1.113573, loss@max: 1.470091, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 76, loss@min: 1.100795, loss@max: 1.479324, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 77, loss@min: 1.134777, loss@max: 1.496605, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 78, loss@min: 1.169270, loss@max: 1.512177, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 79, loss@min: 1.089582, loss@max: 1.474086, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 80, loss@min: 1.116042, loss@max: 1.490350, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 80, LS: 0.509846, LT: 0.505516, Top1S: 83.802467, Top1T: 83.876541Best acc: 83.876541 Train:epoch: 81, loss@min: 1.098470, loss@max: 1.488423, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 81, LS: 0.509133, LT: 0.505015, Top1S: 83.839508, Top1T: 83.864197 Train:epoch: 82, loss@min: 1.063026, loss@max: 1.460697, Top1S acc: 100.000000, Top1T acc: 98.750000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 70} ------------------------------------------- Fri Jan 19 10:11:12 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.493743, loss@max: 1.626029, Top1S acc: 100.000000, Top1T acc: 43.750000 Train:epoch: 2, loss@min: 4.230370, loss@max: 1.730643, Top1S acc: 100.000000, Top1T acc: 44.375000 Train:epoch: 3, loss@min: 3.888419, loss@max: 1.809969, Top1S acc: 100.000000, Top1T acc: 49.375000 Train:epoch: 4, loss@min: 3.451608, loss@max: 1.837971, Top1S acc: 100.000000, Top1T acc: 56.250000 Train:epoch: 5, loss@min: 3.114702, loss@max: 1.881800, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 6, loss@min: 2.785199, loss@max: 1.894857, Top1S acc: 100.000000, Top1T acc: 66.250000 Train:epoch: 7, loss@min: 2.812347, loss@max: 1.969840, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 8, loss@min: 2.447257, loss@max: 1.917158, Top1S acc: 100.000000, Top1T acc: 73.750000 Train:epoch: 9, loss@min: 2.387443, loss@max: 1.920156, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 10, loss@min: 2.290835, loss@max: 1.894527, Top1S acc: 100.000000, Top1T acc: 75.625000 Train:epoch: 11, loss@min: 2.346377, loss@max: 1.907716, Top1S acc: 100.000000, Top1T acc: 73.125000 Train:epoch: 12, loss@min: 2.193209, loss@max: 1.845542, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 13, loss@min: 2.133483, loss@max: 1.805166, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 2.122708, loss@max: 1.773093, Top1S acc: 100.000000, Top1T acc: 78.750000 Train:epoch: 15, loss@min: 2.017399, loss@max: 1.722923, Top1S acc: 100.000000, Top1T acc: 80.625000 Train:epoch: 16, loss@min: 1.949500, loss@max: 1.690353, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 17, loss@min: 2.015346, loss@max: 1.680658, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 18, loss@min: 1.913534, loss@max: 1.641067, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 19, loss@min: 1.832651, loss@max: 1.612045, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 20, loss@min: 1.749132, loss@max: 1.595873, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 21, loss@min: 1.817189, loss@max: 1.613659, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 22, loss@min: 1.707121, loss@max: 1.597120, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 23, loss@min: 1.691264, loss@max: 1.595060, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 24, loss@min: 1.621491, loss@max: 1.605185, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 25, loss@min: 1.618737, loss@max: 1.611533, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 26, loss@min: 1.634593, loss@max: 1.636445, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 27, loss@min: 1.508818, loss@max: 1.591041, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 28, loss@min: 1.502445, loss@max: 1.609106, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 29, loss@min: 1.537623, loss@max: 1.632128, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 30, loss@min: 1.608103, loss@max: 1.664815, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 31, loss@min: 1.491590, loss@max: 1.625534, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 32, loss@min: 1.438503, loss@max: 1.622921, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 33, loss@min: 1.376492, loss@max: 1.607385, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 34, loss@min: 1.405781, loss@max: 1.605686, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 35, loss@min: 1.352223, loss@max: 1.598894, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 36, loss@min: 1.372300, loss@max: 1.606490, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 37, loss@min: 1.368937, loss@max: 1.594753, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 38, loss@min: 1.418303, loss@max: 1.618420, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 39, loss@min: 1.406706, loss@max: 1.610681, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 40, loss@min: 1.280812, loss@max: 1.562531, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 41, loss@min: 1.300541, loss@max: 1.548762, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 42, loss@min: 1.415904, loss@max: 1.585623, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 43, loss@min: 1.325634, loss@max: 1.549617, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 44, loss@min: 1.420390, loss@max: 1.575321, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 45, loss@min: 1.400505, loss@max: 1.577143, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 46, loss@min: 1.386674, loss@max: 1.572020, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 47, loss@min: 1.249855, loss@max: 1.534542, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 48, loss@min: 1.305342, loss@max: 1.561034, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 49, loss@min: 1.308022, loss@max: 1.550676, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 50, loss@min: 1.269679, loss@max: 1.553109, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 51, loss@min: 1.328191, loss@max: 1.582181, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 52, loss@min: 1.320716, loss@max: 1.559687, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 53, loss@min: 1.250291, loss@max: 1.551901, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 54, loss@min: 1.264200, loss@max: 1.549436, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 55, loss@min: 1.251661, loss@max: 1.538537, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 56, loss@min: 1.174355, loss@max: 1.527740, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 57, loss@min: 1.243507, loss@max: 1.549973, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 58, loss@min: 1.240837, loss@max: 1.536322, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 59, loss@min: 1.292263, loss@max: 1.564148, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 60, loss@min: 1.158225, loss@max: 1.512200, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 61, loss@min: 1.161889, loss@max: 1.512061, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 62, loss@min: 1.175861, loss@max: 1.516613, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 63, loss@min: 1.183471, loss@max: 1.520098, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 64, loss@min: 1.235102, loss@max: 1.530310, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 65, loss@min: 1.158375, loss@max: 1.511431, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 66, loss@min: 1.187862, loss@max: 1.515942, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 67, loss@min: 1.154840, loss@max: 1.500356, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 68, loss@min: 1.176958, loss@max: 1.518829, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 69, loss@min: 1.120956, loss@max: 1.483946, Top1S acc: 100.000000, Top1T acc: 98.125000 Train:epoch: 70, loss@min: 1.127750, loss@max: 1.497991, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 70, LS: 0.506499, LT: 0.502019, Top1S: 83.691360, Top1T: 83.814812Best acc: 83.814812 Train:epoch: 71, loss@min: 1.199965, loss@max: 1.522358, Top1S acc: 100.000000, Top1T acc: 95.625000 Test:epoch: 71, LS: 0.506763, LT: 0.502143, Top1S: 83.765434, Top1T: 83.777779 Train:epoch: 72, loss@min: 1.192631, loss@max: 1.514937, Top1S acc: 100.000000, Top1T acc: 96.250000 Test:epoch: 72, LS: 0.506332, LT: 0.501690, Top1S: 83.827164, Top1T: 83.827164Best acc: 83.827164 Train:epoch: 73, loss@min: 1.156247, loss@max: 1.511136, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 73, LS: 0.507473, LT: 0.502988, Top1S: 83.913582, Top1T: 83.839508Best acc: 83.913582 Train:epoch: 74, loss@min: 1.124658, loss@max: 1.490217, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 74, LS: 0.508843, LT: 0.504750, Top1S: 84.000000, Top1T: 83.950615Best acc: 84.000000 Train:epoch: 75, loss@min: 1.156010, loss@max: 1.485325, Top1S acc: 100.000000, Top1T acc: 95.625000 Test:epoch: 75, LS: 0.511157, LT: 0.507548, Top1S: 84.000000, Top1T: 83.925926 Train:epoch: 76, loss@min: 1.148731, loss@max: 1.499663, Top1S acc: 100.000000, Top1T acc: 96.250000 Test:epoch: 76, LS: 0.513462, LT: 0.510205, Top1S: 83.901237, Top1T: 83.913582 Train:epoch: 77, loss@min: 1.164058, loss@max: 1.505816, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 77, LS: 0.514859, LT: 0.511883, Top1S: 83.913582, Top1T: 83.827164 Train:epoch: 78, loss@min: 1.084168, loss@max: 1.480733, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 78, LS: 0.517141, LT: 0.514222, Top1S: 83.839508, Top1T: 83.827164 Train:epoch: 79, loss@min: 1.102059, loss@max: 1.477267, Top1S acc: 100.000000, Top1T acc: 98.125000 Test:epoch: 79, LS: 0.518472, LT: 0.515527, Top1S: 83.814812, Top1T: 83.716049 Train:epoch: 80, loss@min: 1.137692, loss@max: 1.498701, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 80, LS: 0.519403, LT: 0.516394, Top1S: 83.765434, Top1T: 83.666664 Train:epoch: 81, loss@min: 1.137942, loss@max: 1.490310, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 81, LS: 0.519965, LT: 0.516559, Top1S: 83.740738, Top1T: 83.691360 Train:epoch: 82, loss@min: 1.112418, loss@max: 1.472106, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 82, LS: 0.519659, LT: 0.516133, Top1S: 83.814812, Top1T: 83.728394 Train:epoch: 83, loss@min: 1.143679, loss@max: 1.493725, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 83, LS: 0.518946, LT: 0.515325, Top1S: 83.814812, Top1T: 83.851852 Train:epoch: 84, loss@min: 1.112401, loss@max: 1.474980, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 84, LS: 0.517643, LT: 0.514087, Top1S: 83.864197, Top1T: 83.913582 Train:epoch: 85, loss@min: 1.078186, loss@max: 1.470303, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 85, LS: 0.516304, LT: 0.512891, Top1S: 83.938271, Top1T: 83.925926 Train:epoch: 86, loss@min: 1.151893, loss@max: 1.485202, Top1S acc: 100.000000, Top1T acc: 96.250000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 10:38:12 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.538259, loss@max: 1.646335, Top1S acc: 100.000000, Top1T acc: 38.750000 Train:epoch: 2, loss@min: 4.242124, loss@max: 1.745021, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 3, loss@min: 3.429842, loss@max: 1.710759, Top1S acc: 100.000000, Top1T acc: 48.750000 Train:epoch: 4, loss@min: 3.301343, loss@max: 1.809972, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 5, loss@min: 2.934340, loss@max: 1.842411, Top1S acc: 100.000000, Top1T acc: 62.500000 Train:epoch: 6, loss@min: 2.597363, loss@max: 1.866329, Top1S acc: 100.000000, Top1T acc: 73.750000 Train:epoch: 7, loss@min: 2.490781, loss@max: 1.902566, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 8, loss@min: 2.306442, loss@max: 1.905333, Top1S acc: 100.000000, Top1T acc: 76.250000 Train:epoch: 9, loss@min: 1.953045, loss@max: 1.813838, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 10, loss@min: 2.054692, loss@max: 1.845748, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 11, loss@min: 1.926665, loss@max: 1.794257, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 1.948923, loss@max: 1.781809, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 13, loss@min: 1.813734, loss@max: 1.703360, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 14, loss@min: 1.839896, loss@max: 1.678305, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 1.664819, loss@max: 1.607350, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 16, loss@min: 1.781640, loss@max: 1.614969, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 17, loss@min: 1.700451, loss@max: 1.588185, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 18, loss@min: 1.708117, loss@max: 1.575037, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 19, loss@min: 1.554981, loss@max: 1.536088, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 20, loss@min: 1.619218, loss@max: 1.544021, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 21, loss@min: 1.565213, loss@max: 1.541767, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 22, loss@min: 1.474948, loss@max: 1.513454, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.448617, loss@max: 1.515591, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 24, loss@min: 1.473589, loss@max: 1.532254, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 25, loss@min: 1.323462, loss@max: 1.500826, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 26, loss@min: 1.455936, loss@max: 1.559254, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 27, loss@min: 1.314645, loss@max: 1.526893, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 28, loss@min: 1.306192, loss@max: 1.520244, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 29, loss@min: 1.233122, loss@max: 1.512926, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 30, loss@min: 1.245754, loss@max: 1.523097, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 31, loss@min: 1.265090, loss@max: 1.557038, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 32, loss@min: 1.204688, loss@max: 1.532691, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 33, loss@min: 1.228297, loss@max: 1.547478, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 34, loss@min: 1.115155, loss@max: 1.503693, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 35, loss@min: 1.225265, loss@max: 1.548380, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 36, loss@min: 1.214891, loss@max: 1.543340, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 37, loss@min: 1.171525, loss@max: 1.529543, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 38, loss@min: 1.147534, loss@max: 1.503982, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 39, loss@min: 1.120564, loss@max: 1.487159, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 40, loss@min: 1.207870, loss@max: 1.502502, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 41, loss@min: 1.138630, loss@max: 1.481618, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 42, loss@min: 1.164721, loss@max: 1.472506, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 43, loss@min: 1.153720, loss@max: 1.463378, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 44, loss@min: 1.120209, loss@max: 1.453580, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 45, loss@min: 1.093977, loss@max: 1.441661, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 46, loss@min: 1.096712, loss@max: 1.439446, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 47, loss@min: 1.101977, loss@max: 1.465373, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 48, loss@min: 1.120814, loss@max: 1.469641, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 49, loss@min: 1.088686, loss@max: 1.448243, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 50, loss@min: 1.089427, loss@max: 1.469870, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 51, loss@min: 1.120906, loss@max: 1.486691, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 52, loss@min: 1.045008, loss@max: 1.450753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.063785, loss@max: 1.463068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.064797, loss@max: 1.461666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.051787, loss@max: 1.438743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.064684, loss@max: 1.462974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.029917, loss@max: 1.436773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.041586, loss@max: 1.455487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.043190, loss@max: 1.442401, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 60, loss@min: 1.066066, loss@max: 1.465718, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 60, LS: 0.591063, LT: 0.591410, Top1S: 82.580246, Top1T: 82.530861Best acc: 82.580246 Train:epoch: 61, loss@min: 1.028925, loss@max: 1.444016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.579306, LT: 0.579460, Top1S: 82.827164, Top1T: 82.814812Best acc: 82.827164 Train:epoch: 62, loss@min: 1.062932, loss@max: 1.453640, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 62, LS: 0.567908, LT: 0.567948, Top1S: 83.111115, Top1T: 83.086418Best acc: 83.111115 Train:epoch: 63, loss@min: 1.055878, loss@max: 1.430939, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 63, LS: 0.554951, LT: 0.555035, Top1S: 83.456787, Top1T: 83.320984Best acc: 83.456787 Train:epoch: 64, loss@min: 1.070343, loss@max: 1.453941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.543013, LT: 0.543652, Top1S: 83.629631, Top1T: 83.592590Best acc: 83.629631 Train:epoch: 65, loss@min: 1.064405, loss@max: 1.449409, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 65, LS: 0.534656, LT: 0.535757, Top1S: 83.913582, Top1T: 83.814812Best acc: 83.913582 Train:epoch: 66, loss@min: 1.061198, loss@max: 1.450155, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 66, LS: 0.531529, LT: 0.532898, Top1S: 84.111115, Top1T: 83.901237Best acc: 84.111115 Train:epoch: 67, loss@min: 1.045903, loss@max: 1.439835, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 67, LS: 0.533593, LT: 0.534983, Top1S: 83.864197, Top1T: 83.901237 Train:epoch: 68, loss@min: 0.999011, loss@max: 1.402089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.535643, LT: 0.537121, Top1S: 83.703705, Top1T: 83.740738 Train:epoch: 69, loss@min: 1.019070, loss@max: 1.419621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.537631, LT: 0.539055, Top1S: 83.604935, Top1T: 83.703705 Train:epoch: 70, loss@min: 1.083569, loss@max: 1.449172, Top1S acc: 100.000000, Top1T acc: 98.750000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 10:54:30 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.539074, loss@max: 1.646492, Top1S acc: 100.000000, Top1T acc: 38.750000 Train:epoch: 2, loss@min: 4.242423, loss@max: 1.744953, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 3, loss@min: 3.428956, loss@max: 1.710293, Top1S acc: 100.000000, Top1T acc: 48.750000 Train:epoch: 4, loss@min: 3.299437, loss@max: 1.809162, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 5, loss@min: 2.930503, loss@max: 1.841181, Top1S acc: 100.000000, Top1T acc: 62.500000 Train:epoch: 6, loss@min: 2.594010, loss@max: 1.865217, Top1S acc: 100.000000, Top1T acc: 73.750000 Train:epoch: 7, loss@min: 2.485764, loss@max: 1.901107, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 8, loss@min: 2.303200, loss@max: 1.904492, Top1S acc: 100.000000, Top1T acc: 76.250000 Train:epoch: 9, loss@min: 1.949816, loss@max: 1.812854, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 10, loss@min: 2.052425, loss@max: 1.845358, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 11, loss@min: 1.922396, loss@max: 1.793440, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 1.943597, loss@max: 1.780652, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 13, loss@min: 1.809520, loss@max: 1.702350, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 14, loss@min: 1.835245, loss@max: 1.677183, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 1.660691, loss@max: 1.606331, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 16, loss@min: 1.775409, loss@max: 1.613334, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 17, loss@min: 1.695517, loss@max: 1.586927, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 18, loss@min: 1.703766, loss@max: 1.574156, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 19, loss@min: 1.552495, loss@max: 1.535539, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 20, loss@min: 1.613768, loss@max: 1.542966, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 21, loss@min: 1.562381, loss@max: 1.541211, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 22, loss@min: 1.470963, loss@max: 1.512748, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.445897, loss@max: 1.515125, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 24, loss@min: 1.471388, loss@max: 1.531533, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 25, loss@min: 1.322347, loss@max: 1.500010, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 26, loss@min: 1.451036, loss@max: 1.557720, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 27, loss@min: 1.312863, loss@max: 1.525682, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 28, loss@min: 1.303056, loss@max: 1.519144, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 29, loss@min: 1.232448, loss@max: 1.512418, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 30, loss@min: 1.243768, loss@max: 1.522358, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 31, loss@min: 1.263937, loss@max: 1.556755, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 32, loss@min: 1.203457, loss@max: 1.532911, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 33, loss@min: 1.223730, loss@max: 1.547139, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 34, loss@min: 1.112250, loss@max: 1.503870, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 35, loss@min: 1.222234, loss@max: 1.548598, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 36, loss@min: 1.211168, loss@max: 1.543513, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 37, loss@min: 1.169060, loss@max: 1.529488, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 38, loss@min: 1.144281, loss@max: 1.503641, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 39, loss@min: 1.118650, loss@max: 1.486710, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 40, loss@min: 1.205458, loss@max: 1.501938, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 41, loss@min: 1.138036, loss@max: 1.481593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 1.160967, loss@max: 1.471969, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 43, loss@min: 1.152215, loss@max: 1.463757, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 44, loss@min: 1.118781, loss@max: 1.454034, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 45, loss@min: 1.093325, loss@max: 1.442943, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 46, loss@min: 1.096896, loss@max: 1.440704, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 47, loss@min: 1.102479, loss@max: 1.467307, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 48, loss@min: 1.121918, loss@max: 1.471077, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 49, loss@min: 1.086260, loss@max: 1.448438, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 50, loss@min: 1.087530, loss@max: 1.469436, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 51, loss@min: 1.119114, loss@max: 1.485577, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 52, loss@min: 1.044508, loss@max: 1.449730, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.062486, loss@max: 1.461660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.063581, loss@max: 1.460865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.049892, loss@max: 1.438425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.065114, loss@max: 1.463341, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.029685, loss@max: 1.437144, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.040928, loss@max: 1.455410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.042023, loss@max: 1.442635, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 60, loss@min: 1.064144, loss@max: 1.465679, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 60, LS: 0.588692, LT: 0.589001, Top1S: 82.506172, Top1T: 82.481483Best acc: 82.506172 Train:epoch: 61, loss@min: 1.028491, loss@max: 1.444862, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.576982, LT: 0.576864, Top1S: 82.839508, Top1T: 82.876541Best acc: 82.876541 Train:epoch: 62, loss@min: 1.061003, loss@max: 1.453354, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.565847, LT: 0.565485, Top1S: 83.148148, Top1T: 83.074074Best acc: 83.148148 Train:epoch: 63, loss@min: 1.053055, loss@max: 1.431114, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 63, LS: 0.553070, LT: 0.552702, Top1S: 83.419754, Top1T: 83.333336Best acc: 83.419754 Train:epoch: 64, loss@min: 1.067103, loss@max: 1.453482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.541482, LT: 0.541655, Top1S: 83.629631, Top1T: 83.543213Best acc: 83.629631 Train:epoch: 65, loss@min: 1.063142, loss@max: 1.448960, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 65, LS: 0.533464, LT: 0.534096, Top1S: 83.888885, Top1T: 83.814812Best acc: 83.888885 Train:epoch: 66, loss@min: 1.059902, loss@max: 1.449445, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.530596, LT: 0.531537, Top1S: 83.938271, Top1T: 83.962959Best acc: 83.962959 Train:epoch: 67, loss@min: 1.047519, loss@max: 1.440054, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 67, LS: 0.533041, LT: 0.534075, Top1S: 83.876541, Top1T: 83.851852 Train:epoch: 68, loss@min: 0.998683, loss@max: 1.402232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.535436, LT: 0.536628, Top1S: 83.679008, Top1T: 83.765434 Train:epoch: 69, loss@min: 1.017914, loss@max: 1.418835, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 11:09:42 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.537796, loss@max: 1.646263, Top1S acc: 100.000000, Top1T acc: 38.750000 Train:epoch: 2, loss@min: 4.242187, loss@max: 1.745154, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 3, loss@min: 3.431051, loss@max: 1.711256, Top1S acc: 100.000000, Top1T acc: 48.750000 Train:epoch: 4, loss@min: 3.303744, loss@max: 1.810861, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 5, loss@min: 2.938500, loss@max: 1.843696, Top1S acc: 100.000000, Top1T acc: 62.500000 Train:epoch: 6, loss@min: 2.601105, loss@max: 1.867520, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 7, loss@min: 2.496023, loss@max: 1.904096, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 8, loss@min: 2.309808, loss@max: 1.906258, Top1S acc: 100.000000, Top1T acc: 76.250000 Train:epoch: 9, loss@min: 1.956361, loss@max: 1.814903, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 10, loss@min: 2.057075, loss@max: 1.846277, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 11, loss@min: 1.930835, loss@max: 1.795133, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 1.954119, loss@max: 1.783008, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 13, loss@min: 1.817745, loss@max: 1.704360, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 14, loss@min: 1.844362, loss@max: 1.679432, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 1.668781, loss@max: 1.608354, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 16, loss@min: 1.787607, loss@max: 1.616558, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 17, loss@min: 1.705167, loss@max: 1.589425, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 18, loss@min: 1.712246, loss@max: 1.575884, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 19, loss@min: 1.557268, loss@max: 1.536591, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 20, loss@min: 1.624329, loss@max: 1.544975, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 21, loss@min: 1.567925, loss@max: 1.542280, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 22, loss@min: 1.478665, loss@max: 1.514087, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.451383, loss@max: 1.516025, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 24, loss@min: 1.475670, loss@max: 1.532860, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 25, loss@min: 1.324633, loss@max: 1.501568, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 26, loss@min: 1.460972, loss@max: 1.560700, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 27, loss@min: 1.316629, loss@max: 1.528010, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 28, loss@min: 1.309233, loss@max: 1.521242, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 29, loss@min: 1.233903, loss@max: 1.513368, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 30, loss@min: 1.247799, loss@max: 1.523771, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 31, loss@min: 1.266400, loss@max: 1.557301, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 32, loss@min: 1.205944, loss@max: 1.532494, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 33, loss@min: 1.232925, loss@max: 1.547858, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 34, loss@min: 1.118093, loss@max: 1.503538, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 35, loss@min: 1.228419, loss@max: 1.548243, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 36, loss@min: 1.218761, loss@max: 1.543273, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 37, loss@min: 1.174105, loss@max: 1.529665, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 38, loss@min: 1.150997, loss@max: 1.504475, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 39, loss@min: 1.122897, loss@max: 1.487783, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 40, loss@min: 1.210456, loss@max: 1.503256, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 41, loss@min: 1.139438, loss@max: 1.481908, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 42, loss@min: 1.168527, loss@max: 1.473348, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 43, loss@min: 1.155313, loss@max: 1.463367, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 44, loss@min: 1.122004, loss@max: 1.453584, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 45, loss@min: 1.094798, loss@max: 1.440774, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 46, loss@min: 1.096656, loss@max: 1.438523, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 47, loss@min: 1.102000, loss@max: 1.463962, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 48, loss@min: 1.120039, loss@max: 1.468470, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 49, loss@min: 1.091194, loss@max: 1.448142, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 50, loss@min: 1.091099, loss@max: 1.470199, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 51, loss@min: 1.122250, loss@max: 1.487550, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 52, loss@min: 1.045587, loss@max: 1.451670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.064979, loss@max: 1.464509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.065322, loss@max: 1.462377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.052662, loss@max: 1.438998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.064061, loss@max: 1.462988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.029393, loss@max: 1.436585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.041592, loss@max: 1.455617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.044294, loss@max: 1.442362, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 60, loss@min: 1.067998, loss@max: 1.465838, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 60, LS: 0.592553, LT: 0.592856, Top1S: 82.654320, Top1T: 82.567902Best acc: 82.654320 Train:epoch: 61, loss@min: 1.029225, loss@max: 1.443032, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.580549, LT: 0.580901, Top1S: 82.790123, Top1T: 82.802467Best acc: 82.802467 Train:epoch: 62, loss@min: 1.064726, loss@max: 1.453637, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 62, LS: 0.568815, LT: 0.569213, Top1S: 83.123459, Top1T: 83.148148Best acc: 83.148148 Train:epoch: 63, loss@min: 1.058536, loss@max: 1.430504, Top1S acc: 100.000000, Top1T acc: 98.750000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 550} ------------------------------------------- Fri Jan 19 11:16:20 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.537796, loss@max: 1.646263, Top1S acc: 100.000000, Top1T acc: 38.750000 Train:epoch: 2, loss@min: 4.242187, loss@max: 1.745154, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 3, loss@min: 3.431051, loss@max: 1.711256, Top1S acc: 100.000000, Top1T acc: 48.750000 Train:epoch: 4, loss@min: 3.303744, loss@max: 1.810861, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 5, loss@min: 2.938500, loss@max: 1.843696, Top1S acc: 100.000000, Top1T acc: 62.500000 Train:epoch: 6, loss@min: 2.601105, loss@max: 1.867520, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 7, loss@min: 2.496023, loss@max: 1.904096, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 8, loss@min: 2.309808, loss@max: 1.906258, Top1S acc: 100.000000, Top1T acc: 76.250000 Train:epoch: 9, loss@min: 1.956361, loss@max: 1.814903, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 10, loss@min: 2.057075, loss@max: 1.846277, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 11, loss@min: 1.930835, loss@max: 1.795133, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 1.954119, loss@max: 1.783008, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 13, loss@min: 1.817745, loss@max: 1.704360, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 14, loss@min: 1.844362, loss@max: 1.679432, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 1.668781, loss@max: 1.608354, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 16, loss@min: 1.787607, loss@max: 1.616558, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 17, loss@min: 1.705167, loss@max: 1.589425, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 18, loss@min: 1.712246, loss@max: 1.575884, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 19, loss@min: 1.557268, loss@max: 1.536591, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 20, loss@min: 1.624329, loss@max: 1.544975, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 21, loss@min: 1.567925, loss@max: 1.542280, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 22, loss@min: 1.478665, loss@max: 1.514087, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.451383, loss@max: 1.516025, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 24, loss@min: 1.475670, loss@max: 1.532860, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 25, loss@min: 1.324633, loss@max: 1.501568, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 26, loss@min: 1.460972, loss@max: 1.560700, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 27, loss@min: 1.316629, loss@max: 1.528010, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 28, loss@min: 1.309233, loss@max: 1.521242, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 29, loss@min: 1.233903, loss@max: 1.513368, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 30, loss@min: 1.247799, loss@max: 1.523771, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 31, loss@min: 1.266400, loss@max: 1.557301, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 32, loss@min: 1.205944, loss@max: 1.532494, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 33, loss@min: 1.232925, loss@max: 1.547858, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 34, loss@min: 1.118093, loss@max: 1.503538, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 35, loss@min: 1.228419, loss@max: 1.548243, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 36, loss@min: 1.218761, loss@max: 1.543273, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 37, loss@min: 1.174105, loss@max: 1.529665, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 38, loss@min: 1.150997, loss@max: 1.504475, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 39, loss@min: 1.122897, loss@max: 1.487783, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 40, loss@min: 1.210456, loss@max: 1.503256, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 41, loss@min: 1.139438, loss@max: 1.481908, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 42, loss@min: 1.168527, loss@max: 1.473348, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 43, loss@min: 1.155313, loss@max: 1.463367, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 44, loss@min: 1.122004, loss@max: 1.453584, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 45, loss@min: 1.094798, loss@max: 1.440774, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 46, loss@min: 1.096656, loss@max: 1.438523, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 47, loss@min: 1.102000, loss@max: 1.463962, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 48, loss@min: 1.120039, loss@max: 1.468470, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 49, loss@min: 1.091194, loss@max: 1.448142, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 50, loss@min: 1.091099, loss@max: 1.470199, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 51, loss@min: 1.122250, loss@max: 1.487550, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 52, loss@min: 1.045587, loss@max: 1.451670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.064979, loss@max: 1.464509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.065322, loss@max: 1.462377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.052662, loss@max: 1.438998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.064061, loss@max: 1.462988, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.029393, loss@max: 1.436585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.041592, loss@max: 1.455617, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.044294, loss@max: 1.442362, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 60, loss@min: 1.067998, loss@max: 1.465838, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 61, loss@min: 1.077258, loss@max: 1.451866, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 62, loss@min: 1.072992, loss@max: 1.452311, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 63, loss@min: 1.077928, loss@max: 1.458461, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 64, loss@min: 1.058589, loss@max: 1.446463, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 65, loss@min: 1.035577, loss@max: 1.428885, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 1.073170, loss@max: 1.444457, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 67, loss@min: 0.996930, loss@max: 1.406644, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 1.029821, loss@max: 1.423578, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 69, loss@min: 1.012632, loss@max: 1.424906, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 1.039241, loss@max: 1.430262, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 71, loss@min: 1.002148, loss@max: 1.412804, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 1.044531, loss@max: 1.438526, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 73, loss@min: 1.024737, loss@max: 1.426922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 1.063195, loss@max: 1.442097, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 75, loss@min: 1.084341, loss@max: 1.456800, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 76, loss@min: 1.070158, loss@max: 1.444530, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 77, loss@min: 1.045036, loss@max: 1.442222, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 78, loss@min: 1.069300, loss@max: 1.432948, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 79, loss@min: 0.990500, loss@max: 1.408296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 1.009096, loss@max: 1.422995, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 1.048406, loss@max: 1.439322, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 82, loss@min: 1.033759, loss@max: 1.433266, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 83, loss@min: 1.018421, loss@max: 1.437102, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 84, loss@min: 0.981866, loss@max: 1.411619, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.993890, loss@max: 1.414696, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.998539, loss@max: 1.407823, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 1.057903, loss@max: 1.437906, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 88, loss@min: 0.986645, loss@max: 1.401134, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.983456, loss@max: 1.397760, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 1.052435, loss@max: 1.430219, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 91, loss@min: 1.003454, loss@max: 1.408012, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 55} ------------------------------------------- Fri Jan 19 11:19:00 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.537796, loss@max: 1.646263, Top1S acc: 100.000000, Top1T acc: 38.750000 Train:epoch: 2, loss@min: 4.242187, loss@max: 1.745154, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 3, loss@min: 3.431051, loss@max: 1.711256, Top1S acc: 100.000000, Top1T acc: 48.750000 Train:epoch: 4, loss@min: 3.303744, loss@max: 1.810861, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 5, loss@min: 2.938500, loss@max: 1.843696, Top1S acc: 100.000000, Top1T acc: 62.500000 Train:epoch: 6, loss@min: 2.601105, loss@max: 1.867520, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 7, loss@min: 2.496023, loss@max: 1.904096, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 8, loss@min: 2.309808, loss@max: 1.906258, Top1S acc: 100.000000, Top1T acc: 76.250000 Train:epoch: 9, loss@min: 1.956361, loss@max: 1.814903, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 10, loss@min: 2.057075, loss@max: 1.846277, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 11, loss@min: 1.930835, loss@max: 1.795133, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 1.954119, loss@max: 1.783008, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 13, loss@min: 1.817745, loss@max: 1.704360, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 14, loss@min: 1.844362, loss@max: 1.679432, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 1.668781, loss@max: 1.608354, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 16, loss@min: 1.787607, loss@max: 1.616558, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 17, loss@min: 1.705167, loss@max: 1.589425, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 18, loss@min: 1.712246, loss@max: 1.575884, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 19, loss@min: 1.557268, loss@max: 1.536591, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 20, loss@min: 1.624329, loss@max: 1.544975, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 21, loss@min: 1.567925, loss@max: 1.542280, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 22, loss@min: 1.478665, loss@max: 1.514087, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.451383, loss@max: 1.516025, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 24, loss@min: 1.475670, loss@max: 1.532860, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 25, loss@min: 1.324633, loss@max: 1.501568, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 