| { | |
| "pid": 153200, | |
| "time": "2026-07-08 21:49:03", | |
| "model": "U-Net++", | |
| "state": "finished", | |
| "best_epoch": 3, | |
| "best_val_Dice": 0.7229887770741491, | |
| "test": { | |
| "mIoU": 0.938716356529431, | |
| "IoU_fg": 0.8986403320558197, | |
| "IoU_bg": 0.9787923810030421, | |
| "Dice": 0.9466146029698898, | |
| "Accuracy": 0.9821488252732138, | |
| "Precision": 0.9727435234782054, | |
| "Recall": 0.9218526647845667, | |
| "Loss": 0.14118215936286496 | |
| }, | |
| "profile": { | |
| "Params_M": 9.159105, | |
| "FLOPs_G": 137.791275008, | |
| "FPS": 17.147130406602727, | |
| "Latency_ms": 58.31879599019885 | |
| }, | |
| "device": "cuda", | |
| "micro_batch_size": 4, | |
| "grad_accum_steps": 2, | |
| "effective_batch_size": 8, | |
| "target_accuracy": 0.92, | |
| "passed": true | |
| } |