training_params.json

{
    "data_path": "prostate-mri-T2w-v02/autotrain-data",
    "model": "microsoft/resnet-50",
    "username": "Emilio407",
    "lr": 5e-05,
    "epochs": 50,
    "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": "train",
    "valid_split": "validation",
    "logging_steps": -1,
    "project_name": "prostate-mri-T2w-v02",
    "auto_find_batch_size": false,
    "mixed_precision": "bf16",
    "save_total_limit": 1,
    "push_to_hub": true,
    "eval_strategy": "epoch",
    "image_column": "autotrain_image",
    "target_column": "autotrain_label",
    "log": "tensorboard",
    "early_stopping_patience": 15,
    "early_stopping_threshold": 0.01
}