26, loss@min: 1.460972, loss@max: 1.560700, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 27, loss@min: 1.316629, loss@max: 1.528010, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 28, loss@min: 1.309233, loss@max: 1.521242, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 29, loss@min: 1.233903, loss@max: 1.513368, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 30, loss@min: 1.247799, loss@max: 1.523771, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 31, loss@min: 1.266400, loss@max: 1.557301, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 32, loss@min: 1.205944, loss@max: 1.532494, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 33, loss@min: 1.232925, loss@max: 1.547858, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 34, loss@min: 1.118093, loss@max: 1.503538, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 35, loss@min: 1.228419, loss@max: 1.548243, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 36, loss@min: 1.218761, loss@max: 1.543273, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 37, loss@min: 1.174105, loss@max: 1.529665, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 38, loss@min: 1.150997, loss@max: 1.504475, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 39, loss@min: 1.122897, loss@max: 1.487783, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 40, loss@min: 1.210456, loss@max: 1.503256, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 41, loss@min: 1.139438, loss@max: 1.481908, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 42, loss@min: 1.168527, loss@max: 1.473348, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 43, loss@min: 1.155313, loss@max: 1.463367, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 44, loss@min: 1.122004, loss@max: 1.453584, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 45, loss@min: 1.094798, loss@max: 1.440774, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 46, loss@min: 1.096656, loss@max: 1.438523, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 47, loss@min: 1.102000, loss@max: 1.463962, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 48, loss@min: 1.120039, loss@max: 1.468470, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 49, loss@min: 1.091194, loss@max: 1.448142, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 50, loss@min: 1.091099, loss@max: 1.470199, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 51, loss@min: 1.122250, loss@max: 1.487550, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 52, loss@min: 1.045587, loss@max: 1.451670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.064979, loss@max: 1.464509, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.065322, loss@max: 1.462377, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.052662, loss@max: 1.438998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.566319, LT: 0.565387, Top1S: 82.753090, Top1T: 82.740738Best acc: 82.753090 Train:epoch: 56, loss@min: 1.034894, loss@max: 1.440485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.578907, LT: 0.578505, Top1S: 82.518517, Top1T: 82.543213 Train:epoch: 57, loss@min: 1.164513, loss@max: 1.499476, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 57, LS: 0.590921, LT: 0.591271, Top1S: 82.395065, Top1T: 82.444443 Train:epoch: 58, loss@min: 1.055080, loss@max: 1.451818, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 58, LS: 0.599561, LT: 0.600664, Top1S: 82.283951, Top1T: 82.259262 Train:epoch: 59, loss@min: 1.048014, loss@max: 1.457554, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 59, LS: 0.599050, LT: 0.600648, Top1S: 82.444443, Top1T: 82.234566 Train:epoch: 60, loss@min: 1.044758, loss@max: 1.459391, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 11:29:10 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.538259, loss@max: 1.646335, Top1S acc: 100.000000, Top1T acc: 38.750000 Train:epoch: 2, loss@min: 4.242124, loss@max: 1.745021, Top1S acc: 100.000000, Top1T acc: 51.250000 Train:epoch: 3, loss@min: 3.429842, loss@max: 1.710759, Top1S acc: 100.000000, Top1T acc: 48.750000 Train:epoch: 4, loss@min: 3.301343, loss@max: 1.809972, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 5, loss@min: 2.934340, loss@max: 1.842411, Top1S acc: 100.000000, Top1T acc: 62.500000 Train:epoch: 6, loss@min: 2.597363, loss@max: 1.866329, Top1S acc: 100.000000, Top1T acc: 73.750000 Train:epoch: 7, loss@min: 2.490781, loss@max: 1.902566, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 8, loss@min: 2.306442, loss@max: 1.905333, Top1S acc: 100.000000, Top1T acc: 76.250000 Train:epoch: 9, loss@min: 1.953045, loss@max: 1.813838, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 10, loss@min: 2.054692, loss@max: 1.845748, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 11, loss@min: 1.926665, loss@max: 1.794257, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 12, loss@min: 1.948923, loss@max: 1.781809, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 13, loss@min: 1.813734, loss@max: 1.703360, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 14, loss@min: 1.839896, loss@max: 1.678305, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 15, loss@min: 1.664819, loss@max: 1.607350, Top1S acc: 100.000000, Top1T acc: 86.250000 Train:epoch: 16, loss@min: 1.781640, loss@max: 1.614969, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 17, loss@min: 1.700451, loss@max: 1.588185, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 18, loss@min: 1.708117, loss@max: 1.575037, Top1S acc: 100.000000, Top1T acc: 88.750000 Train:epoch: 19, loss@min: 1.554981, loss@max: 1.536088, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 20, loss@min: 1.619218, loss@max: 1.544021, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 21, loss@min: 1.565213, loss@max: 1.541767, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 22, loss@min: 1.474948, loss@max: 1.513454, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.448617, loss@max: 1.515591, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 24, loss@min: 1.473589, loss@max: 1.532254, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 25, loss@min: 1.323462, loss@max: 1.500826, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 26, loss@min: 1.455936, loss@max: 1.559254, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 27, loss@min: 1.314645, loss@max: 1.526893, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 28, loss@min: 1.306192, loss@max: 1.520244, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 29, loss@min: 1.233122, loss@max: 1.512926, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 30, loss@min: 1.245754, loss@max: 1.523097, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 31, loss@min: 1.265090, loss@max: 1.557038, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 32, loss@min: 1.204688, loss@max: 1.532691, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 33, loss@min: 1.228297, loss@max: 1.547478, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 34, loss@min: 1.115155, loss@max: 1.503693, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 35, loss@min: 1.225265, loss@max: 1.548380, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 36, loss@min: 1.214891, loss@max: 1.543340, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 37, loss@min: 1.171525, loss@max: 1.529543, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 38, loss@min: 1.147534, loss@max: 1.503982, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 39, loss@min: 1.120564, loss@max: 1.487159, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 40, loss@min: 1.207870, loss@max: 1.502502, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 41, loss@min: 1.138630, loss@max: 1.481618, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 42, loss@min: 1.164721, loss@max: 1.472506, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 43, loss@min: 1.153720, loss@max: 1.463378, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 44, loss@min: 1.120209, loss@max: 1.453580, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 45, loss@min: 1.093977, loss@max: 1.441661, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 46, loss@min: 1.096712, loss@max: 1.439446, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 47, loss@min: 1.101977, loss@max: 1.465373, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 48, loss@min: 1.120814, loss@max: 1.469641, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 49, loss@min: 1.088686, loss@max: 1.448243, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 50, loss@min: 1.089427, loss@max: 1.469870, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 51, loss@min: 1.120906, loss@max: 1.486691, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 52, loss@min: 1.045008, loss@max: 1.450753, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 1.063785, loss@max: 1.463068, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 1.064797, loss@max: 1.461666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 1.051787, loss@max: 1.438743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 1.064684, loss@max: 1.462974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 1.029917, loss@max: 1.436773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 1.041586, loss@max: 1.455487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 1.043190, loss@max: 1.442401, Top1S acc: 100.000000, Top1T acc: 98.750000 Train:epoch: 60, loss@min: 1.066066, loss@max: 1.465718, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 60, LS: 0.591063, LT: 0.591410, Top1S: 82.580246, Top1T: 82.530861Best acc: 82.580246 Train:epoch: 61, loss@min: 1.028925, loss@max: 1.444016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.579306, LT: 0.579460, Top1S: 82.827164, Top1T: 82.814812Best acc: 82.827164 Train:epoch: 62, loss@min: 1.062932, loss@max: 1.453640, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 62, LS: 0.567908, LT: 0.567948, Top1S: 83.111115, Top1T: 83.086418Best acc: 83.111115 Train:epoch: 63, loss@min: 1.055878, loss@max: 1.430939, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 63, LS: 0.554951, LT: 0.555035, Top1S: 83.456787, Top1T: 83.320984Best acc: 83.456787 Train:epoch: 64, loss@min: 1.070343, loss@max: 1.453941, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.543013, LT: 0.543652, Top1S: 83.629631, Top1T: 83.592590Best acc: 83.629631 Train:epoch: 65, loss@min: 1.064405, loss@max: 1.449409, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 65, LS: 0.534656, LT: 0.535757, Top1S: 83.913582, Top1T: 83.814812Best acc: 83.913582 Train:epoch: 66, loss@min: 1.061198, loss@max: 1.450155, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 66, LS: 0.531529, LT: 0.532898, Top1S: 84.111115, Top1T: 83.901237Best acc: 84.111115 Train:epoch: 67, loss@min: 1.045903, loss@max: 1.439835, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 67, LS: 0.533593, LT: 0.534983, Top1S: 83.864197, Top1T: 83.901237 Train:epoch: 68, loss@min: 0.999011, loss@max: 1.402089, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.535643, LT: 0.537121, Top1S: 83.703705, Top1T: 83.740738 Train:epoch: 69, loss@min: 1.019070, loss@max: 1.419621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 0.537631, LT: 0.539055, Top1S: 83.604935, Top1T: 83.703705 Train:epoch: 70, loss@min: 1.083569, loss@max: 1.449172, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 70, LS: 0.537571, LT: 0.538534, Top1S: 83.691360, Top1T: 83.740738 Train:epoch: 71, loss@min: 1.026061, loss@max: 1.434699, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.538822, LT: 0.539207, Top1S: 83.691360, Top1T: 83.765434 Train:epoch: 72, loss@min: 1.027978, loss@max: 1.425100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.540647, LT: 0.540421, Top1S: 83.740738, Top1T: 83.679008 Train:epoch: 73, loss@min: 1.002953, loss@max: 1.420318, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.544620, LT: 0.543804, Top1S: 83.740738, Top1T: 83.691360 Train:epoch: 74, loss@min: 1.031001, loss@max: 1.444995, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.550337, LT: 0.548860, Top1S: 83.555557, Top1T: 83.629631 Train:epoch: 75, loss@min: 1.011789, loss@max: 1.431869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.556939, LT: 0.555164, Top1S: 83.333336, Top1T: 83.407410 Train:epoch: 76, loss@min: 1.049635, loss@max: 1.448363, Top1S acc: 100.000000, Top1T acc: 98.750000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 11:54:14 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.493348, loss@max: 1.625930, Top1S acc: 100.000000, Top1T acc: 43.750000 Train:epoch: 2, loss@min: 4.230625, loss@max: 1.730691, Top1S acc: 100.000000, Top1T acc: 44.375000 Train:epoch: 3, loss@min: 3.888165, loss@max: 1.809889, Top1S acc: 100.000000, Top1T acc: 49.375000 Train:epoch: 4, loss@min: 3.451844, loss@max: 1.838010, Top1S acc: 100.000000, Top1T acc: 56.250000 Train:epoch: 5, loss@min: 3.114461, loss@max: 1.881726, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 6, loss@min: 2.784841, loss@max: 1.894747, Top1S acc: 100.000000, Top1T acc: 66.250000 Train:epoch: 7, loss@min: 2.812394, loss@max: 1.969848, Top1S acc: 100.000000, Top1T acc: 71.875000 Train:epoch: 8, loss@min: 2.447231, loss@max: 1.917144, Top1S acc: 100.000000, Top1T acc: 73.750000 Train:epoch: 9, loss@min: 2.387648, loss@max: 1.920196, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 10, loss@min: 2.290726, loss@max: 1.894495, Top1S acc: 100.000000, Top1T acc: 75.625000 Train:epoch: 11, loss@min: 2.346352, loss@max: 1.907711, Top1S acc: 100.000000, Top1T acc: 73.125000 Train:epoch: 12, loss@min: 2.193049, loss@max: 1.845489, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 13, loss@min: 2.133681, loss@max: 1.805214, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 14, loss@min: 2.123007, loss@max: 1.773154, Top1S acc: 100.000000, Top1T acc: 78.750000 Train:epoch: 15, loss@min: 2.017398, loss@max: 1.722905, Top1S acc: 100.000000, Top1T acc: 80.625000 Train:epoch: 16, loss@min: 1.949742, loss@max: 1.690425, Top1S acc: 100.000000, Top1T acc: 83.750000 Train:epoch: 17, loss@min: 2.014968, loss@max: 1.680568, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 18, loss@min: 1.913430, loss@max: 1.641021, Top1S acc: 100.000000, Top1T acc: 82.500000 Train:epoch: 19, loss@min: 1.832713, loss@max: 1.612064, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 20, loss@min: 1.748905, loss@max: 1.595797, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 21, loss@min: 1.817018, loss@max: 1.613639, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 22, loss@min: 1.706983, loss@max: 1.597094, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 23, loss@min: 1.691206, loss@max: 1.595055, Top1S acc: 100.000000, Top1T acc: 87.500000 Train:epoch: 24, loss@min: 1.621494, loss@max: 1.605186, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 25, loss@min: 1.618673, loss@max: 1.611511, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 26, loss@min: 1.634568, loss@max: 1.636411, Top1S acc: 100.000000, Top1T acc: 88.125000 Train:epoch: 27, loss@min: 1.508815, loss@max: 1.591031, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 28, loss@min: 1.502440, loss@max: 1.609072, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 29, loss@min: 1.537313, loss@max: 1.632049, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 30, loss@min: 1.607940, loss@max: 1.664764, Top1S acc: 100.000000, Top1T acc: 89.375000 Train:epoch: 31, loss@min: 1.491348, loss@max: 1.625464, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 32, loss@min: 1.438479, loss@max: 1.622941, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 33, loss@min: 1.376582, loss@max: 1.607417, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 34, loss@min: 1.405882, loss@max: 1.605730, Top1S acc: 100.000000, Top1T acc: 91.875000 Train:epoch: 35, loss@min: 1.352353, loss@max: 1.598929, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 36, loss@min: 1.372221, loss@max: 1.606449, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 37, loss@min: 1.368755, loss@max: 1.594676, Top1S acc: 100.000000, Top1T acc: 93.125000 Train:epoch: 38, loss@min: 1.418452, loss@max: 1.618468, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 39, loss@min: 1.406646, loss@max: 1.610636, Top1S acc: 100.000000, Top1T acc: 94.375000 Train:epoch: 40, loss@min: 1.280755, loss@max: 1.562528, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 41, loss@min: 1.300353, loss@max: 1.548685, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 42, loss@min: 1.415642, loss@max: 1.585539, Top1S acc: 100.000000, Top1T acc: 91.250000 Train:epoch: 43, loss@min: 1.325568, loss@max: 1.549609, Top1S acc: 100.000000, Top1T acc: 95.625000 Train:epoch: 44, loss@min: 1.420657, loss@max: 1.575406, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 45, loss@min: 1.400377, loss@max: 1.577107, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 46, loss@min: 1.386876, loss@max: 1.572081, Top1S acc: 100.000000, Top1T acc: 93.750000 Train:epoch: 47, loss@min: 1.249894, loss@max: 1.534575, Top1S acc: 100.000000, Top1T acc: 96.250000 Train:epoch: 48, loss@min: 1.305226, loss@max: 1.560976, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 49, loss@min: 1.307657, loss@max: 1.550584, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 50, loss@min: 1.269589, loss@max: 1.553074, Top1S acc: 100.000000, Top1T acc: 96.250000 Test:epoch: 50, LS: 0.511573, LT: 0.504554, Top1S: 83.234566, Top1T: 83.395065Best acc: 83.395065 Train:epoch: 51, loss@min: 1.216532, loss@max: 1.536083, Top1S acc: 100.000000, Top1T acc: 96.250000 Test:epoch: 51, LS: 0.511428, LT: 0.504457, Top1S: 83.234566, Top1T: 83.259262 Train:epoch: 52, loss@min: 1.239733, loss@max: 1.538376, Top1S acc: 100.000000, Top1T acc: 95.000000 Test:epoch: 52, LS: 0.511899, LT: 0.505529, Top1S: 83.358025, Top1T: 83.358025 Train:epoch: 53, loss@min: 1.238601, loss@max: 1.540123, Top1S acc: 100.000000, Top1T acc: 95.000000 Test:epoch: 53, LS: 0.511278, LT: 0.505517, Top1S: 83.419754, Top1T: 83.432098Best acc: 83.432098 Train:epoch: 54, loss@min: 1.293004, loss@max: 1.566325, Top1S acc: 100.000000, Top1T acc: 95.625000 Test:epoch: 54, LS: 0.511235, LT: 0.506348, Top1S: 83.444443, Top1T: 83.493828Best acc: 83.493828 Train:epoch: 55, loss@min: 1.181571, loss@max: 1.510275, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 55, LS: 0.511128, LT: 0.507090, Top1S: 83.481483, Top1T: 83.567902Best acc: 83.567902 Train:epoch: 56, loss@min: 1.210768, loss@max: 1.534105, Top1S acc: 100.000000, Top1T acc: 95.625000 Test:epoch: 56, LS: 0.509875, LT: 0.506018, Top1S: 83.444443, Top1T: 83.641975Best acc: 83.641975 Train:epoch: 57, loss@min: 1.214138, loss@max: 1.542965, Top1S acc: 100.000000, Top1T acc: 95.625000 Test:epoch: 57, LS: 0.510682, LT: 0.506484, Top1S: 83.407410, Top1T: 83.567902 Train:epoch: 58, loss@min: 1.186185, loss@max: 1.528637, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 58, LS: 0.512789, LT: 0.507866, Top1S: 83.358025, Top1T: 83.580246 Train:epoch: 59, loss@min: 1.172221, loss@max: 1.525096, Top1S acc: 100.000000, Top1T acc: 96.250000 Test:epoch: 59, LS: 0.515926, LT: 0.509953, Top1S: 83.481483, Top1T: 83.617287 Train:epoch: 60, loss@min: 1.111035, loss@max: 1.496028, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 60, LS: 0.517973, LT: 0.511197, Top1S: 83.419754, Top1T: 83.567902 Train:epoch: 61, loss@min: 1.202796, loss@max: 1.531320, Top1S acc: 100.000000, Top1T acc: 95.625000 Test:epoch: 61, LS: 0.516718, LT: 0.509523, Top1S: 83.543213, Top1T: 83.716049Best acc: 83.716049 Train:epoch: 62, loss@min: 1.180394, loss@max: 1.513777, Top1S acc: 100.000000, Top1T acc: 95.625000 Test:epoch: 62, LS: 0.513854, LT: 0.506583, Top1S: 83.703705, Top1T: 83.716049 Train:epoch: 63, loss@min: 1.272924, loss@max: 1.547725, Top1S acc: 100.000000, Top1T acc: 95.000000 Test:epoch: 63, LS: 0.508540, LT: 0.501537, Top1S: 83.765434, Top1T: 83.888885Best acc: 83.888885 Train:epoch: 64, loss@min: 1.193103, loss@max: 1.525820, Top1S acc: 100.000000, Top1T acc: 96.250000 Test:epoch: 64, LS: 0.502257, LT: 0.495761, Top1S: 83.876541, Top1T: 83.925926Best acc: 83.925926 Train:epoch: 65, loss@min: 1.202708, loss@max: 1.518660, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 65, LS: 0.498264, LT: 0.492492, Top1S: 83.876541, Top1T: 84.074074Best acc: 84.074074 Train:epoch: 66, loss@min: 1.132175, loss@max: 1.508328, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 66, LS: 0.496047, LT: 0.491108, Top1S: 84.049385, Top1T: 84.160492Best acc: 84.160492 Train:epoch: 67, loss@min: 1.131534, loss@max: 1.483171, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 67, LS: 0.495845, LT: 0.491507, Top1S: 84.000000, Top1T: 84.074074 Train:epoch: 68, loss@min: 1.158891, loss@max: 1.502964, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 68, LS: 0.497360, LT: 0.493564, Top1S: 83.975311, Top1T: 84.111115 Train:epoch: 69, loss@min: 1.104710, loss@max: 1.479150, Top1S acc: 100.000000, Top1T acc: 99.375000 Test:epoch: 69, LS: 0.500286, LT: 0.496750, Top1S: 84.012344, Top1T: 84.123459 Train:epoch: 70, loss@min: 1.214649, loss@max: 1.520284, Top1S acc: 100.000000, Top1T acc: 95.625000 Test:epoch: 70, LS: 0.504207, LT: 0.500361, Top1S: 83.913582, Top1T: 84.061729 Train:epoch: 71, loss@min: 1.226774, loss@max: 1.516068, Top1S acc: 100.000000, Top1T acc: 95.000000 Test:epoch: 71, LS: 0.510511, LT: 0.506232, Top1S: 83.802467, Top1T: 83.839508 Train:epoch: 72, loss@min: 1.160087, loss@max: 1.498706, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 72, LS: 0.518407, LT: 0.513697, Top1S: 83.654320, Top1T: 83.740738 Train:epoch: 73, loss@min: 1.099000, loss@max: 1.489625, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 73, LS: 0.526592, LT: 0.521540, Top1S: 83.530861, Top1T: 83.604935 Train:epoch: 74, loss@min: 1.081842, loss@max: 1.470508, Top1S acc: 100.000000, Top1T acc: 98.750000 Test:epoch: 74, LS: 0.532052, LT: 0.526874, Top1S: 83.419754, Top1T: 83.617287 Train:epoch: 75, loss@min: 1.139599, loss@max: 1.486268, Top1S acc: 100.000000, Top1T acc: 96.875000 Test:epoch: 75, LS: 0.533200, LT: 0.528011, Top1S: 83.481483, Top1T: 83.617287 Train:epoch: 76, loss@min: 1.120036, loss@max: 1.488683, Top1S acc: 100.000000, Top1T acc: 98.125000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 55} ------------------------------------------- Fri Jan 19 12:35:22 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.748939, loss@max: 1.416073, Top1S acc: 100.000000, Top1T acc: 52.500000 Train:epoch: 2, loss@min: 3.333283, loss@max: 1.473436, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 3.011606, loss@max: 1.547014, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 4, loss@min: 2.609346, loss@max: 1.596371, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 5, loss@min: 2.370902, loss@max: 1.666515, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.166249, loss@max: 1.721190, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 7, loss@min: 2.003296, loss@max: 1.762835, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.860069, loss@max: 1.776586, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 9, loss@min: 1.616982, loss@max: 1.743222, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 10, loss@min: 1.525535, loss@max: 1.721016, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 11, loss@min: 1.564619, loss@max: 1.712339, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 12, loss@min: 1.627832, loss@max: 1.727182, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 13, loss@min: 1.466472, loss@max: 1.628270, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 14, loss@min: 1.349030, loss@max: 1.568793, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 15, loss@min: 1.277654, loss@max: 1.501617, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 16, loss@min: 1.369693, loss@max: 1.511505, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 17, loss@min: 1.314452, loss@max: 1.461886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.263124, loss@max: 1.409205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.253791, loss@max: 1.389080, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 20, loss@min: 1.251844, loss@max: 1.389018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.376287, loss@max: 1.455011, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 22, loss@min: 1.255563, loss@max: 1.379099, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 23, loss@min: 1.262627, loss@max: 1.394376, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 24, loss@min: 1.218839, loss@max: 1.423765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.129575, loss@max: 1.376758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.102400, loss@max: 1.379399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.039296, loss@max: 1.369756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.130202, loss@max: 1.433318, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.063445, loss@max: 1.425257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.097151, loss@max: 1.448103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.087115, loss@max: 1.447253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.036814, loss@max: 1.425708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.034274, loss@max: 1.426548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.016650, loss@max: 1.429888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.992522, loss@max: 1.397426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.039471, loss@max: 1.422436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.054190, loss@max: 1.452376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.979227, loss@max: 1.402575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.032247, loss@max: 1.419665, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 40, loss@min: 1.019713, loss@max: 1.427660, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.975626, loss@max: 1.386530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.991787, loss@max: 1.391547, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.015162, loss@max: 1.408198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 1.022573, loss@max: 1.396564, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.069250, loss@max: 1.415914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.996862, loss@max: 1.359293, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.078408, loss@max: 1.407873, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 48, loss@min: 0.988334, loss@max: 1.362060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 1.032443, loss@max: 1.403548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 1.017701, loss@max: 1.403554, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 1.062052, loss@max: 1.414410, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 52, loss@min: 0.987961, loss@max: 1.392586, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.983834, loss@max: 1.389055, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.985575, loss@max: 1.397695, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.974271, loss@max: 1.390894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.799600, LT: 0.797960, Top1S: 75.666664, Top1T: 75.777779Best acc: 75.777779 Train:epoch: 56, loss@min: 0.960148, loss@max: 1.379101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.813795, LT: 0.810882, Top1S: 75.444443, Top1T: 75.666664 Train:epoch: 57, loss@min: 0.983667, loss@max: 1.397324, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.823596, LT: 0.819684, Top1S: 75.358025, Top1T: 75.506172 Train:epoch: 58, loss@min: 0.975197, loss@max: 1.391457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.828514, LT: 0.824981, Top1S: 75.296295, Top1T: 75.419754 Train:epoch: 59, loss@min: 0.963510, loss@max: 1.376488, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.831852, LT: 0.829290, Top1S: 75.209877, Top1T: 75.197533 Train:epoch: 60, loss@min: 1.020828, loss@max: 1.415240, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 40} ------------------------------------------- Fri Jan 19 12:43:39 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.748939, loss@max: 1.416073, Top1S acc: 100.000000, Top1T acc: 52.500000 Train:epoch: 2, loss@min: 3.333283, loss@max: 1.473436, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 3.011606, loss@max: 1.547014, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 4, loss@min: 2.609346, loss@max: 1.596371, Top1S acc: 100.000000, Top1T acc: 72.500000 Train:epoch: 5, loss@min: 2.370902, loss@max: 1.666515, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.166249, loss@max: 1.721190, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 7, loss@min: 2.003296, loss@max: 1.762835, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.860069, loss@max: 1.776586, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 9, loss@min: 1.616982, loss@max: 1.743222, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 10, loss@min: 1.525535, loss@max: 1.721016, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 11, loss@min: 1.564619, loss@max: 1.712339, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 12, loss@min: 1.627832, loss@max: 1.727182, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 13, loss@min: 1.466472, loss@max: 1.628270, Top1S acc: 100.000000, Top1T acc: 92.500000 Train:epoch: 14, loss@min: 1.349030, loss@max: 1.568793, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 15, loss@min: 1.277654, loss@max: 1.501617, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 16, loss@min: 1.369693, loss@max: 1.511505, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 17, loss@min: 1.314452, loss@max: 1.461886, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.263124, loss@max: 1.409205, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.253791, loss@max: 1.389080, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 20, loss@min: 1.251844, loss@max: 1.389018, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.376287, loss@max: 1.455011, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 22, loss@min: 1.255563, loss@max: 1.379099, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 23, loss@min: 1.262627, loss@max: 1.394376, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 24, loss@min: 1.218839, loss@max: 1.423765, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.129575, loss@max: 1.376758, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.102400, loss@max: 1.379399, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.039296, loss@max: 1.369756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.130202, loss@max: 1.433318, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.063445, loss@max: 1.425257, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.097151, loss@max: 1.448103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.087115, loss@max: 1.447253, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.036814, loss@max: 1.425708, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 1.034274, loss@max: 1.426548, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.016650, loss@max: 1.429888, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.992522, loss@max: 1.397426, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.039471, loss@max: 1.422436, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.054190, loss@max: 1.452376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.979227, loss@max: 1.402575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 1.032247, loss@max: 1.419665, Top1S acc: 100.000000, Top1T acc: 97.500000 Train:epoch: 40, loss@min: 1.019713, loss@max: 1.427660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.748551, LT: 0.750089, Top1S: 75.604935, Top1T: 75.691360Best acc: 75.691360 Train:epoch: 41, loss@min: 0.994737, loss@max: 1.409010, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 0.744226, LT: 0.745275, Top1S: 76.012344, Top1T: 75.987656Best acc: 76.012344 Train:epoch: 42, loss@min: 1.034034, loss@max: 1.421474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 0.740024, LT: 0.739628, Top1S: 76.234566, Top1T: 76.234566Best acc: 76.234566 Train:epoch: 43, loss@min: 0.989996, loss@max: 1.385748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 0.738396, LT: 0.735942, Top1S: 76.407410, Top1T: 76.481483Best acc: 76.481483 Train:epoch: 44, loss@min: 1.051143, loss@max: 1.400290, Top1S acc: 100.000000, Top1T acc: 97.500000 Test:epoch: 44, LS: 0.738705, LT: 0.734946, Top1S: 76.469139, Top1T: 76.691360Best acc: 76.691360 Train:epoch: 45, loss@min: 1.027935, loss@max: 1.381267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 0.743026, LT: 0.738791, Top1S: 76.419754, Top1T: 76.567902 Train:epoch: 46, loss@min: 1.033802, loss@max: 1.381418, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 0.750558, LT: 0.746855, Top1S: 76.271606, Top1T: 76.555557 Train:epoch: 47, loss@min: 1.021317, loss@max: 1.387271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.757957, LT: 0.755641, Top1S: 76.283951, Top1T: 76.296295 Train:epoch: 48, loss@min: 0.984341, loss@max: 1.373372, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 0.766705, LT: 0.766156, Top1S: 76.012344, Top1T: 76.049385 Train:epoch: 49, loss@min: 1.035523, loss@max: 1.419160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.775941, LT: 0.776622, Top1S: 75.777779, Top1T: 75.864197 Train:epoch: 50, loss@min: 0.996505, loss@max: 1.392807, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 40} ------------------------------------------- Fri Jan 19 12:59:17 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.631276, loss@max: 1.384478, Top1S acc: 100.000000, Top1T acc: 55.000000 Train:epoch: 2, loss@min: 3.411512, loss@max: 1.474218, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 2.899499, loss@max: 1.493870, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 4, loss@min: 2.504603, loss@max: 1.541690, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 5, loss@min: 2.623292, loss@max: 1.689010, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 6, loss@min: 2.041885, loss@max: 1.642013, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 7, loss@min: 1.909560, loss@max: 1.685046, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.605447, loss@max: 1.663912, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 1.628074, loss@max: 1.688950, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 10, loss@min: 1.181199, loss@max: 1.590559, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.432319, loss@max: 1.649410, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.196972, loss@max: 1.541715, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 13, loss@min: 1.219479, loss@max: 1.531794, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 14, loss@min: 1.061297, loss@max: 1.444424, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.136805, loss@max: 1.455628, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.051166, loss@max: 1.385582, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.123541, loss@max: 1.389252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.163076, loss@max: 1.381059, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.066763, loss@max: 1.333681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.068042, loss@max: 1.327511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.189434, loss@max: 1.332912, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 22, loss@min: 1.162062, loss@max: 1.350885, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.067905, loss@max: 1.321954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.051281, loss@max: 1.315747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.130593, loss@max: 1.370136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.052293, loss@max: 1.324371, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.186424, loss@max: 1.426226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.029104, loss@max: 1.340536, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.010210, loss@max: 1.344865, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.994450, loss@max: 1.342224, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.992711, loss@max: 1.359631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.012567, loss@max: 1.376607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.951250, loss@max: 1.349305, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.990793, loss@max: 1.395312, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940006, loss@max: 1.355699, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.945866, loss@max: 1.383666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.934426, loss@max: 1.361773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.956698, loss@max: 1.358503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.962464, loss@max: 1.382201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.962946, loss@max: 1.360152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 1.193831, LT: 1.190951, Top1S: 63.827160, Top1T: 63.814816Best acc: 63.827160 Train:epoch: 41, loss@min: 0.973478, loss@max: 1.363189, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 1.192019, LT: 1.188112, Top1S: 64.049385, Top1T: 63.888889Best acc: 64.049385 Train:epoch: 42, loss@min: 0.989018, loss@max: 1.360857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 1.191697, LT: 1.187075, Top1S: 64.111115, Top1T: 64.000000Best acc: 64.111115 Train:epoch: 43, loss@min: 0.975561, loss@max: 1.340911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 1.191343, LT: 1.186915, Top1S: 64.197533, Top1T: 64.172836Best acc: 64.197533 Train:epoch: 44, loss@min: 0.970626, loss@max: 1.357168, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 1.190279, LT: 1.186497, Top1S: 64.320984, Top1T: 64.358025Best acc: 64.358025 Train:epoch: 45, loss@min: 1.025247, loss@max: 1.400930, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 13:07:11 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.631931, loss@max: 1.384630, Top1S acc: 100.000000, Top1T acc: 55.000000 Train:epoch: 2, loss@min: 3.410307, loss@max: 1.473876, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 2.898966, loss@max: 1.493700, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 4, loss@min: 2.503115, loss@max: 1.541290, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 5, loss@min: 2.623313, loss@max: 1.688928, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 6, loss@min: 2.042705, loss@max: 1.642164, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 7, loss@min: 1.909433, loss@max: 1.684972, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.606335, loss@max: 1.664098, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 1.627164, loss@max: 1.688774, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 10, loss@min: 1.181008, loss@max: 1.590519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.431761, loss@max: 1.649200, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.197113, loss@max: 1.541771, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 13, loss@min: 1.219697, loss@max: 1.531799, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 14, loss@min: 1.061221, loss@max: 1.444410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.136708, loss@max: 1.455636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.050954, loss@max: 1.385476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.123784, loss@max: 1.389317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.163165, loss@max: 1.381065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.066998, loss@max: 1.333797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.068192, loss@max: 1.327568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.189631, loss@max: 1.332978, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 22, loss@min: 1.161496, loss@max: 1.350724, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.068031, loss@max: 1.322014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.051048, loss@max: 1.315583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.130666, loss@max: 1.370152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.052295, loss@max: 1.324347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.186045, loss@max: 1.426163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.029186, loss@max: 1.340647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.009954, loss@max: 1.344697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.994460, loss@max: 1.342342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.992725, loss@max: 1.359670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.012417, loss@max: 1.376502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.951208, loss@max: 1.349287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.990581, loss@max: 1.395151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940039, loss@max: 1.355685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.945921, loss@max: 1.383676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.934485, loss@max: 1.361722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.956773, loss@max: 1.358445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.962440, loss@max: 1.382097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.962949, loss@max: 1.360079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.975554, loss@max: 1.353720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.983606, loss@max: 1.355218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.192418, loss@max: 1.452533, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 44, loss@min: 0.963761, loss@max: 1.344522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.963240, loss@max: 1.346507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.983207, loss@max: 1.385787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.983195, loss@max: 1.380819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.953640, loss@max: 1.355361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.958141, loss@max: 1.366096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.973153, loss@max: 1.378627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.960095, loss@max: 1.347364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.995793, loss@max: 1.383780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.973976, loss@max: 1.364820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.993871, loss@max: 1.369790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.994047, loss@max: 1.382544, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.966745, loss@max: 1.357637, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.950028, loss@max: 1.359674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.959350, loss@max: 1.371507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.985356, loss@max: 1.403930, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.963828, loss@max: 1.384492, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.160329, LT: 1.148325, Top1S: 66.172836, Top1T: 66.543213Best acc: 66.543213 Train:epoch: 61, loss@min: 0.971694, loss@max: 1.402066, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.166909, LT: 1.156087, Top1S: 66.246910, Top1T: 66.370369 Train:epoch: 62, loss@min: 0.967059, loss@max: 