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Release of PromptSRC with pretrained models.

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This commit is contained in:
uzair khattak
2023-07-13 23:43:31 +05:00
commit 8be7dcff6b
132 changed files with 106641 additions and 0 deletions
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36
configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml Normal file
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DATALOADER:
TRAIN_X:
BATCH_SIZE: 4
TEST:
BATCH_SIZE: 100
NUM_WORKERS: 8
INPUT:
SIZE: (224, 224)
INTERPOLATION: "bicubic"
PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
TRANSFORMS: ["random_resized_crop", "random_flip", "normalize"]
OPTIM:
NAME: "sgd"
LR: 0.0035
MAX_EPOCH: 2
LR_SCHEDULER: "cosine"
WARMUP_EPOCH: 1
WARMUP_TYPE: "constant"
WARMUP_CONS_LR: 1e-5
TRAIN:
PRINT_FREQ: 20
MODEL:
BACKBONE:
NAME: "ViT-B/16"
TRAINER:
MAPLE:
N_CTX: 2
CTX_INIT: "a photo of a"
PREC: "fp16"
PROMPT_DEPTH: 9

36
configs/trainers/MaPLe/vit_b16_c2_ep5_batch4_2ctx_cross_datasets.yaml Normal file
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DATALOADER:
TRAIN_X:
BATCH_SIZE: 4
TEST:
BATCH_SIZE: 100
NUM_WORKERS: 8
INPUT:
SIZE: (224, 224)
INTERPOLATION: "bicubic"
PIXEL_MEAN: [0.48145466, 0.4578275, 0.40821073]
PIXEL_STD: [0.26862954, 0.26130258, 0.27577711]
TRANSFORMS: ["random_resized_crop", "random_flip", "normalize"]
OPTIM:
NAME: "sgd"
LR: 0.0026
MAX_EPOCH: 2
LR_SCHEDULER: "cosine"
WARMUP_EPOCH: 1
WARMUP_TYPE: "constant"
WARMUP_CONS_LR: 1e-5
TRAIN:
PRINT_FREQ: 20
MODEL:
BACKBONE:
NAME: "ViT-B/16"
TRAINER:
MAPLE:
N_CTX: 2
CTX_INIT: "a photo of a"
PREC: "fp16"
PROMPT_DEPTH: 3