| { | |
| "pid": 131372, | |
| "time": "2026-07-08 22:08:33", | |
| "model": "DeepLabV3+", | |
| "state": "finished", | |
| "best_epoch": 10, | |
| "best_val_Dice": 0.7373395086207821, | |
| "test": { | |
| "mIoU": 0.9590992819209623, | |
| "IoU_fg": 0.9323235894003763, | |
| "IoU_bg": 0.9858749744415483, | |
| "Dice": 0.9649766680017479, | |
| "Accuracy": 0.9881758295912337, | |
| "Precision": 0.9817160417030807, | |
| "Recall": 0.9487985745089986, | |
| "Loss": 0.08172347243779744 | |
| }, | |
| "profile": { | |
| "Params_M": 2.362081, | |
| "FLOPs_G": 6.909263872, | |
| "FPS": 328.0073687313374, | |
| "Latency_ms": 3.048711996525526 | |
| }, | |
| "device": "cuda", | |
| "micro_batch_size": 6, | |
| "grad_accum_steps": 2, | |
| "effective_batch_size": 12, | |
| "target_accuracy": 0.92, | |
| "passed": true | |
| } |