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  1. README.md +11 -0
  2. config.json +37 -0
  3. pytorch_model.bin +3 -0
README.md ADDED
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+
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+ # DomainBed CORAL for PACS
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+
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+ This model was trained using the DomainBed framework with the following configuration:
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+ - Algorithm: CORAL
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+ - Dataset: PACS
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+ - Test Environments: [2, 3]
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+ - Input Shape: (3, 224, 224)
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+ - Number of Classes: 7
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+ - Number of Domains: 2
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+
config.json ADDED
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+ {
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+ "_attn_implementation_autoset": true,
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+ "algorithm_name": "CORAL",
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+ "dataset_name": "PACS",
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+ "hparams": {
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+ "batch_size": 32,
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+ "class_balanced": false,
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+ "data_augmentation": true,
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+ "dinov2": false,
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+ "freeze_bn": false,
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+ "lars": false,
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+ "linear_steps": 500,
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+ "lr": 5e-05,
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+ "mmd_gamma": 1.0,
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+ "nonlinear_classifier": false,
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+ "resnet18": false,
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+ "resnet50_augmix": true,
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+ "resnet_dropout": 0.0,
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+ "vit": false,
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+ "vit_attn_tune": false,
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+ "vit_dropout": 0.0,
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+ "weight_decay": 0.0
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+ },
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+ "input_shape": [
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+ 3,
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+ 224,
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+ 224
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+ ],
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+ "model_type": "domainbed",
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+ "num_classes": 7,
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+ "num_domains": 2,
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+ "test_envs": [
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+ 2,
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+ 3
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+ ],
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+ "transformers_version": "4.48.2"
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+ }
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:cebe28101fbbac2a6e6f6f8afb18cf22ac7583b3851177417f82bd4376cc0112
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+ size 94466890