| { | |
| "mode": "train", | |
| "data_root": "/workspace/Dataset_BUSI_with_GT", | |
| "download_dataset": false, | |
| "download_dir": "/workspace", | |
| "force_download": false, | |
| "variant": "both", | |
| "tta": false, | |
| "folds": 5, | |
| "epochs": 50, | |
| "batch_size": 16, | |
| "runs_dir": "runs", | |
| "run_name": "final_run", | |
| "aug": "default", | |
| "label_smoothing": 0.1, | |
| "no_mixup": false, | |
| "mixup_prob": 0.5, | |
| "mixup_alpha": 0.2, | |
| "class_weight_mode": "inverse", | |
| "dropout": 0.3, | |
| "warmup_epochs": 3, | |
| "warmup_lr": 0.0002, | |
| "head_lr": 5e-05, | |
| "backbone_lr": 2e-05, | |
| "calibrate_logits": false, | |
| "sampler": "balanced", | |
| "mask_lambda1": 1.0, | |
| "mask_lambda2": 0.3, | |
| "seed": 42, | |
| "checkpoint": null, | |
| "cam_method": "intrinsic", | |
| "backbone_weights": null, | |
| "busbra_data_root": "./archive/BUSBRA/BUSBRA", | |
| "busbra_download": false, | |
| "busbra_download_dir": "./archive", | |
| "pathology": null, | |
| "output_dir": "runs/final_run" | |
| } |