Results epoch 46
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": 45,
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"best_validation_dice": 0.7721250271246268,
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"config": {
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@@ -1874,6 +1874,47 @@
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"val_iou_edema": 0.6685029349056847,
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"val_iou_enhancing": 0.7318381807098756,
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"epoch_seconds": 398.597907
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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": 46,
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"next_epoch": 47,
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"best_epoch": 45,
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"best_validation_dice": 0.7721250271246268,
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"config": {
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"val_iou_edema": 0.6685029349056847,
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| 1875 |
"val_iou_enhancing": 0.7318381807098756,
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"epoch_seconds": 398.597907
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},
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{
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"epoch": 46,
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"learning_rate": 2.4471741852423216e-06,
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"train_loss": 0.36846245979877557,
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"val_loss": 0.5133533195869343,
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"train_dice": 0.8523297540021778,
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"val_dice": 0.7652124618412733,
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| 1885 |
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"train_dice_macro_all": 0.884719232385225,
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| 1886 |
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"val_dice_macro_all": 0.817913168701923,
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| 1887 |
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"train_tumor_dice": 0.9396761661943241,
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"val_tumor_dice": 0.9215289557298956,
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"train_iou": 0.7429069998731755,
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"val_iou": 0.6258699998335325,
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"train_tumor_iou": 0.886216207006941,
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"val_tumor_iou": 0.8544772348093728,
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"train_precision": 0.9498612044104924,
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"val_precision": 0.9527946645088888,
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"train_recall": 0.9297072321590983,
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"val_recall": 0.8922500042108997,
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"train_fnr": 0.07029276784090166,
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"val_fnr": 0.10774999578910023,
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"train_fpr": 0.01494093824764015,
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"val_fpr": 0.01409625366974501,
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"train_TP": 16723358,
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"train_TN": 58199819,
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"train_FP": 882749,
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"train_FN": 1264410,
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"val_TP": 4184839,
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"val_TN": 14501113,
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"val_FP": 207334,
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"val_FN": 505370,
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"val_dice_background": 0.9760152892838718,
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"val_dice_ncr_net": 0.6598817631502477,
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"val_dice_edema": 0.7933330681540518,
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| 1912 |
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"val_dice_enhancing": 0.8424225542195203,
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| 1913 |
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"val_iou_background": 0.9531541624301121,
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"val_iou_ncr_net": 0.4924056288506658,
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"val_iou_edema": 0.6574581992898555,
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"val_iou_enhancing": 0.7277461713600762,
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"epoch_seconds": 404.088248
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}
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]
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}
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