SE results after epoch 25
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": 23,
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"best_validation_dice": 0.7577089060084862,
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"config": {
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"val_iou_edema": 0.6600613214899465,
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"val_iou_enhancing": 0.7177853526790761,
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"epoch_seconds": 1576.6745035648346
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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": 25,
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"next_epoch": 26,
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"best_epoch": 23,
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"best_validation_dice": 0.7577089060084862,
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"config": {
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| 1013 |
"val_iou_edema": 0.6600613214899465,
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| 1014 |
"val_iou_enhancing": 0.7177853526790761,
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| 1015 |
"epoch_seconds": 1576.6745035648346
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},
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{
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"epoch": 25,
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| 1019 |
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"learning_rate": 5.3139525976465657e-05,
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"train_loss": 0.4781909073595287,
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| 1021 |
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"val_loss": 0.5042335695108852,
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| 1022 |
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"train_dice": 0.8074283571407189,
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| 1023 |
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"val_dice": 0.7443928064014242,
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| 1024 |
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"train_dice_macro_all": 0.8506123291718317,
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| 1025 |
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"val_dice_macro_all": 0.8030344371485215,
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| 1026 |
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"train_tumor_dice": 0.9320138460909196,
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| 1027 |
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"val_tumor_dice": 0.9199208801488848,
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| 1028 |
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"train_iou": 0.6783365331389266,
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| 1029 |
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"val_iou": 0.6059344770525811,
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| 1030 |
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"train_tumor_iou": 0.872683454443234,
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| 1031 |
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"val_tumor_iou": 0.8517161967501904,
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"train_precision": 0.9467071571443593,
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"val_precision": 0.9206238226218263,
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"train_recall": 0.9177696577430635,
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"val_recall": 0.9192190103206098,
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"train_fnr": 0.08223034225693646,
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"val_fnr": 0.08078098967939022,
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"train_fpr": 0.015377116935962505,
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| 1039 |
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"val_fpr": 0.02084423073492402,
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"train_TP": 16223908,
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"train_TN": 58479508,
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"train_FP": 913290,
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"train_FN": 1453630,
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"val_TP": 3713176,
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"val_TN": 15039016,
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"val_FP": 320150,
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"val_FN": 326314,
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"val_dice_background": 0.9789593293898132,
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| 1049 |
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"val_dice_ncr_net": 0.5793114225377485,
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| 1050 |
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"val_dice_edema": 0.8186749166798608,
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| 1051 |
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"val_dice_enhancing": 0.8351920799866632,
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| 1052 |
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"val_iou_background": 0.9587858325024162,
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"val_iou_ncr_net": 0.40776805819932843,
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| 1054 |
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"val_iou_edema": 0.6930140807464763,
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| 1055 |
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"val_iou_enhancing": 0.7170212922119387,
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"epoch_seconds": 1584.1993961334229
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}
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]
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}
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