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b3f8218 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | {
"dataset_index": "outputs/model/image_type_classifier_dataset_index.csv",
"output_dir": "models/image_type_classifier_v1",
"epochs": 10,
"batch_size": 32,
"lr": 0.0001,
"weight_decay": 0.01,
"backbone": "efficientnet_b0",
"image_size": 224,
"seed": 42,
"num_workers": 0,
"augmentation": "mild_clinical",
"max_train_batches": 60,
"max_val_batches": 60,
"class_names": [
"clinical_macroscopic",
"dermoscopic"
],
"class_to_idx": {
"clinical_macroscopic": 0,
"dermoscopic": 1
},
"device": "mps",
"trainable_params": 4010110,
"train_examples": 19324,
"val_examples": 4153
} |