SE results after epoch 8
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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@@ -316,6 +316,47 @@
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"val_iou_edema": 0.6399124629243409,
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"val_iou_enhancing": 0.6706913744466292,
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"epoch_seconds": 1521.854564666748
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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": 8,
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"next_epoch": 9,
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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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| 316 |
"val_iou_edema": 0.6399124629243409,
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| 317 |
"val_iou_enhancing": 0.6706913744466292,
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"epoch_seconds": 1521.854564666748
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},
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{
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"epoch": 8,
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"learning_rate": 9.524135262330098e-05,
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"train_loss": 0.8651663829274729,
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"val_loss": 0.7900441272838695,
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"train_dice": 0.7202369379466603,
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"val_dice": 0.7007341989861019,
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| 327 |
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"train_dice_macro_all": 0.7831747690733422,
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| 328 |
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"val_dice_macro_all": 0.7685784450130642,
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"train_tumor_dice": 0.9064895615422183,
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"val_tumor_dice": 0.9038807701255999,
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"train_iou": 0.5693985266328866,
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"val_iou": 0.548660457754733,
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"train_tumor_iou": 0.8289720240994444,
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"val_tumor_iou": 0.824619024546419,
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"train_precision": 0.9223743052565272,
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"val_precision": 0.9086212506083083,
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"train_recall": 0.8911426758600722,
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"val_recall": 0.8991894972119014,
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"train_fnr": 0.10885732413992773,
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"val_fnr": 0.10081050278809858,
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"train_fpr": 0.022971392692928548,
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"val_fpr": 0.026415035272223233,
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"train_TP": 16104030,
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"train_TN": 57643830,
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"train_FP": 1355292,
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"train_FN": 1967184,
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"val_TP": 3943329,
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"val_TN": 14616655,
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"val_FP": 396575,
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"val_FN": 442097,
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"val_dice_background": 0.9721111830939511,
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"val_dice_ncr_net": 0.5577640445221123,
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"val_dice_edema": 0.7473706305011207,
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"val_dice_enhancing": 0.7970679219350725,
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"val_iou_background": 0.9457357324112262,
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"val_iou_ncr_net": 0.3867356394795303,
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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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