1.374915, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 55} ------------------------------------------- Fri Jan 19 13:11:05 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.631931, loss@max: 1.384630, Top1S acc: 100.000000, Top1T acc: 55.000000 Train:epoch: 2, loss@min: 3.410307, loss@max: 1.473876, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 2.898966, loss@max: 1.493700, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 4, loss@min: 2.503115, loss@max: 1.541290, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 5, loss@min: 2.623313, loss@max: 1.688928, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 6, loss@min: 2.042705, loss@max: 1.642164, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 7, loss@min: 1.909433, loss@max: 1.684972, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.606335, loss@max: 1.664098, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 1.627164, loss@max: 1.688774, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 10, loss@min: 1.181008, loss@max: 1.590519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.431761, loss@max: 1.649200, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.197113, loss@max: 1.541771, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 13, loss@min: 1.219697, loss@max: 1.531799, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 14, loss@min: 1.061221, loss@max: 1.444410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.136708, loss@max: 1.455636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.050954, loss@max: 1.385476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.123784, loss@max: 1.389317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.163165, loss@max: 1.381065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.066998, loss@max: 1.333797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.068192, loss@max: 1.327568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.189631, loss@max: 1.332978, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 22, loss@min: 1.161496, loss@max: 1.350724, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.068031, loss@max: 1.322014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.051048, loss@max: 1.315583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.130666, loss@max: 1.370152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.052295, loss@max: 1.324347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.186045, loss@max: 1.426163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.029186, loss@max: 1.340647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.009954, loss@max: 1.344697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.994460, loss@max: 1.342342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.992725, loss@max: 1.359670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.012417, loss@max: 1.376502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.951208, loss@max: 1.349287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.990581, loss@max: 1.395151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940039, loss@max: 1.355685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.945921, loss@max: 1.383676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.934485, loss@max: 1.361722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.956773, loss@max: 1.358445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.962440, loss@max: 1.382097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.962949, loss@max: 1.360079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.975554, loss@max: 1.353720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.983606, loss@max: 1.355218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.192418, loss@max: 1.452533, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 44, loss@min: 0.963761, loss@max: 1.344522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.963240, loss@max: 1.346507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.983207, loss@max: 1.385787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.983195, loss@max: 1.380819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.953640, loss@max: 1.355361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.958141, loss@max: 1.366096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.973153, loss@max: 1.378627, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.960095, loss@max: 1.347364, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.995793, loss@max: 1.383780, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.973976, loss@max: 1.364820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.993871, loss@max: 1.369790, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.994047, loss@max: 1.382544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.134319, LT: 1.125314, Top1S: 66.802467, Top1T: 66.814812Best acc: 66.814812 Train:epoch: 56, loss@min: 0.986465, loss@max: 1.396636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.144808, LT: 1.133677, Top1S: 66.407410, Top1T: 66.555557 Train:epoch: 57, loss@min: 0.971099, loss@max: 1.362883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.154587, LT: 1.142284, Top1S: 66.172836, Top1T: 66.407410 Train:epoch: 58, loss@min: 0.957704, loss@max: 1.365392, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 13:16:30 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.631931, loss@max: 1.384630, Top1S acc: 100.000000, Top1T acc: 55.000000 Train:epoch: 2, loss@min: 3.410307, loss@max: 1.473876, Top1S acc: 100.000000, Top1T acc: 65.000000 Train:epoch: 3, loss@min: 2.898966, loss@max: 1.493700, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 4, loss@min: 2.503115, loss@max: 1.541290, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 5, loss@min: 2.623313, loss@max: 1.688928, Top1S acc: 100.000000, Top1T acc: 70.000000 Train:epoch: 6, loss@min: 2.042705, loss@max: 1.642164, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 7, loss@min: 1.909433, loss@max: 1.684972, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 8, loss@min: 1.606335, loss@max: 1.664098, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 9, loss@min: 1.627164, loss@max: 1.688774, Top1S acc: 100.000000, Top1T acc: 85.000000 Train:epoch: 10, loss@min: 1.181008, loss@max: 1.590519, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.431761, loss@max: 1.649200, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 12, loss@min: 1.197113, loss@max: 1.541771, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 13, loss@min: 1.219697, loss@max: 1.531799, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 14, loss@min: 1.061221, loss@max: 1.444410, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.136708, loss@max: 1.455636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.050954, loss@max: 1.385476, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.123784, loss@max: 1.389317, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.163165, loss@max: 1.381065, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.066998, loss@max: 1.333797, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.068192, loss@max: 1.327568, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.189631, loss@max: 1.332978, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 22, loss@min: 1.161496, loss@max: 1.350724, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 23, loss@min: 1.068031, loss@max: 1.322014, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.051048, loss@max: 1.315583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.130666, loss@max: 1.370152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 1.052295, loss@max: 1.324347, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.186045, loss@max: 1.426163, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 1.029186, loss@max: 1.340647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 1.009954, loss@max: 1.344697, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.994460, loss@max: 1.342342, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.992725, loss@max: 1.359670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.012417, loss@max: 1.376502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.951208, loss@max: 1.349287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.990581, loss@max: 1.395151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.940039, loss@max: 1.355685, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.945921, loss@max: 1.383676, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.934485, loss@max: 1.361722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.956773, loss@max: 1.358445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.962440, loss@max: 1.382097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.962949, loss@max: 1.360079, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.975554, loss@max: 1.353720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.983606, loss@max: 1.355218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.192418, loss@max: 1.452533, Top1S acc: 100.000000, Top1T acc: 95.000000 Train:epoch: 44, loss@min: 0.963761, loss@max: 1.344522, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.963240, loss@max: 1.346507, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.983207, loss@max: 1.385787, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.983195, loss@max: 1.380819, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.953640, loss@max: 1.355361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.958141, loss@max: 1.366096, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.973153, loss@max: 1.378627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.126684, LT: 1.120156, Top1S: 66.506172, Top1T: 66.493828Best acc: 66.506172 Train:epoch: 51, loss@min: 0.975556, loss@max: 1.364428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.125536, LT: 1.119309, Top1S: 66.567902, Top1T: 66.629631Best acc: 66.629631 Train:epoch: 52, loss@min: 0.979313, loss@max: 1.366744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.124917, LT: 1.118976, Top1S: 66.641975, Top1T: 66.753090Best acc: 66.753090 Train:epoch: 53, loss@min: 0.992772, loss@max: 1.383125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.126436, LT: 1.120802, Top1S: 66.777779, Top1T: 66.691360Best acc: 66.777779 Train:epoch: 54, loss@min: 1.007624, loss@max: 1.377714, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.131308, LT: 1.125144, Top1S: 66.679008, Top1T: 66.493828 Train:epoch: 55, loss@min: 0.969906, loss@max: 1.352331, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.138209, LT: 1.130707, Top1S: 66.506172, Top1T: 66.543213 Train:epoch: 56, loss@min: 0.968238, loss@max: 1.365526, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.148758, LT: 1.138916, Top1S: 66.259262, Top1T: 66.395065 Train:epoch: 57, loss@min: 0.965804, loss@max: 1.369034, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.159885, LT: 1.148353, Top1S: 65.962959, Top1T: 66.148148 Train:epoch: 58, loss@min: 0.956074, loss@max: 1.367633, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.171304, LT: 1.158488, Top1S: 65.753090, Top1T: 65.913582 Train:epoch: 59, loss@min: 0.951802, loss@max: 1.367935, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.180721, LT: 1.168122, Top1S: 65.629631, Top1T: 65.814812 Train:epoch: 60, loss@min: 0.955576, loss@max: 1.373774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.187062, LT: 1.175632, Top1S: 65.506172, Top1T: 65.555557 Train:epoch: 61, loss@min: 0.956376, loss@max: 1.380999, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.195214, LT: 1.184358, Top1S: 65.283951, Top1T: 65.419754 Train:epoch: 62, loss@min: 0.945517, loss@max: 1.364824, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.202793, LT: 1.191382, Top1S: 65.172836, Top1T: 65.296295 Train:epoch: 63, loss@min: 0.954645, loss@max: 1.357840, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.209227, LT: 1.197413, Top1S: 65.086418, Top1T: 65.135803 Train:epoch: 64, loss@min: 0.959098, loss@max: 1.362856, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.216586, LT: 1.202774, Top1S: 65.000000, Top1T: 64.987656 Train:epoch: 65, loss@min: 0.954874, loss@max: 1.356031, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "eurosat", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 13:39:05 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.599240, loss@max: 1.352852, Top1S acc: 100.000000, Top1T acc: 60.000000 Train:epoch: 2, loss@min: 3.952761, loss@max: 1.580828, Top1S acc: 100.000000, Top1T acc: 50.000000 Train:epoch: 3, loss@min: 2.597142, loss@max: 1.375129, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 4, loss@min: 2.481478, loss@max: 1.482488, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 5, loss@min: 2.424229, loss@max: 1.591835, Top1S acc: 100.000000, Top1T acc: 80.000000 Train:epoch: 6, loss@min: 2.013985, loss@max: 1.592283, Top1S acc: 100.000000, Top1T acc: 90.000000 Train:epoch: 7, loss@min: 1.857729, loss@max: 1.651811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 8, loss@min: 1.459329, loss@max: 1.596104, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 9, loss@min: 1.229260, loss@max: 1.581023, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 10, loss@min: 1.191793, loss@max: 1.593646, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 11, loss@min: 1.121828, loss@max: 1.587430, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 12, loss@min: 1.075107, loss@max: 1.542445, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 13, loss@min: 1.117708, loss@max: 1.535687, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 14, loss@min: 1.161431, loss@max: 1.518800, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 15, loss@min: 1.078033, loss@max: 1.463578, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 16, loss@min: 1.045894, loss@max: 1.422973, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 17, loss@min: 1.046875, loss@max: 1.369546, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 18, loss@min: 1.071699, loss@max: 1.374151, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 19, loss@min: 1.048346, loss@max: 1.314550, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 0.998021, loss@max: 1.286595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 21, loss@min: 1.081819, loss@max: 1.322722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 1.036325, loss@max: 1.282558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.016062, loss@max: 1.291743, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.062326, loss@max: 1.299368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 25, loss@min: 1.026495, loss@max: 1.281211, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.983462, loss@max: 1.273442, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 1.018598, loss@max: 1.310890, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 28, loss@min: 0.980460, loss@max: 1.289733, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.969614, loss@max: 1.311063, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.972037, loss@max: 1.305891, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.962750, loss@max: 1.319127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.028161, loss@max: 1.369720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.956584, loss@max: 1.339088, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.958579, loss@max: 1.324981, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.965700, loss@max: 1.349390, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.958685, loss@max: 1.353534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.958969, loss@max: 1.374943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.929001, loss@max: 1.348019, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.951901, loss@max: 1.376508, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.942371, loss@max: 1.378072, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.944582, loss@max: 1.339234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.950804, loss@max: 1.347286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.985569, loss@max: 1.360621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.974466, loss@max: 1.339028, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.960660, loss@max: 1.335796, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.982517, loss@max: 1.371181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.962576, loss@max: 1.357283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.956300, loss@max: 1.364387, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.986461, loss@max: 1.380674, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.946374, loss@max: 1.355721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.625409, LT: 1.634489, Top1S: 57.407406, Top1T: 57.209877Best acc: 57.407406 Train:epoch: 51, loss@min: 0.946268, loss@max: 1.359202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.613154, LT: 1.624086, Top1S: 57.592594, Top1T: 57.493828Best acc: 57.592594 Train:epoch: 52, loss@min: 0.947005, loss@max: 1.359458, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.602119, LT: 1.613083, Top1S: 57.765430, Top1T: 57.802467Best acc: 57.802467 Train:epoch: 53, loss@min: 0.953074, loss@max: 1.347271, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.599344, LT: 1.609652, Top1S: 57.913582, Top1T: 57.703705Best acc: 57.913582 Train:epoch: 54, loss@min: 0.971169, loss@max: 1.349099, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.601512, LT: 1.608515, Top1S: 58.000000, Top1T: 57.728394Best acc: 58.000000 Train:epoch: 55, loss@min: 0.971269, loss@max: 1.330981, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.611415, LT: 1.613312, Top1S: 57.814816, Top1T: 57.827160 Train:epoch: 56, loss@min: 0.976601, loss@max: 1.330436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.622801, LT: 1.621926, Top1S: 57.629631, Top1T: 57.666668 Train:epoch: 57, loss@min: 0.969195, loss@max: 1.354774, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.627328, LT: 1.623329, Top1S: 57.629631, Top1T: 57.617283 Train:epoch: 58, loss@min: 0.960651, loss@max: 1.354348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.640880, LT: 1.637592, Top1S: 57.444443, Top1T: 57.493828 Train:epoch: 59, loss@min: 0.961317, loss@max: 1.354640, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.654121, LT: 1.652822, Top1S: 57.283951, Top1T: 57.407406 Train:epoch: 60, loss@min: 0.972455, loss@max: 1.389167, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 45} ------------------------------------------- Fri Jan 19 13:56:21 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.923330, loss@max: 1.600287, Top1S acc: 100.000000, Top1T acc: 73.046875 Train:epoch: 2, loss@min: 2.484473, loss@max: 1.668073, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 3, loss@min: 2.278484, loss@max: 1.621511, Top1S acc: 100.000000, Top1T acc: 75.781250 Train:epoch: 4, loss@min: 1.897780, loss@max: 1.469062, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 5, loss@min: 1.844356, loss@max: 1.440580, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 6, loss@min: 1.698826, loss@max: 1.407060, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 7, loss@min: 1.628762, loss@max: 1.412655, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 8, loss@min: 1.488734, loss@max: 1.393469, Top1S acc: 100.000000, Top1T acc: 90.625000 Train:epoch: 9, loss@min: 1.273031, loss@max: 1.334450, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 10, loss@min: 1.311210, loss@max: 1.359225, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 11, loss@min: 1.230573, loss@max: 1.325872, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 12, loss@min: 1.208376, loss@max: 1.340180, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 13, loss@min: 1.201510, loss@max: 1.341630, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 14, loss@min: 1.072730, loss@max: 1.299695, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 15, loss@min: 1.134811, loss@max: 1.343783, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 16, loss@min: 1.126218, loss@max: 1.335602, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 17, loss@min: 1.103562, loss@max: 1.327989, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 18, loss@min: 1.050100, loss@max: 1.319978, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 19, loss@min: 1.079284, loss@max: 1.326030, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 1.057959, loss@max: 1.342846, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 21, loss@min: 1.085156, loss@max: 1.343015, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 22, loss@min: 0.990795, loss@max: 1.313287, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 23, loss@min: 1.042753, loss@max: 1.340240, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 24, loss@min: 1.063238, loss@max: 1.339890, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 25, loss@min: 1.007924, loss@max: 1.324244, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.974178, loss@max: 1.328285, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 0.992656, loss@max: 1.349556, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 0.980595, loss@max: 1.342354, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 29, loss@min: 0.957991, loss@max: 1.335521, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.989225, loss@max: 1.357128, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 31, loss@min: 0.993450, loss@max: 1.369080, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 0.964159, loss@max: 1.351225, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.977037, loss@max: 1.350221, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 34, loss@min: 0.991379, loss@max: 1.362674, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.973204, loss@max: 1.344937, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.080603, loss@max: 1.400911, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 37, loss@min: 0.970114, loss@max: 1.342463, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.953683, loss@max: 1.370122, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 39, loss@min: 0.975825, loss@max: 1.346093, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.977537, loss@max: 1.382299, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 41, loss@min: 0.983441, loss@max: 1.359299, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.949713, loss@max: 1.371475, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 1.003320, loss@max: 1.356208, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 44, loss@min: 0.989032, loss@max: 1.412885, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 45, loss@min: 1.018885, loss@max: 1.372792, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 45, LS: 0.904120, LT: 0.893894, Top1S: 79.169968, Top1T: 79.328575Best acc: 79.328575 Train:epoch: 46, loss@min: 1.074972, loss@max: 1.396590, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 46, LS: 0.900767, LT: 0.892166, Top1S: 79.302139, Top1T: 79.460739Best acc: 79.460739 Train:epoch: 47, loss@min: 0.958896, loss@max: 1.375951, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 0.912882, LT: 0.902335, Top1S: 79.275703, Top1T: 79.645782Best acc: 79.645782 Train:epoch: 48, loss@min: 0.987702, loss@max: 1.372414, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 48, LS: 0.916925, LT: 0.908180, Top1S: 79.355003, Top1T: 79.645782 Train:epoch: 49, loss@min: 0.948091, loss@max: 1.380322, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.912679, LT: 0.902788, Top1S: 79.460739, Top1T: 79.936554Best acc: 79.936554 Train:epoch: 50, loss@min: 0.958552, loss@max: 1.368042, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.913048, LT: 0.907417, Top1S: 79.751518, Top1T: 79.751518 Train:epoch: 51, loss@min: 0.958017, loss@max: 1.382220, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 51, LS: 0.924425, LT: 0.914169, Top1S: 79.645782, Top1T: 79.989426Best acc: 79.989426 Train:epoch: 52, loss@min: 1.014039, loss@max: 1.364532, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 52, LS: 0.918362, LT: 0.914677, Top1S: 79.777954, Top1T: 80.174461Best acc: 80.174461 Train:epoch: 53, loss@min: 0.938139, loss@max: 1.397675, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 0.919126, LT: 0.918489, Top1S: 79.830818, Top1T: 79.936554 Train:epoch: 54, loss@min: 0.987509, loss@max: 1.366476, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 54, LS: 0.926927, LT: 0.916743, Top1S: 79.566475, Top1T: 79.725082 Train:epoch: 55, loss@min: 0.932737, loss@max: 1.392560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.933703, LT: 0.929298, Top1S: 79.540047, Top1T: 79.487175 Train:epoch: 56, loss@min: 0.962667, loss@max: 1.368815, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.935143, LT: 0.925172, Top1S: 79.566475, Top1T: 79.777954 Train:epoch: 57, loss@min: 0.959319, loss@max: 1.399647, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 0.938411, LT: 0.932345, Top1S: 79.830818, Top1T: 79.830818 Train:epoch: 58, loss@min: 0.981284, loss@max: 1.371652, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.931650, LT: 0.926372, Top1S: 79.857254, Top1T: 79.989426 Train:epoch: 59, loss@min: 0.950526, loss@max: 1.397528, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 59, LS: 0.929033, LT: 0.922757, Top1S: 79.751518, Top1T: 80.148026 Train:epoch: 60, loss@min: 0.971739, loss@max: 1.382970, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 60, LS: 0.926717, LT: 0.917934, Top1S: 80.148026, Top1T: 80.227325Best acc: 80.227325 Train:epoch: 61, loss@min: 0.952680, loss@max: 1.381915, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.927649, LT: 0.921863, Top1S: 80.227325, Top1T: 80.015854 Train:epoch: 62, loss@min: 0.979048, loss@max: 1.379973, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 62, LS: 0.931414, LT: 0.925800, Top1S: 79.936554, Top1T: 80.333069Best acc: 80.333069 Train:epoch: 63, loss@min: 0.979319, loss@max: 1.389326, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 63, LS: 0.931941, LT: 0.927049, Top1S: 80.121590, Top1T: 79.962990 Train:epoch: 64, loss@min: 0.964283, loss@max: 1.377891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.928143, LT: 0.926146, Top1S: 79.777954, Top1T: 79.619347 Train:epoch: 65, loss@min: 0.969694, loss@max: 1.373387, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.927134, LT: 0.921969, Top1S: 79.804382, Top1T: 79.830818 Train:epoch: 66, loss@min: 0.941239, loss@max: 1.393759, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.923635, LT: 0.923498, Top1S: 80.148026, Top1T: 80.095161 Train:epoch: 67, loss@min: 0.967363, loss@max: 1.370079, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.928157, LT: 0.925462, Top1S: 79.962990, Top1T: 79.883690 Train:epoch: 68, loss@min: 0.960614, loss@max: 1.387883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.931004, LT: 0.928964, Top1S: 79.910118, Top1T: 79.857254 Train:epoch: 69, loss@min: 0.979151, loss@max: 1.386261, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 69, LS: 0.935169, LT: 0.931394, Top1S: 79.989426, Top1T: 79.989426 Train:epoch: 70, loss@min: 0.956550, loss@max: 1.377545, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.938078, LT: 0.936596, Top1S: 79.857254, Top1T: 79.936554 Train:epoch: 71, loss@min: 0.961245, loss@max: 1.370752, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.943187, LT: 0.942476, Top1S: 79.857254, Top1T: 79.857254 Train:epoch: 72, loss@min: 0.943588, loss@max: 1.387004, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.949660, LT: 0.945576, Top1S: 79.777954, Top1T: 79.989426 Train:epoch: 73, loss@min: 0.955254, loss@max: 1.370677, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.940175, LT: 0.938845, Top1S: 80.174461, Top1T: 80.068726 Train:epoch: 74, loss@min: 0.947288, loss@max: 1.387530, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.934806, LT: 0.932663, Top1S: 80.200897, Top1T: 80.095161 Train:epoch: 75, loss@min: 0.963572, loss@max: 1.371194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.940907, LT: 0.934834, Top1S: 79.989426, Top1T: 80.148026 Train:epoch: 76, loss@min: 0.975792, loss@max: 1.389400, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 76, LS: 0.942616, LT: 0.941656, Top1S: 80.042290, Top1T: 79.936554 Train:epoch: 77, loss@min: 0.951850, loss@max: 1.392552, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 15:01:48 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326127, loss@max: 1.569214, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.756087, loss@max: 1.554910, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.979664, loss@max: 1.463117, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.795578, loss@max: 1.514736, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.278062, loss@max: 1.452078, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.112702, loss@max: 1.488460, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.041387, loss@max: 1.525494, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.669723, loss@max: 1.479731, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.274264, loss@max: 1.416885, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.374005, loss@max: 1.486533, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.379304, loss@max: 1.504193, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.219206, loss@max: 1.492916, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.056951, loss@max: 1.440839, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.992687, loss@max: 1.423129, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.093463, loss@max: 1.431813, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.029560, loss@max: 1.408303, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.042318, loss@max: 1.372390, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.018772, loss@max: 1.376518, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.949046, loss@max: 1.336009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.032583, loss@max: 1.355378, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.950272, loss@max: 1.316675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.949932, loss@max: 1.302262, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.969309, loss@max: 1.311698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027067, loss@max: 1.339160, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.944806, loss@max: 1.299074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968260, loss@max: 1.316136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.993203, loss@max: 1.326585, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.996375, loss@max: 1.321597, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.023734, loss@max: 1.348096, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.954084, loss@max: 1.312431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.994609, loss@max: 1.330028, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.944574, loss@max: 1.307143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.948586, loss@max: 1.310759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.964250, loss@max: 1.323656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968250, loss@max: 1.326140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.986792, loss@max: 1.330778, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.964675, loss@max: 1.323432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.950371, loss@max: 1.323273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952226, loss@max: 1.331611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.941424, loss@max: 1.332713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.949680, loss@max: 1.335292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.963489, loss@max: 1.345183, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.954610, loss@max: 1.333336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.953667, loss@max: 1.344064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.004679, loss@max: 1.367501, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.947650, loss@max: 1.341718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.025108, loss@max: 1.387804, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.944990, loss@max: 1.345516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.941221, loss@max: 1.352103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942919, loss@max: 1.351622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.950578, loss@max: 1.359682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.942245, loss@max: 1.359385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.943428, loss@max: 1.351994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.948746, loss@max: 1.358008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.947668, loss@max: 1.348287, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.945994, loss@max: 1.351307, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.942965, loss@max: 1.360895, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.942978, loss@max: 1.356608, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.963882, loss@max: 1.367497, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.947417, loss@max: 1.362346, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.462404, LT: 1.457589, Top1S: 66.983871, Top1T: 66.798836Best acc: 66.983871 Train:epoch: 61, loss@min: 0.941637, loss@max: 1.357432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.464250, LT: 1.459078, Top1S: 66.931007, Top1T: 66.931007 Train:epoch: 62, loss@min: 0.951114, loss@max: 1.363846, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.465537, LT: 1.459853, Top1S: 66.851700, Top1T: 66.851700 Train:epoch: 63, loss@min: 0.947357, loss@max: 1.352960, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.466793, LT: 1.460558, Top1S: 66.851700, Top1T: 66.851700 Train:epoch: 64, loss@min: 0.988433, loss@max: 1.376559, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 64, LS: 1.469863, LT: 1.463396, Top1S: 66.851700, Top1T: 66.825272 Train:epoch: 65, loss@min: 0.946882, loss@max: 1.357086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.472309, LT: 1.466156, Top1S: 66.772400, Top1T: 66.772400 Train:epoch: 66, loss@min: 0.948560, loss@max: 1.357501, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 55} ------------------------------------------- Fri Jan 19 15:09:56 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326127, loss@max: 1.569214, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.756087, loss@max: 1.554910, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.979664, loss@max: 1.463117, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.795578, loss@max: 1.514736, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.278062, loss@max: 1.452078, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.112702, loss@max: 1.488460, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.041387, loss@max: 1.525494, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.669723, loss@max: 1.479731, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.274264, loss@max: 1.416885, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.374005, loss@max: 1.486533, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.379304, loss@max: 1.504193, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.219206, loss@max: 1.492916, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.056951, loss@max: 1.440839, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.992687, loss@max: 1.423129, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.093463, loss@max: 1.431813, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.029560, loss@max: 1.408303, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.042318, loss@max: 1.372390, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.018772, loss@max: 1.376518, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.949046, loss@max: 1.336009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.032583, loss@max: 1.355378, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.950272, loss@max: 1.316675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.949932, loss@max: 1.302262, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.969309, loss@max: 1.311698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027067, loss@max: 1.339160, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.944806, loss@max: 1.299074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968260, loss@max: 1.316136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.993203, loss@max: 1.326585, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.996375, loss@max: 1.321597, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.023734, loss@max: 1.348096, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.954084, loss@max: 1.312431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.994609, loss@max: 1.330028, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.944574, loss@max: 1.307143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.948586, loss@max: 1.310759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.964250, loss@max: 1.323656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968250, loss@max: 1.326140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.986792, loss@max: 1.330778, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.964675, loss@max: 1.323432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.950371, loss@max: 1.323273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952226, loss@max: 1.331611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.941424, loss@max: 1.332713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.949680, loss@max: 1.335292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.963489, loss@max: 1.345183, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.954610, loss@max: 1.333336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.953667, loss@max: 1.344064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.004679, loss@max: 1.367501, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.947650, loss@max: 1.341718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.025108, loss@max: 1.387804, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.944990, loss@max: 1.345516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.941221, loss@max: 1.352103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942919, loss@max: 1.351622, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.950578, loss@max: 1.359682, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.942245, loss@max: 1.359385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.943428, loss@max: 1.351994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.948746, loss@max: 1.358008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.947668, loss@max: 1.348287, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.452092, LT: 1.446942, Top1S: 66.983871, Top1T: 66.640228Best acc: 66.983871 Train:epoch: 56, loss@min: 0.960880, loss@max: 1.365621, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.454832, LT: 1.449634, Top1S: 66.957436, Top1T: 66.613792 Train:epoch: 57, loss@min: 0.967414, loss@max: 1.376008, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.457611, LT: 1.452564, Top1S: 66.957436, Top1T: 66.587364 Train:epoch: 58, loss@min: 0.941695, loss@max: 1.360569, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 15:15:05 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326127, loss@max: 1.569214, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.756087, loss@max: 1.554910, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.979664, loss@max: 1.463117, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.795578, loss@max: 1.514736, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.278062, loss@max: 1.452078, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.112702, loss@max: 1.488460, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.041387, loss@max: 1.525494, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.669723, loss@max: 1.479731, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.274264, loss@max: 1.416885, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.374005, loss@max: 1.486533, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.379304, loss@max: 1.504193, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.219206, loss@max: 1.492916, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.056951, loss@max: 1.440839, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.992687, loss@max: 1.423129, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.093463, loss@max: 1.431813, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.029560, loss@max: 1.408303, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.042318, loss@max: 1.372390, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.018772, loss@max: 1.376518, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.949046, loss@max: 1.336009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.032583, loss@max: 1.355378, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.950272, loss@max: 1.316675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.949932, loss@max: 1.302262, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.969309, loss@max: 1.311698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027067, loss@max: 1.339160, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.944806, loss@max: 1.299074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968260, loss@max: 1.316136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.993203, loss@max: 1.326585, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.996375, loss@max: 1.321597, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.023734, loss@max: 1.348096, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.954084, loss@max: 1.312431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.994609, loss@max: 1.330028, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.944574, loss@max: 1.307143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.948586, loss@max: 1.310759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.964250, loss@max: 1.323656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968250, loss@max: 1.326140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.986792, loss@max: 1.330778, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.964675, loss@max: 1.323432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.950371, loss@max: 1.323273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952226, loss@max: 1.331611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.941424, loss@max: 1.332713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.949680, loss@max: 1.335292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.963489, loss@max: 1.345183, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.954610, loss@max: 1.333336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.953667, loss@max: 1.344064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.004679, loss@max: 1.367501, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.947650, loss@max: 1.341718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.025108, loss@max: 1.387804, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.944990, loss@max: 1.345516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.941221, loss@max: 