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BioPrintSeg

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BioPrintSeg
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{
  "pid": 161024,
  "time": "2026-07-10 01:12:04",
  "model": "U-Net",
  "state": "finished",
  "best_epoch": 4,
  "best_val_Dice": 0.8627537373935201,
  "val": {
    "mIoU": 0.7991217694449388,
    "IoU_fg": 0.7586340494240498,
    "IoU_bg": 0.839609489465828,
    "Dice": 0.8627537373935201,
    "Accuracy": 0.8933659693238079,
    "Precision": 0.8631976188293713,
    "Recall": 0.8623103122366425,
    "Loss": 0.5579595383880708
  },
  "test": {
    "mIoU": 0.9278532438110862,
    "IoU_fg": 0.8779333062910093,
    "IoU_bg": 0.9777731813311631,
    "Dice": 0.9349994521636783,
    "Accuracy": 0.9808366478036297,
    "Precision": 0.9258233694291444,
    "Recall": 0.944359248951744,
    "Loss": 0.15636057169133916
  },
  "profile": {
    "Params_M": 7.849025,
    "FLOPs_G": 55.650025472,
    "FPS": 54.57967697629099,
    "Latency_ms": 18.32183800637722
  },
  "device": "cuda",
  "micro_batch_size": 4,
  "grad_accum_steps": 2,
  "effective_batch_size": 8,
  "aug_repeat": 2,
  "offline_aug": true,
  "offline_aug_cache_dir": "cache\\offline_aug\\b508af2d449b560b",
  "threshold": 0.5,
  "target_metric": "all",
  "target_metrics": [
    "mIoU",
    "Dice",
    "Accuracy",
    "Precision",
    "Recall"
  ],
  "target_splits": [
    "val",
    "test"
  ],
  "target_value": 0.92,
  "target_accuracy": 0.92,
  "passed": false
}