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Upload configs/config.yaml

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configs/config.yaml ADDED
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+ data:
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+ dataset_name: "hf-vision/chest-xray-pneumonia"
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+ dataset_config: "default"
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+ data_dir: "data/cache"
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+ image_size: 224
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+ batch_size: 32
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+ num_workers: 0 # 0 for Windows compatibility
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+
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+ model:
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+ name: "mobilenet_v2" # "simple_cnn" or "mobilenet_v2"
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+ num_classes: 2
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+ pretrained: true
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+ freeze_backbone: true
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+ unfreeze_after_epoch: 5
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+
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+ training:
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+ epochs: 15
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+ learning_rate: 0.001
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+ weight_decay: 1.0e-4
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+ scheduler: "reduce_on_plateau"
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+ patience: 3
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+ checkpoint_dir: "checkpoints"
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+ seed: 42
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+
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+ evaluation:
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+ output_dir: "results"
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+
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+ inference:
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+ model_path: "checkpoints/best_mobilenet_v2.pth"
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+ threshold: 0.5