SE results after epoch 26
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": 0.6930140807464763,
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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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{
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"experiment": "SE Attention 3D U-Net",
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"status": "training",
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+
"last_completed_epoch": 26,
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"next_epoch": 27,
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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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| 1054 |
"val_iou_edema": 0.6930140807464763,
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| 1055 |
"val_iou_enhancing": 0.7170212922119387,
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| 1056 |
"epoch_seconds": 1584.1993961334229
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},
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{
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"epoch": 26,
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| 1060 |
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"learning_rate": 4.999999999999998e-05,
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| 1061 |
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"train_loss": 0.48220086609627927,
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| 1062 |
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"val_loss": 0.5027543239899583,
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| 1063 |
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"train_dice": 0.8084440406474477,
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| 1064 |
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"val_dice": 0.752418746666164,
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| 1065 |
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"train_dice_macro_all": 0.8511143755618145,
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| 1066 |
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"val_dice_macro_all": 0.8093738857837581,
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| 1067 |
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"train_tumor_dice": 0.9299121652831358,
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| 1068 |
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"val_tumor_dice": 0.9241543524932959,
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| 1069 |
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"train_iou": 0.6797526735324965,
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| 1070 |
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"val_iou": 0.6112166285674513,
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| 1071 |
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"train_tumor_iou": 0.8690054546122211,
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| 1072 |
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"val_tumor_iou": 0.8590027339284626,
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| 1073 |
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"train_precision": 0.9434871170971064,
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| 1074 |
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"val_precision": 0.9427587728214466,
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"train_recall": 0.9167223072321253,
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"val_recall": 0.9062700022868492,
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| 1077 |
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"train_fnr": 0.0832776927678747,
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"val_fnr": 0.09372999771315085,
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"train_fpr": 0.016660744897507563,
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"val_fpr": 0.014694781425103401,
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"train_TP": 16446958,
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"train_TN": 58144151,
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"train_FP": 985138,
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"train_FN": 1494089,
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"val_TP": 3705371,
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"val_TN": 15085083,
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"val_FP": 224978,
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"val_FN": 383224,
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"val_dice_background": 0.9802393031365406,
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| 1090 |
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"val_dice_ncr_net": 0.6266615669775516,
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| 1091 |
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"val_dice_edema": 0.7952199505828587,
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| 1092 |
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"val_dice_enhancing": 0.8353747224380818,
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| 1093 |
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"val_iou_background": 0.961244443085052,
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| 1094 |
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"val_iou_ncr_net": 0.4563052718173716,
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| 1095 |
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"val_iou_edema": 0.6600540496728652,
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| 1096 |
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"val_iou_enhancing": 0.717290564212117,
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"epoch_seconds": 1571.5878903865814
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}
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]
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}
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