SE results after epoch 42
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": 35,
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"best_validation_dice": 0.7710512849311217,
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"config": {
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"val_iou_edema": 0.6536083521082151,
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"val_iou_enhancing": 0.7021432979406514,
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"epoch_seconds": 1377.9313144683838
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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": 42,
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"next_epoch": 43,
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"best_epoch": 35,
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"best_validation_dice": 0.7710512849311217,
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"config": {
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| 1710 |
"val_iou_edema": 0.6536083521082151,
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| 1711 |
"val_iou_enhancing": 0.7021432979406514,
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| 1712 |
"epoch_seconds": 1377.9313144683838
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},
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{
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"epoch": 42,
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"learning_rate": 7.783603724899252e-06,
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| 1717 |
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"train_loss": 0.42627272242996966,
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| 1718 |
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"val_loss": 0.5409415481058327,
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| 1719 |
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"train_dice": 0.8296411471864674,
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"val_dice": 0.7331521362503469,
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| 1721 |
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"train_dice_macro_all": 0.8676096856285735,
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| 1722 |
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"val_dice_macro_all": 0.7939024149730101,
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| 1723 |
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"train_tumor_dice": 0.9389502077992176,
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"val_tumor_dice": 0.9129684038758474,
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"train_iou": 0.7094630820398146,
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"val_iou": 0.5899789993373266,
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"train_tumor_iou": 0.8849256789841018,
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"val_tumor_iou": 0.8398729228580538,
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"train_precision": 0.949710964151717,
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"val_precision": 0.9359465862800534,
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"train_recall": 0.9284305702111874,
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"val_recall": 0.8910914483537574,
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"train_fnr": 0.07156942978881262,
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"val_fnr": 0.10890855164624255,
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"train_fpr": 0.015105847590061372,
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"val_fpr": 0.017235763713809995,
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"train_TP": 16818478,
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"train_TN": 58064810,
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"train_FP": 890571,
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"train_FN": 1296477,
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"val_TP": 3808990,
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"val_TN": 14863458,
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"val_FP": 260676,
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"val_FN": 465532,
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"val_dice_background": 0.9761532511409995,
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"val_dice_ncr_net": 0.5789699697351538,
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"val_dice_edema": 0.7960947684634132,
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"val_dice_enhancing": 0.8243916705524736,
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"val_iou_background": 0.9534173471067309,
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"val_iou_ncr_net": 0.4074297920553076,
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"val_iou_edema": 0.6612603281467009,
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"val_iou_enhancing": 0.7012468778099711,
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"epoch_seconds": 1434.5242986679077
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}
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]
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}
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