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Browse files- README.md +11 -0
- config.json +37 -0
- pytorch_model.bin +3 -0
README.md
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# DomainBed CORAL for PACS
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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
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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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}
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pytorch_model.bin
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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
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