SE results after epoch 43
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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@@ -1751,6 +1751,47 @@
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"val_iou_edema": 0.6612603281467009,
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"val_iou_enhancing": 0.7012468778099711,
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"epoch_seconds": 1434.5242986679077
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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": 43,
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"next_epoch": 44,
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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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| 1751 |
"val_iou_edema": 0.6612603281467009,
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| 1752 |
"val_iou_enhancing": 0.7012468778099711,
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| 1753 |
"epoch_seconds": 1434.5242986679077
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},
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{
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"epoch": 43,
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| 1757 |
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"learning_rate": 6.184665997806817e-06,
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| 1758 |
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"train_loss": 0.4268099853680247,
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| 1759 |
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"val_loss": 0.5565451536629651,
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| 1760 |
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"train_dice": 0.8321415456904871,
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| 1761 |
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"val_dice": 0.7382648186508676,
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| 1762 |
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"train_dice_macro_all": 0.8693770827429146,
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| 1763 |
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"val_dice_macro_all": 0.7974885900766638,
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| 1764 |
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"train_tumor_dice": 0.9376064782561059,
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| 1765 |
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"val_tumor_dice": 0.9093138098135056,
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| 1766 |
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"train_iou": 0.7132104902258062,
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"val_iou": 0.5960239123677696,
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| 1768 |
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"train_tumor_iou": 0.8825415997614958,
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"val_tumor_iou": 0.8337080069364624,
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"train_precision": 0.9499290320324074,
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"val_precision": 0.9330474742554625,
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"train_recall": 0.9255995287018378,
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"val_recall": 0.8867576076041556,
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"train_fnr": 0.07440047129816216,
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"val_fnr": 0.11324239239584441,
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"train_fpr": 0.015042625301369586,
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"val_fpr": 0.017998057206017833,
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"train_TP": 16811294,
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"train_TN": 58021609,
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"train_FP": 886127,
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"train_FN": 1351306,
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"val_TP": 3792782,
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"val_TN": 14849363,
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"val_FP": 272158,
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"val_FN": 484353,
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"val_dice_background": 0.9751599043540524,
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"val_dice_ncr_net": 0.5866496888865552,
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| 1788 |
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"val_dice_edema": 0.8073847451266991,
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| 1789 |
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"val_dice_enhancing": 0.8207600219393484,
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| 1790 |
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"val_iou_background": 0.9515239582223975,
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"val_iou_ncr_net": 0.4150773408924992,
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| 1792 |
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"val_iou_edema": 0.6769867665431404,
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| 1793 |
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"val_iou_enhancing": 0.6960076296676693,
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"epoch_seconds": 745.8085052967072
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}
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]
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}
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