SE results after epoch 22
Browse files- results.json +43 -2
results.json
CHANGED
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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": 18,
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"best_validation_dice": 0.7487589571827078,
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"config": {
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"val_iou_edema": 0.6537657280328911,
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"val_iou_enhancing": 0.6639629167930101,
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| 892 |
"epoch_seconds": 1561.1913385391235
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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": 22,
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"next_epoch": 23,
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"best_epoch": 18,
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"best_validation_dice": 0.7487589571827078,
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"config": {
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| 890 |
"val_iou_edema": 0.6537657280328911,
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| 891 |
"val_iou_enhancing": 0.6639629167930101,
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| 892 |
"epoch_seconds": 1561.1913385391235
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},
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{
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"epoch": 22,
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| 896 |
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"learning_rate": 6.243449435824272e-05,
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| 897 |
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"train_loss": 0.5099071937353432,
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| 898 |
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"val_loss": 0.582096764163391,
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| 899 |
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"train_dice": 0.7971344250762268,
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| 900 |
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"val_dice": 0.714170088137954,
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| 901 |
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"train_dice_macro_all": 0.8427230584486989,
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| 902 |
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"val_dice_macro_all": 0.778862393110767,
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| 903 |
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"train_tumor_dice": 0.9308910101427339,
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| 904 |
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"val_tumor_dice": 0.9048885403035911,
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| 905 |
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"train_iou": 0.6644177119709056,
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| 906 |
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"val_iou": 0.5688818740537852,
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| 907 |
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"train_tumor_iou": 0.870716661233028,
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| 908 |
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"val_tumor_iou": 0.8262981199689463,
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"train_precision": 0.943370801777439,
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"val_precision": 0.9518470743792103,
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| 911 |
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"train_recall": 0.9187370962138524,
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"val_recall": 0.8623454878869956,
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| 913 |
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"train_fnr": 0.0812629037861476,
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| 914 |
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"val_fnr": 0.13765451211300445,
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"train_fpr": 0.016650163056591,
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"val_fpr": 0.013209784211469375,
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"train_TP": 16419832,
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"train_TN": 58212500,
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"train_FP": 985659,
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"train_FN": 1452345,
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"val_TP": 3888064,
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"val_TN": 14693255,
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"val_FP": 196693,
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"val_FN": 620644,
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"val_dice_background": 0.9729393080292057,
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| 926 |
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"val_dice_ncr_net": 0.5432888572521092,
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| 927 |
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"val_dice_edema": 0.7746838589879947,
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| 928 |
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"val_dice_enhancing": 0.8245375481737581,
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| 929 |
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"val_iou_background": 0.9473045903083519,
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"val_iou_ncr_net": 0.3729557915148966,
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| 931 |
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"val_iou_edema": 0.6322318241463569,
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| 932 |
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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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