Results epoch 13
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": 10,
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"best_validation_dice": 0.7282565685837289,
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"config": {
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@@ -521,6 +521,47 @@
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"val_iou_edema": 0.6358733482219454,
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"val_iou_enhancing": 0.7044407168108395,
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"epoch_seconds": 997.447876
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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": 13,
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"next_epoch": 14,
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"best_epoch": 10,
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"best_validation_dice": 0.7282565685837289,
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"config": {
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| 521 |
"val_iou_edema": 0.6358733482219454,
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| 522 |
"val_iou_enhancing": 0.7044407168108395,
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"epoch_seconds": 997.447876
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},
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{
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"epoch": 13,
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"learning_rate": 8.644843137107056e-05,
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"train_loss": 0.5123566986143995,
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"val_loss": 0.6026128679513931,
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"train_dice": 0.7896758354623374,
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"val_dice": 0.709957051554066,
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"train_dice_macro_all": 0.8364352744978163,
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"val_dice_macro_all": 0.7761385374418491,
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"train_tumor_dice": 0.9206318999841558,
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"val_tumor_dice": 0.9083328896846379,
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"train_iou": 0.6550717098463977,
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"val_iou": 0.5572450285932291,
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"train_tumor_iou": 0.85293599094752,
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"val_tumor_iou": 0.8320603241607577,
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"train_precision": 0.9309202583076903,
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"val_precision": 0.9388941154861601,
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"train_recall": 0.9105684659019067,
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"val_recall": 0.8796984953372619,
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"train_fnr": 0.08943153409809332,
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"val_fnr": 0.12030150466273815,
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"train_fpr": 0.020109037756138474,
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"val_fpr": 0.016475254954505695,
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"train_TP": 16095251,
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"train_TN": 58199927,
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"train_FP": 1194362,
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"train_FN": 1580796,
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"val_TP": 3813310,
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"val_TN": 14815683,
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"val_FP": 248181,
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"val_FN": 521482,
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"val_dice_background": 0.9746829951051986,
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"val_dice_ncr_net": 0.5980902371857058,
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"val_dice_edema": 0.7230725065263015,
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"val_dice_enhancing": 0.8087084109501906,
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"val_iou_background": 0.9506162391261638,
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"val_iou_ncr_net": 0.4266253456891951,
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"val_iou_edema": 0.5662596429490966,
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"val_iou_enhancing": 0.6788500971413957,
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"epoch_seconds": 1000.036843
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}
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]
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}
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