├── LICENSE ├── README.md ├── data ├── README.md ├── create_clevr_annotations.py └── resisc45 │ └── resisc45_json.json ├── figure └── arch.png ├── pgn ├── __init__.py ├── datamodules │ ├── __init__.py │ ├── cifar100_datamodule.py │ ├── cifar10_datamodule.py │ ├── clevr_count_datamodule.py │ ├── dtd_datamodule.py │ ├── eurosat_datamodule.py │ ├── flowers102_datamodule.py │ ├── food101_datamodule.py │ ├── oxfordpets_datamodule.py │ ├── resisc45_datamodule.py │ ├── sun397_datamodule.py │ ├── svhn_datamodule.py │ ├── ucf101_datamodule.py │ └── utils.py ├── datasets │ ├── clevr_count.py │ └── json_dataset.py ├── lightning │ ├── pgn_clip.py │ ├── pgn_dino.py │ └── pgn_vit.py ├── lr_schedulers │ ├── __init__.py │ └── cosine_with_warmup.py ├── pgn_models │ ├── iip.py │ ├── pgn_switch.py │ ├── resnet.py │ ├── tlpgn.py │ ├── utils.py │ └── vision_transformer.py └── scripts │ ├── __init__.py │ ├── pgn_clip │ ├── test_clip_pgn.py │ └── train_clip_pgn.py │ └── pgn_visionmodel │ ├── test_visionmodel_pgn.py │ └── train_visionmodel_pgn.py ├── poetry.lock ├── pretrained_pgns ├── pgn_clip │ ├── cifar10 │ │ └── pgn_clip_cifar10.pt │ ├── cifar100 │ │ └── pgn_clip_cifar100.pt │ ├── clevr_count │ │ └── pgn_clip_clevr_count.pt │ ├── dtd │ │ └── pgn_clip_dtd.pt │ ├── eurosat │ │ └── pgn_clip_eurosat.pt │ ├── flowers102 │ │ └── pgn_clip_flowers102.pt │ ├── food101 │ │ └── pgn_clip_food101.pt │ ├── oxford_pets │ │ └── pgn_clip_oxford_pets.pt │ ├── resisc45 │ │ └── pgn_clip_resisc45.pt │ ├── sun397 │ │ └── pgn_clip_sun397.pt │ ├── svhn │ │ └── pgn_clip_svhn.pt │ └── ucf101 │ │ └── pgn_clip_ucf101.pt ├── pgn_dino │ ├── cifar100 │ │ └── pgn_dino_cifar100.pt │ ├── eurosat │ │ └── pgn_dino_eurosat.pt │ └── sun397 │ │ └── pgn_dino_sun397.pt └── pgn_vit │ ├── cifar100 │ └── pgn_vit_cifar100.pt │ ├── eurosat │ └── pgn_vit_eurosat.pt │ └── sun397 │ └── pgn_vit_sun397.pt └── pyproject.toml /LICENSE: -------------------------------------------------------------------------------- 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