Image Classification
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swin
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MRI-Reader / training_params.json
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{
"data_path": "sartajbhuvaji/Brain-Tumor-Classification",
"model": "microsoft/swin-base-patch4-window7-224-in22k",
"username": "NeuronZero",
"lr": 5e-05,
"epochs": 5,
"batch_size": 32,
"warmup_ratio": 0.1,
"gradient_accumulation": 1,
"optimizer": "adamw_torch",
"scheduler": "linear",
"weight_decay": 0.0,
"max_grad_norm": 1.0,
"seed": 42,
"train_split": "Training",
"valid_split": null,
"logging_steps": -1,
"project_name": "MRI-Reader",
"auto_find_batch_size": false,
"mixed_precision": "fp4",
"save_total_limit": 1,
"save_strategy": "epoch",
"push_to_hub": true,
"repo_id": "NeuronZero/MRI-Reader",
"evaluation_strategy": "epoch",
"image_column": "image",
"target_column": "label",
"log": "none"
}