├── .gitignore ├── .vscode └── launch.json ├── README.md ├── bin ├── slurm_run.sh ├── train.sh └── write_dataset.py ├── configs ├── cifar.gin ├── dres.gin ├── mae_ffcv.gin ├── mae_if.gin ├── resnet18.gin ├── simclr_ffcv.gin ├── simclr_if.gin └── vitt.gin ├── dataset ├── build_dataset.py ├── ffcv_transform.py ├── multiloader.py └── transform.py ├── docs ├── config.md ├── in1k.md ├── simdino.md └── smalldata.md ├── environment.txt ├── layers ├── aim_vit.py ├── backbone.py ├── build_model.py ├── operation.py ├── target.py └── vit_rope.py ├── main_pretrain.py ├── main_pretrain_ema.py ├── model ├── __init__.py ├── aim.py ├── base.py ├── difformer.py ├── dino.py ├── dmae.py ├── mae.py ├── moco.py ├── msmae.py ├── multimae.py ├── simclr.py ├── simdino.py ├── simsiam.py ├── sit.py ├── tmae.py ├── vait.py └── vcl.py ├── pics └── n01518878_10165.JPEG ├── profiler.py ├── requirements.txt ├── submitit_pretrain.py └── util ├── __init__.py ├── backbone.py ├── clustering.py ├── crop.py ├── datasets.py ├── decomposition.py ├── dres.py ├── helper.py ├── lars.py ├── lr_decay.py ├── lr_sched.py ├── misc.py ├── muon.py ├── pos_embed.py └── prob.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erow/FastSSL/HEAD/.gitignore -------------------------------------------------------------------------------- /.vscode/launch.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erow/FastSSL/HEAD/.vscode/launch.json -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/erow/FastSSL/HEAD/README.md -------------------------------------------------------------------------------- /bin/slurm_run.sh: -------------------------------------------------------------------------------- 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