├── .gitignore ├── LICENSE ├── README.md ├── moco ├── data_utils │ ├── __init__.py │ ├── augmentation.py │ ├── data_loader.py │ ├── exif.py │ ├── tinyimagenet.py │ └── valprep.sh ├── experiments │ ├── exp_mix_res18_tinyimg.sh │ ├── exp_mix_res50_imagenet.sh │ ├── exp_moco_res18_tinyimg.sh │ └── exp_moco_res50_imagenet.sh ├── lincls.py ├── models │ ├── __init__.py │ ├── base_encoder │ │ ├── __init__.py │ │ ├── bn.py │ │ └── resnet.py │ └── encoder.py ├── pretrain.py └── utils │ ├── __init__.py │ ├── args.py │ ├── loss_fn.py │ └── utils.py └── simclr ├── data_aug ├── __init__.py ├── augmentation.py ├── data_loader.py └── tinyimagenet.py ├── lincls.py ├── loss ├── mix_loss.py └── nt_xent.py ├── models ├── baseline_encoder.py ├── resnet_lincls.py └── resnet_simclr.py ├── pretrain.py ├── scripts ├── resnet18_batch128_gpu2.sh └── resnet18_batch128_gpu2_mix.sh └── utils ├── __init__.py ├── args.py └── utils.py /.gitignore: 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