From 0c2ae25cf801acd3ff7d42b2dabf4295043a32bd Mon Sep 17 00:00:00 2001 From: rain-bus Date: Tue, 3 Feb 2026 10:21:07 +0800 Subject: [PATCH] temp --- .gitignore | 212 ++++++++++++++++++ .gitmodules | 3 + Dassl.pytorch | 1 + clip/__pycache__/__init__.cpython-39.pyc | Bin 183 -> 0 bytes clip/__pycache__/clip.cpython-39.pyc | Bin 7845 -> 0 bytes clip/__pycache__/model.cpython-39.pyc | Bin 21606 -> 0 bytes .../simple_tokenizer.cpython-39.pyc | Bin 5770 -> 0 bytes .../MaPLe/vit_b16_c2_ep5_batch4_2ctx.yaml | 4 +- datasets/__pycache__/__init__.cpython-39.pyc | Bin 166 -> 0 bytes .../__pycache__/caltech101.cpython-39.pyc | Bin 2283 -> 0 bytes .../__pycache__/data_manager.cpython-39.pyc | Bin 9404 -> 0 bytes datasets/__pycache__/dtd.cpython-39.pyc | Bin 3410 -> 0 bytes datasets/__pycache__/eurosat.cpython-39.pyc | Bin 2671 -> 0 bytes .../__pycache__/fgvc_aircraft.cpython-39.pyc | Bin 2748 -> 0 bytes datasets/__pycache__/food101.cpython-39.pyc | Bin 1979 -> 0 bytes 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+.cache +nosetests.xml +coverage.xml +*.cover +*.py.cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# UV +# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +#uv.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock +#poetry.toml + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +# pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python. +# https://pdm-project.org/en/latest/usage/project/#working-with-version-control +#pdm.lock +#pdm.toml +.pdm-python +.pdm-build/ + +# pixi +# Similar to Pipfile.lock, it is generally recommended to include pixi.lock in version control. +#pixi.lock +# Pixi creates a virtual environment in the .pixi directory, just like venv module creates one +# in the .venv directory. It is recommended not to include this directory in version control. +.pixi + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.envrc +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +# Abstra +# Abstra is an AI-powered process automation framework. +# Ignore directories containing user credentials, local state, and settings. +# Learn more at https://abstra.io/docs +.abstra/ + +# Visual Studio Code +# Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore +# that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore +# and can be added to the global gitignore or merged into this file. However, if you prefer, +# you could uncomment the following to ignore the entire vscode folder +# .vscode/ + +# Ruff stuff: +.ruff_cache/ + +# PyPI configuration file +.pypirc + +# Cursor +# Cursor is an AI-powered code editor. `.cursorignore` specifies files/directories to +# exclude from AI features like autocomplete and code analysis. 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parameters - loss_re = para_fg*loss_fg + para_bg*loss_bg + + if label is not None: + loss_fg = F.cross_entropy(logit_scale*image_features_fg.detach()@text_features.t(), label) else: - loss_re = para_vd*loss_re1 #loss_reo would be effective in base2novel setting + loss_fg = torch.tensor(0.0, dtype=self.dtype, device=image.device) + + if epoch is not None and epoch > 6: #Tunable parameters + loss_re = para_fg*loss_fg + else: + loss_re = para_vd*loss_contrastive if self.prompt_learner.training: if weight is None: - return F.cross_entropy(logits,label)+loss_re,logits,{'loss_vd':loss_re1.item(),'loss_bg':loss_bg.item(),'loss_fg':loss_fg.item()} + return F.cross_entropy(logits,label)+loss_re,logits,{'loss_contrastive':loss_contrastive.item(),'loss_fg':loss_fg.item()} else: return F.cross_entropy(weight.unsqueeze(-1)*logits,label), logits @@ -674,8 +666,8 @@ class MaPLe(TrainerX): model_name="model-best.pth.tar" ) - # if meet_checkpoint_freq or last_epoch: - # self.save_model(self.epoch, self.output_dir) + if meet_checkpoint_freq or last_epoch: + self.save_model(self.epoch, self.output_dir) print(f"Now generate the attentive masking in {self.cfg.TRAINER.DAPT_MODE} \n") diff --git a/trainers/util.py b/trainers/util.py index add45d3..8cc60c5 100644 --- a/trainers/util.py +++ b/trainers/util.py @@ -5,10 +5,6 @@ import cv2 from PIL import Image import os -BACKGROUND_CATEGORY = ['ground','land','grass','tree','building','wall','sky','lake','water','river','sea','railway','railroad','keyboard','helmet', - 'cloud','house','mountain','ocean','road','rock','street','valley','bridge','sign', - ] - class GradCAM(object): def __init__(self,model_dict): layer_name = model_dict['layer_name'] @@ -80,7 +76,7 @@ class GradCAM(object): else: logit = self.model_arch.forward_test(input,labels,cfg=cfg) - pred_label = torch.argmax(logit[:,:-len(BACKGROUND_CATEGORY)]) + pred_label = torch.argmax(logit) sign = pred_label == labels # if (split == 'true' and sign == False) or (split == 'wrong' and sign == True): # print(f'Ignore the not {split} sample') @@ -88,11 +84,10 @@ class GradCAM(object): # if attn_mask: # return final_cls_mask - pred = logit[:,:-len(BACKGROUND_CATEGORY)].argmax(dim=-1) - background_logit = logit[:,-len(BACKGROUND_CATEGORY):] - one_hot_labels = F.one_hot(labels, num_classes=logit.shape[1]-len(BACKGROUND_CATEGORY)).to(torch.float16) + pred = logit.argmax(dim=-1) + one_hot_labels = F.one_hot(labels, num_classes=logit.shape[1]).to(torch.float16) - loss = (F.softmax(logit[:,:-len(BACKGROUND_CATEGORY)])*one_hot_labels).mean() #+ background_logit.mean() #(logit[:,:-len(BACKGROUND_CATEGORY)]*one_hot_labels).mean() #F.cross_entropy(logit.requires_grad_(True), labels) + loss = (F.softmax(logit)*one_hot_labels).mean() # score = logit[:,labels] self.model_arch.zero_grad() @@ -186,10 +181,8 @@ class GradCAM(object): # if attn_mask: # return final_cls_mask - # pred = logit[:,-len(BACKGROUND_CATEGORY):].argmax(dim=-1) - # background_logit = logit[:,-len(BACKGROUND_CATEGORY):] one_hot_labels = F.one_hot(labels, num_classes=logit.shape[1]).to(torch.float16) - loss = (logit*one_hot_labels).mean() #+ background_logit.mean() #(logit[:,:-len(BACKGROUND_CATEGORY)]*one_hot_labels).mean() #F.cross_entropy(logit.requires_grad_(True), labels) + loss = (logit*one_hot_labels).mean() # score = logit[:,labels] self.model_arch.zero_grad() loss.backward(retain_graph=retain_graph)