1.352103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942919, loss@max: 1.351622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.440413, LT: 1.434358, Top1S: 66.878136, Top1T: 66.719528Best acc: 66.878136 Train:epoch: 51, loss@min: 0.950966, loss@max: 1.357524, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.442805, LT: 1.436802, Top1S: 66.878136, Top1T: 66.640228 Train:epoch: 52, loss@min: 0.948613, loss@max: 1.365231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.444592, LT: 1.438820, Top1S: 66.878136, Top1T: 66.745964 Train:epoch: 53, loss@min: 0.944406, loss@max: 1.355129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.446265, LT: 1.440983, Top1S: 66.878136, Top1T: 66.798836 Train:epoch: 54, loss@min: 0.950390, loss@max: 1.352146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.447593, LT: 1.442970, Top1S: 67.036743, Top1T: 66.798836Best acc: 67.036743 Train:epoch: 55, loss@min: 0.952863, loss@max: 1.360121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.448417, LT: 1.444688, Top1S: 67.010307, Top1T: 66.798836 Train:epoch: 56, loss@min: 0.962015, loss@max: 1.365202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.449892, LT: 1.446467, Top1S: 66.931007, Top1T: 66.878136 Train:epoch: 57, loss@min: 0.965708, loss@max: 1.373325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.451762, LT: 1.448520, Top1S: 66.983871, Top1T: 66.825272 Train:epoch: 58, loss@min: 0.942453, loss@max: 1.359173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.453827, LT: 1.450806, Top1S: 67.010307, Top1T: 66.878136 Train:epoch: 59, loss@min: 0.949463, loss@max: 1.360415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.455893, LT: 1.452919, Top1S: 67.010307, Top1T: 66.825272 Train:epoch: 60, loss@min: 0.969021, loss@max: 1.373274, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 60, LS: 1.457658, LT: 1.454744, Top1S: 66.983871, Top1T: 66.798836 Train:epoch: 61, loss@min: 0.941294, loss@max: 1.362891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.459262, LT: 1.456576, Top1S: 67.036743, Top1T: 66.825272 Train:epoch: 62, loss@min: 0.944077, loss@max: 1.357713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.461026, LT: 1.458224, Top1S: 67.089607, Top1T: 66.745964Best acc: 67.089607 Train:epoch: 63, loss@min: 0.954937, loss@max: 1.368869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.462488, LT: 1.459398, Top1S: 67.036743, Top1T: 66.825272 Train:epoch: 64, loss@min: 0.949809, loss@max: 1.358785, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 15:28:18 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326394, loss@max: 1.569256, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.757936, loss@max: 1.555309, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.981251, loss@max: 1.463470, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.798325, loss@max: 1.515356, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.280857, loss@max: 1.452767, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.116791, loss@max: 1.489638, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.046088, loss@max: 1.526887, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.673575, loss@max: 1.480991, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.275252, loss@max: 1.417837, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.376661, loss@max: 1.487986, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.382606, loss@max: 1.505843, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.222431, loss@max: 1.494487, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.058793, loss@max: 1.441767, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.995944, loss@max: 1.424839, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.097141, loss@max: 1.433551, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.033729, loss@max: 1.410347, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.044781, loss@max: 1.373779, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.021578, loss@max: 1.378218, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.951233, loss@max: 1.337376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.035073, loss@max: 1.357099, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.952029, loss@max: 1.317540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.952425, loss@max: 1.303223, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.970659, loss@max: 1.312346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027954, loss@max: 1.340220, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.945916, loss@max: 1.299811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.969015, loss@max: 1.316964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.995585, loss@max: 1.327937, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.000019, loss@max: 1.323015, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.027135, loss@max: 1.349527, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.956365, loss@max: 1.313991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.997806, loss@max: 1.332103, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.945561, loss@max: 1.307952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.949853, loss@max: 1.311710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.967100, loss@max: 1.325762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.969144, loss@max: 1.326690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.987924, loss@max: 1.331797, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.966400, loss@max: 1.324340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.952003, loss@max: 1.324283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.954432, loss@max: 1.331903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.943068, loss@max: 1.333146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.950881, loss@max: 1.335795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.966031, loss@max: 1.345857, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.956905, loss@max: 1.334232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.954367, loss@max: 1.344706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.002966, loss@max: 1.367494, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.948617, loss@max: 1.342777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.028608, loss@max: 1.389751, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.946607, loss@max: 1.346575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.942828, loss@max: 1.352654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.944755, loss@max: 1.351925, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.428042, LT: 1.420981, Top1S: 66.983871, Top1T: 67.036743Best acc: 67.036743 Train:epoch: 51, loss@min: 0.953034, loss@max: 1.358138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.429878, LT: 1.422823, Top1S: 67.063171, Top1T: 67.036743Best acc: 67.063171 Train:epoch: 52, loss@min: 0.950404, loss@max: 1.366457, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.431140, LT: 1.424259, Top1S: 67.036743, Top1T: 66.983871 Train:epoch: 53, loss@min: 0.946354, loss@max: 1.355357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.432321, LT: 1.425830, Top1S: 66.983871, Top1T: 66.904572 Train:epoch: 54, loss@min: 0.950586, loss@max: 1.353475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.433224, LT: 1.427272, Top1S: 66.983871, Top1T: 66.904572 Train:epoch: 55, loss@min: 0.953821, loss@max: 1.360585, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 45} ------------------------------------------- Fri Jan 19 15:34:50 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326394, loss@max: 1.569256, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.757936, loss@max: 1.555309, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.981251, loss@max: 1.463470, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.798325, loss@max: 1.515356, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.280857, loss@max: 1.452767, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.116791, loss@max: 1.489638, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.046088, loss@max: 1.526887, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.673575, loss@max: 1.480991, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.275252, loss@max: 1.417837, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.376661, loss@max: 1.487986, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.382606, loss@max: 1.505843, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.222431, loss@max: 1.494487, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.058793, loss@max: 1.441767, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.995944, loss@max: 1.424839, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.097141, loss@max: 1.433551, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.033729, loss@max: 1.410347, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.044781, loss@max: 1.373779, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.021578, loss@max: 1.378218, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.951233, loss@max: 1.337376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.035073, loss@max: 1.357099, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.952029, loss@max: 1.317540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.952425, loss@max: 1.303223, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.970659, loss@max: 1.312346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027954, loss@max: 1.340220, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.945916, loss@max: 1.299811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.969015, loss@max: 1.316964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.995585, loss@max: 1.327937, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.000019, loss@max: 1.323015, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.027135, loss@max: 1.349527, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.956365, loss@max: 1.313991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.997806, loss@max: 1.332103, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.945561, loss@max: 1.307952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.949853, loss@max: 1.311710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.967100, loss@max: 1.325762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.969144, loss@max: 1.326690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.987924, loss@max: 1.331797, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.966400, loss@max: 1.324340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.952003, loss@max: 1.324283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.954432, loss@max: 1.331903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.943068, loss@max: 1.333146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.950881, loss@max: 1.335795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.966031, loss@max: 1.345857, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.956905, loss@max: 1.334232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.954367, loss@max: 1.344706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.002966, loss@max: 1.367494, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 45, LS: 1.417684, LT: 1.414069, Top1S: 66.957436, Top1T: 66.693100Best acc: 66.957436 Train:epoch: 46, loss@min: 0.955284, loss@max: 1.338610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.418779, LT: 1.415281, Top1S: 66.957436, Top1T: 66.693100 Train:epoch: 47, loss@min: 0.960017, loss@max: 1.357121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.420472, LT: 1.416821, Top1S: 66.904572, Top1T: 66.745964 Train:epoch: 48, loss@min: 0.940249, loss@max: 1.351103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 1.422314, LT: 1.418334, Top1S: 66.878136, Top1T: 66.693100 Train:epoch: 49, loss@min: 0.942131, loss@max: 1.350750, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 1.424169, LT: 1.419845, Top1S: 66.851700, Top1T: 66.719528 Train:epoch: 50, loss@min: 1.019153, loss@max: 1.377064, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 50, LS: 1.426233, LT: 1.421618, Top1S: 66.851700, Top1T: 66.640228 Train:epoch: 51, loss@min: 0.949403, loss@max: 1.367497, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.427921, LT: 1.422858, Top1S: 66.798836, Top1T: 66.613792 Train:epoch: 52, loss@min: 0.943298, loss@max: 1.351604, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.429616, LT: 1.424064, Top1S: 66.798836, Top1T: 66.640228 Train:epoch: 53, loss@min: 0.965417, loss@max: 1.362601, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.430908, LT: 1.425188, Top1S: 66.878136, Top1T: 66.693100 Train:epoch: 54, loss@min: 0.954333, loss@max: 1.366420, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.431681, LT: 1.425898, Top1S: 66.851700, Top1T: 66.772400 Train:epoch: 55, loss@min: 0.946737, loss@max: 1.357849, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.432694, LT: 1.427005, Top1S: 66.745964, Top1T: 66.745964 Train:epoch: 56, loss@min: 0.954504, loss@max: 1.358386, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.433340, LT: 1.427921, Top1S: 66.693100, Top1T: 66.719528 Train:epoch: 57, loss@min: 0.949427, loss@max: 1.353450, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.434005, LT: 1.428804, Top1S: 66.745964, Top1T: 66.613792 Train:epoch: 58, loss@min: 0.955712, loss@max: 1.365431, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.434260, LT: 1.429106, Top1S: 66.693100, Top1T: 66.587364 Train:epoch: 59, loss@min: 0.949644, loss@max: 1.360650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.434634, LT: 1.429315, Top1S: 66.719528, Top1T: 66.613792 Train:epoch: 60, loss@min: 0.941966, loss@max: 1.364637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.435344, LT: 1.429680, Top1S: 66.693100, Top1T: 66.613792 Train:epoch: 61, loss@min: 0.949133, loss@max: 1.356857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.436260, LT: 1.430158, Top1S: 66.719528, Top1T: 66.587364 Train:epoch: 62, loss@min: 0.945663, loss@max: 1.358627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.437074, LT: 1.430623, Top1S: 66.719528, Top1T: 66.666664 Train:epoch: 63, loss@min: 0.952371, loss@max: 1.364984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.437874, LT: 1.431099, Top1S: 66.772400, Top1T: 66.719528 Train:epoch: 64, loss@min: 0.948971, loss@max: 1.360467, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 45} ------------------------------------------- Fri Jan 19 15:51:36 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326963, loss@max: 1.569371, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.760245, loss@max: 1.555803, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.983258, loss@max: 1.463923, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.801364, loss@max: 1.516083, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.283907, loss@max: 1.453557, Top1S acc: 100.000000, Top1T acc: 80.198021 Train:epoch: 6, loss@min: 2.121165, loss@max: 1.490939, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.051156, loss@max: 1.528401, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.677930, loss@max: 1.482438, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.276726, loss@max: 1.418945, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.379884, loss@max: 1.489618, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.386343, loss@max: 1.507685, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.226194, loss@max: 1.496343, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.060980, loss@max: 1.442937, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.999414, loss@max: 1.426779, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.101085, loss@max: 1.435486, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.037898, loss@max: 1.412560, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.047329, loss@max: 1.375309, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.024315, loss@max: 1.380064, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.953336, loss@max: 1.338881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.037970, loss@max: 1.359107, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.953768, loss@max: 1.318504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.955009, loss@max: 1.304367, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.972302, loss@max: 1.313197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.029109, loss@max: 1.341557, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.947084, loss@max: 1.300694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.969900, loss@max: 1.317998, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.998226, loss@max: 1.329536, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.003614, loss@max: 1.324528, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.030626, loss@max: 1.351065, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.958703, loss@max: 1.315773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.001244, loss@max: 1.334530, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.946539, loss@max: 1.309005, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.951185, loss@max: 1.313003, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.969926, loss@max: 1.328058, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.969873, loss@max: 1.327514, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.989044, loss@max: 1.333107, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.968120, loss@max: 1.325603, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.953880, loss@max: 1.326026, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.956840, loss@max: 1.332731, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.944693, loss@max: 1.333960, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.952170, loss@max: 1.336856, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.968364, loss@max: 1.346587, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.959392, loss@max: 1.335218, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.955525, loss@max: 1.345974, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.001000, loss@max: 1.367621, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 45, LS: 1.410865, LT: 1.406614, Top1S: 66.693100, Top1T: 66.560928Best acc: 66.693100 Train:epoch: 46, loss@min: 0.956995, loss@max: 1.339976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.411658, LT: 1.407455, Top1S: 66.719528, Top1T: 66.587364Best acc: 66.719528 Train:epoch: 47, loss@min: 0.960653, loss@max: 1.358827, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.413032, LT: 1.408653, Top1S: 66.798836, Top1T: 66.402321Best acc: 66.798836 Train:epoch: 48, loss@min: 0.941436, loss@max: 1.352136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 1.414529, LT: 1.409832, Top1S: 66.719528, Top1T: 66.481628 Train:epoch: 49, loss@min: 0.943897, loss@max: 1.352022, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 15:56:58 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326942, loss@max: 1.569383, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.760346, loss@max: 1.555847, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.983314, loss@max: 1.463954, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.801406, loss@max: 1.516096, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.283866, loss@max: 1.453543, Top1S acc: 100.000000, Top1T acc: 80.198021 Train:epoch: 6, loss@min: 2.121227, loss@max: 1.490945, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.051131, loss@max: 1.528383, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.677931, loss@max: 1.482425, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.276725, loss@max: 1.418933, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.379894, loss@max: 1.489609, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.386242, loss@max: 1.507650, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.226176, loss@max: 1.496321, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.060946, loss@max: 1.442906, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.999408, loss@max: 1.426764, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.101083, loss@max: 1.435477, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.037927, loss@max: 1.412557, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.047296, loss@max: 1.375289, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.024290, loss@max: 1.380057, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.953336, loss@max: 1.338880, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.037993, loss@max: 1.359114, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.953757, loss@max: 1.318505, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.954991, loss@max: 1.304362, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.972303, loss@max: 1.313198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.029099, loss@max: 1.341546, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.947090, loss@max: 1.300681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.969889, loss@max: 1.317985, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.998232, loss@max: 1.329536, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.003613, loss@max: 1.324527, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.030662, loss@max: 1.351090, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.958686, loss@max: 1.315784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 1.001232, loss@max: 1.334544, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.946533, loss@max: 1.309008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.951178, loss@max: 1.313004, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.969933, loss@max: 1.328060, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.969868, loss@max: 1.327503, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.989061, loss@max: 1.333096, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.968131, loss@max: 1.325593, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.953888, loss@max: 1.326020, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.956842, loss@max: 1.332735, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.944693, loss@max: 1.333962, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.952170, loss@max: 1.336858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.968360, loss@max: 1.346592, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.959389, loss@max: 1.335232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.955520, loss@max: 1.345966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.001016, loss@max: 1.367613, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.949519, loss@max: 1.344273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.032892, loss@max: 1.392798, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.948362, loss@max: 1.348118, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.944411, loss@max: 1.353720, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.946517, loss@max: 1.352492, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.954734, loss@max: 1.361261, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.944499, loss@max: 1.360871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.946096, loss@max: 1.353339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.951102, loss@max: 1.361054, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.949649, loss@max: 1.350425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.948311, loss@max: 1.352793, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.945237, loss@max: 1.362092, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.945990, loss@max: 1.358022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.966691, loss@max: 1.369799, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.951285, loss@max: 1.364972, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.433359, LT: 1.425767, Top1S: 66.825272, Top1T: 67.142479Best acc: 67.142479 Train:epoch: 61, loss@min: 0.944773, loss@max: 1.358068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.434650, LT: 1.426707, Top1S: 66.825272, Top1T: 67.089607 Train:epoch: 62, loss@min: 0.953418, loss@max: 1.364259, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Fri Jan 19 16:01:07 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326394, loss@max: 1.569256, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.757936, loss@max: 1.555309, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.981251, loss@max: 1.463470, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.798325, loss@max: 1.515356, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.280857, loss@max: 1.452767, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.116791, loss@max: 1.489638, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.046088, loss@max: 1.526887, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.673575, loss@max: 1.480991, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.275252, loss@max: 1.417837, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.376661, loss@max: 1.487986, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.382606, loss@max: 1.505843, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.222431, loss@max: 1.494487, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.058793, loss@max: 1.441767, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.995944, loss@max: 1.424839, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.097141, loss@max: 1.433551, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.033729, loss@max: 1.410347, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.044781, loss@max: 1.373779, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.021578, loss@max: 1.378218, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.951233, loss@max: 1.337376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.035073, loss@max: 1.357099, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.952029, loss@max: 1.317540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.952425, loss@max: 1.303223, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.970659, loss@max: 1.312346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027954, loss@max: 1.340220, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.945916, loss@max: 1.299811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.969015, loss@max: 1.316964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.995585, loss@max: 1.327937, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.000019, loss@max: 1.323015, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.027135, loss@max: 1.349527, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.956365, loss@max: 1.313991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.997806, loss@max: 1.332103, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.945561, loss@max: 1.307952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.949853, loss@max: 1.311710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.967100, loss@max: 1.325762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.969144, loss@max: 1.326690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.987924, loss@max: 1.331797, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.966400, loss@max: 1.324340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.952003, loss@max: 1.324283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.954432, loss@max: 1.331903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.943068, loss@max: 1.333146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.950881, loss@max: 1.335795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.966031, loss@max: 1.345857, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.956905, loss@max: 1.334232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.954367, loss@max: 1.344706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.002966, loss@max: 1.367494, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.948617, loss@max: 1.342777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.028608, loss@max: 1.389751, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.946607, loss@max: 1.346575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.942828, loss@max: 1.352654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.944755, loss@max: 1.351925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.952640, loss@max: 1.360304, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.943342, loss@max: 1.359897, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.944789, loss@max: 1.352636, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.949642, loss@max: 1.359198, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.948654, loss@max: 1.349036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.947235, loss@max: 1.351835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.944007, loss@max: 1.361074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.944528, loss@max: 1.356894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.965298, loss@max: 1.368290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.949172, loss@max: 1.363281, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.445641, LT: 1.439077, Top1S: 66.825272, Top1T: 66.825272Best acc: 66.825272 Train:epoch: 61, loss@min: 0.943170, loss@max: 1.357332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.447186, LT: 1.440247, Top1S: 66.825272, Top1T: 66.772400 Train:epoch: 62, loss@min: 0.952339, loss@max: 1.363745, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 16:04:59 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326394, loss@max: 1.569256, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.757936, loss@max: 1.555309, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.981251, loss@max: 1.463470, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.798325, loss@max: 1.515356, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.280857, loss@max: 1.452767, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.116791, loss@max: 1.489638, Top1S acc: 100.000000, Top1T acc: 83.168312 Train:epoch: 7, loss@min: 2.046088, loss@max: 1.526887, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.673575, loss@max: 1.480991, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.275252, loss@max: 1.417837, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.376661, loss@max: 1.487986, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.382606, loss@max: 1.505843, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.222431, loss@max: 1.494487, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.058793, loss@max: 1.441767, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.995944, loss@max: 1.424839, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.097141, loss@max: 1.433551, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.033729, loss@max: 1.410347, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.044781, loss@max: 1.373779, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.021578, loss@max: 1.378218, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.951233, loss@max: 1.337376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.035073, loss@max: 1.357099, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.952029, loss@max: 1.317540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.952425, loss@max: 1.303223, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.970659, loss@max: 1.312346, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027954, loss@max: 1.340220, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.945916, loss@max: 1.299811, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.969015, loss@max: 1.316964, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.995585, loss@max: 1.327937, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 1.000019, loss@max: 1.323015, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.027135, loss@max: 1.349527, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.956365, loss@max: 1.313991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.997806, loss@max: 1.332103, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.945561, loss@max: 1.307952, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.949853, loss@max: 1.311710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.967100, loss@max: 1.325762, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.969144, loss@max: 1.326690, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.987924, loss@max: 1.331797, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.966400, loss@max: 1.324340, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.952003, loss@max: 1.324283, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.954432, loss@max: 1.331903, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.943068, loss@max: 1.333146, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.950881, loss@max: 1.335795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.966031, loss@max: 1.345857, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.956905, loss@max: 1.334232, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.954367, loss@max: 1.344706, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.002966, loss@max: 1.367494, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.948617, loss@max: 1.342777, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.028608, loss@max: 1.389751, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.946607, loss@max: 1.346575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.942828, loss@max: 1.352654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.944755, loss@max: 1.351925, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.428038, LT: 1.420977, Top1S: 66.983871, Top1T: 67.036743Best acc: 67.036743 Train:epoch: 51, loss@min: 0.953034, loss@max: 1.358138, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.429874, LT: 1.422820, Top1S: 67.063171, Top1T: 67.036743Best acc: 67.063171 Train:epoch: 52, loss@min: 0.950404, loss@max: 1.366457, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 16:08:48 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326127, loss@max: 1.569214, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.756087, loss@max: 1.554910, Top1S acc: 100.000000, Top1T acc: 63.366337 Train:epoch: 3, loss@min: 2.979664, loss@max: 1.463117, Top1S acc: 100.000000, Top1T acc: 72.277229 Train:epoch: 4, loss@min: 2.795578, loss@max: 1.514736, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.278062, loss@max: 1.452078, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.112702, loss@max: 1.488460, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.041387, loss@max: 1.525494, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.669723, loss@max: 1.479731, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.274264, loss@max: 1.416885, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.374005, loss@max: 1.486533, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.379304, loss@max: 1.504193, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.219206, loss@max: 1.492916, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.056951, loss@max: 1.440839, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.992687, loss@max: 1.423129, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.093463, loss@max: 1.431813, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.029560, loss@max: 1.408303, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.042318, loss@max: 1.372390, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.018772, loss@max: 1.376518, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.949046, loss@max: 1.336009, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.032583, loss@max: 1.355378, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.950272, loss@max: 1.316675, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.949932, loss@max: 1.302262, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.969309, loss@max: 1.311698, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.027067, loss@max: 1.339160, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.944806, loss@max: 1.299074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.968260, loss@max: 1.316136, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.993203, loss@max: 1.326585, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.996375, loss@max: 1.321597, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.023734, loss@max: 1.348096, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.954084, loss@max: 1.312431, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.994609, loss@max: 1.330028, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.944574, loss@max: 1.307143, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.948586, loss@max: 1.310759, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.964250, loss@max: 1.323656, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.968250, loss@max: 1.326140, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.986792, loss@max: 1.330778, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.964675, loss@max: 1.323432, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.950371, loss@max: 1.323273, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.952226, loss@max: 1.331611, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.941424, loss@max: 1.332713, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.949680, loss@max: 1.335292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.963489, loss@max: 1.345183, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 43, loss@min: 0.954610, loss@max: 1.333336, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.953667, loss@max: 1.344064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.004679, loss@max: 1.367501, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.947650, loss@max: 1.341718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.025108, loss@max: 1.387804, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.944990, loss@max: 1.345516, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.941221, loss@max: 1.352103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.942919, loss@max: 1.351622, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.440414, LT: 1.434358, Top1S: 66.878136, Top1T: 66.719528Best acc: 66.878136 Train:epoch: 51, loss@min: 0.950966, loss@max: 1.357524, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.442805, LT: 1.436803, Top1S: 66.878136, Top1T: 66.640228 Train:epoch: 52, loss@min: 0.948613, loss@max: 1.365231, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.444592, LT: 1.438820, Top1S: 66.878136, Top1T: 66.745964 Train:epoch: 53, loss@min: 0.944406, loss@max: 1.355129, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.446265, LT: 1.440984, Top1S: 66.878136, Top1T: 66.798836 Train:epoch: 54, loss@min: 0.950390, loss@max: 1.352146, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.447593, LT: 1.442970, Top1S: 67.036743, Top1T: 66.798836Best acc: 67.036743 Train:epoch: 55, loss@min: 0.952863, loss@max: 1.360121, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.448417, LT: 1.444688, Top1S: 67.010307, Top1T: 66.798836 Train:epoch: 56, loss@min: 0.962015, loss@max: 1.365202, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.449892, LT: 1.446467, Top1S: 66.931007, Top1T: 66.878136 Train:epoch: 57, loss@min: 0.965708, loss@max: 1.373325, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.451762, LT: 1.448520, Top1S: 66.983871, Top1T: 66.825272 Train:epoch: 58, loss@min: 0.942453, loss@max: 1.359173, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.453827, LT: 1.450806, Top1S: 67.010307, Top1T: 66.878136 Train:epoch: 59, loss@min: 0.949463, loss@max: 1.360415, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.455893, LT: 1.452920, Top1S: 67.010307, Top1T: 66.825272 Train:epoch: 60, loss@min: 0.969021, loss@max: 1.373274, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 60, LS: 1.457658, LT: 1.454744, Top1S: 66.983871, Top1T: 66.798836 Train:epoch: 61, loss@min: 0.941294, loss@max: 1.362891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.459262, LT: 1.456576, Top1S: 67.036743, Top1T: 66.825272 Train:epoch: 62, loss@min: 0.944077, loss@max: 1.357713, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.461026, LT: 1.458225, Top1S: 67.089607, Top1T: 66.745964Best acc: 67.089607 Train:epoch: 63, loss@min: 0.954937, loss@max: 1.368869, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.462488, LT: 1.459399, Top1S: 67.036743, Top1T: 66.825272 Train:epoch: 64, loss@min: 0.949809, loss@max: 1.358785, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.463708, LT: 1.460196, Top1S: 67.010307, Top1T: 66.825272 Train:epoch: 65, loss@min: 0.948743, loss@max: 1.355259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.464660, LT: 1.460832, Top1S: 66.931007, Top1T: 66.851700 Train:epoch: 66, loss@min: 0.949488, loss@max: 1.356201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 1.465216, LT: 1.461367, Top1S: 66.983871, Top1T: 66.931007 Train:epoch: 67, loss@min: 0.955528, loss@max: 1.363440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 1.465453, LT: 1.461401, Top1S: 66.957436, Top1T: 66.851700 Train:epoch: 68, loss@min: 0.948774, loss@max: 1.359634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 1.465780, LT: 1.461673, Top1S: 66.931007, Top1T: 66.851700 Train:epoch: 69, loss@min: 0.942619, loss@max: 1.360625, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 1.465992, LT: 1.462180, Top1S: 66.904572, Top1T: 66.878136 Train:epoch: 70, loss@min: 0.973791, loss@max: 1.387986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 1.466061, LT: 1.462542, Top1S: 66.904572, Top1T: 66.878136 Train:epoch: 71, loss@min: 0.945787, loss@max: 1.358191, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 1.466220, LT: 1.462897, Top1S: 66.851700, Top1T: 66.878136 Train:epoch: 72, loss@min: 0.947416, loss@max: 1.355999, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 1.466352, LT: 1.463331, Top1S: 66.851700, Top1T: 66.904572 Train:epoch: 73, loss@min: 0.963149, loss@max: 1.366338, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 1.466633, LT: 1.463687, Top1S: 66.957436, Top1T: 66.904572 Train:epoch: 74, loss@min: 0.949682, loss@max: 1.354097, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 16:29:33 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326142, loss@max: 1.569206, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.754699, loss@max: 1.554594, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 2.978709, loss@max: 1.462931, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 4, loss@min: 2.793494, loss@max: 1.514280, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.275697, loss@max: 1.451537, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.109264, loss@max: 1.487512, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.037331, loss@max: 1.524356, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.666586, loss@max: 1.478751, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.273660, loss@max: 1.416207, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.372035, loss@max: 1.485351, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.376602, loss@max: 1.502856, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.216609, loss@max: 