SE results after epoch 23
Browse files- results.json +45 -4
results.json
CHANGED
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@@ -1,10 +1,10 @@
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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":
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"best_validation_dice": 0.
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"config": {
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"num_epochs": 50,
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"batch_size": 1,
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"val_iou_edema": 0.6322318241463569,
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"val_iou_enhancing": 0.7014580065001023,
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"epoch_seconds": 1655.680320739746
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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": 23,
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"next_epoch": 24,
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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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"num_epochs": 50,
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"batch_size": 1,
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| 931 |
"val_iou_edema": 0.6322318241463569,
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| 932 |
"val_iou_enhancing": 0.7014580065001023,
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| 933 |
"epoch_seconds": 1655.680320739746
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},
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{
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"epoch": 23,
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| 937 |
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"learning_rate": 5.9369065729286224e-05,
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| 938 |
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"train_loss": 0.5105276357661299,
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| 939 |
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"val_loss": 0.5348579780878248,
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| 940 |
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"train_dice": 0.8031637023470068,
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| 941 |
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"val_dice": 0.7577089060084862,
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| 942 |
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"train_dice_macro_all": 0.8470109221234339,
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| 943 |
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"val_dice_macro_all": 0.8122885959374904,
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| 944 |
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"train_tumor_dice": 0.9294338018831243,
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| 945 |
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"val_tumor_dice": 0.9120425295216199,
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"train_iou": 0.6723876451206788,
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"val_iou": 0.6179216673308509,
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"train_tumor_iou": 0.8681703228796097,
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"val_tumor_iou": 0.8383071528711415,
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"train_precision": 0.9451460979110141,
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"val_precision": 0.93778991679204,
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"train_recall": 0.9142353718900744,
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"val_recall": 0.8876711719045572,
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"train_fnr": 0.08576462810992558,
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"val_fnr": 0.1123288280954428,
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"train_fpr": 0.01647802855555642,
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"val_fpr": 0.016613834269194137,
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"train_TP": 16696623,
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"train_TN": 57838369,
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"train_FP": 969030,
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"train_FN": 1566314,
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"val_TP": 3789233,
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"val_TN": 14878555,
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"val_FP": 251366,
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"val_FN": 479502,
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"val_dice_background": 0.976027665724503,
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"val_dice_ncr_net": 0.6312035345761654,
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"val_dice_edema": 0.8173277245515228,
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"val_dice_enhancing": 0.8245954588977705,
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"val_iou_background": 0.9531777696074992,
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"val_iou_ncr_net": 0.4611376128741824,
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"val_iou_edema": 0.6910855538924227,
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"val_iou_enhancing": 0.7015418352259474,
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"epoch_seconds": 1579.8852784633636
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}
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]
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}
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