training_params.json

{
    "task": "image_classification",
    "data_path": "uoft-cs/cifar100",
    "model": "microsoft/resnet-50",
    "username": "ThongCoder",
    "lr": 5e-05,
    "epochs": 1,
    "batch_size": 4,
    "warmup_ratio": 0.1,
    "gradient_accumulation": 1,
    "optimizer": "adamw_torch",
    "scheduler": "cosine",
    "weight_decay": 0.0,
    "max_grad_norm": 1.0,
    "seed": 42,
    "train_split": "train",
    "logging_steps": 50,
    "project_name": "microsoft-resnet50-cifar100",
    "auto_find_batch_size": false,
    "mixed_precision": "fp16",
    "save_total_limit": 1,
    "push_to_hub": true,
    "eval_strategy": "epoch",
    "image_column": "img",
    "target_column": "fine_label",
    "log": "tensorboard",
    "early_stopping_patience": 3,
    "early_stopping_threshold": 0.01
}