1.491737, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.055531, loss@max: 1.440178, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.989844, loss@max: 1.421788, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 15, loss@min: 1.090264, loss@max: 1.430413, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.025708, loss@max: 1.406578, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.040094, loss@max: 1.371264, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.016193, loss@max: 1.375103, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.947005, loss@max: 1.334839, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.030632, loss@max: 1.354028, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.948637, loss@max: 1.315946, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.947742, loss@max: 1.301515, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.968275, loss@max: 1.311268, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 1.026466, loss@max: 1.338410, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.943786, loss@max: 1.298534, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.967573, loss@max: 1.315540, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.991120, loss@max: 1.325594, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.993002, loss@max: 1.320447, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.020759, loss@max: 1.346907, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.952096, loss@max: 1.311242, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.991944, loss@max: 1.328418, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.943630, loss@max: 1.306604, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.947408, loss@max: 1.310181, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.961668, loss@max: 1.322022, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.967160, loss@max: 1.325858, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.985548, loss@max: 1.330085, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.963073, loss@max: 1.322773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.948955, loss@max: 1.322816, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.950362, loss@max: 1.331718, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.939941, loss@max: 1.332621, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.948589, loss@max: 1.335202, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.961088, loss@max: 1.344769, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.952673, loss@max: 1.332861, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.953353, loss@max: 1.344036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.004935, loss@max: 1.367540, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.946740, loss@max: 1.341192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.022190, loss@max: 1.386649, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.943563, loss@max: 1.344987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.939743, loss@max: 1.352074, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.941212, loss@max: 1.351710, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.453242, LT: 1.448646, Top1S: 66.904572, Top1T: 66.745964Best acc: 66.904572 Train:epoch: 51, loss@min: 0.949347, loss@max: 1.357301, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.456108, LT: 1.451660, Top1S: 66.957436, Top1T: 66.825272Best acc: 66.957436 Train:epoch: 52, loss@min: 0.947375, loss@max: 1.364717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.458336, LT: 1.454197, Top1S: 67.010307, Top1T: 66.851700Best acc: 67.010307 Train:epoch: 53, loss@min: 0.942542, loss@max: 1.355345, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.460430, LT: 1.456901, Top1S: 67.116043, Top1T: 66.904572Best acc: 67.116043 Train:epoch: 54, loss@min: 0.950297, loss@max: 1.351295, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.462103, LT: 1.459363, Top1S: 67.063171, Top1T: 66.904572 Train:epoch: 55, loss@min: 0.952426, loss@max: 1.360330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.463236, LT: 1.461516, Top1S: 67.089607, Top1T: 66.878136 Train:epoch: 56, loss@min: 0.960597, loss@max: 1.365110, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.464989, LT: 1.463642, Top1S: 67.089607, Top1T: 66.878136 Train:epoch: 57, loss@min: 0.963276, loss@max: 1.373018, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.467061, LT: 1.465919, Top1S: 66.983871, Top1T: 66.745964 Train:epoch: 58, loss@min: 0.940681, loss@max: 1.359471, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.469293, LT: 1.468373, Top1S: 66.931007, Top1T: 66.640228 Train:epoch: 59, loss@min: 0.948360, loss@max: 1.361037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.471474, LT: 1.470636, Top1S: 66.957436, Top1T: 66.693100 Train:epoch: 60, loss@min: 0.966384, loss@max: 1.372887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.473306, LT: 1.472624, Top1S: 67.010307, Top1T: 66.772400 Train:epoch: 61, loss@min: 0.940574, loss@max: 1.362225, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.474990, LT: 1.474630, Top1S: 66.931007, Top1T: 66.798836 Train:epoch: 62, loss@min: 0.942585, loss@max: 1.357734, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.476868, LT: 1.476455, Top1S: 66.878136, Top1T: 66.719528 Train:epoch: 63, loss@min: 0.952775, loss@max: 1.368523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.478464, LT: 1.477823, Top1S: 66.825272, Top1T: 66.666664 Train:epoch: 64, loss@min: 0.948178, loss@max: 1.358847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.479835, LT: 1.478825, Top1S: 66.825272, Top1T: 66.693100 Train:epoch: 65, loss@min: 0.947538, loss@max: 1.355337, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.480940, LT: 1.479712, Top1S: 66.825272, Top1T: 66.719528 Train:epoch: 66, loss@min: 0.948295, loss@max: 1.356299, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 16:44:06 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326304, loss@max: 1.569233, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.753786, loss@max: 1.554382, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 2.978145, loss@max: 1.462828, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 4, loss@min: 2.791888, loss@max: 1.513931, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.273766, loss@max: 1.451124, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.106340, loss@max: 1.486743, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.033872, loss@max: 1.523398, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.664114, loss@max: 1.477960, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.273390, loss@max: 1.415723, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.370526, loss@max: 1.484435, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.374290, loss@max: 1.501773, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.214511, loss@max: 1.490831, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.054400, loss@max: 1.439721, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.987315, loss@max: 1.420697, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.087433, loss@max: 1.429280, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.022071, loss@max: 1.405103, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.038047, loss@max: 1.370343, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.013758, loss@max: 1.373914, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.945077, loss@max: 1.333841, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.029062, loss@max: 1.352984, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.947059, loss@max: 1.315352, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.945803, loss@max: 1.300935, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.967462, loss@max: 1.310987, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 1.025953, loss@max: 1.337893, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.942839, loss@max: 1.298127, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.966891, loss@max: 1.315114, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.989229, loss@max: 1.324872, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.989904, loss@max: 1.319537, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.018141, loss@max: 1.345964, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.950330, loss@max: 1.310391, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 31, loss@min: 0.989739, loss@max: 1.327191, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.942736, loss@max: 1.306240, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.946330, loss@max: 1.309827, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 0.959377, loss@max: 1.320778, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 35, loss@min: 0.965883, loss@max: 1.325773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.984080, loss@max: 1.329687, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 37, loss@min: 0.961471, loss@max: 1.322328, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.947591, loss@max: 1.322750, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.948711, loss@max: 1.332149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.938550, loss@max: 1.332833, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.947540, loss@max: 1.335421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.958876, loss@max: 1.344650, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.951024, loss@max: 1.332773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.953429, loss@max: 1.344450, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 1.003941, loss@max: 1.367650, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 46, loss@min: 0.945905, loss@max: 1.341066, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 1.019633, loss@max: 1.385977, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 48, loss@min: 0.942198, loss@max: 1.344914, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.938323, loss@max: 1.352459, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.939571, loss@max: 1.352182, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.465913, LT: 1.463206, Top1S: 66.878136, Top1T: 66.693100Best acc: 66.878136 Train:epoch: 51, loss@min: 0.948110, loss@max: 1.357454, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.469183, LT: 1.466738, Top1S: 66.904572, Top1T: 66.666664Best acc: 66.904572 Train:epoch: 52, loss@min: 0.946373, loss@max: 1.364614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.471788, LT: 1.469740, Top1S: 66.878136, Top1T: 66.640228 Train:epoch: 53, loss@min: 0.940822, loss@max: 1.355859, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.474252, LT: 1.472930, Top1S: 66.878136, Top1T: 66.640228 Train:epoch: 54, loss@min: 0.950259, loss@max: 1.350667, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.476210, LT: 1.475804, Top1S: 66.931007, Top1T: 66.666664Best acc: 66.931007 Train:epoch: 55, loss@min: 0.952372, loss@max: 1.360825, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.477594, LT: 1.478328, Top1S: 66.904572, Top1T: 66.587364 Train:epoch: 56, loss@min: 0.959567, loss@max: 1.365479, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.479556, LT: 1.480732, Top1S: 66.878136, Top1T: 66.640228 Train:epoch: 57, loss@min: 0.961810, loss@max: 1.373055, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.481770, LT: 1.483181, Top1S: 66.851700, Top1T: 66.560928 Train:epoch: 58, loss@min: 0.939111, loss@max: 1.359931, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.484131, LT: 1.485757, Top1S: 66.851700, Top1T: 66.481628 Train:epoch: 59, loss@min: 0.947324, loss@max: 1.362046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.486404, LT: 1.488136, Top1S: 66.772400, Top1T: 66.481628 Train:epoch: 60, loss@min: 0.963891, loss@max: 1.372687, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 50} ------------------------------------------- Fri Jan 19 16:54:02 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.157987, loss@max: 1.519863, Top1S acc: 100.000000, Top1T acc: 59.900990 Train:epoch: 2, loss@min: 3.697383, loss@max: 1.532357, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 3.128088, loss@max: 1.499106, Top1S acc: 100.000000, Top1T acc: 70.792076 Train:epoch: 4, loss@min: 2.943507, loss@max: 1.560792, Top1S acc: 100.000000, Top1T acc: 68.811882 Train:epoch: 5, loss@min: 2.423820, loss@max: 1.518163, Top1S acc: 100.000000, Top1T acc: 77.227722 Train:epoch: 6, loss@min: 2.226410, loss@max: 1.542291, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 7, loss@min: 1.950911, loss@max: 1.544601, Top1S acc: 100.000000, Top1T acc: 84.653465 Train:epoch: 8, loss@min: 1.830003, loss@max: 1.560461, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 9, loss@min: 1.659670, loss@max: 1.571081, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 10, loss@min: 1.460453, loss@max: 1.541564, Top1S acc: 100.000000, Top1T acc: 91.584160 Train:epoch: 11, loss@min: 1.325232, loss@max: 1.523235, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.311895, loss@max: 1.541633, Top1S acc: 100.000000, Top1T acc: 94.554451 Train:epoch: 13, loss@min: 1.175149, loss@max: 1.503380, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 14, loss@min: 1.156304, loss@max: 1.498803, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 15, loss@min: 1.140685, loss@max: 1.492322, Top1S acc: 100.000000, Top1T acc: 97.524750 Train:epoch: 16, loss@min: 1.131948, loss@max: 1.481268, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 17, loss@min: 1.146307, loss@max: 1.467191, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 18, loss@min: 1.039389, loss@max: 1.428454, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 1.168864, loss@max: 1.443463, Top1S acc: 100.000000, Top1T acc: 96.534653 Train:epoch: 20, loss@min: 1.029947, loss@max: 1.391226, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 1.055731, loss@max: 1.387880, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 22, loss@min: 1.014000, loss@max: 1.363524, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.005772, loss@max: 1.349404, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.049930, loss@max: 1.347475, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 25, loss@min: 0.998185, loss@max: 1.320845, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 26, loss@min: 1.032955, loss@max: 1.338572, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 27, loss@min: 1.033906, loss@max: 1.337784, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 28, loss@min: 1.005620, loss@max: 1.331653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.984488, loss@max: 1.318723, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.001311, loss@max: 1.328740, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 31, loss@min: 1.008359, loss@max: 1.337436, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.984634, loss@max: 1.332876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.985752, loss@max: 1.334524, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 34, loss@min: 0.997496, loss@max: 1.345639, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 35, loss@min: 0.996630, loss@max: 1.347832, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 36, loss@min: 0.973331, loss@max: 1.338208, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 37, loss@min: 0.971051, loss@max: 1.343812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.994394, loss@max: 1.353841, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 39, loss@min: 0.992854, loss@max: 1.370907, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.959893, loss@max: 1.349871, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.957016, loss@max: 1.354963, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.972135, loss@max: 1.360332, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 43, loss@min: 0.953750, loss@max: 1.358654, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.949776, loss@max: 1.353670, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.960717, loss@max: 1.363876, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.960481, loss@max: 1.361201, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.951187, loss@max: 1.353471, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.949849, loss@max: 1.363577, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.957713, loss@max: 1.365355, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.963285, loss@max: 1.373469, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.235741, LT: 1.225802, Top1S: 70.658203, Top1T: 70.843246Best acc: 70.843246 Train:epoch: 51, loss@min: 0.966031, loss@max: 1.375270, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 51, LS: 1.236453, LT: 1.226777, Top1S: 70.658203, Top1T: 70.843246 Train:epoch: 52, loss@min: 0.952594, loss@max: 1.367828, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.236832, LT: 1.227142, Top1S: 70.658203, Top1T: 70.896111Best acc: 70.896111 Train:epoch: 53, loss@min: 0.959302, loss@max: 1.365343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.237215, LT: 1.227570, Top1S: 70.684639, Top1T: 70.896111 Train:epoch: 54, loss@min: 0.951267, loss@max: 1.358992, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.237897, LT: 1.228310, Top1S: 70.737503, Top1T: 70.843246 Train:epoch: 55, loss@min: 0.954097, loss@max: 1.365326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.238773, LT: 1.229196, Top1S: 70.763939, Top1T: 70.816811 Train:epoch: 56, loss@min: 0.962752, loss@max: 1.369179, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.239681, LT: 1.230050, Top1S: 70.869675, Top1T: 70.869675 Train:epoch: 57, loss@min: 0.948430, loss@max: 1.358790, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.240799, LT: 1.231103, Top1S: 70.737503, Top1T: 70.790375 Train:epoch: 58, loss@min: 0.945208, loss@max: 1.360421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.242107, LT: 1.232186, Top1S: 70.711075, Top1T: 70.843246 Train:epoch: 59, loss@min: 0.949406, loss@max: 1.361381, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.243181, LT: 1.233035, Top1S: 70.711075, Top1T: 70.763939 Train:epoch: 60, loss@min: 0.956053, loss@max: 1.367902, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.244361, LT: 1.233958, Top1S: 70.711075, Top1T: 70.790375 Train:epoch: 61, loss@min: 0.952255, loss@max: 1.364699, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.245342, LT: 1.234758, Top1S: 70.737503, Top1T: 70.763939 Train:epoch: 62, loss@min: 0.957671, loss@max: 1.362861, Top1S acc: 100.000000, Top1T acc: 99.504951{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 40} ------------------------------------------- Fri Jan 19 17:08:16 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.157949, loss@max: 1.519852, Top1S acc: 100.000000, Top1T acc: 59.900990 Train:epoch: 2, loss@min: 3.697423, loss@max: 1.532366, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 3.128095, loss@max: 1.499108, Top1S acc: 100.000000, Top1T acc: 70.792076 Train:epoch: 4, loss@min: 2.943476, loss@max: 1.560783, Top1S acc: 100.000000, Top1T acc: 68.811882 Train:epoch: 5, loss@min: 2.423774, loss@max: 1.518151, Top1S acc: 100.000000, Top1T acc: 77.227722 Train:epoch: 6, loss@min: 2.226352, loss@max: 1.542278, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 7, loss@min: 1.950836, loss@max: 1.544582, Top1S acc: 100.000000, Top1T acc: 84.653465 Train:epoch: 8, loss@min: 1.829944, loss@max: 1.560444, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 9, loss@min: 1.659673, loss@max: 1.571082, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 10, loss@min: 1.460473, loss@max: 1.541569, Top1S acc: 100.000000, Top1T acc: 91.584160 Train:epoch: 11, loss@min: 1.325240, loss@max: 1.523240, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.311897, loss@max: 1.541631, Top1S acc: 100.000000, Top1T acc: 94.554451 Train:epoch: 13, loss@min: 1.175134, loss@max: 1.503377, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 14, loss@min: 1.156304, loss@max: 1.498806, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 15, loss@min: 1.140685, loss@max: 1.492325, Top1S acc: 100.000000, Top1T acc: 97.524750 Train:epoch: 16, loss@min: 1.131953, loss@max: 1.481269, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 17, loss@min: 1.146313, loss@max: 1.467195, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 18, loss@min: 1.039374, loss@max: 1.428444, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 1.168893, loss@max: 1.443470, Top1S acc: 100.000000, Top1T acc: 96.534653 Train:epoch: 20, loss@min: 1.029952, loss@max: 1.391226, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 1.055724, loss@max: 1.387879, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 22, loss@min: 1.014007, loss@max: 1.363525, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.005767, loss@max: 1.349401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.049937, loss@max: 1.347482, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 25, loss@min: 0.998191, loss@max: 1.320848, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 26, loss@min: 1.032961, loss@max: 1.338575, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 27, loss@min: 1.033901, loss@max: 1.337782, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 28, loss@min: 1.005615, loss@max: 1.331653, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.984490, loss@max: 1.318724, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.001313, loss@max: 1.328736, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 31, loss@min: 1.008357, loss@max: 1.337430, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 32, loss@min: 0.984635, loss@max: 1.332873, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.985741, loss@max: 1.334520, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 34, loss@min: 0.997487, loss@max: 1.345634, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 35, loss@min: 0.996627, loss@max: 1.347829, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 36, loss@min: 0.973329, loss@max: 1.338205, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 37, loss@min: 0.971055, loss@max: 1.343812, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.994399, loss@max: 1.353842, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 39, loss@min: 0.992852, loss@max: 1.370902, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.959890, loss@max: 1.349872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 1.216033, LT: 1.205952, Top1S: 70.446732, Top1T: 70.631767Best acc: 70.631767 Train:epoch: 41, loss@min: 0.966633, loss@max: 1.353608, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 41, LS: 1.218278, LT: 1.207955, Top1S: 70.473167, Top1T: 70.605339 Train:epoch: 42, loss@min: 0.973199, loss@max: 1.375043, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 1.220874, LT: 1.210369, Top1S: 70.499603, Top1T: 70.684639Best acc: 70.684639 Train:epoch: 43, loss@min: 0.957219, loss@max: 1.363355, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 1.223278, LT: 1.212766, Top1S: 70.473167, Top1T: 70.631767 Train:epoch: 44, loss@min: 0.952761, loss@max: 1.354248, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 1.225522, LT: 1.215106, Top1S: 70.526031, Top1T: 70.737503Best acc: 70.737503 Train:epoch: 45, loss@min: 0.980377, loss@max: 1.372936, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 45, LS: 1.227844, LT: 1.217575, Top1S: 70.473167, Top1T: 70.816811Best acc: 70.816811 Train:epoch: 46, loss@min: 0.962328, loss@max: 1.369763, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.229962, LT: 1.219886, Top1S: 70.684639, Top1T: 70.763939 Train:epoch: 47, loss@min: 0.955004, loss@max: 1.363969, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.231760, LT: 1.221751, Top1S: 70.843246, Top1T: 70.869675Best acc: 70.869675 Train:epoch: 48, loss@min: 0.949961, loss@max: 1.357601, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 2, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Fri Jan 19 17:17:49 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.158236, loss@max: 1.519921, Top1S acc: 100.000000, Top1T acc: 59.900990 Train:epoch: 2, loss@min: 3.697714, loss@max: 1.532437, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 3.128760, loss@max: 1.499275, Top1S acc: 100.000000, Top1T acc: 70.792076 Train:epoch: 4, loss@min: 2.943523, loss@max: 1.560788, Top1S acc: 100.000000, Top1T acc: 68.811882 Train:epoch: 5, loss@min: 2.424262, loss@max: 1.518243, Top1S acc: 100.000000, Top1T acc: 77.227722 Train:epoch: 6, loss@min: 2.226556, loss@max: 1.542286, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 7, loss@min: 1.950959, loss@max: 1.544581, Top1S acc: 100.000000, Top1T acc: 84.653465 Train:epoch: 8, loss@min: 1.829819, loss@max: 1.560379, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 9, loss@min: 1.659699, loss@max: 1.571060, Top1S acc: 100.000000, Top1T acc: 91.089104 Train:epoch: 10, loss@min: 1.460294, loss@max: 1.541517, Top1S acc: 100.000000, Top1T acc: 91.584160 Train:epoch: 11, loss@min: 1.325211, loss@max: 1.523227, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.311893, loss@max: 1.541626, Top1S acc: 100.000000, Top1T acc: 94.554451 Train:epoch: 13, loss@min: 1.175092, loss@max: 1.503363, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 14, loss@min: 1.156424, loss@max: 1.498861, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 15, loss@min: 1.140770, loss@max: 1.492375, Top1S acc: 100.000000, Top1T acc: 97.524750 Train:epoch: 16, loss@min: 1.132049, loss@max: 1.481309, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 17, loss@min: 1.146335, loss@max: 1.467212, Top1S acc: 100.000000, Top1T acc: 97.029701 Train:epoch: 18, loss@min: 1.039374, loss@max: 1.428460, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 1.169060, loss@max: 1.443539, Top1S acc: 100.000000, Top1T acc: 96.534653 Train:epoch: 20, loss@min: 1.029932, loss@max: 1.391262, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 1.055717, loss@max: 1.387936, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 22, loss@min: 1.013999, loss@max: 1.363551, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 23, loss@min: 1.005781, loss@max: 1.349428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 24, loss@min: 1.049966, loss@max: 1.347502, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 25, loss@min: 0.998262, loss@max: 1.320887, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 26, loss@min: 1.032991, loss@max: 1.338573, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 27, loss@min: 1.033954, loss@max: 1.337812, Top1S acc: 100.000000, Top1T acc: 99.504951 Train:epoch: 28, loss@min: 1.005613, loss@max: 1.331681, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.984458, loss@max: 1.318694, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.001287, loss@max: 1.328730, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 30, LS: 1.201233, LT: 1.191575, Top1S: 69.733009, Top1T: 69.653709Best acc: 69.733009 Train:epoch: 31, loss@min: 1.000771, loss@max: 1.330795, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 31, LS: 1.201865, LT: 1.192348, Top1S: 69.733009, Top1T: 69.891617Best acc: 69.891617 Train:epoch: 32, loss@min: 1.016630, loss@max: 1.344264, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 32, LS: 1.202181, LT: 1.192752, Top1S: 69.812317, Top1T: 70.155960Best acc: 70.155960 Train:epoch: 33, loss@min: 0.987748, loss@max: 1.339860, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 33, LS: 1.202912, LT: 1.193671, Top1S: 70.023788, Top1T: 70.340996Best acc: 70.340996 Train:epoch: 34, loss@min: 1.002390, loss@max: 1.344497, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 34, LS: 1.202188, LT: 1.193467, Top1S: 70.261696, Top1T: 70.393867Best acc: 70.393867 Train:epoch: 35, loss@min: 0.976576, loss@max: 1.335770, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 1.201213, LT: 1.193114, Top1S: 70.314560, Top1T: 70.393867 Train:epoch: 36, loss@min: 0.966779, loss@max: 1.340712, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 1.200562, LT: 1.192859, Top1S: 70.499603, Top1T: 70.446732Best acc: 70.499603 Train:epoch: 37, loss@min: 1.011702, loss@max: 1.353912, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 37, LS: 1.200432, LT: 1.192904, Top1S: 70.473167, Top1T: 70.367432 Train:epoch: 38, loss@min: 0.969763, loss@max: 1.349634, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 1.199739, LT: 1.192213, Top1S: 70.552467, Top1T: 70.446732Best acc: 70.552467 Train:epoch: 39, loss@min: 0.961624, loss@max: 1.347755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 1.199452, LT: 1.191733, Top1S: 70.658203, Top1T: 70.552467Best acc: 70.658203 Train:epoch: 40, loss@min: 0.972168, loss@max: 1.353498, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 40, LS: 1.199801, LT: 1.191705, Top1S: 70.737503, Top1T: 70.684639Best acc: 70.737503 Train:epoch: 41, loss@min: 0.968778, loss@max: 1.363026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 1.200680, LT: 1.191939, Top1S: 70.843246, Top1T: 70.658203Best acc: 70.843246 Train:epoch: 42, loss@min: 0.968977, loss@max: 1.370357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 1.201938, LT: 1.192453, Top1S: 70.790375, Top1T: 70.631767 Train:epoch: 43, loss@min: 0.964503, loss@max: 1.368491, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 1.203694, LT: 1.193629, Top1S: 70.843246, Top1T: 70.790375 Train:epoch: 44, loss@min: 0.971095, loss@max: 1.370766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 1.205394, LT: 1.194868, Top1S: 70.763939, Top1T: 70.816811 Train:epoch: 45, loss@min: 0.973831, loss@max: 1.373695, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 1.207344, LT: 1.196551, Top1S: 70.763939, Top1T: 70.763939 Train:epoch: 46, loss@min: 0.951733, loss@max: 1.351948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.209342, LT: 1.198372, Top1S: 70.658203, Top1T: 70.816811 Train:epoch: 47, loss@min: 0.954116, loss@max: 1.356906, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.211407, LT: 1.200343, Top1S: 70.631767, Top1T: 70.948982Best acc: 70.948982 Train:epoch: 48, loss@min: 0.952040, loss@max: 1.358657, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 1.213673, LT: 1.202464, Top1S: 70.658203, Top1T: 70.948982 Train:epoch: 49, loss@min: 0.968132, loss@max: 1.368754, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 49, LS: 1.216112, LT: 1.204613, Top1S: 70.578903, Top1T: 71.054718Best acc: 71.054718 Train:epoch: 50, loss@min: 0.948182, loss@max: 1.361239, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.218386, LT: 1.206660, Top1S: 70.658203, Top1T: 71.081146Best acc: 71.081146 Train:epoch: 51, loss@min: 0.945687, loss@max: 1.360887, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.220769, LT: 1.208842, Top1S: 70.684639, Top1T: 71.054718 Train:epoch: 52, loss@min: 0.950594, loss@max: 1.369922, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.223192, LT: 1.211184, Top1S: 70.658203, Top1T: 71.028282 Train:epoch: 53, loss@min: 0.959662, loss@max: 1.372072, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 53, LS: 1.225844, LT: 1.213812, Top1S: 70.658203, Top1T: 70.948982 Train:epoch: 54, loss@min: 0.948881, loss@max: 1.367549, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.228325, LT: 1.216381, Top1S: 70.763939, Top1T: 70.948982 Train:epoch: 55, loss@min: 0.953589, loss@max: 1.363858, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.230656, LT: 1.218859, Top1S: 70.658203, Top1T: 71.001846 Train:epoch: 56, loss@min: 0.963745, loss@max: 1.369475, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.232363, LT: 1.220805, Top1S: 70.658203, Top1T: 70.922546 Train:epoch: 57, loss@min: 0.958385, loss@max: 1.361985, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.234273, LT: 1.222565, Top1S: 70.763939, Top1T: 70.975410 Train:epoch: 58, loss@min: 0.952926, loss@max: 1.357947, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.236115, LT: 1.224454, Top1S: 70.843246, Top1T: 70.975410 Train:epoch: 59, loss@min: 0.979663, loss@max: 1.373553, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 59, LS: 1.237074, LT: 1.225527, Top1S: 70.896111, Top1T: 70.975410 Train:epoch: 60, loss@min: 0.971530, loss@max: 1.374805, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.237629, LT: 1.226445, Top1S: 70.869675, Top1T: 70.896111 Train:epoch: 61, loss@min: 0.952293, loss@max: 1.364328, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.238239, LT: 1.227285, Top1S: 70.790375, Top1T: 70.975410 Train:epoch: 62, loss@min: 0.963631, loss@max: 1.377296, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 62, LS: 1.239169, LT: 1.228268, Top1S: 70.896111, Top1T: 70.922546 Train:epoch: 63, loss@min: 0.947730, loss@max: 1.363958, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.240056, LT: 1.229283, Top1S: 71.001846, Top1T: 70.869675 Train:epoch: 64, loss@min: 0.954004, loss@max: 1.374072, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.241052, LT: 1.230406, Top1S: 71.001846, Top1T: 70.896111 Train:epoch: 65, loss@min: 0.961390, loss@max: 1.375267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.242157, LT: 1.231589, Top1S: 70.922546, Top1T: 70.948982 Train:epoch: 66, loss@min: 0.952052, loss@max: 1.365885, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 1.243653, LT: 1.233028, Top1S: 70.843246, Top1T: 70.948982 Train:epoch: 67, loss@min: 0.962029, loss@max: 1.367819, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 67, LS: 1.245132, LT: 1.234424, Top1S: 70.896111, Top1T: 70.948982 Train:epoch: 68, loss@min: 0.954948, loss@max: 1.365364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 1.246458, LT: 1.235690, Top1S: 70.922546, Top1T: 70.896111 Train:epoch: 69, loss@min: 0.953133, loss@max: 1.360432, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 1.247844, LT: 1.237052, Top1S: 70.922546, Top1T: 70.922546 Train:epoch: 70, loss@min: 0.958096, loss@max: 1.365343, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 1.249080, LT: 1.238293, Top1S: 70.790375, Top1T: 70.948982 Train:epoch: 71, loss@min: 0.978224, loss@max: 1.381617, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 71, LS: 1.249714, LT: 1.238817, Top1S: 70.737503, Top1T: 70.896111 Train:epoch: 72, loss@min: 0.954896, loss@max: 1.359901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 1.250298, LT: 1.239450, Top1S: 70.737503, Top1T: 70.843246 Train:epoch: 73, loss@min: 0.957500, loss@max: 1.373439, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 1.250980, LT: 1.240322, Top1S: 70.737503, Top1T: 70.790375 Train:epoch: 74, loss@min: 0.947277, loss@max: 1.363936, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 1.251498, LT: 1.241142, Top1S: 70.737503, Top1T: 70.737503 Train:epoch: 75, loss@min: 0.949967, loss@max: 1.363979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 1.251887, LT: 1.241805, Top1S: 70.711075, Top1T: 70.711075 Train:epoch: 76, loss@min: 0.959238, loss@max: 1.374994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 1.251961, LT: 1.242223, Top1S: 70.711075, Top1T: 70.763939 Train:epoch: 77, loss@min: 0.953514, loss@max: 1.374100, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 1.251960, LT: 1.242536, Top1S: 70.711075, Top1T: 70.790375 Train:epoch: 78, loss@min: 0.949773, loss@max: 1.366929, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 1.252046, LT: 1.242764, Top1S: 70.737503, Top1T: 70.790375 Train:epoch: 79, loss@min: 0.947803, loss@max: 1.364154, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 1.252373, LT: 1.243012, Top1S: 70.684639, Top1T: 70.790375 Train:epoch: 80, loss@min: 0.971125, loss@max: 1.373644, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 80, LS: 1.252459, LT: 1.242939, Top1S: 70.578903, Top1T: 70.790375 Train:epoch: 81, loss@min: 0.978700, loss@max: 1.380571, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 81, LS: 1.253025, LT: 1.243366, Top1S: 70.631767, Top1T: 70.896111 Train:epoch: 82, loss@min: 0.955848, loss@max: 1.368534, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 1.253326, LT: 1.243644, Top1S: 70.684639, Top1T: 70.896111 Train:epoch: 83, loss@min: 0.949192, loss@max: 1.362194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 1.253660, LT: 1.244072, Top1S: 70.711075, Top1T: 70.896111 Train:epoch: 84, loss@min: 0.947363, loss@max: 1.367746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.254103, LT: 1.244591, Top1S: 70.763939, Top1T: 70.843246 Train:epoch: 85, loss@min: 0.949803, loss@max: 1.376349, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.254505, LT: 1.245102, Top1S: 70.763939, Top1T: 70.869675 Train:epoch: 86, loss@min: 0.946347, loss@max: 1.370494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.255031, LT: 1.245604, Top1S: 70.869675, Top1T: 70.869675 Train:epoch: 87, loss@min: 0.947505, loss@max: 1.366137, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.255750, LT: 1.246258, Top1S: 70.869675, Top1T: 70.869675 Train:epoch: 88, loss@min: 0.950381, loss@max: 1.365115, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.256495, LT: 1.246999, Top1S: 70.869675, Top1T: 70.843246 Train:epoch: 89, loss@min: 0.955415, loss@max: 1.365162, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.257034, LT: 1.247623, Top1S: 70.843246, Top1T: 70.869675 Train:epoch: 90, loss@min: 0.951178, loss@max: 1.363054, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.257567, LT: 1.248263, Top1S: 70.843246, Top1T: 70.843246 Train:epoch: 91, loss@min: 0.957031, loss@max: 1.366704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.258054, LT: 1.248820, Top1S: 70.843246, Top1T: 70.869675 Train:epoch: 92, loss@min: 0.957306, loss@max: 1.370766, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.258516, LT: 1.249409, Top1S: 70.869675, Top1T: 70.763939 Train:epoch: 93, loss@min: 0.951414, loss@max: 1.365192, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.258840, LT: 1.249924, Top1S: 70.843246, Top1T: 70.763939 Train:epoch: 94, loss@min: 0.959867, loss@max: 1.379094, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.258993, LT: 1.250251, Top1S: 70.896111, Top1T: 70.763939 Train:epoch: 95, loss@min: 0.948456, loss@max: 1.367241, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.259170, LT: 1.250661, Top1S: 70.869675, Top1T: 70.737503 Train:epoch: 96, loss@min: 0.950585, loss@max: 1.371893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.259523, LT: 1.251166, Top1S: 70.843246, Top1T: 70.763939 Train:epoch: 97, loss@min: 0.950378, loss@max: 1.374744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.259617, LT: 1.251393, Top1S: 70.896111, Top1T: 70.790375 Train:epoch: 98, loss@min: 0.948369, loss@max: 1.369329, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.259832, LT: 1.251731, Top1S: 70.922546, Top1T: 70.790375 Train:epoch: 99, loss@min: 0.947668, loss@max: 1.362872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.260180, LT: 1.252138, Top1S: 70.948982, Top1T: 70.790375 Train:epoch: 100, loss@min: 0.951005, loss@max: 1.369767, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.260524, LT: 1.252597, Top1S: 70.975410, Top1T: 70.790375 Train:epoch: 101, loss@min: 0.962437, loss@max: 1.371504, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 101, LS: 1.261007, LT: 1.253237, Top1S: 70.948982, Top1T: 70.763939 Train:epoch: 102, loss@min: 0.961933, loss@max: 1.376632, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 1.261405, LT: 1.253683, Top1S: 70.896111, Top1T: 70.763939 Train:epoch: 103, loss@min: 0.957069, loss@max: 1.369117, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.261906, LT: 1.254079, Top1S: 70.896111, Top1T: 70.869675 Train:epoch: 104, loss@min: 0.949142, loss@max: 1.364853, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.262515, LT: 1.254602, Top1S: 70.922546, Top1T: 70.869675 Train:epoch: 105, loss@min: 0.947557, loss@max: 1.363103, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.263070, LT: 1.255062, Top1S: 70.896111, Top1T: 70.922546 Train:epoch: 106, loss@min: 0.950144, loss@max: 1.369033, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.263589, LT: 1.255538, Top1S: 70.896111, Top1T: 70.922546 Train:epoch: 107, loss@min: 0.951155, loss@max: 1.367444, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.264133, LT: 1.256022, Top1S: 70.922546, Top1T: 70.948982 Train:epoch: 108, loss@min: 0.947298, loss@max: 1.361586, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.264653, LT: 1.256537, Top1S: 70.896111, Top1T: 70.922546 Train:epoch: 109, loss@min: 0.952853, loss@max: 1.371977, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.265203, LT: 1.257096, Top1S: 70.922546, Top1T: 70.948982 Train:epoch: 110, loss@min: 0.947273, loss@max: 1.369719, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.265818, LT: 1.257725, Top1S: 70.948982, Top1T: 70.975410 Train:epoch: 111, loss@min: 0.949456, loss@max: 1.366320, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.266293, LT: 1.258225, Top1S: 71.001846, Top1T: 70.975410 Train:epoch: 112, loss@min: 0.959012, loss@max: 1.378912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.266675, LT: 1.258628, Top1S: 71.028282, Top1T: 70.975410 Train:epoch: 113, loss@min: 0.955833, loss@max: 1.367302, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.266850, LT: 1.258922, Top1S: 71.054718, Top1T: 71.001846 Train:epoch: 114, loss@min: 0.954037, loss@max: 1.367937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.266940, LT: 1.259121, Top1S: 71.081146, Top1T: 71.001846 Train:epoch: 115, loss@min: 0.998424, loss@max: 1.384804, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 115, LS: 1.266793, LT: 1.259020, Top1S: 71.081146, Top1T: 70.975410 Train:epoch: 116, loss@min: 0.955030, loss@max: 1.372051, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.266701, LT: 1.258959, Top1S: 71.054718, Top1T: 70.948982 Train:epoch: 117, loss@min: 0.950265, loss@max: 1.368053, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.266589, LT: 1.258858, Top1S: 71.054718, Top1T: 70.948982 Train:epoch: 118, loss@min: 0.947875, loss@max: 1.361894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.266550, LT: 1.258806, Top1S: 71.081146, Top1T: 70.896111 Train:epoch: 119, loss@min: 0.949888, loss@max: 1.366245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.266541, LT: 1.258781, Top1S: 71.107582, Top1T: 70.896111Best acc: 71.107582 Train:epoch: 120, loss@min: 0.945062, loss@max: 1.367587, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 1.266559, LT: 1.258766, Top1S: 71.107582, Top1T: 70.869675 Train:epoch: 121, loss@min: 0.951754, loss@max: 1.365613, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.266581, LT: 1.258773, Top1S: 71.134018, Top1T: 70.869675Best acc: 71.134018 Train:epoch: 122, loss@min: 0.948039, loss@max: 1.366373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.266653, LT: 1.258785, Top1S: 71.107582, Top1T: 70.896111 Train:epoch: 123, loss@min: 0.950124, loss@max: 1.367264, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.266728, LT: 1.258806, Top1S: 71.081146, Top1T: 70.922546 Train:epoch: 124, loss@min: 0.946274, loss@max: 1.369703, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.266822, LT: 1.258863, Top1S: 71.081146, Top1T: 70.896111 Train:epoch: 125, loss@min: 0.956540, loss@max: 1.373367, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 1.266903, LT: 1.258911, Top1S: 71.107582, Top1T: 70.896111 Train:epoch: 