SE results after epoch 40
Browse files- results.json +43 -2
results.json
CHANGED
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@@ -1,8 +1,8 @@
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{
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"experiment": "SE Attention 3D U-Net",
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"status": "training",
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"last_completed_epoch":
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"next_epoch":
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"best_epoch": 35,
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"best_validation_dice": 0.7710512849311217,
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"config": {
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"val_iou_edema": 0.6575439765311637,
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"val_iou_enhancing": 0.7183624547371578,
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"epoch_seconds": 1364.9604663848877
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}
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]
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}
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{
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"experiment": "SE Attention 3D U-Net",
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"status": "training",
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+
"last_completed_epoch": 40,
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"next_epoch": 41,
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"best_epoch": 35,
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"best_validation_dice": 0.7710512849311217,
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"config": {
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| 1628 |
"val_iou_edema": 0.6575439765311637,
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| 1629 |
"val_iou_enhancing": 0.7183624547371578,
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| 1630 |
"epoch_seconds": 1364.9604663848877
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},
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{
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"epoch": 40,
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"learning_rate": 1.1474337861210536e-05,
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| 1635 |
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"train_loss": 0.4263912296416808,
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| 1636 |
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"val_loss": 0.5425935590992103,
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| 1637 |
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"train_dice": 0.8327924202896512,
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| 1638 |
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"val_dice": 0.7477219565194217,
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| 1639 |
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"train_dice_macro_all": 0.8700241727834652,
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| 1640 |
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"val_dice_macro_all": 0.8047915972251878,
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"train_tumor_dice": 0.9393499636731109,
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| 1642 |
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"val_tumor_dice": 0.914622045574551,
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"train_iou": 0.7139840687366964,
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"val_iou": 0.6056343173249608,
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"train_tumor_iou": 0.8856361019193008,
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"val_tumor_iou": 0.8426760851787444,
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"train_precision": 0.950987431778972,
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"val_precision": 0.9441987960032995,
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"train_recall": 0.9279938734205154,
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"val_recall": 0.8868419805711651,
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"train_fnr": 0.07200612657948456,
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"val_fnr": 0.1131580194288349,
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"train_fpr": 0.014646154000515811,
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"val_fpr": 0.01532917952904185,
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"train_TP": 16767139,
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"train_TN": 58138024,
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"train_FP": 864155,
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"train_FN": 1301018,
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"val_TP": 3893027,
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"val_TN": 14778818,
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"val_FP": 230074,
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"val_FN": 496737,
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"val_dice_background": 0.9760005193424862,
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| 1664 |
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"val_dice_ncr_net": 0.6166318226745358,
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| 1665 |
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"val_dice_edema": 0.7979981897805035,
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| 1666 |
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"val_dice_enhancing": 0.8285358571032259,
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"val_iou_background": 0.9531259905676835,
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"val_iou_ncr_net": 0.4457467164429799,
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"val_iou_edema": 0.6638910049850771,
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| 1670 |
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"val_iou_enhancing": 0.7072652305468252,
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"epoch_seconds": 1387.6047863960266
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}
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]
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}
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