Results epoch 23
Browse files- baseline_results.json +43 -2
baseline_results.json
CHANGED
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@@ -1,8 +1,8 @@
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{
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"experiment": "Baseline Original 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": 22,
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"best_validation_dice": 0.762200769842023,
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"config": {
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"val_iou_edema": 0.6579062477218051,
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"val_iou_enhancing": 0.7001905457731025,
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"epoch_seconds": 351.999927
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}
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]
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}
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{
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"experiment": "Baseline Original 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": 22,
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"best_validation_dice": 0.762200769842023,
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"config": {
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| 931 |
"val_iou_edema": 0.6579062477218051,
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| 932 |
"val_iou_enhancing": 0.7001905457731025,
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| 933 |
"epoch_seconds": 351.999927
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},
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{
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"epoch": 23,
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"learning_rate": 5.9369065729286224e-05,
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"train_loss": 0.4355832503563693,
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"val_loss": 0.4966947261143375,
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"train_dice": 0.8194504715432035,
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"val_dice": 0.7500792391906977,
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"train_dice_macro_all": 0.85957505887062,
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"val_dice_macro_all": 0.807058992551558,
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"train_tumor_dice": 0.932678889242225,
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"val_tumor_dice": 0.9191286875176932,
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"train_iou": 0.6950341202607971,
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"val_iou": 0.6086266324166637,
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"train_tumor_iou": 0.8738503153751386,
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"val_tumor_iou": 0.8503590361805802,
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"train_precision": 0.9437799682245995,
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"val_precision": 0.9378727163571801,
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"train_recall": 0.9218359239902115,
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"val_recall": 0.9011192028285144,
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"train_fnr": 0.07816407600978843,
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"val_fnr": 0.09888079717148554,
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"train_fpr": 0.016606009345956275,
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"val_fpr": 0.016655025082920737,
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"train_TP": 16496264,
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"train_TN": 58192659,
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"train_FP": 982666,
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"train_FN": 1398747,
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"val_TP": 3813322,
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"val_TN": 14914289,
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"val_FP": 252605,
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"val_FN": 418440,
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"val_dice_background": 0.9779982526341391,
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"val_dice_ncr_net": 0.621892905192447,
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"val_dice_edema": 0.7896575753652514,
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"val_dice_enhancing": 0.8386872370143946,
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"val_iou_background": 0.9569438165393183,
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"val_iou_ncr_net": 0.4512660210049146,
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"val_iou_edema": 0.6524249330544208,
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"val_iou_enhancing": 0.7221889431906556,
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"epoch_seconds": 344.546079
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}
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]
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}
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