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Browse files- config.json +29 -0
config.json
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{
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"model_type": "efficientnet",
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"architectures": ["EfficientNetB4"],
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"num_classes": 45,
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"image_size": 384,
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"num_channels": 3,
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"task": "multi-label-image-classification",
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"framework": "pytorch",
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"training": {
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"optimizer": "AdamW",
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"scheduler": "CosineAnnealingLR",
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"loss_function": "BCEWithLogitsLoss",
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"batch_size": 5,
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"epochs": 50,
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"learning_rate": 1e-4,
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"weight_decay": 1e-2
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},
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"performance": {
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"best_auc": 0.8204,
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"train_loss": 0.2118,
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"val_loss": 0.2578,
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"macro_f1": 0.1517,
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"micro_f1": 0.4450
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},
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"normalization": {
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"mean": [0.485, 0.456, 0.406],
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"std": [0.229, 0.224, 0.225]
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}
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}
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