SE results after epoch 9
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": 7,
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"best_validation_dice": 0.7129384754587976,
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"config": {
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@@ -357,6 +357,47 @@
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"val_iou_edema": 0.5966414716909522,
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"val_iou_enhancing": 0.6626042620937167,
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"epoch_seconds": 1585.9351315498352
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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": 9,
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"next_epoch": 10,
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"best_epoch": 7,
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"best_validation_dice": 0.7129384754587976,
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"config": {
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| 357 |
"val_iou_edema": 0.5966414716909522,
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| 358 |
"val_iou_enhancing": 0.6626042620937167,
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"epoch_seconds": 1585.9351315498352
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},
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{
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"epoch": 9,
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"learning_rate": 9.381533400219317e-05,
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"train_loss": 0.8096469300133842,
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"val_loss": 0.7571276088018675,
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"train_dice": 0.7321343001180493,
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"val_dice": 0.7125418206940966,
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| 368 |
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"train_dice_macro_all": 0.7921694214675996,
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"val_dice_macro_all": 0.7785247309982393,
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"train_tumor_dice": 0.9094954305015783,
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"val_tumor_dice": 0.9121453299990958,
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"train_iou": 0.5827430605474508,
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"val_iou": 0.5633918973894917,
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"train_tumor_iou": 0.8340134062160798,
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"val_tumor_iou": 0.8384808698742247,
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"train_precision": 0.9276165146936987,
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"val_precision": 0.9407678266140156,
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"train_recall": 0.8920687750657743,
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"val_recall": 0.8852130654668364,
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"train_fnr": 0.1079312249342257,
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"val_fnr": 0.11478693453316353,
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"train_fpr": 0.02187171029157,
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"val_fpr": 0.015505482389454277,
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"train_TP": 16437501,
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"train_TN": 57361419,
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"train_FP": 1282646,
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"train_FN": 1988770,
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"val_TP": 3737505,
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"val_TN": 14941184,
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"val_FP": 235319,
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"val_FN": 484648,
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"val_dice_background": 0.976473461910668,
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"val_dice_ncr_net": 0.5640779705307041,
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"val_dice_edema": 0.7743074301736788,
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"val_dice_enhancing": 0.7992400613779067,
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"val_iou_background": 0.9540284746631968,
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"val_iou_ncr_net": 0.39283328687364893,
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"val_iou_edema": 0.6317305409491035,
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"val_iou_enhancing": 0.6656118643457224,
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"epoch_seconds": 1539.6448080539703
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}
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]
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}
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