126, loss@min: 0.960025, loss@max: 1.369319, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 126, LS: 1.266949, LT: 1.258938, Top1S: 71.107582, Top1T: 70.922546 Train:epoch: 127, loss@min: 0.946507, loss@max: 1.364892, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 1.267000, LT: 1.258987, Top1S: 71.107582, Top1T: 70.896111 Train:epoch: 128, loss@min: 0.947697, loss@max: 1.369315, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.267031, LT: 1.259016, Top1S: 71.107582, Top1T: 70.896111 Train:epoch: 129, loss@min: 0.946583, loss@max: 1.369280, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 1.267060, LT: 1.259051, Top1S: 71.107582, Top1T: 70.896111 Train:epoch: 130, loss@min: 0.949501, loss@max: 1.365877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 1.267085, LT: 1.259093, Top1S: 71.107582, Top1T: 70.896111 Train:epoch: 131, loss@min: 0.949752, loss@max: 1.363996, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.267120, LT: 1.259145, Top1S: 71.081146, Top1T: 70.896111 Train:epoch: 132, loss@min: 0.951195, loss@max: 1.365564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.267157, LT: 1.259206, Top1S: 71.081146, Top1T: 70.896111 Train:epoch: 133, loss@min: 0.951514, loss@max: 1.363125, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.267193, LT: 1.259272, Top1S: 71.081146, Top1T: 70.896111 Train:epoch: 134, loss@min: 0.947285, loss@max: 1.363962, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.267237, LT: 1.259332, Top1S: 71.081146, Top1T: 70.896111 Train:epoch: 135, loss@min: 0.952294, loss@max: 1.368245, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.267288, LT: 1.259394, Top1S: 71.081146, Top1T: 70.896111 Train:epoch: 136, loss@min: 0.947111, loss@max: 1.361986, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 1.267334, LT: 1.259445, Top1S: 71.081146, Top1T: 70.896111 Train:epoch: 137, loss@min: 0.956085, loss@max: 1.370974, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.267379, LT: 1.259490, Top1S: 71.081146, Top1T: 70.896111 Train:epoch: 138, loss@min: 0.948588, loss@max: 1.364923, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 1.267422, LT: 1.259536, Top1S: 71.081146, Top1T: 70.896111 Train:epoch: 139, loss@min: 0.953038, loss@max: 1.373991, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.267446, LT: 1.259566, Top1S: 71.054718, Top1T: 70.896111 Train:epoch: 140, loss@min: 1.037219, loss@max: 1.390609, Top1S acc: 100.000000, Top1T acc: 99.504951 Test:epoch: 140, LS: 1.267487, LT: 1.259610, Top1S: 71.028282, Top1T: 70.896111 Train:epoch: 141, loss@min: 0.955990, loss@max: 1.373739, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.267530, LT: 1.259654, Top1S: 71.028282, Top1T: 70.896111 Train:epoch: 142, loss@min: 0.949161, loss@max: 1.366196, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.267562, LT: 1.259685, Top1S: 71.028282, Top1T: 70.869675 Train:epoch: 143, loss@min: 0.950080, loss@max: 1.367324, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 1.267584, LT: 1.259706, Top1S: 71.028282, Top1T: 70.869675 Train:epoch: 144, loss@min: 0.958987, loss@max: 1.374584, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.267598, LT: 1.259720, Top1S: 71.028282, Top1T: 70.869675 Train:epoch: 145, loss@min: 0.951750, loss@max: 1.368500, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.267607, LT: 1.259728, Top1S: 71.028282, Top1T: 70.869675 Train:epoch: 146, loss@min: 0.950350, loss@max: 1.369249, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.267613, LT: 1.259734, Top1S: 71.028282, Top1T: 70.869675 Train:epoch: 147, loss@min: 0.952081, loss@max: 1.365656, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.267615, LT: 1.259736, Top1S: 71.028282, Top1T: 70.869675 Train:epoch: 148, loss@min: 0.952637, loss@max: 1.368585, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.267617, LT: 1.259738, Top1S: 71.028282, Top1T: 70.869675 Train:epoch: 149, loss@min: 0.956895, loss@max: 1.368059, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 1.267617, LT: 1.259738, Top1S: 71.028282, Top1T: 70.869675 Train:epoch: 150, loss@min: 0.951306, loss@max: 1.366894, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.267617, LT: 1.259738, Top1S: 71.028282, Top1T: 70.869675 ------------------------------------------- Fri Jan 19 18:57:07 2024 ------------------------------------------- {"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Fri Jan 19 20:01:32 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.326132, loss@max: 1.569210, Top1S acc: 100.000000, Top1T acc: 59.405941 Train:epoch: 2, loss@min: 3.754817, loss@max: 1.554631, Top1S acc: 100.000000, Top1T acc: 64.356438 Train:epoch: 3, loss@min: 2.978770, loss@max: 1.462959, Top1S acc: 100.000000, Top1T acc: 73.267326 Train:epoch: 4, loss@min: 2.793536, loss@max: 1.514293, Top1S acc: 100.000000, Top1T acc: 78.217819 Train:epoch: 5, loss@min: 2.275660, loss@max: 1.451529, Top1S acc: 100.000000, Top1T acc: 81.188118 Train:epoch: 6, loss@min: 2.109324, loss@max: 1.487523, Top1S acc: 100.000000, Top1T acc: 84.158417 Train:epoch: 7, loss@min: 2.037294, loss@max: 1.524340, Top1S acc: 100.000000, Top1T acc: 89.108910 Train:epoch: 8, loss@min: 1.666583, loss@max: 1.478747, Top1S acc: 100.000000, Top1T acc: 90.099007 Train:epoch: 9, loss@min: 1.273654, loss@max: 1.416204, Top1S acc: 100.000000, Top1T acc: 96.039604 Train:epoch: 10, loss@min: 1.372045, loss@max: 1.485347, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 11, loss@min: 1.376507, loss@max: 1.502825, Top1S acc: 100.000000, Top1T acc: 94.059402 Train:epoch: 12, loss@min: 1.216593, loss@max: 1.491718, Top1S acc: 100.000000, Top1T acc: 95.049507 Train:epoch: 13, loss@min: 1.055496, loss@max: 1.440149, Top1S acc: 100.000000, Top1T acc: 98.019798 Train:epoch: 14, loss@min: 0.989837, loss@max: 1.421774, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 15, loss@min: 1.090268, loss@max: 1.430401, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 16, loss@min: 1.025743, loss@max: 1.406577, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 17, loss@min: 1.040067, loss@max: 1.371244, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 18, loss@min: 1.016168, loss@max: 1.375094, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 19, loss@min: 0.946999, loss@max: 1.334842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 20, loss@min: 1.030652, loss@max: 1.354040, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 21, loss@min: 0.948625, loss@max: 1.315950, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 22, loss@min: 0.947722, loss@max: 1.301513, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 23, loss@min: 0.968275, loss@max: 1.311272, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 24, loss@min: 1.026454, loss@max: 1.338403, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 25, loss@min: 0.943787, loss@max: 1.298527, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 26, loss@min: 0.967563, loss@max: 1.315530, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 27, loss@min: 0.991128, loss@max: 1.325593, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 28, loss@min: 0.993009, loss@max: 1.320442, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 29, loss@min: 1.020795, loss@max: 1.346930, Top1S acc: 100.000000, Top1T acc: 99.009903 Train:epoch: 30, loss@min: 0.952087, loss@max: 1.311246, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 1.418822, LT: 1.417461, Top1S: 66.323021, Top1T: 66.005814Best acc: 66.323021 Train:epoch: 31, loss@min: 0.969712, loss@max: 1.334046, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 1.419730, LT: 1.418270, Top1S: 66.349457, Top1T: 66.243721Best acc: 66.349457 Train:epoch: 32, loss@min: 0.951012, loss@max: 1.308940, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 1.421078, LT: 1.419565, Top1S: 66.534492, Top1T: 66.243721Best acc: 66.534492 Train:epoch: 33, loss@min: 1.018018, loss@max: 1.339593, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 33, LS: 1.423055, LT: 1.421471, Top1S: 66.428757, Top1T: 66.217285 Train:epoch: 34, loss@min: 0.949743, loss@max: 1.310419, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 34, LS: 1.425062, LT: 1.423568, Top1S: 66.534492, Top1T: 66.481628 Train:epoch: 35, loss@min: 0.993321, loss@max: 1.343580, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 35, LS: 1.426737, LT: 1.425517, Top1S: 66.640228, Top1T: 66.587364Best acc: 66.640228 Train:epoch: 36, loss@min: 0.945410, loss@max: 1.314832, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 1.428631, LT: 1.427747, Top1S: 66.666664, Top1T: 66.560928Best acc: 66.666664 Train:epoch: 37, loss@min: 0.956241, loss@max: 1.327942, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 37, LS: 1.430792, LT: 1.430197, Top1S: 66.745964, Top1T: 66.534492Best acc: 66.745964 Train:epoch: 38, loss@min: 0.950165, loss@max: 1.316494, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 1.433057, LT: 1.432869, Top1S: 66.693100, Top1T: 66.666664 Train:epoch: 39, loss@min: 0.953880, loss@max: 1.318844, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 1.435253, LT: 1.435407, Top1S: 66.693100, Top1T: 66.613792 Train:epoch: 40, loss@min: 0.968638, loss@max: 1.340642, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 1.437947, LT: 1.438180, Top1S: 66.745964, Top1T: 66.613792 Train:epoch: 41, loss@min: 0.963481, loss@max: 1.344498, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 41, LS: 1.440553, LT: 1.440430, Top1S: 66.772400, Top1T: 66.613792Best acc: 66.772400 Train:epoch: 42, loss@min: 0.940756, loss@max: 1.334804, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 1.443226, LT: 1.442587, Top1S: 66.825272, Top1T: 66.613792Best acc: 66.825272 Train:epoch: 43, loss@min: 0.950319, loss@max: 1.344292, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 1.446050, LT: 1.444725, Top1S: 66.825272, Top1T: 66.613792 Train:epoch: 44, loss@min: 0.950470, loss@max: 1.332179, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 44, LS: 1.448956, LT: 1.446728, Top1S: 66.798836, Top1T: 66.455193 Train:epoch: 45, loss@min: 0.945910, loss@max: 1.344749, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 1.452062, LT: 1.449135, Top1S: 66.772400, Top1T: 66.428757 Train:epoch: 46, loss@min: 0.957831, loss@max: 1.357696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.455027, LT: 1.451421, Top1S: 66.693100, Top1T: 66.508057 Train:epoch: 47, loss@min: 0.947507, loss@max: 1.350190, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.458034, LT: 1.454005, Top1S: 66.719528, Top1T: 66.508057 Train:epoch: 48, loss@min: 0.938832, loss@max: 1.346868, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 1.460660, LT: 1.456480, Top1S: 66.666664, Top1T: 66.560928 Train:epoch: 49, loss@min: 0.953696, loss@max: 1.359373, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 1.462749, LT: 1.458591, Top1S: 66.693100, Top1T: 66.613792 Train:epoch: 50, loss@min: 0.939727, loss@max: 1.346755, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 1.464482, LT: 1.460611, Top1S: 66.613792, Top1T: 66.613792 Train:epoch: 51, loss@min: 0.948922, loss@max: 1.365721, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.465968, LT: 1.462704, Top1S: 66.587364, Top1T: 66.666664 Train:epoch: 52, loss@min: 0.947298, loss@max: 1.357837, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.467549, LT: 1.464961, Top1S: 66.640228, Top1T: 66.719528 Train:epoch: 53, loss@min: 0.943098, loss@max: 1.352370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 53, LS: 1.468875, LT: 1.467048, Top1S: 66.613792, Top1T: 66.745964 Train:epoch: 54, loss@min: 0.941148, loss@max: 1.351334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 1.470187, LT: 1.469017, Top1S: 66.693100, Top1T: 66.666664 Train:epoch: 55, loss@min: 0.948680, loss@max: 1.362452, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.472390, LT: 1.471176, Top1S: 66.745964, Top1T: 66.693100 Train:epoch: 56, loss@min: 0.942419, loss@max: 1.359899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 1.474319, LT: 1.473144, Top1S: 66.772400, Top1T: 66.640228 Train:epoch: 57, loss@min: 0.948460, loss@max: 1.368686, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.476375, LT: 1.474800, Top1S: 66.772400, Top1T: 66.666664 Train:epoch: 58, loss@min: 0.947005, loss@max: 1.351984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 1.478399, LT: 1.476605, Top1S: 66.825272, Top1T: 66.693100 Train:epoch: 59, loss@min: 0.950185, loss@max: 1.355899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.480206, LT: 1.478190, Top1S: 66.772400, Top1T: 66.719528 Train:epoch: 60, loss@min: 0.945856, loss@max: 1.357784, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.481756, LT: 1.479678, Top1S: 66.798836, Top1T: 66.640228 Train:epoch: 61, loss@min: 0.945705, loss@max: 1.352417, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.483189, LT: 1.480851, Top1S: 66.745964, Top1T: 66.613792 Train:epoch: 62, loss@min: 0.941480, loss@max: 1.360179, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.484431, LT: 1.482218, Top1S: 66.798836, Top1T: 66.640228 Train:epoch: 63, loss@min: 0.944155, loss@max: 1.356306, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 1.485350, LT: 1.483557, Top1S: 66.772400, Top1T: 66.666664 Train:epoch: 64, loss@min: 0.948776, loss@max: 1.364485, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 1.485908, LT: 1.484535, Top1S: 66.798836, Top1T: 66.666664 Train:epoch: 65, loss@min: 0.954528, loss@max: 1.363878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.485892, LT: 1.484908, Top1S: 66.772400, Top1T: 66.693100 Train:epoch: 66, loss@min: 0.946022, loss@max: 1.362234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 1.485996, LT: 1.485344, Top1S: 66.719528, Top1T: 66.693100 Train:epoch: 67, loss@min: 0.947674, loss@max: 1.358690, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 1.486332, LT: 1.485570, Top1S: 66.772400, Top1T: 66.745964 Train:epoch: 68, loss@min: 0.949729, loss@max: 1.361357, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 1.486595, LT: 1.485778, Top1S: 66.772400, Top1T: 66.666664 Train:epoch: 69, loss@min: 0.943177, loss@max: 1.360106, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 1.486941, LT: 1.486239, Top1S: 66.772400, Top1T: 66.587364 Train:epoch: 70, loss@min: 0.979959, loss@max: 1.385334, Top1S acc: 100.000000, Top1T acc: 99.009903 Test:epoch: 70, LS: 1.487393, LT: 1.486631, Top1S: 66.745964, Top1T: 66.693100 Train:epoch: 71, loss@min: 0.943899, loss@max: 1.359312, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 4, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Fri Jan 19 20:36:00 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.749770, loss@max: 1.494764, Top1S acc: 100.000000, Top1T acc: 65.234375 Train:epoch: 2, loss@min: 2.893301, loss@max: 1.471571, Top1S acc: 100.000000, Top1T acc: 74.218750 Train:epoch: 3, loss@min: 2.824723, loss@max: 1.583441, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 4, loss@min: 2.586687, loss@max: 1.635444, Top1S acc: 100.000000, Top1T acc: 77.734375 Train:epoch: 5, loss@min: 2.014830, loss@max: 1.560066, Top1S acc: 100.000000, Top1T acc: 80.859375 Train:epoch: 6, loss@min: 1.965035, loss@max: 1.606076, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 7, loss@min: 1.733179, loss@max: 1.574440, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 8, loss@min: 1.730578, loss@max: 1.593847, Top1S acc: 100.000000, Top1T acc: 86.328125 Train:epoch: 9, loss@min: 1.534539, loss@max: 1.539142, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 10, loss@min: 1.478065, loss@max: 1.521252, Top1S acc: 100.000000, Top1T acc: 89.843750 Train:epoch: 11, loss@min: 1.475115, loss@max: 1.509509, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 12, loss@min: 1.233688, loss@max: 1.403707, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 13, loss@min: 1.322909, loss@max: 1.429635, Top1S acc: 100.000000, Top1T acc: 94.921875 Train:epoch: 14, loss@min: 1.257660, loss@max: 1.383375, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 15, loss@min: 1.286023, loss@max: 1.396956, Top1S acc: 100.000000, Top1T acc: 93.359375 Train:epoch: 16, loss@min: 1.233294, loss@max: 1.386527, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 17, loss@min: 1.130459, loss@max: 1.355471, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 18, loss@min: 1.082466, loss@max: 1.326978, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 19, loss@min: 1.096248, loss@max: 1.340234, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 1.172805, loss@max: 1.368431, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 21, loss@min: 1.114275, loss@max: 1.353603, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 22, loss@min: 1.084132, loss@max: 1.353163, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 1.011892, loss@max: 1.336800, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 24, loss@min: 1.039271, loss@max: 1.363372, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 25, loss@min: 1.036533, loss@max: 1.358197, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 1.007765, loss@max: 1.349427, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 27, loss@min: 1.032478, loss@max: 1.363210, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 0.977596, loss@max: 1.342429, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 29, loss@min: 0.982168, loss@max: 1.345465, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 30, loss@min: 0.974558, loss@max: 1.343620, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 30, LS: 1.029640, LT: 1.027038, Top1S: 73.328041, Top1T: 73.222305Best acc: 73.328041 Train:epoch: 31, loss@min: 1.005374, loss@max: 1.356456, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 31, LS: 1.030811, LT: 1.028620, Top1S: 73.301613, Top1T: 73.328041 Train:epoch: 32, loss@min: 0.989885, loss@max: 1.353721, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 32, LS: 1.034104, LT: 1.031923, Top1S: 73.248741, Top1T: 73.328041 Train:epoch: 33, loss@min: 0.983165, loss@max: 1.347376, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 33, LS: 1.037059, LT: 1.034196, Top1S: 73.248741, Top1T: 73.407349Best acc: 73.407349 Train:epoch: 34, loss@min: 0.987973, loss@max: 1.357655, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 34, LS: 1.039548, LT: 1.036407, Top1S: 73.143005, Top1T: 73.460213Best acc: 73.460213 Train:epoch: 35, loss@min: 0.973403, loss@max: 1.353872, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 35, LS: 1.040375, LT: 1.037515, Top1S: 73.486649, Top1T: 73.486649Best acc: 73.486649 Train:epoch: 36, loss@min: 0.972546, loss@max: 1.355709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 1.042659, LT: 1.039879, Top1S: 73.565948, Top1T: 73.645248Best acc: 73.645248 Train:epoch: 37, loss@min: 0.979032, loss@max: 1.354375, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 37, LS: 1.046395, LT: 1.043366, Top1S: 73.565948, Top1T: 73.777420Best acc: 73.777420 Train:epoch: 38, loss@min: 0.977454, loss@max: 1.362976, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 38, LS: 1.051931, LT: 1.048475, Top1S: 73.565948, Top1T: 73.724556 Train:epoch: 39, loss@min: 0.970958, loss@max: 1.358267, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 39, LS: 1.056762, LT: 1.053253, Top1S: 73.565948, Top1T: 73.750984 Train:epoch: 40, loss@min: 0.982347, loss@max: 1.367625, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 40, LS: 1.060292, LT: 1.056730, Top1S: 73.724556, Top1T: 73.909592Best acc: 73.909592 Train:epoch: 41, loss@min: 0.989868, loss@max: 1.366404, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 41, LS: 1.063119, LT: 1.059858, Top1S: 73.777420, Top1T: 73.909592 Train:epoch: 42, loss@min: 0.976709, loss@max: 1.366204, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 42, LS: 1.064627, LT: 1.061064, Top1S: 73.724556, Top1T: 73.962463Best acc: 73.962463 Train:epoch: 43, loss@min: 0.977758, loss@max: 1.364165, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 43, LS: 1.065984, LT: 1.061667, Top1S: 73.724556, Top1T: 73.830292 Train:epoch: 44, loss@min: 0.990154, loss@max: 1.374597, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 44, LS: 1.068430, LT: 1.063587, Top1S: 73.856728, Top1T: 73.909592 Train:epoch: 45, loss@min: 0.968900, loss@max: 1.367635, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 1.071417, LT: 1.066709, Top1S: 73.883156, Top1T: 73.962463 Train:epoch: 46, loss@min: 0.964069, loss@max: 1.367665, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.073280, LT: 1.068791, Top1S: 73.909592, Top1T: 73.936028 Train:epoch: 47, loss@min: 0.963775, loss@max: 1.368424, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.076207, LT: 1.072279, Top1S: 73.883156, Top1T: 73.909592 Train:epoch: 48, loss@min: 0.969098, loss@max: 1.362110, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 48, LS: 1.078451, LT: 1.075077, Top1S: 73.830292, Top1T: 73.856728 Train:epoch: 49, loss@min: 0.975855, loss@max: 1.370531, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 49, LS: 1.082154, LT: 1.079131, Top1S: 73.803856, Top1T: 73.883156 Train:epoch: 50, loss@min: 0.962423, loss@max: 1.367557, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 50, LS: 1.086241, LT: 1.082941, Top1S: 73.883156, Top1T: 73.830292 Train:epoch: 51, loss@min: 0.955160, loss@max: 1.359090, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 1.090343, LT: 1.086379, Top1S: 74.094627, Top1T: 73.909592Best acc: 74.094627 Train:epoch: 52, loss@min: 0.955592, loss@max: 1.369296, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 52, LS: 1.093528, LT: 1.089203, Top1S: 73.962463, Top1T: 73.936028 Train:epoch: 53, loss@min: 0.972371, loss@max: 1.374657, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 53, LS: 1.096304, LT: 1.092296, Top1S: 73.777420, Top1T: 74.015327 Train:epoch: 54, loss@min: 0.960615, loss@max: 1.361964, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 54, LS: 1.099558, LT: 1.095718, Top1S: 74.068199, Top1T: 73.988892 Train:epoch: 55, loss@min: 0.958526, loss@max: 1.368235, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 1.102092, LT: 1.098540, Top1S: 74.094627, Top1T: 73.909592 Train:epoch: 56, loss@min: 0.979630, loss@max: 1.381565, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 56, LS: 1.104378, LT: 1.100876, Top1S: 74.147499, Top1T: 73.883156Best acc: 74.147499 Train:epoch: 57, loss@min: 0.960209, loss@max: 1.370715, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 57, LS: 1.105092, LT: 1.101965, Top1S: 74.147499, Top1T: 73.988892 Train:epoch: 58, loss@min: 0.976699, loss@max: 1.378471, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 58, LS: 1.105756, LT: 1.102606, Top1S: 74.015327, Top1T: 73.909592 Train:epoch: 59, loss@min: 0.959998, loss@max: 1.359765, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 1.106248, LT: 1.102558, Top1S: 73.962463, Top1T: 73.909592 Train:epoch: 60, loss@min: 0.966478, loss@max: 1.369720, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 1.105494, LT: 1.101704, Top1S: 74.041763, Top1T: 73.988892 Train:epoch: 61, loss@min: 0.965364, loss@max: 1.373845, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 1.105149, LT: 1.101746, Top1S: 73.988892, Top1T: 73.962463 Train:epoch: 62, loss@min: 0.971445, loss@max: 1.381250, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 1.105095, LT: 1.102006, Top1S: 73.988892, Top1T: 74.094627 Train:epoch: 63, loss@min: 0.958671, loss@max: 1.376645, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 63, LS: 1.105503, LT: 1.102388, Top1S: 73.883156, Top1T: 73.962463 Train:epoch: 64, loss@min: 0.963434, loss@max: 1.372316, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 64, LS: 1.106317, LT: 1.102926, Top1S: 73.936028, Top1T: 74.015327 Train:epoch: 65, loss@min: 0.957212, loss@max: 1.373655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 1.107190, LT: 1.103240, Top1S: 73.988892, Top1T: 74.041763 Train:epoch: 66, loss@min: 0.981367, loss@max: 1.381044, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 66, LS: 1.108184, LT: 1.103725, Top1S: 73.962463, Top1T: 73.936028 Train:epoch: 67, loss@min: 0.947547, loss@max: 1.370166, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 1.110248, LT: 1.105468, Top1S: 73.962463, Top1T: 73.909592 Train:epoch: 68, loss@min: 0.969228, loss@max: 1.374144, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 68, LS: 1.112141, LT: 1.107670, Top1S: 73.936028, Top1T: 73.936028 Train:epoch: 69, loss@min: 0.961004, loss@max: 1.367679, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 69, LS: 1.114099, LT: 1.110128, Top1S: 73.856728, Top1T: 73.962463 Train:epoch: 70, loss@min: 0.971995, loss@max: 1.378593, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 70, LS: 1.115925, LT: 1.112232, Top1S: 73.988892, Top1T: 74.015327 Train:epoch: 71, loss@min: 0.958104, loss@max: 1.372142, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 1.117293, LT: 1.112813, Top1S: 74.015327, Top1T: 74.068199 Train:epoch: 72, loss@min: 0.952761, loss@max: 1.370220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 1.117698, LT: 1.113426, Top1S: 74.041763, Top1T: 74.015327 Train:epoch: 73, loss@min: 0.969647, loss@max: 1.378086, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 73, LS: 1.118010, LT: 1.114101, Top1S: 74.121063, Top1T: 73.988892 Train:epoch: 74, loss@min: 0.950750, loss@max: 1.370684, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 1.117672, LT: 1.113872, Top1S: 74.253235, Top1T: 74.068199Best acc: 74.253235 Train:epoch: 75, loss@min: 0.958639, loss@max: 1.368052, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 1.118115, LT: 1.113931, Top1S: 74.226799, Top1T: 74.147499 Train:epoch: 76, loss@min: 0.962526, loss@max: 1.371957, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 1.117619, LT: 1.113586, Top1S: 74.200363, Top1T: 74.279671Best acc: 74.279671 Train:epoch: 77, loss@min: 0.962354, loss@max: 1.368421, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 1.117549, LT: 1.113988, Top1S: 74.173935, Top1T: 74.226799 Train:epoch: 78, loss@min: 0.956986, loss@max: 1.374031, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 1.119109, LT: 1.115682, Top1S: 74.226799, Top1T: 74.226799 Train:epoch: 79, loss@min: 0.949901, loss@max: 1.376323, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 1.121258, LT: 1.117673, Top1S: 74.358971, Top1T: 74.226799Best acc: 74.358971 Train:epoch: 80, loss@min: 0.951945, loss@max: 1.370369, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 1.123153, LT: 1.119292, Top1S: 74.438271, Top1T: 74.358971Best acc: 74.438271 Train:epoch: 81, loss@min: 0.951550, loss@max: 1.366503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 1.124931, LT: 1.120603, Top1S: 74.358971, Top1T: 74.491142Best acc: 74.491142 Train:epoch: 82, loss@min: 0.972113, loss@max: 1.371315, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 1.125130, LT: 1.121393, Top1S: 74.332535, Top1T: 74.464706 Train:epoch: 83, loss@min: 0.958047, loss@max: 1.369170, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 83, LS: 1.125171, LT: 1.122038, Top1S: 74.358971, Top1T: 74.464706 Train:epoch: 84, loss@min: 0.955588, loss@max: 1.372914, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 1.125550, LT: 1.122539, Top1S: 74.332535, Top1T: 74.438271 Train:epoch: 85, loss@min: 0.957542, loss@max: 1.378701, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.125963, LT: 1.122610, Top1S: 74.358971, Top1T: 74.411842 Train:epoch: 86, loss@min: 0.954668, loss@max: 1.374201, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 1.126039, LT: 1.122511, Top1S: 74.306107, Top1T: 74.358971 Train:epoch: 87, loss@min: 0.946644, loss@max: 1.370709, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 1.125629, LT: 1.121583, Top1S: 74.279671, Top1T: 74.358971 Train:epoch: 88, loss@min: 0.965480, loss@max: 1.378520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.125847, LT: 1.120847, Top1S: 74.279671, Top1T: 74.385406 Train:epoch: 89, loss@min: 0.950604, loss@max: 1.364717, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.125928, LT: 1.120530, Top1S: 74.226799, Top1T: 74.358971 Train:epoch: 90, loss@min: 0.956216, loss@max: 1.365877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.125700, LT: 1.120678, Top1S: 74.173935, Top1T: 74.385406 Train:epoch: 91, loss@min: 0.956278, loss@max: 1.371482, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 1.125402, LT: 1.121523, Top1S: 74.253235, Top1T: 74.332535 Train:epoch: 92, loss@min: 0.969010, loss@max: 1.380348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 1.125209, LT: 1.122342, Top1S: 74.358971, Top1T: 74.411842 Train:epoch: 93, loss@min: 0.943163, loss@max: 1.370489, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 1.125815, LT: 1.122945, Top1S: 74.306107, Top1T: 74.411842 Train:epoch: 94, loss@min: 0.952110, loss@max: 1.379326, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 1.126925, LT: 1.123488, Top1S: 74.253235, Top1T: 74.358971 Train:epoch: 95, loss@min: 0.952423, loss@max: 1.374255, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.128832, LT: 1.124591, Top1S: 74.253235, Top1T: 74.332535 Train:epoch: 96, loss@min: 0.962760, loss@max: 1.376912, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 1.130283, LT: 1.125603, Top1S: 74.226799, Top1T: 74.358971 Train:epoch: 97, loss@min: 0.957396, loss@max: 1.365208, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 97, LS: 1.131261, LT: 1.126986, Top1S: 74.226799, Top1T: 74.306107 Train:epoch: 98, loss@min: 0.954876, loss@max: 1.368927, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.131929, LT: 1.128234, Top1S: 74.173935, Top1T: 74.306107 Train:epoch: 99, loss@min: 0.952339, loss@max: 1.375544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.132690, LT: 1.129275, Top1S: 74.068199, Top1T: 74.358971 Train:epoch: 100, loss@min: 0.951056, loss@max: 1.367135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 1.133496, LT: 1.130066, Top1S: 74.094627, Top1T: 74.306107 Train:epoch: 101, loss@min: 0.949070, loss@max: 1.369122, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.134613, LT: 1.130910, Top1S: 74.094627, Top1T: 74.332535 Train:epoch: 102, loss@min: 0.954814, loss@max: 1.375681, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 1.135101, LT: 1.130983, Top1S: 74.121063, Top1T: 74.358971 Train:epoch: 103, loss@min: 0.952570, loss@max: 1.370954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 1.135822, LT: 1.131401, Top1S: 74.226799, Top1T: 74.226799 Train:epoch: 104, loss@min: 0.957996, loss@max: 1.367711, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.136991, LT: 1.132592, Top1S: 74.226799, Top1T: 74.253235 Train:epoch: 105, loss@min: 0.960132, loss@max: 1.362149, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.138337, LT: 1.134336, Top1S: 74.279671, Top1T: 74.173935 Train:epoch: 106, loss@min: 0.952486, loss@max: 1.371655, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.139455, LT: 1.135851, Top1S: 74.200363, Top1T: 74.094627 Train:epoch: 107, loss@min: 0.953778, loss@max: 1.368683, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.140736, LT: 1.137278, Top1S: 74.173935, Top1T: 74.068199 Train:epoch: 108, loss@min: 0.945340, loss@max: 1.370512, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 1.142083, LT: 1.138490, Top1S: 74.147499, Top1T: 74.147499 Train:epoch: 109, loss@min: 0.949206, loss@max: 1.362813, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 1.142920, LT: 1.139319, Top1S: 74.200363, Top1T: 74.094627 Train:epoch: 110, loss@min: 0.965086, loss@max: 1.375723, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 110, LS: 1.143722, LT: 1.140088, Top1S: 74.121063, Top1T: 74.147499 Train:epoch: 111, loss@min: 0.966101, loss@max: 1.375778, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 111, LS: 1.144595, LT: 1.140887, Top1S: 74.173935, Top1T: 74.147499 Train:epoch: 112, loss@min: 0.957378, loss@max: 1.372313, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.145145, LT: 1.141477, Top1S: 74.253235, Top1T: 74.200363 Train:epoch: 113, loss@min: 0.969259, loss@max: 1.373853, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 113, LS: 1.145486, LT: 1.141859, Top1S: 74.279671, Top1T: 74.253235 Train:epoch: 114, loss@min: 0.954630, loss@max: 1.371816, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.145986, LT: 1.142080, Top1S: 74.306107, Top1T: 74.279671 Train:epoch: 115, loss@min: 0.966644, loss@max: 1.372393, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 115, LS: 1.146337, LT: 1.142206, Top1S: 74.253235, Top1T: 74.332535 Train:epoch: 116, loss@min: 0.948528, loss@max: 1.366516, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.146468, LT: 1.142190, Top1S: 74.226799, Top1T: 74.332535 Train:epoch: 117, loss@min: 0.952812, loss@max: 1.366563, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.146548, LT: 1.142231, Top1S: 74.226799, Top1T: 74.332535 Train:epoch: 118, loss@min: 0.950526, loss@max: 1.360984, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.146826, LT: 1.142499, Top1S: 74.173935, Top1T: 74.358971 Train:epoch: 119, loss@min: 0.951365, loss@max: 1.366013, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.146939, LT: 1.142749, Top1S: 74.173935, Top1T: 74.358971 Train:epoch: 120, loss@min: 0.960587, loss@max: 1.370471, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 120, LS: 1.147022, LT: 1.143044, Top1S: 74.200363, Top1T: 74.358971 Train:epoch: 121, loss@min: 0.948462, loss@max: 1.364863, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 1.147067, LT: 1.143378, Top1S: 74.253235, Top1T: 74.332535 Train:epoch: 122, loss@min: 0.947665, loss@max: 1.370911, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 1.147142, LT: 1.143659, Top1S: 74.279671, Top1T: 74.332535 Train:epoch: 123, loss@min: 0.945471, loss@max: 1.367909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.147344, LT: 1.144043, Top1S: 74.306107, Top1T: 74.332535{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Fri Jan 19 22:04:51 2024 ------------------------------------------- Train:epoch: 1, loss@min: 3.604574, loss@max: 1.584458, Top1S acc: 100.000000, Top1T acc: 62.109375 Train:epoch: 2, loss@min: 2.651188, loss@max: 1.579431, Top1S acc: 100.000000, Top1T acc: 75.390625 Train:epoch: 3, loss@min: 2.684131, loss@max: 1.701937, Top1S acc: 100.000000, Top1T acc: 72.265625 Train:epoch: 4, loss@min: 2.468893, loss@max: 1.704617, Top1S acc: 100.000000, Top1T acc: 75.390625 Train:epoch: 5, loss@min: 1.861498, loss@max: 1.568369, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 6, loss@min: 1.907552, loss@max: 1.565294, Top1S acc: 100.000000, Top1T acc: 82.812500 Train:epoch: 7, loss@min: 1.803232, loss@max: 1.523981, Top1S acc: 100.000000, Top1T acc: 84.765625 Train:epoch: 8, loss@min: 1.719603, loss@max: 1.485308, Top1S acc: 100.000000, Top1T acc: 86.718750 Train:epoch: 9, loss@min: 1.693546, loss@max: 1.475312, Top1S acc: 100.000000, Top1T acc: 87.890625 Train:epoch: 10, loss@min: 1.546172, loss@max: 1.437116, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 11, loss@min: 1.575358, loss@max: 1.452444, Top1S acc: 100.000000, Top1T acc: 91.796875 Train:epoch: 12, loss@min: 1.439530, loss@max: 1.432836, Top1S acc: 100.000000, Top1T acc: 92.187500 Train:epoch: 13, loss@min: 1.411226, loss@max: 1.424269, Top1S acc: 100.000000, Top1T acc: 92.578125 Train:epoch: 14, loss@min: 1.224052, loss@max: 1.376308, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 15, loss@min: 1.290640, loss@max: 1.411800, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 16, loss@min: 1.280924, loss@max: 1.409262, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 17, loss@min: 1.271839, loss@max: 1.412609, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 18, loss@min: 1.130454, loss@max: 1.374190, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 19, loss@min: 1.110271, loss@max: 1.375191, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 20, loss@min: 1.168986, loss@max: 1.400364, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 21, loss@min: 1.153650, loss@max: 1.387920, Top1S acc: 100.000000, Top1T acc: 96.093750 Train:epoch: 22, loss@min: 1.106669, loss@max: 1.384422, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 23, loss@min: 1.096955, loss@max: 1.375698, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 24, loss@min: 1.057959, loss@max: 1.360783, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 25, loss@min: 1.068325, loss@max: 1.372079, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 26, loss@min: 1.037827, loss@max: 1.366405, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 27, loss@min: 1.052147, loss@max: 1.380488, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 1.008638, loss@max: 1.361078, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 29, loss@min: 1.123893, loss@max: 1.410496, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 30, loss@min: 1.004524, loss@max: 1.370838, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 30, LS: 0.933317, LT: 0.925193, Top1S: 75.786407, Top1T: 76.050751Best acc: 76.050751 Train:epoch: 31, loss@min: 1.004577, loss@max: 1.362847, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 31, LS: 0.931354, LT: 0.924719, Top1S: 75.707108, Top1T: 75.839279 Train:epoch: 32, loss@min: 1.017408, loss@max: 1.364968, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 32, LS: 0.924837, LT: 0.916906, Top1S: 75.839279, Top1T: 75.997879 Train:epoch: 33, loss@min: 1.036427, loss@max: 1.387186, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 33, LS: 0.919621, LT: 0.909561, Top1S: 75.971451, Top1T: 76.341522Best acc: 76.341522 Train:epoch: 34, loss@min: 0.995946, loss@max: 1.372307, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 34, LS: 0.917867, LT: 0.909366, Top1S: 76.262222, Top1T: 76.209351 Train:epoch: 35, loss@min: 0.997971, loss@max: 1.384484, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 35, LS: 0.923087, LT: 0.916320, Top1S: 75.945015, Top1T: 76.209351 Train:epoch: 36, loss@min: 0.991890, loss@max: 1.372126, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 36, LS: 0.931536, LT: 0.922528, Top1S: 76.288658, Top1T: 76.473694Best acc: 76.473694 Train:epoch: 37, loss@min: 0.997690, loss@max: 1.366098, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 37, LS: 0.936683, LT: 0.926384, Top1S: 76.447258, Top1T: 76.552994Best acc: 76.552994 Train:epoch: 38, loss@min: 0.997710, loss@max: 1.380348, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 38, LS: 0.939493, LT: 0.930372, Top1S: 76.394394, Top1T: 76.605865Best acc: 76.605865 Train:epoch: 39, loss@min: 1.006252, loss@max: 1.405741, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 39, LS: 0.938159, LT: 0.930390, Top1S: 76.526566, Top1T: 76.473694 Train:epoch: 40, loss@min: 0.967672, loss@max: 1.375124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 40, LS: 0.938035, LT: 0.929534, Top1S: 76.209351, Top1T: 76.500130 Train:epoch: 41, loss@min: 0.998209, loss@max: 1.370159, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 41, LS: 0.942510, LT: 0.932915, Top1S: 75.918579, Top1T: 76.156487 Train:epoch: 42, loss@min: 0.996698, loss@max: 1.386735, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 42, LS: 0.947570, LT: 0.937394, Top1S: 75.918579, Top1T: 76.050751 Train:epoch: 43, loss@min: 0.991802, loss@max: 1.391407, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 43, LS: 0.944773, LT: 0.933928, Top1S: 76.024315, Top1T: 75.997879 Train:epoch: 44, loss@min: 1.063173, loss@max: 1.408892, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 44, LS: 0.939419, LT: 0.929964, Top1S: 76.182922, Top1T: 76.209351 Train:epoch: 45, loss@min: 1.099520, loss@max: 1.418432, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 45, LS: 0.936286, LT: 0.929211, Top1S: 76.130051, Top1T: 76.235786 Train:epoch: 46, loss@min: 0.990595, loss@max: 1.388384, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 46, LS: 0.937588, LT: 0.928640, Top1S: 76.288658, Top1T: 76.235786 Train:epoch: 47, loss@min: 1.009421, loss@max: 1.381337, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 47, LS: 0.946068, LT: 0.934972, Top1S: 76.500130, Top1T: 76.526566 Train:epoch: 48, loss@min: 0.989448, loss@max: 1.390487, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 48, LS: 0.960433, LT: 0.950915, Top1S: 76.209351, Top1T: 76.182922 Train:epoch: 49, loss@min: 1.050345, loss@max: 1.397494, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 49, LS: 0.971837, LT: 0.963265, Top1S: 75.971451, Top1T: 76.024315 Train:epoch: 50, loss@min: 0.979416, loss@max: 1.386872, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 50, LS: 0.972085, LT: 0.964473, Top1S: 76.050751, Top1T: 75.892143 Train:epoch: 51, loss@min: 0.986300, loss@max: 1.380920, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 51, LS: 0.965327, LT: 0.958739, Top1S: 76.156487, Top1T: 76.209351 Train:epoch: 52, loss@min: 1.004488, loss@max: 1.396501, Top1S acc: 100.000000, Top1T acc: 98.828125 Test:epoch: 52, LS: 0.963049, LT: 0.955001, Top1S: 75.786407, Top1T: 76.077187 Train:epoch: 53, loss@min: 1.026034, loss@max: 1.411027, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 53, LS: 0.965668, LT: 0.955457, Top1S: 76.130051, Top1T: 76.262222 Train:epoch: 54, loss@min: 0.969935, loss@max: 1.385723, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.968894, LT: 0.959331, Top1S: 76.235786, Top1T: 76.288658 Train:epoch: 55, loss@min: 1.065069, loss@max: 1.413848, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 55, LS: 0.970142, LT: 0.960868, Top1S: 76.262222, Top1T: 76.156487 Train:epoch: 56, loss@min: 0.986997, loss@max: 1.375598, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.970933, LT: 0.959824, Top1S: 76.394394, Top1T: 76.235786 Train:epoch: 57, loss@min: 0.984681, loss@max: 1.375595, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 57, LS: 0.972928, LT: 0.959932, Top1S: 76.156487, Top1T: 76.394394 Train:epoch: 58, loss@min: 0.973255, loss@max: 1.397097, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 58, LS: 0.972120, LT: 0.961048, Top1S: 76.315094, Top1T: 76.552994 Train:epoch: 59, loss@min: 0.976340, loss@max: 1.391530, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 59, LS: 0.968673, LT: 0.961147, Top1S: 76.632301, Top1T: 76.552994Best acc: 76.632301 Train:epoch: 60, loss@min: 0.966011, loss@max: 1.378331, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.970622, LT: 0.961651, Top1S: 76.738037, Top1T: 76.658730Best acc: 76.738037 Train:epoch: 61, loss@min: 0.988258, loss@max: 1.390362, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 61, LS: 0.974126, LT: 0.964643, Top1S: 76.605865, Top1T: 76.632301 Train:epoch: 62, loss@min: 0.970825, loss@max: 1.386015, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 62, LS: 0.976604, LT: 0.967645, Top1S: 76.579430, Top1T: 76.711601 Train:epoch: 63, loss@min: 0.954054, loss@max: 1.385760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.982670, LT: 0.972178, Top1S: 76.658730, Top1T: 76.685165 Train:epoch: 64, loss@min: 0.962626, loss@max: 1.374954, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.986132, LT: 0.974964, Top1S: 76.473694, Top1T: 76.394394 Train:epoch: 65, loss@min: 0.984474, loss@max: 1.389115, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 65, LS: 0.987604, LT: 0.976790, Top1S: 76.447258, Top1T: 76.315094 Train:epoch: 