| { | |
| "objective": "OHEM-BCE", | |
| "ohem_mode": "global", | |
| "ohem_threshold_probability": 0.7, | |
| "ohem_minimum_total_hard_pixels": 65535, | |
| "epochs": 30, | |
| "batch_size": 16, | |
| "seed": 42, | |
| "precision": "fp32", | |
| "normalization": "imagenet", | |
| "checkpoint_selection": "maximum COFW validation face IoU at p=0.5", | |
| "best_epoch": 24, | |
| "best_cofw_iou": 0.936523, | |
| "train_size": 27792, | |
| "validation_size": 500, | |
| "device": "NVIDIA GeForce RTX 3060 12 GB", | |
| "torch_version": "2.13.0+cu132", | |
| "cuda_version": "13.2", | |
| "python_version": "3.12.13" | |
| } |