66, loss@min: 0.965335, loss@max: 1.388839, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 66, LS: 0.990028, LT: 0.979215, Top1S: 76.315094, Top1T: 76.367958 Train:epoch: 67, loss@min: 0.981920, loss@max: 1.383105, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.992707, LT: 0.981317, Top1S: 76.315094, Top1T: 76.420830 Train:epoch: 68, loss@min: 0.965095, loss@max: 1.371244, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.992079, LT: 0.981164, Top1S: 76.394394, Top1T: 76.420830 Train:epoch: 69, loss@min: 0.968943, loss@max: 1.380974, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 69, LS: 0.992112, LT: 0.982065, Top1S: 76.315094, Top1T: 76.394394 Train:epoch: 70, loss@min: 0.986371, loss@max: 1.391019, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 70, LS: 0.993518, LT: 0.982889, Top1S: 76.262222, Top1T: 76.447258 Train:epoch: 71, loss@min: 0.984537, loss@max: 1.370279, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 71, LS: 0.997441, LT: 0.985400, Top1S: 76.315094, Top1T: 76.394394 Train:epoch: 72, loss@min: 0.962133, loss@max: 1.362637, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.999833, LT: 0.987159, Top1S: 76.420830, Top1T: 76.262222 Train:epoch: 73, loss@min: 0.981731, loss@max: 1.390015, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 73, LS: 0.999434, LT: 0.987377, Top1S: 76.235786, Top1T: 76.288658 Train:epoch: 74, loss@min: 0.962978, loss@max: 1.385936, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 74, LS: 0.996088, LT: 0.985697, Top1S: 76.394394, Top1T: 76.262222 Train:epoch: 75, loss@min: 0.963413, loss@max: 1.383300, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.993763, LT: 0.984074, Top1S: 76.632301, Top1T: 76.420830 Train:epoch: 76, loss@min: 0.973125, loss@max: 1.386401, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 76, LS: 0.993812, LT: 0.983231, Top1S: 76.975945, Top1T: 76.975945Best acc: 76.975945 Train:epoch: 77, loss@min: 0.963374, loss@max: 1.364681, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.994662, LT: 0.984049, Top1S: 77.160980, Top1T: 77.002373Best acc: 77.160980 Train:epoch: 78, loss@min: 0.981955, loss@max: 1.383948, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 78, LS: 0.996490, LT: 0.986999, Top1S: 77.055244, Top1T: 76.923073 Train:epoch: 79, loss@min: 0.951346, loss@max: 1.383843, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 79, LS: 0.999608, LT: 0.988672, Top1S: 76.923073, Top1T: 77.028809 Train:epoch: 80, loss@min: 0.990266, loss@max: 1.391538, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 80, LS: 1.000323, LT: 0.987663, Top1S: 76.790901, Top1T: 76.817337 Train:epoch: 81, loss@min: 0.960111, loss@max: 1.379889, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.997942, LT: 0.986016, Top1S: 76.790901, Top1T: 76.896637 Train:epoch: 82, loss@min: 0.960652, loss@max: 1.383086, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 82, LS: 0.997182, LT: 0.986883, Top1S: 77.002373, Top1T: 77.002373 Train:epoch: 83, loss@min: 0.959630, loss@max: 1.374061, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.997324, LT: 0.987928, Top1S: 76.896637, Top1T: 76.923073 Train:epoch: 84, loss@min: 0.971916, loss@max: 1.388870, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 84, LS: 0.999168, LT: 0.988843, Top1S: 76.896637, Top1T: 76.949509 Train:epoch: 85, loss@min: 0.955193, loss@max: 1.390748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 1.001387, LT: 0.989949, Top1S: 76.896637, Top1T: 76.923073 Train:epoch: 86, loss@min: 0.995262, loss@max: 1.395764, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 86, LS: 1.001985, LT: 0.991927, Top1S: 76.949509, Top1T: 76.896637 Train:epoch: 87, loss@min: 0.960171, loss@max: 1.384619, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 87, LS: 1.003104, LT: 0.993748, Top1S: 76.975945, Top1T: 76.923073 Train:epoch: 88, loss@min: 0.950127, loss@max: 1.371520, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 1.004783, LT: 0.995296, Top1S: 76.870209, Top1T: 76.817337 Train:epoch: 89, loss@min: 0.950441, loss@max: 1.373529, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 89, LS: 1.006728, LT: 0.997178, Top1S: 76.790901, Top1T: 76.817337 Train:epoch: 90, loss@min: 0.959760, loss@max: 1.376272, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 1.009111, LT: 0.999788, Top1S: 76.790901, Top1T: 76.711601 Train:epoch: 91, loss@min: 0.970034, loss@max: 1.389157, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 91, LS: 1.010545, LT: 1.001445, Top1S: 76.817337, Top1T: 76.658730 Train:epoch: 92, loss@min: 0.976878, loss@max: 1.386495, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 92, LS: 1.013517, LT: 1.003517, Top1S: 76.685165, Top1T: 76.605865 Train:epoch: 93, loss@min: 0.970471, loss@max: 1.381536, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 93, LS: 1.014969, LT: 1.005108, Top1S: 76.632301, Top1T: 76.579430 Train:epoch: 94, loss@min: 0.955645, loss@max: 1.363878, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 94, LS: 1.013243, LT: 1.005504, Top1S: 76.764473, Top1T: 76.500130 Train:epoch: 95, loss@min: 0.957830, loss@max: 1.372159, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 1.012690, LT: 1.005167, Top1S: 76.738037, Top1T: 76.579430 Train:epoch: 96, loss@min: 0.959902, loss@max: 1.375479, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 96, LS: 1.013677, LT: 1.004175, Top1S: 76.790901, Top1T: 76.711601 Train:epoch: 97, loss@min: 0.965301, loss@max: 1.386150, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 97, LS: 1.014144, LT: 1.003720, Top1S: 76.685165, Top1T: 76.790901 Train:epoch: 98, loss@min: 0.951863, loss@max: 1.379990, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 1.013105, LT: 1.003193, Top1S: 76.632301, Top1T: 76.685165 Train:epoch: 99, loss@min: 0.957112, loss@max: 1.380128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 1.011760, LT: 1.002889, Top1S: 76.685165, Top1T: 76.790901 Train:epoch: 100, loss@min: 0.967135, loss@max: 1.375076, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 100, LS: 1.011010, LT: 1.002726, Top1S: 76.790901, Top1T: 76.790901 Train:epoch: 101, loss@min: 0.956347, loss@max: 1.372425, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 1.011263, LT: 1.003121, Top1S: 76.817337, Top1T: 76.790901 Train:epoch: 102, loss@min: 0.957330, loss@max: 1.389069, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 102, LS: 1.012275, LT: 1.003821, Top1S: 76.790901, Top1T: 76.975945 Train:epoch: 103, loss@min: 1.045003, loss@max: 1.402967, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 103, LS: 1.014151, LT: 1.005206, Top1S: 76.790901, Top1T: 76.975945 Train:epoch: 104, loss@min: 0.952119, loss@max: 1.374493, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 1.014132, LT: 1.005109, Top1S: 76.843773, Top1T: 76.975945 Train:epoch: 105, loss@min: 0.948904, loss@max: 1.378532, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 1.014776, LT: 1.005163, Top1S: 76.843773, Top1T: 76.843773 Train:epoch: 106, loss@min: 0.951991, loss@max: 1.373025, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 1.015385, LT: 1.005213, Top1S: 76.764473, Top1T: 76.923073 Train:epoch: 107, loss@min: 0.959805, loss@max: 1.371835, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 1.014926, LT: 1.005096, Top1S: 76.685165, Top1T: 76.870209 Train:epoch: 108, loss@min: 0.971655, loss@max: 1.384414, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 108, LS: 1.014557, LT: 1.005609, Top1S: 76.711601, Top1T: 76.843773 Train:epoch: 109, loss@min: 0.968808, loss@max: 1.379472, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 109, LS: 1.013591, LT: 1.005173, Top1S: 76.632301, Top1T: 76.870209 Train:epoch: 110, loss@min: 0.959820, loss@max: 1.373803, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 1.013431, LT: 1.005058, Top1S: 76.632301, Top1T: 76.711601 Train:epoch: 111, loss@min: 0.956625, loss@max: 1.379109, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 1.014765, LT: 1.005735, Top1S: 76.658730, Top1T: 76.790901 Train:epoch: 112, loss@min: 0.951222, loss@max: 1.371423, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 1.015838, LT: 1.006105, Top1S: 76.711601, Top1T: 76.843773 Train:epoch: 113, loss@min: 0.947911, loss@max: 1.365671, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 1.015649, LT: 1.006026, Top1S: 76.764473, Top1T: 76.923073 Train:epoch: 114, loss@min: 0.951632, loss@max: 1.371427, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 1.015286, LT: 1.006144, Top1S: 76.843773, Top1T: 76.949509 Train:epoch: 115, loss@min: 0.955791, loss@max: 1.372792, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 1.015382, LT: 1.006703, Top1S: 76.790901, Top1T: 76.870209 Train:epoch: 116, loss@min: 0.949522, loss@max: 1.371321, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 1.015756, LT: 1.007267, Top1S: 76.658730, Top1T: 76.923073 Train:epoch: 117, loss@min: 0.958866, loss@max: 1.380636, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 1.015421, LT: 1.007129, Top1S: 76.738037, Top1T: 76.949509 Train:epoch: 118, loss@min: 0.955281, loss@max: 1.372274, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 1.015112, LT: 1.006840, Top1S: 76.738037, Top1T: 76.896637 Train:epoch: 119, loss@min: 0.952846, loss@max: 1.369573, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 1.015212, LT: 1.006739, Top1S: 76.764473, Top1T: 76.711601 Train:epoch: 120, loss@min: 0.991818, loss@max: 1.389163, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 120, LS: 1.015213, LT: 1.006400, Top1S: 76.605865, Top1T: 76.658730 Train:epoch: 121, loss@min: 0.964833, loss@max: 1.373176, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 121, LS: 1.015135, LT: 1.006143, Top1S: 76.711601, Top1T: 76.738037 Train:epoch: 122, loss@min: 0.964232, loss@max: 1.370466, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 122, LS: 1.015089, LT: 1.005980, Top1S: 76.658730, Top1T: 76.738037 Train:epoch: 123, loss@min: 0.963413, loss@max: 1.371006, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 1.015216, LT: 1.006034, Top1S: 76.738037, Top1T: 76.843773 Train:epoch: 124, loss@min: 0.951795, loss@max: 1.364748, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 1.015451, LT: 1.006199, Top1S: 76.764473, Top1T: 76.870209 Train:epoch: 125, loss@min: 0.982351, loss@max: 1.378377, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 125, LS: 1.015610, LT: 1.006394, Top1S: 76.843773, Top1T: 76.843773 Train:epoch: 126, loss@min: 0.960582, loss@max: 1.373314, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 1.016013, LT: 1.006853, Top1S: 76.896637, Top1T: 76.896637 Train:epoch: 127, loss@min: 0.968832, loss@max: 1.381185, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 127, LS: 1.016325, LT: 1.007331, Top1S: 76.896637, Top1T: 76.817337 Train:epoch: 128, loss@min: 0.954619, loss@max: 1.375220, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 1.016418, LT: 1.007717, Top1S: 76.975945, Top1T: 76.817337 Train:epoch: 129, loss@min: 0.957283, loss@max: 1.380149, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 129, LS: 1.016630, LT: 1.008073, Top1S: 76.923073, Top1T: 76.790901 Train:epoch: 130, loss@min: 0.971156, loss@max: 1.371895, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 130, LS: 1.016921, LT: 1.008401, Top1S: 76.949509, Top1T: 76.817337 Train:epoch: 131, loss@min: 0.960787, loss@max: 1.370393, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 1.017227, LT: 1.008658, Top1S: 76.923073, Top1T: 76.843773 Train:epoch: 132, loss@min: 0.959805, loss@max: 1.375985, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 1.017410, LT: 1.008705, Top1S: 76.923073, Top1T: 76.817337 Train:epoch: 133, loss@min: 0.955543, loss@max: 1.370614, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 1.017420, LT: 1.008641, Top1S: 76.896637, Top1T: 76.843773 Train:epoch: 134, loss@min: 0.950933, loss@max: 1.368660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 1.017384, LT: 1.008568, Top1S: 76.817337, Top1T: 76.843773 Train:epoch: 135, loss@min: 0.952079, loss@max: 1.371592, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 1.017369, LT: 1.008513, Top1S: 76.843773, Top1T: 76.843773 Train:epoch: 136, loss@min: 0.961511, loss@max: 1.375751, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 136, LS: 1.017326, LT: 1.008459, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 137, loss@min: 0.957225, loss@max: 1.369781, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 1.017303, LT: 1.008396, Top1S: 76.870209, Top1T: 76.817337 Train:epoch: 138, loss@min: 0.965559, loss@max: 1.377119, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 138, LS: 1.017286, LT: 1.008359, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 139, loss@min: 0.955004, loss@max: 1.370436, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 1.017262, LT: 1.008341, Top1S: 76.870209, Top1T: 76.817337 Train:epoch: 140, loss@min: 0.957387, loss@max: 1.370230, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 1.017272, LT: 1.008363, Top1S: 76.870209, Top1T: 76.817337 Train:epoch: 141, loss@min: 0.950313, loss@max: 1.367948, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 1.017292, LT: 1.008404, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 142, loss@min: 0.956717, loss@max: 1.363650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 1.017288, LT: 1.008428, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 143, loss@min: 0.971263, loss@max: 1.375636, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 143, LS: 1.017291, LT: 1.008459, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 144, loss@min: 0.956382, loss@max: 1.371564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 1.017306, LT: 1.008503, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 145, loss@min: 0.954402, loss@max: 1.374994, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 1.017317, LT: 1.008526, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 146, loss@min: 0.959436, loss@max: 1.375183, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 1.017323, LT: 1.008537, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 147, loss@min: 0.954132, loss@max: 1.371641, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 1.017328, LT: 1.008546, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 148, loss@min: 0.952131, loss@max: 1.366398, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 1.017330, LT: 1.008550, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 149, loss@min: 0.965123, loss@max: 1.373429, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 149, LS: 1.017330, LT: 1.008550, Top1S: 76.870209, Top1T: 76.843773 Train:epoch: 150, loss@min: 0.964329, loss@max: 1.375744, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 1.017330, LT: 1.008550, Top1S: 76.870209, Top1T: 76.843773 ------------------------------------------- Sat Jan 20 00:14:24 2024 ------------------------------------------- {"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 8, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Sat Jan 20 11:12:45 2024 -------------------------------------------{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 30} ------------------------------------------- Sat Jan 20 11:13:19 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.927293, loss@max: 1.601634, Top1S acc: 100.000000, Top1T acc: 73.046875 Train:epoch: 2, loss@min: 2.487067, loss@max: 1.667918, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 3, loss@min: 2.289245, loss@max: 1.622893, Top1S acc: 100.000000, Top1T acc: 76.171875 Train:epoch: 4, loss@min: 1.899452, loss@max: 1.470216, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 5, loss@min: 1.854979, loss@max: 1.444401, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 6, loss@min: 1.700329, loss@max: 1.408886, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 7, loss@min: 1.631872, loss@max: 1.415124, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 8, loss@min: 1.492892, loss@max: 1.395960, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 9, loss@min: 1.278493, loss@max: 1.336340, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 10, loss@min: 1.315289, loss@max: 1.361602, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 11, loss@min: 1.233063, loss@max: 1.329689, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 12, loss@min: 1.212646, loss@max: 1.340950, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 13, loss@min: 1.203771, loss@max: 1.342419, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 14, loss@min: 1.079797, loss@max: 1.301985, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 15, loss@min: 1.139300, loss@max: 1.343022, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 16, loss@min: 1.133618, loss@max: 1.336749, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 17, loss@min: 1.106276, loss@max: 1.326981, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 18, loss@min: 1.052813, loss@max: 1.319419, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 1.076851, loss@max: 1.327846, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 1.064811, loss@max: 1.338007, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 21, loss@min: 1.091039, loss@max: 1.342838, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 22, loss@min: 0.994546, loss@max: 1.313489, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 1.044151, loss@max: 1.339355, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 24, loss@min: 1.050063, loss@max: 1.338460, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 25, loss@min: 1.011587, loss@max: 1.318124, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.970236, loss@max: 1.327008, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 1.007785, loss@max: 1.337622, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 0.977828, loss@max: 1.339639, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 29, loss@min: 0.960661, loss@max: 1.328585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.983693, loss@max: 1.356068, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 30, LS: 0.849120, LT: 0.842179, Top1S: 79.355003, Top1T: 79.328575Best acc: 79.355003 Train:epoch: 31, loss@min: 1.003800, loss@max: 1.347264, Top1S acc: 100.000000, Top1T acc: 98.437500 Test:epoch: 31, LS: 0.850068, LT: 0.845007, Top1S: 79.566475, Top1T: 79.302139Best acc: 79.566475 Train:epoch: 32, loss@min: 0.965261, loss@max: 1.343795, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 32, LS: 0.862691, LT: 0.853988, Top1S: 79.037796, Top1T: 79.143532{"dataset_dir": "/root/autodl-tmp", "dataset_name": "ucf101", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 16, "test_freq": 1, "valacc": 10, "valepoch": 45} ------------------------------------------- Sat Jan 20 11:33:37 2024 ------------------------------------------- Train:epoch: 1, loss@min: 2.927293, loss@max: 1.601634, Top1S acc: 100.000000, Top1T acc: 73.046875 Train:epoch: 2, loss@min: 2.487067, loss@max: 1.667918, Top1S acc: 100.000000, Top1T acc: 75.000000 Train:epoch: 3, loss@min: 2.289245, loss@max: 1.622893, Top1S acc: 100.000000, Top1T acc: 76.171875 Train:epoch: 4, loss@min: 1.899452, loss@max: 1.470216, Top1S acc: 100.000000, Top1T acc: 81.250000 Train:epoch: 5, loss@min: 1.854979, loss@max: 1.444401, Top1S acc: 100.000000, Top1T acc: 85.156250 Train:epoch: 6, loss@min: 1.700329, loss@max: 1.408886, Top1S acc: 100.000000, Top1T acc: 85.546875 Train:epoch: 7, loss@min: 1.631872, loss@max: 1.415124, Top1S acc: 100.000000, Top1T acc: 89.453125 Train:epoch: 8, loss@min: 1.492892, loss@max: 1.395960, Top1S acc: 100.000000, Top1T acc: 91.015625 Train:epoch: 9, loss@min: 1.278493, loss@max: 1.336340, Top1S acc: 100.000000, Top1T acc: 95.703125 Train:epoch: 10, loss@min: 1.315289, loss@max: 1.361602, Top1S acc: 100.000000, Top1T acc: 94.531250 Train:epoch: 11, loss@min: 1.233063, loss@max: 1.329689, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 12, loss@min: 1.212646, loss@max: 1.340950, Top1S acc: 100.000000, Top1T acc: 97.265625 Train:epoch: 13, loss@min: 1.203771, loss@max: 1.342419, Top1S acc: 100.000000, Top1T acc: 95.312500 Train:epoch: 14, loss@min: 1.079797, loss@max: 1.301985, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 15, loss@min: 1.139300, loss@max: 1.343022, Top1S acc: 100.000000, Top1T acc: 96.484375 Train:epoch: 16, loss@min: 1.133618, loss@max: 1.336749, Top1S acc: 100.000000, Top1T acc: 96.875000 Train:epoch: 17, loss@min: 1.106276, loss@max: 1.326981, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 18, loss@min: 1.052813, loss@max: 1.319419, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 19, loss@min: 1.076851, loss@max: 1.327846, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 20, loss@min: 1.064811, loss@max: 1.338007, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 21, loss@min: 1.091039, loss@max: 1.342838, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 22, loss@min: 0.994546, loss@max: 1.313489, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 23, loss@min: 1.044151, loss@max: 1.339355, Top1S acc: 100.000000, Top1T acc: 98.046875 Train:epoch: 24, loss@min: 1.050063, loss@max: 1.338460, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 25, loss@min: 1.011587, loss@max: 1.318124, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 26, loss@min: 0.970236, loss@max: 1.327008, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 27, loss@min: 1.007785, loss@max: 1.337622, Top1S acc: 100.000000, Top1T acc: 98.828125 Train:epoch: 28, loss@min: 0.977828, loss@max: 1.339639, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 29, loss@min: 0.960661, loss@max: 1.328585, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 0.983693, loss@max: 1.356068, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 31, loss@min: 1.003800, loss@max: 1.347264, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 32, loss@min: 0.965236, loss@max: 1.343834, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.980669, loss@max: 1.333230, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 34, loss@min: 1.002490, loss@max: 1.349927, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 35, loss@min: 0.967959, loss@max: 1.341529, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 1.077482, loss@max: 1.388549, Top1S acc: 100.000000, Top1T acc: 97.656250 Train:epoch: 37, loss@min: 0.960195, loss@max: 1.342751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.957410, loss@max: 1.357711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.962390, loss@max: 1.351368, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.984210, loss@max: 1.370274, Top1S acc: 100.000000, Top1T acc: 99.609375 Train:epoch: 41, loss@min: 0.974592, loss@max: 1.361002, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.955610, loss@max: 1.356614, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.991471, loss@max: 1.364135, Top1S acc: 100.000000, Top1T acc: 99.218750 Train:epoch: 44, loss@min: 0.999463, loss@max: 1.396838, Top1S acc: 100.000000, Top1T acc: 98.437500 Train:epoch: 45, loss@min: 1.002462, loss@max: 1.376438, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 45, LS: 0.895397, LT: 0.891198, Top1S: 79.513611, Top1T: 79.619347Best acc: 79.619347 Train:epoch: 46, loss@min: 1.067034, loss@max: 1.395202, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 46, LS: 0.899089, LT: 0.886804, Top1S: 79.460739, Top1T: 79.249268 Train:epoch: 47, loss@min: 0.958793, loss@max: 1.378019, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 47, LS: 0.903920, LT: 0.899376, Top1S: 79.143532, Top1T: 79.275703 Train:epoch: 48, loss@min: 0.970344, loss@max: 1.377902, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 48, LS: 0.914133, LT: 0.903206, Top1S: 79.275703, Top1T: 79.513611 Train:epoch: 49, loss@min: 0.950989, loss@max: 1.379006, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 0.903075, LT: 0.899321, Top1S: 79.619347, Top1T: 79.777954Best acc: 79.777954 Train:epoch: 50, loss@min: 0.958244, loss@max: 1.365376, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 50, LS: 0.904363, LT: 0.894900, Top1S: 79.355003, Top1T: 79.751518 Train:epoch: 51, loss@min: 0.962853, loss@max: 1.375010, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 51, LS: 0.904510, LT: 0.900018, Top1S: 79.883690, Top1T: 79.830818Best acc: 79.883690 Train:epoch: 52, loss@min: 0.989531, loss@max: 1.380018, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 52, LS: 0.908143, LT: 0.900327, Top1S: 79.751518, Top1T: 80.121590Best acc: 80.121590 Train:epoch: 53, loss@min: 0.949889, loss@max: 1.376281, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 53, LS: 0.908987, LT: 0.909544, Top1S: 79.804382, Top1T: 79.910118 Train:epoch: 54, loss@min: 0.973370, loss@max: 1.368440, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 54, LS: 0.925226, LT: 0.914506, Top1S: 79.222832, Top1T: 79.566475 Train:epoch: 55, loss@min: 0.936942, loss@max: 1.380136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 55, LS: 0.920680, LT: 0.923171, Top1S: 79.381439, Top1T: 79.566475 Train:epoch: 56, loss@min: 0.957556, loss@max: 1.362998, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 56, LS: 0.924359, LT: 0.917934, Top1S: 79.672211, Top1T: 79.725082 Train:epoch: 57, loss@min: 0.958559, loss@max: 1.388607, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 57, LS: 0.920760, LT: 0.920283, Top1S: 79.460739, Top1T: 80.015854 Train:epoch: 58, loss@min: 0.972385, loss@max: 1.363589, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 58, LS: 0.919206, LT: 0.916127, Top1S: 79.989426, Top1T: 79.777954 Train:epoch: 59, loss@min: 0.954321, loss@max: 1.377156, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 59, LS: 0.915860, LT: 0.915123, Top1S: 79.936554, Top1T: 79.936554 Train:epoch: 60, loss@min: 0.958688, loss@max: 1.381532, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 60, LS: 0.911336, LT: 0.905917, Top1S: 79.883690, Top1T: 79.777954 Train:epoch: 61, loss@min: 0.958867, loss@max: 1.368186, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.912280, LT: 0.908601, Top1S: 79.936554, Top1T: 80.200897Best acc: 80.200897 Train:epoch: 62, loss@min: 0.960350, loss@max: 1.378261, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 62, LS: 0.922100, LT: 0.918157, Top1S: 80.015854, Top1T: 80.068726 Train:epoch: 63, loss@min: 0.980368, loss@max: 1.373782, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 63, LS: 0.923652, LT: 0.921389, Top1S: 79.936554, Top1T: 80.042290 Train:epoch: 64, loss@min: 0.961023, loss@max: 1.372693, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.921110, LT: 0.919502, Top1S: 79.910118, Top1T: 79.804382 Train:epoch: 65, loss@min: 0.955728, loss@max: 1.373660, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.918119, LT: 0.914464, Top1S: 79.962990, Top1T: 79.936554 Train:epoch: 66, loss@min: 0.943260, loss@max: 1.379899, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.910542, LT: 0.910782, Top1S: 80.200897, Top1T: 80.042290 Train:epoch: 67, loss@min: 0.961075, loss@max: 1.365746, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 67, LS: 0.913181, LT: 0.911063, Top1S: 80.015854, Top1T: 80.253761Best acc: 80.253761 Train:epoch: 68, loss@min: 0.957665, loss@max: 1.381627, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 68, LS: 0.920276, LT: 0.916257, Top1S: 79.989426, Top1T: 79.857254 Train:epoch: 69, loss@min: 0.977488, loss@max: 1.380039, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 69, LS: 0.921273, LT: 0.919138, Top1S: 80.200897, Top1T: 80.200897 Train:epoch: 70, loss@min: 0.949836, loss@max: 1.374364, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 70, LS: 0.924739, LT: 0.923206, Top1S: 80.042290, Top1T: 80.121590 Train:epoch: 71, loss@min: 0.949772, loss@max: 1.371883, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 71, LS: 0.934872, LT: 0.931565, Top1S: 79.830818, Top1T: 79.989426 Train:epoch: 72, loss@min: 0.952700, loss@max: 1.366650, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 72, LS: 0.940677, LT: 0.938206, Top1S: 79.698647, Top1T: 79.989426 Train:epoch: 73, loss@min: 0.944897, loss@max: 1.370523, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 73, LS: 0.926857, LT: 0.925307, Top1S: 79.962990, Top1T: 80.253761 Train:epoch: 74, loss@min: 0.948125, loss@max: 1.376348, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 74, LS: 0.920912, LT: 0.918400, Top1S: 80.174461, Top1T: 80.200897 Train:epoch: 75, loss@min: 0.959063, loss@max: 1.366037, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 75, LS: 0.923133, LT: 0.919751, Top1S: 79.989426, Top1T: 80.095161 Train:epoch: 76, loss@min: 0.972186, loss@max: 1.382148, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 76, LS: 0.925792, LT: 0.924642, Top1S: 79.883690, Top1T: 80.174461 Train:epoch: 77, loss@min: 0.963686, loss@max: 1.368474, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 77, LS: 0.937788, LT: 0.934246, Top1S: 79.830818, Top1T: 80.200897 Train:epoch: 78, loss@min: 0.946291, loss@max: 1.380606, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 78, LS: 0.936068, LT: 0.935634, Top1S: 80.015854, Top1T: 80.121590 Train:epoch: 79, loss@min: 0.973706, loss@max: 1.386323, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 79, LS: 0.930723, LT: 0.927450, Top1S: 80.015854, Top1T: 80.148026 Train:epoch: 80, loss@min: 0.958431, loss@max: 1.371673, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 80, LS: 0.927153, LT: 0.926293, Top1S: 79.962990, Top1T: 80.042290 Train:epoch: 81, loss@min: 0.954219, loss@max: 1.361786, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 81, LS: 0.932491, LT: 0.926828, Top1S: 79.804382, Top1T: 80.068726 Train:epoch: 82, loss@min: 0.966497, loss@max: 1.372000, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 82, LS: 0.928721, LT: 0.928275, Top1S: 79.936554, Top1T: 79.804382 Train:epoch: 83, loss@min: 0.943603, loss@max: 1.371135, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 83, LS: 0.934815, LT: 0.930497, Top1S: 79.962990, Top1T: 79.962990 Train:epoch: 84, loss@min: 0.959583, loss@max: 1.367600, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 84, LS: 0.940472, LT: 0.935993, Top1S: 80.015854, Top1T: 79.962990 Train:epoch: 85, loss@min: 0.951807, loss@max: 1.372414, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 85, LS: 0.939835, LT: 0.943401, Top1S: 80.068726, Top1T: 79.804382 Train:epoch: 86, loss@min: 0.949494, loss@max: 1.372375, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 86, LS: 0.947007, LT: 0.944224, Top1S: 79.830818, Top1T: 79.777954 Train:epoch: 87, loss@min: 0.941429, loss@max: 1.378588, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 87, LS: 0.944979, LT: 0.943275, Top1S: 79.777954, Top1T: 79.830818 Train:epoch: 88, loss@min: 0.955019, loss@max: 1.382070, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 88, LS: 0.939689, LT: 0.939691, Top1S: 79.830818, Top1T: 79.857254 Train:epoch: 89, loss@min: 0.970125, loss@max: 1.370131, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 89, LS: 0.940244, LT: 0.937991, Top1S: 80.148026, Top1T: 80.015854 Train:epoch: 90, loss@min: 0.958585, loss@max: 1.365886, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 90, LS: 0.941929, LT: 0.939941, Top1S: 80.095161, Top1T: 79.936554 Train:epoch: 91, loss@min: 0.949110, loss@max: 1.375477, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 91, LS: 0.943789, LT: 0.940498, Top1S: 79.936554, Top1T: 79.830818 Train:epoch: 92, loss@min: 0.953518, loss@max: 1.361619, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 92, LS: 0.942781, LT: 0.940696, Top1S: 79.830818, Top1T: 79.910118 Train:epoch: 93, loss@min: 0.946427, loss@max: 1.377760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 93, LS: 0.939927, LT: 0.937413, Top1S: 80.042290, Top1T: 80.095161 Train:epoch: 94, loss@min: 0.962892, loss@max: 1.371755, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 94, LS: 0.938822, LT: 0.935031, Top1S: 80.042290, Top1T: 79.989426 Train:epoch: 95, loss@min: 0.953037, loss@max: 1.368310, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 95, LS: 0.934053, LT: 0.934135, Top1S: 80.148026, Top1T: 80.068726 Train:epoch: 96, loss@min: 0.953133, loss@max: 1.381091, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 96, LS: 0.937036, LT: 0.935580, Top1S: 80.042290, Top1T: 80.068726 Train:epoch: 97, loss@min: 0.981281, loss@max: 1.373519, Top1S acc: 100.000000, Top1T acc: 99.218750 Test:epoch: 97, LS: 0.942975, LT: 0.940484, Top1S: 80.042290, Top1T: 79.962990 Train:epoch: 98, loss@min: 0.950245, loss@max: 1.368234, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 98, LS: 0.947819, LT: 0.947553, Top1S: 79.989426, Top1T: 79.804382 Train:epoch: 99, loss@min: 0.949232, loss@max: 1.379428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 99, LS: 0.954589, LT: 0.951378, Top1S: 79.883690, Top1T: 79.910118 Train:epoch: 100, loss@min: 0.956496, loss@max: 1.369662, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.955763, LT: 0.952482, Top1S: 79.751518, Top1T: 79.910118 Train:epoch: 101, loss@min: 0.945318, loss@max: 1.370232, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.952790, LT: 0.953148, Top1S: 79.804382, Top1T: 79.910118 Train:epoch: 102, loss@min: 0.954202, loss@max: 1.370704, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.952519, LT: 0.950964, Top1S: 79.883690, Top1T: 79.883690 Train:epoch: 103, loss@min: 0.954567, loss@max: 1.364737, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.953751, LT: 0.952055, Top1S: 79.804382, Top1T: 79.936554 Train:epoch: 104, loss@min: 0.946527, loss@max: 1.373564, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.954076, LT: 0.953613, Top1S: 79.830818, Top1T: 80.015854 Train:epoch: 105, loss@min: 0.946867, loss@max: 1.370332, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.954966, LT: 0.955247, Top1S: 79.883690, Top1T: 80.121590 Train:epoch: 106, loss@min: 0.952214, loss@max: 1.371937, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.957685, LT: 0.957430, Top1S: 79.962990, Top1T: 79.989426 Train:epoch: 107, loss@min: 1.030593, loss@max: 1.386512, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 107, LS: 0.957394, LT: 0.958915, Top1S: 80.042290, Top1T: 79.910118 Train:epoch: 108, loss@min: 0.962128, loss@max: 1.378058, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 108, LS: 0.955463, LT: 0.956635, Top1S: 80.148026, Top1T: 79.936554 Train:epoch: 109, loss@min: 0.975955, loss@max: 1.373683, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 109, LS: 0.951644, LT: 0.949409, Top1S: 79.936554, Top1T: 80.148026 Train:epoch: 110, loss@min: 0.963103, loss@max: 1.369370, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.951885, LT: 0.948811, Top1S: 79.804382, Top1T: 80.068726 Train:epoch: 111, loss@min: 0.951533, loss@max: 1.363877, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.952091, LT: 0.950947, Top1S: 80.095161, Top1T: 79.989426 Train:epoch: 112, loss@min: 0.951468, loss@max: 1.358975, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.953005, LT: 0.952710, Top1S: 79.989426, Top1T: 79.962990 Train:epoch: 113, loss@min: 0.944608, loss@max: 1.371133, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.953531, LT: 0.953738, Top1S: 80.121590, Top1T: 80.121590 Train:epoch: 114, loss@min: 0.950486, loss@max: 1.365259, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.954471, LT: 0.954304, Top1S: 80.174461, Top1T: 80.227325 Train:epoch: 115, loss@min: 0.953258, loss@max: 1.368289, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.955404, LT: 0.955016, Top1S: 80.121590, Top1T: 80.174461 Train:epoch: 116, loss@min: 0.949254, loss@max: 1.370659, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.955899, LT: 0.955002, Top1S: 80.068726, Top1T: 80.174461 Train:epoch: 117, loss@min: 0.955299, loss@max: 1.367891, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.955365, LT: 0.954292, Top1S: 80.148026, Top1T: 80.174461 Train:epoch: 118, loss@min: 0.950465, loss@max: 1.363391, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.954189, LT: 0.954102, Top1S: 80.200897, Top1T: 80.121590 Train:epoch: 119, loss@min: 0.955628, loss@max: 1.362525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.953679, LT: 0.954064, Top1S: 80.174461, Top1T: 79.989426 Train:epoch: 120, loss@min: 0.982844, loss@max: 1.374865, Top1S acc: 100.000000, Top1T acc: 99.609375 Test:epoch: 120, LS: 0.953674, LT: 0.953423, Top1S: 80.042290, Top1T: 79.936554{"dataset_dir": "/root/autodl-tmp", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 45} ------------------------------------------- Sat Jan 20 13:38:07 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.959465, loss@max: 1.733829, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 4.268069, loss@max: 1.704756, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 3, loss@min: 3.760496, loss@max: 1.703732, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 4, loss@min: 3.475110, loss@max: 1.734591, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 5, loss@min: 3.116757, loss@max: 1.726537, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 6, loss@min: 2.861351, loss@max: 1.732284, Top1S acc: 100.000000, Top1T acc: 74.509804 Train:epoch: 7, loss@min: 2.563049, loss@max: 1.721097, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 8, loss@min: 2.266764, loss@max: 1.698439, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 9, loss@min: 2.034222, loss@max: 1.667683, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 10, loss@min: 1.814641, loss@max: 1.641958, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 11, loss@min: 1.788529, loss@max: 1.659400, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 12, loss@min: 1.804101, loss@max: 1.673470, Top1S acc: 100.000000, Top1T acc: 87.254906 Train:epoch: 13, loss@min: 1.626108, loss@max: 1.633505, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 14, loss@min: 1.501997, loss@max: 1.591210, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 15, loss@min: 1.325453, loss@max: 1.537130, Top1S acc: 100.000000, Top1T acc: 95.098045 Train:epoch: 16, loss@min: 1.415159, loss@max: 1.555206, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 17, loss@min: 1.214705, loss@max: 1.479741, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 18, loss@min: 1.187507, loss@max: 1.468703, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 19, loss@min: 1.170937, loss@max: 1.456302, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 20, loss@min: 1.111683, loss@max: 1.438074, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 21, loss@min: 1.109055, loss@max: 1.431975, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 22, loss@min: 1.072249, loss@max: 1.416745, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 23, loss@min: 1.109260, loss@max: 1.416498, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 24, loss@min: 1.082682, loss@max: 1.409253, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 25, loss@min: 1.007856, loss@max: 1.368426, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 26, loss@min: 1.032898, loss@max: 1.382190, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 27, loss@min: 1.059796, loss@max: 1.390641, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 28, loss@min: 1.049284, loss@max: 1.370138, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 29, loss@min: 1.002760, loss@max: 1.356773, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.005403, loss@max: 1.354238, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 31, loss@min: 0.998630, loss@max: 1.347102, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.999827, loss@max: 1.361667, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.989057, loss@max: 1.356502, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.007883, loss@max: 1.358696, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 35, loss@min: 0.984425, loss@max: 1.358268, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.969262, loss@max: 1.338638, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.999255, loss@max: 1.366333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.968079, loss@max: 1.337443, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.969796, loss@max: 1.340575, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.961554, loss@max: 1.337763, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.962292, loss@max: 1.347204, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.958681, loss@max: 1.352491, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.947445, loss@max: 1.353487, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.945456, loss@max: 1.353333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.950690, loss@max: 1.359334, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 45, LS: 1.005195, LT: 0.989042, Top1S: 75.558266, Top1T: 75.883072Best acc: 75.883072 Train:epoch: 46, loss@min: 0.947861, loss@max: 1.352194, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 46, LS: 1.004369, LT: 0.988044, Top1S: 75.761269, Top1T: 76.004875Best acc: 76.004875 Train:epoch: 47, loss@min: 0.954426, loss@max: 1.354955, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 47, LS: 1.003646, LT: 0.987420, Top1S: 75.964272, Top1T: 76.248482Best acc: 76.248482 Train:epoch: 48, loss@min: 0.952460, loss@max: 1.359830, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 48, LS: 1.003102, LT: 0.987022, Top1S: 76.045471, Top1T: 76.370285Best acc: 76.370285 Train:epoch: 49, loss@min: 0.946415, loss@max: 1.353483, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 49, LS: 1.003025, LT: 0.986944, Top1S: 76.167274, Top1T: 76.289078 Train:epoch: 50, loss@min: 0.954196, loss@max: 1.355507, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 60} ------------------------------------------- Sat Jan 20 13:44:09 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.959340, loss@max: 1.733801, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 4.268120, loss@max: 1.704772, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 3, loss@min: 3.760736, loss@max: 1.703792, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 4, loss@min: 3.475207, loss@max: 1.734617, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 5, loss@min: 3.116673, loss@max: 1.726512, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 6, loss@min: 2.861403, loss@max: 1.732294, Top1S acc: 100.000000, Top1T acc: 74.509804 Train:epoch: 7, loss@min: 2.563034, loss@max: 1.721090, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 8, loss@min: 2.266817, loss@max: 1.698455, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 9, loss@min: 2.034120, loss@max: 1.667656, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 10, loss@min: 1.814610, loss@max: 1.641948, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 11, loss@min: 1.788607, loss@max: 1.659424, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 12, loss@min: 1.804125, loss@max: 1.673477, Top1S acc: 100.000000, Top1T acc: 87.254906 Train:epoch: 13, loss@min: 1.626138, loss@max: 1.633505, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 14, loss@min: 1.501995, loss@max: 1.591216, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 15, loss@min: 1.325429, loss@max: 1.537127, Top1S acc: 100.000000, Top1T acc: 95.098045 Train:epoch: 16, loss@min: 1.415123, loss@max: 1.555203, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 17, loss@min: 1.214677, loss@max: 1.479732, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 18, loss@min: 1.187474, loss@max: 1.468691, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 19, loss@min: 1.170931, loss@max: 1.456298, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 20, loss@min: 1.111679, loss@max: 1.438082, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 21, loss@min: 1.109089, loss@max: 1.431985, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 22, loss@min: 1.072259, loss@max: 1.416751, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 23, loss@min: 1.109266, loss@max: 1.416497, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 24, loss@min: 1.082680, loss@max: 1.409246, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 25, loss@min: 1.007859, loss@max: 1.368423, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 26, loss@min: 1.032873, loss@max: 1.382176, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 27, loss@min: 1.059786, loss@max: 1.390640, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 28, loss@min: 1.049285, loss@max: 1.370148, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 29, loss@min: 1.002716, loss@max: 1.356755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.005410, loss@max: 1.354244, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 31, loss@min: 0.998620, loss@max: 1.347103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.999838, loss@max: 1.361666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.989057, loss@max: 1.356501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.007903, loss@max: 1.358701, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 35, loss@min: 0.984422, loss@max: 1.358263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.969258, loss@max: 1.338631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.999245, loss@max: 1.366325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.968079, loss@max: 1.337438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.969809, loss@max: 1.340584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.961548, loss@max: 1.337757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.962296, loss@max: 1.347209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.958669, loss@max: 1.352479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.947438, loss@max: 1.353483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.945463, loss@max: 1.353333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.950698, loss@max: 1.359339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.951675, loss@max: 1.349392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.954136, loss@max: 1.353639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.949809, loss@max: 1.355710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.951270, loss@max: 1.352306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.947296, loss@max: 1.355361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.947596, loss@max: 1.360213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.947300, loss@max: 1.365744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.946972, loss@max: 1.367193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.949323, loss@max: 1.362064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.951330, loss@max: 1.363732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.951082, loss@max: 1.359188, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.957955, loss@max: 1.356290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.955537, loss@max: 1.354382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.946270, loss@max: 1.361919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.946443, loss@max: 1.359848, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 60, LS: 0.998023, LT: 0.988003, Top1S: 76.654488, Top1T: 76.695091Best acc: 76.695091 Train:epoch: 61, loss@min: 0.951526, loss@max: 1.359901, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 61, LS: 0.998228, LT: 0.987791, Top1S: 76.816895, Top1T: 76.857491Best acc: 76.857491 Train:epoch: 62, loss@min: 0.953136, loss@max: 1.363257, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 62, LS: 0.998075, LT: 0.986989, Top1S: 76.816895, Top1T: 76.979294Best acc: 76.979294 Train:epoch: 63, loss@min: 0.946830, loss@max: 1.363088, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 63, LS: 0.998061, LT: 0.986370, Top1S: 76.816895, Top1T: 76.979294 Train:epoch: 64, loss@min: 0.949088, loss@max: 1.364907, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 64, LS: 0.998205, LT: 0.985644, Top1S: 76.938698, Top1T: 77.101097Best acc: 77.101097 Train:epoch: 65, loss@min: 0.949745, loss@max: 1.366013, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 65, LS: 0.998124, LT: 0.984905, Top1S: 76.898094, Top1T: 77.182297Best acc: 77.182297 Train:epoch: 66, loss@min: 0.946955, loss@max: 1.361726, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 66, LS: 0.997919, LT: 0.984602, Top1S: 76.979294, Top1T: 77.222900Best acc: 77.222900 Train:epoch: 67, loss@min: 0.950639, loss@max: 1.361475, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sat Jan 20 13:52:13 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.959340, loss@max: 1.733801, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 4.268120, loss@max: 1.704772, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 3, loss@min: 3.760736, loss@max: 1.703792, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 4, loss@min: 3.475207, loss@max: 1.734617, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 5, loss@min: 3.116673, loss@max: 1.726512, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 6, loss@min: 2.861403, loss@max: 1.732294, Top1S acc: 100.000000, Top1T acc: 74.509804 Train:epoch: 7, loss@min: 2.563034, loss@max: 1.721090, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 8, loss@min: 2.266817, loss@max: 1.698455, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 9, loss@min: 2.034120, loss@max: 1.667656, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 10, loss@min: 1.814610, loss@max: 1.641948, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 11, loss@min: 1.788607, loss@max: 1.659424, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 12, loss@min: 1.804125, loss@max: 1.673477, Top1S acc: 100.000000, Top1T acc: 87.254906 Train:epoch: 13, loss@min: 1.626138, loss@max: 1.633505, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 14, loss@min: 1.501995, loss@max: 1.591216, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 15, loss@min: 1.325429, loss@max: 1.537127, Top1S acc: 100.000000, Top1T acc: 95.098045 Train:epoch: 16, loss@min: 1.415123, loss@max: 1.555203, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 17, loss@min: 1.214677, loss@max: 1.479732, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 18, loss@min: 1.187474, loss@max: 1.468691, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 19, loss@min: 1.170931, loss@max: 1.456298, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 20, loss@min: 1.111679, loss@max: 1.438082, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 21, loss@min: 1.109089, loss@max: 1.431985, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 22, loss@min: 1.072259, loss@max: 1.416751, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 23, loss@min: 1.109266, loss@max: 1.416497, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 24, loss@min: 1.082680, loss@max: 1.409246, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 25, loss@min: 1.007859, loss@max: 1.368423, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 26, loss@min: 1.032873, loss@max: 1.382176, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 27, loss@min: 1.059786, loss@max: 1.390640, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 28, loss@min: 1.049285, loss@max: 1.370148, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 29, loss@min: 1.002716, loss@max: 1.356755, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.005410, loss@max: 1.354244, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 31, loss@min: 0.998620, loss@max: 1.347103, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 0.999838, loss@max: 1.361666, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.989057, loss@max: 1.356501, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.007903, loss@max: 1.358701, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 35, loss@min: 0.984422, loss@max: 1.358263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.969258, loss@max: 1.338631, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 0.999245, loss@max: 1.366325, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.968079, loss@max: 1.337438, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.969809, loss@max: 1.340584, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.961548, loss@max: 1.337757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.962296, loss@max: 1.347209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.958669, loss@max: 1.352479, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.947438, loss@max: 1.353483, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.945463, loss@max: 1.353333, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.950698, loss@max: 1.359339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.951675, loss@max: 1.349392, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.954136, loss@max: 1.353639, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.949809, loss@max: 1.355710, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.951270, loss@max: 1.352306, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.947296, loss@max: 1.355361, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.947596, loss@max: 1.360213, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.947300, loss@max: 1.365744, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.946972, loss@max: 1.367193, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.949323, loss@max: 1.362064, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.951330, loss@max: 1.363732, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.951082, loss@max: 1.359188, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.957955, loss@max: 1.356290, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.955537, loss@max: 1.354382, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.946270, loss@max: 1.361919, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.946443, loss@max: 1.359848, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.950660, loss@max: 1.364130, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.949440, loss@max: 1.365008, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.953461, loss@max: 1.365234, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.948569, loss@max: 1.362356, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.956474, loss@max: 1.373421, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.954394, loss@max: 1.364721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.946241, loss@max: 1.366784, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.949697, loss@max: 1.362098, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.953046, loss@max: 1.364748, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.951325, loss@max: 1.363894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.949837, loss@max: 1.362747, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.957322, loss@max: 1.366868, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.949450, loss@max: 1.362583, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.952350, loss@max: 1.359456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.951956, loss@max: 1.365335, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.953564, loss@max: 1.361889, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.950736, loss@max: 1.366590, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.946215, loss@max: 1.365722, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.944733, loss@max: 1.364688, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.949612, loss@max: 1.372316, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.948575, loss@max: 1.360309, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.954196, loss@max: 1.372499, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.950066, loss@max: 1.366852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.949420, loss@max: 1.361905, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.955728, loss@max: 1.362751, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.952537, loss@max: 1.357496, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.950954, loss@max: 1.362226, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.953527, loss@max: 1.360227, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.954125, loss@max: 1.363943, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.948469, loss@max: 1.363562, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.945832, loss@max: 1.371647, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.962583, loss@max: 1.373526, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 93, loss@min: 0.945607, loss@max: 1.369235, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.949468, loss@max: 1.370339, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.949241, loss@max: 1.365607, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.947844, loss@max: 1.366297, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.942471, loss@max: 1.365545, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.945706, loss@max: 1.367456, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.945831, loss@max: 1.366427, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.948314, loss@max: 1.367297, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.977791, LT: 0.971707, Top1S: 77.385307, Top1T: 77.385307Best acc: 77.385307 Train:epoch: 101, loss@min: 0.951062, loss@max: 1.362933, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.978056, LT: 0.972360, Top1S: 77.425903, Top1T: 77.466507Best acc: 77.466507 Train:epoch: 102, loss@min: 0.953116, loss@max: 1.365508, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.978282, LT: 0.972927, Top1S: 77.425903, Top1T: 77.466507 Train:epoch: 103, loss@min: 0.949061, loss@max: 1.360644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.978656, LT: 0.973587, Top1S: 77.466507, Top1T: 77.466507 Train:epoch: 104, loss@min: 0.950280, loss@max: 1.365027, Top1S acc: 100.000000, Top1T acc: 100.000000{"dataset_dir": "/root/autodl-tmp", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sat Jan 20 13:59:33 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.959707, loss@max: 1.734156, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 4.276483, loss@max: 1.707487, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 3, loss@min: 3.778432, loss@max: 1.708987, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 4, loss@min: 3.490855, loss@max: 1.739377, Top1S acc: 100.000000, Top1T acc: 70.588242 Train:epoch: 5, loss@min: 3.136933, loss@max: 1.732461, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 6, loss@min: 2.877489, loss@max: 1.738067, Top1S acc: 100.000000, Top1T acc: 74.509804 Train:epoch: 7, loss@min: 2.592582, loss@max: 1.730261, Top1S acc: 100.000000, Top1T acc: 76.470589 Train:epoch: 8, loss@min: 2.293885, loss@max: 1.707753, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 9, loss@min: 2.059313, loss@max: 1.677574, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 10, loss@min: 1.836172, loss@max: 1.651720, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 11, loss@min: 1.814677, loss@max: 1.671937, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 12, loss@min: 1.829460, loss@max: 1.686265, Top1S acc: 100.000000, Top1T acc: 87.254906 Train:epoch: 13, loss@min: 1.649157, loss@max: 1.646704, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 14, loss@min: 1.522023, loss@max: 1.605091, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 15, loss@min: 1.339529, loss@max: 1.550009, Top1S acc: 100.000000, Top1T acc: 94.117653 Train:epoch: 16, loss@min: 1.427563, loss@max: 1.567959, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 17, loss@min: 1.227789, loss@max: 1.493516, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 18, loss@min: 1.199735, loss@max: 1.482690, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 19, loss@min: 1.180388, loss@max: 1.469466, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 20, loss@min: 1.127663, loss@max: 1.454967, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 21, loss@min: 1.118853, loss@max: 1.446125, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 22, loss@min: 1.086999, loss@max: 1.431639, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 23, loss@min: 1.117692, loss@max: 1.428929, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 24, loss@min: 1.096431, loss@max: 1.423331, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 25, loss@min: 1.018182, loss@max: 1.379814, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 26, loss@min: 1.041894, loss@max: 1.392865, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 27, loss@min: 1.071360, loss@max: 1.402376, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 28, loss@min: 1.052751, loss@max: 1.379252, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 29, loss@min: 1.011813, loss@max: 1.368083, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 30, loss@min: 1.015066, loss@max: 1.367404, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 31, loss@min: 1.007352, loss@max: 1.358067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 32, loss@min: 1.002955, loss@max: 1.370209, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 33, loss@min: 0.994592, loss@max: 1.367518, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 34, loss@min: 1.012185, loss@max: 1.366331, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 35, loss@min: 0.992031, loss@max: 1.366779, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 36, loss@min: 0.974017, loss@max: 1.344329, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 37, loss@min: 1.009701, loss@max: 1.373700, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 38, loss@min: 0.973947, loss@max: 1.344966, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 39, loss@min: 0.973993, loss@max: 1.346197, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 40, loss@min: 0.964488, loss@max: 1.342954, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 41, loss@min: 0.968501, loss@max: 1.354036, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 42, loss@min: 0.963117, loss@max: 1.356372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 43, loss@min: 0.951503, loss@max: 1.357592, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 44, loss@min: 0.951377, loss@max: 1.355756, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 45, loss@min: 0.956922, loss@max: 1.361932, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 46, loss@min: 0.954424, loss@max: 1.352252, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 47, loss@min: 0.958187, loss@max: 1.358711, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 48, loss@min: 0.952081, loss@max: 1.360360, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 49, loss@min: 0.952739, loss@max: 1.355721, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 50, loss@min: 0.952862, loss@max: 1.359595, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 51, loss@min: 0.951836, loss@max: 1.362035, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 52, loss@min: 0.952934, loss@max: 1.368376, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.950765, loss@max: 1.370332, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.951530, loss@max: 1.363263, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.955564, loss@max: 1.367320, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.953529, loss@max: 1.361925, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.959579, loss@max: 1.359844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.956444, loss@max: 1.357757, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.947999, loss@max: 1.364086, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.948408, loss@max: 1.362846, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.952828, loss@max: 1.370556, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 62, loss@min: 0.953994, loss@max: 1.367852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 63, loss@min: 0.953431, loss@max: 1.368987, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 64, loss@min: 0.950164, loss@max: 1.365820, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 65, loss@min: 0.958703, loss@max: 1.373533, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 66, loss@min: 0.957990, loss@max: 1.370313, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 67, loss@min: 0.951358, loss@max: 1.366835, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 68, loss@min: 0.951644, loss@max: 1.365300, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 69, loss@min: 0.956268, loss@max: 1.364862, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 70, loss@min: 0.954710, loss@max: 1.365813, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 71, loss@min: 0.952530, loss@max: 1.363901, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.959844, loss@max: 1.371899, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.950915, loss@max: 1.365806, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.951818, loss@max: 1.363801, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.955171, loss@max: 1.369409, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.955319, loss@max: 1.365286, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.954638, loss@max: 1.368149, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.948111, loss@max: 1.368189, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.947979, loss@max: 1.366027, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.953950, loss@max: 1.373844, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.949826, loss@max: 1.362579, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.958808, loss@max: 1.375082, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.952733, loss@max: 1.371152, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.951389, loss@max: 1.364061, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.957093, loss@max: 1.366124, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.953924, loss@max: 1.360504, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.954041, loss@max: 1.362091, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.953555, loss@max: 1.364511, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.952659, loss@max: 1.368170, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.949000, loss@max: 1.367067, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.947202, loss@max: 1.375922, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.950631, loss@max: 1.373877, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 93, loss@min: 0.948744, loss@max: 1.369401, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.954903, loss@max: 1.373012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.951838, loss@max: 1.367097, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.952762, loss@max: 1.365715, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.948577, loss@max: 1.362188, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.949669, loss@max: 1.367425, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.951015, loss@max: 1.364237, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.953761, loss@max: 1.367026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.916478, LT: 0.905735, Top1S: 77.791313, Top1T: 77.710114Best acc: 77.791313 Train:epoch: 101, loss@min: 0.953178, loss@max: 1.366610, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.916256, LT: 0.905581, Top1S: 77.831917, Top1T: 77.750710Best acc: 77.831917 Train:epoch: 102, loss@min: 0.954301, loss@max: 1.367734, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.915984, LT: 0.905415, Top1S: 77.831917, Top1T: 77.750710 Train:epoch: 103, loss@min: 0.949123, loss@max: 1.364760, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.915729, LT: 0.905212, Top1S: 77.831917, Top1T: 77.750710 Train:epoch: 104, loss@min: 0.951514, loss@max: 1.367326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.915560, LT: 0.904969, Top1S: 77.831917, Top1T: 77.750710 Train:epoch: 105, loss@min: 0.949566, loss@max: 1.370128, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.915443, LT: 0.904696, Top1S: 77.831917, Top1T: 77.750710 Train:epoch: 106, loss@min: 0.952713, loss@max: 1.365530, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.915253, LT: 0.904376, Top1S: 77.831917, Top1T: 77.750710 Train:epoch: 107, loss@min: 0.952384, loss@max: 1.362503, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.915090, LT: 0.904132, Top1S: 77.831917, Top1T: 77.791313 Train:epoch: 108, loss@min: 0.951387, loss@max: 1.365773, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.914956, LT: 0.903931, Top1S: 77.913116, Top1T: 77.791313Best acc: 77.913116 Train:epoch: 109, loss@min: 0.950508, loss@max: 1.366007, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.914864, LT: 0.903781, Top1S: 77.913116, Top1T: 77.831917 Train:epoch: 110, loss@min: 0.951544, loss@max: 1.366365, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.914630, LT: 0.903563, Top1S: 77.953720, Top1T: 77.872513Best acc: 77.953720 Train:epoch: 111, loss@min: 0.951417, loss@max: 1.369081, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.914421, LT: 0.903398, Top1S: 77.994316, Top1T: 77.913116Best acc: 77.994316 Train:epoch: 112, loss@min: 0.951854, loss@max: 1.369950, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.914220, LT: 0.903276, Top1S: 78.034920, Top1T: 77.872513Best acc: 78.034920 Train:epoch: 113, loss@min: 0.961455, loss@max: 1.376344, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 113, LS: 0.914390, LT: 0.903550, Top1S: 78.034920, Top1T: 77.913116 Train:epoch: 114, loss@min: 0.950590, loss@max: 1.368904, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.914426, LT: 0.903748, Top1S: 78.075516, Top1T: 77.872513Best acc: 78.075516 Train:epoch: 115, loss@min: 0.949557, loss@max: 1.367940, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.914417, LT: 0.903915, Top1S: 78.075516, Top1T: 77.872513 Train:epoch: 116, loss@min: 0.957833, loss@max: 1.373893, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.914327, LT: 0.903982, Top1S: 78.075516, Top1T: 77.831917 Train:epoch: 117, loss@min: 0.953485, loss@max: 1.369909, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.914208, LT: 0.903966, Top1S: 78.075516, Top1T: 77.872513 Train:epoch: 118, loss@min: 0.955363, loss@max: 1.371612, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 118, LS: 0.914041, LT: 0.903863, Top1S: 78.075516, Top1T: 77.872513 Train:epoch: 119, loss@min: 0.952086, loss@max: 1.370560, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 119, LS: 0.913874, LT: 0.903739, Top1S: 78.116119, Top1T: 77.872513Best acc: 78.116119 Train:epoch: 120, loss@min: 0.950940, loss@max: 1.365527, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 120, LS: 0.913848, LT: 0.903700, Top1S: 78.075516, Top1T: 77.913116 Train:epoch: 121, loss@min: 0.952028, loss@max: 1.367430, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 121, LS: 0.913794, LT: 0.903635, Top1S: 78.075516, Top1T: 77.913116 Train:epoch: 122, loss@min: 0.952514, loss@max: 1.365136, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 122, LS: 0.913777, LT: 0.903564, Top1S: 78.075516, Top1T: 77.953720 Train:epoch: 123, loss@min: 0.950366, loss@max: 1.363779, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 123, LS: 0.913794, LT: 0.903496, Top1S: 78.116119, Top1T: 77.953720 Train:epoch: 124, loss@min: 0.952003, loss@max: 1.364797, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 124, LS: 0.913812, LT: 0.903441, Top1S: 78.156723, Top1T: 77.953720Best acc: 78.156723 Train:epoch: 125, loss@min: 0.950827, loss@max: 1.368026, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 125, LS: 0.913816, LT: 0.903361, Top1S: 78.197319, Top1T: 77.953720Best acc: 78.197319 Train:epoch: 126, loss@min: 0.953761, loss@max: 1.369696, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 126, LS: 0.913781, LT: 0.903270, Top1S: 78.197319, Top1T: 77.994316 Train:epoch: 127, loss@min: 0.951233, loss@max: 1.366859, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 127, LS: 0.913774, LT: 0.903204, Top1S: 78.197319, Top1T: 77.994316 Train:epoch: 128, loss@min: 0.949385, loss@max: 1.367538, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 128, LS: 0.913761, LT: 0.903128, Top1S: 78.197319, Top1T: 77.994316 Train:epoch: 129, loss@min: 0.951733, loss@max: 1.363757, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 129, LS: 0.913743, LT: 0.903055, Top1S: 78.197319, Top1T: 77.994316 Train:epoch: 130, loss@min: 0.951476, loss@max: 1.363934, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 130, LS: 0.913722, LT: 0.902997, Top1S: 78.197319, Top1T: 77.994316 Train:epoch: 131, loss@min: 0.949115, loss@max: 1.366107, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 131, LS: 0.913700, LT: 0.902956, Top1S: 78.197319, Top1T: 77.994316 Train:epoch: 132, loss@min: 0.951328, loss@max: 1.366428, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 132, LS: 0.913685, LT: 0.902923, Top1S: 78.197319, Top1T: 77.994316 Train:epoch: 133, loss@min: 0.950582, loss@max: 1.364027, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 133, LS: 0.913676, LT: 0.902898, Top1S: 78.197319, Top1T: 77.994316 Train:epoch: 134, loss@min: 0.964482, loss@max: 1.374326, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 134, LS: 0.913651, LT: 0.902855, Top1S: 78.197319, Top1T: 77.994316 Train:epoch: 135, loss@min: 0.950577, loss@max: 1.366857, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 135, LS: 0.913638, LT: 0.902833, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 136, loss@min: 0.972661, loss@max: 1.383022, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 136, LS: 0.913633, LT: 0.902817, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 137, loss@min: 0.949705, loss@max: 1.365304, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 137, LS: 0.913628, LT: 0.902798, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 138, loss@min: 0.952140, loss@max: 1.370525, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 138, LS: 0.913631, LT: 0.902786, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 139, loss@min: 0.955299, loss@max: 1.376016, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 139, LS: 0.913634, LT: 0.902780, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 140, loss@min: 0.949368, loss@max: 1.365374, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 140, LS: 0.913641, LT: 0.902777, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 141, loss@min: 0.958653, loss@max: 1.373396, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 141, LS: 0.913635, LT: 0.902765, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 142, loss@min: 0.949710, loss@max: 1.364098, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 142, LS: 0.913628, LT: 0.902754, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 143, loss@min: 0.949834, loss@max: 1.365330, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 143, LS: 0.913624, LT: 0.902749, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 144, loss@min: 0.955344, loss@max: 1.372101, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 144, LS: 0.913621, LT: 0.902746, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 145, loss@min: 0.952131, loss@max: 1.365153, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 145, LS: 0.913620, LT: 0.902745, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 146, loss@min: 0.950462, loss@max: 1.365120, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 146, LS: 0.913621, LT: 0.902746, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 147, loss@min: 0.953547, loss@max: 1.369979, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 147, LS: 0.913622, LT: 0.902746, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 148, loss@min: 0.951289, loss@max: 1.368394, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 148, LS: 0.913622, LT: 0.902746, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 149, loss@min: 0.949936, loss@max: 1.366905, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 149, LS: 0.913622, LT: 0.902746, Top1S: 78.156723, Top1T: 78.034920 Train:epoch: 150, loss@min: 0.949807, loss@max: 1.368799, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 150, LS: 0.913622, LT: 0.902746, Top1S: 78.156723, Top1T: 78.034920 ------------------------------------------- Sat Jan 20 14:39:08 2024 ------------------------------------------- {"dataset_dir": "/root/autodl-tmp", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sat Jan 20 16:56:28 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.960374, loss@max: 1.733549, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 4.262061, loss@max: 1.702421, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 3, loss@min: 3.746073, loss@max: 1.699128, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 4, loss@min: 3.463805, loss@max: 1.730613, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 5, loss@min: 3.101312, loss@max: 1.721504, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 6, loss@min: 2.850771, loss@max: 1.727702, Top1S acc: 100.000000, Top1T acc: 75.490196 Train:epoch: 7, loss@min: 2.540334, loss@max: 1.713507, Top1S acc: 100.000000, Top1T acc: 77.450981 Train:epoch: 8, loss@min: 2.246461, loss@max: 1.690830, Top1S acc: 100.000000, Top1T acc: 85.294121 Train:epoch: 9, loss@min: 2.015981, loss@max: 1.659750, Top1S acc: 100.000000, Top1T acc: 84.313728 Train:epoch: 10, loss@min: 1.799131, loss@max: 1.634152, Top1S acc: 100.000000, Top1T acc: 86.274513 Train:epoch: 11, loss@min: 1.768133, loss@max: 1.649156, Top1S acc: 100.000000, Top1T acc: 90.196083 Train:epoch: 12, loss@min: 1.785082, loss@max: 1.663314, Top1S acc: 100.000000, Top1T acc: 87.254906 Train:epoch: 13, loss@min: 1.609437, loss@max: 1.623190, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 14, loss@min: 1.487816, loss@max: 1.580369, Top1S acc: 100.000000, Top1T acc: 92.156868 Train:epoch: 15, loss@min: 1.316740, loss@max: 1.527143, Top1S acc: 100.000000, Top1T acc: 95.098045 Train:epoch: 16, loss@min: 1.409092, loss@max: 1.545844, Top1S acc: 100.000000, Top1T acc: 89.215691 Train:epoch: 17, loss@min: 1.206959, loss@max: 1.469217, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 18, loss@min: 1.180945, loss@max: 1.458076, Top1S acc: 100.000000, Top1T acc: 96.078438 Train:epoch: 19, loss@min: 1.166559, loss@max: 1.446271, Top1S acc: 100.000000, Top1T acc: 98.039223 Train:epoch: 20, loss@min: 1.102118, loss@max: 1.425437, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 21, loss@min: 1.105337, loss@max: 1.421560, Top1S acc: 100.000000, Top1T acc: 97.058830 Train:epoch: 22, loss@min: 1.062925, loss@max: 1.405403, Top1S acc: 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Train:epoch: 52, loss@min: 0.944625, loss@max: 1.367192, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 53, loss@min: 0.946399, loss@max: 1.365686, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 54, loss@min: 0.947837, loss@max: 1.360693, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 55, loss@min: 0.949337, loss@max: 1.361655, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 56, loss@min: 0.951536, loss@max: 1.357012, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 57, loss@min: 0.958194, loss@max: 1.352852, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 58, loss@min: 0.955147, loss@max: 1.353634, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 59, loss@min: 0.944488, loss@max: 1.362437, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 60, loss@min: 0.945141, loss@max: 1.359842, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 61, loss@min: 0.950515, loss@max: 1.361701, Top1S acc: 100.000000, 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Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 72, loss@min: 0.953430, loss@max: 1.366453, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 73, loss@min: 0.948104, loss@max: 1.363792, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 74, loss@min: 0.953377, loss@max: 1.356795, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 75, loss@min: 0.950536, loss@max: 1.363881, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 76, loss@min: 0.956388, loss@max: 1.356894, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 77, loss@min: 0.950461, loss@max: 1.367291, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 78, loss@min: 0.950739, loss@max: 1.361635, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 79, loss@min: 0.947107, loss@max: 1.363062, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 80, loss@min: 0.948174, loss@max: 1.370296, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 81, loss@min: 0.948696, loss@max: 1.360970, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 82, loss@min: 0.948813, loss@max: 1.372864, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 83, loss@min: 0.948597, loss@max: 1.365884, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 84, loss@min: 0.945379, loss@max: 1.366292, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 85, loss@min: 0.951293, loss@max: 1.365251, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 86, loss@min: 0.950574, loss@max: 1.359428, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 87, loss@min: 0.946543, loss@max: 1.367558, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 88, loss@min: 0.950267, loss@max: 1.363991, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 89, loss@min: 0.954047, loss@max: 1.365397, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 90, loss@min: 0.948740, loss@max: 1.363385, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 91, loss@min: 0.946667, loss@max: 1.371413, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 92, loss@min: 0.965813, loss@max: 1.372164, Top1S acc: 100.000000, Top1T acc: 99.019608 Train:epoch: 93, loss@min: 0.945151, loss@max: 1.368186, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 94, loss@min: 0.950741, loss@max: 1.366955, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 95, loss@min: 0.950320, loss@max: 1.365156, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 96, loss@min: 0.947397, loss@max: 1.366372, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 97, loss@min: 0.939347, loss@max: 1.369466, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 98, loss@min: 0.943268, loss@max: 1.370994, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 99, loss@min: 0.942196, loss@max: 1.370515, Top1S acc: 100.000000, Top1T acc: 100.000000 Train:epoch: 100, loss@min: 0.943406, loss@max: 1.372068, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 100, LS: 0.983580, LT: 0.985726, Top1S: 78.034920, Top1T: 77.547707Best acc: 78.034920 Train:epoch: 101, loss@min: 0.949708, loss@max: 1.364408, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 101, LS: 0.983881, LT: 0.986458, Top1S: 77.994316, Top1T: 77.507111 Train:epoch: 102, loss@min: 0.947589, loss@max: 1.369541, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 102, LS: 0.984296, LT: 0.987175, Top1S: 77.953720, Top1T: 77.547707 Train:epoch: 103, loss@min: 0.945751, loss@max: 1.364490, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 103, LS: 0.984935, LT: 0.988100, Top1S: 77.953720, Top1T: 77.466507 Train:epoch: 104, loss@min: 0.944266, loss@max: 1.368160, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 104, LS: 0.986082, LT: 0.989213, Top1S: 77.913116, Top1T: 77.466507 Train:epoch: 105, loss@min: 0.946804, loss@max: 1.369164, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 105, LS: 0.987365, LT: 0.990449, Top1S: 77.872513, Top1T: 77.466507 Train:epoch: 106, loss@min: 0.950300, loss@max: 1.363897, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 106, LS: 0.988453, LT: 0.991453, Top1S: 77.953720, Top1T: 77.425903 Train:epoch: 107, loss@min: 0.959721, loss@max: 1.354159, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 107, LS: 0.989489, LT: 0.992367, Top1S: 77.831917, Top1T: 77.507111 Train:epoch: 108, loss@min: 0.949614, loss@max: 1.362644, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 108, LS: 0.990650, LT: 0.993577, Top1S: 77.791313, Top1T: 77.547707 Train:epoch: 109, loss@min: 0.945747, loss@max: 1.367070, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 109, LS: 0.991929, LT: 0.994757, Top1S: 77.791313, Top1T: 77.466507 Train:epoch: 110, loss@min: 0.945876, loss@max: 1.366663, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 110, LS: 0.992685, LT: 0.995530, Top1S: 77.791313, Top1T: 77.466507 Train:epoch: 111, loss@min: 0.951411, loss@max: 1.363177, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 111, LS: 0.993231, LT: 0.996043, Top1S: 77.791313, Top1T: 77.507111 Train:epoch: 112, loss@min: 0.948422, loss@max: 1.370062, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 112, LS: 0.993446, LT: 0.996169, Top1S: 77.831917, Top1T: 77.588310 Train:epoch: 113, loss@min: 0.964292, loss@max: 1.381059, Top1S acc: 100.000000, Top1T acc: 99.019608 Test:epoch: 113, LS: 0.994004, LT: 0.996662, Top1S: 77.831917, Top1T: 77.588310 Train:epoch: 114, loss@min: 0.943375, loss@max: 1.375366, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 114, LS: 0.994386, LT: 0.996917, Top1S: 77.831917, Top1T: 77.588310 Train:epoch: 115, loss@min: 0.949901, loss@max: 1.362544, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 115, LS: 0.994649, LT: 0.997092, Top1S: 77.791313, Top1T: 77.628906 Train:epoch: 116, loss@min: 0.952474, loss@max: 1.372152, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 116, LS: 0.994623, LT: 0.997025, Top1S: 77.831917, Top1T: 77.628906 Train:epoch: 117, loss@min: 0.942742, loss@max: 1.375124, Top1S acc: 100.000000, Top1T acc: 100.000000 Test:epoch: 117, LS: 0.994319, LT: 0.996670, Top1S: 77.831917, Top1T: 77.628906{"dataset_dir": "/root/autodl-tmp", "dataset_name": "oxford_flowers", "epochs": 150, "filename_dir": "/root/autodl-tmp/epx_txt/", "log": "./checkpoints", "name": "RN50", "print_freq": 1, "savedir": "/root/autodl-tmp/epx/", "shot": 1, "test_freq": 1, "valacc": 10, "valepoch": 100} ------------------------------------------- Sat Jan 20 18:10:59 2024 ------------------------------------------- Train:epoch: 1, loss@min: 4.960221, loss@max: 1.733510, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 2, loss@min: 4.262094, loss@max: 1.702428, Top1S acc: 100.000000, Top1T acc: 67.647064 Train:epoch: 3, loss@min: 3.746309, loss@max: 1.699183, Top1S acc: 100.000000, Top1T acc: 66.666664 Train:epoch: 4, loss@min: 3.463901, loss@max: 1.730635, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 5, loss@min: 3.101221, loss@max: 1.721474, Top1S acc: 100.000000, Top1T acc: 71.568626 Train:epoch: 6, loss@min: 2.850814, loss@max: 1.727708, Top1S acc: 100.000000, Top1T acc: 75.490196