Results epoch 12
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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@@ -480,6 +480,47 @@
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"val_iou_edema": 0.6172518222421592,
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"val_iou_enhancing": 0.6823258751436727,
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"epoch_seconds": 981.080357
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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": 12,
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"next_epoch": 13,
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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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"val_iou_edema": 0.6172518222421592,
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"val_iou_enhancing": 0.6823258751436727,
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"epoch_seconds": 981.080357
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},
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{
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"epoch": 12,
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"learning_rate": 8.852566213878945e-05,
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"train_loss": 0.5264802667863515,
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"val_loss": 0.5714063982705813,
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"train_dice": 0.7912631500140052,
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"val_dice": 0.7072109819133248,
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"train_dice_macro_all": 0.8375104882977563,
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"val_dice_macro_all": 0.774188851484144,
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"train_tumor_dice": 0.9186434302620728,
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"val_tumor_dice": 0.9064712033560712,
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"train_iou": 0.6563337640816337,
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"val_iou": 0.5631673600483486,
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"train_tumor_iou": 0.8495286901384538,
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"val_tumor_iou": 0.8289413192757771,
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"train_precision": 0.9294835475885359,
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"val_precision": 0.9527130053804964,
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"train_recall": 0.908053244205099,
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"val_recall": 0.864510484396897,
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"train_fnr": 0.091946755794901,
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"val_fnr": 0.1354895156031029,
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"train_fpr": 0.020412767425635626,
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"val_fpr": 0.01212380864542187,
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"train_TP": 15996779,
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"train_TN": 58240155,
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"train_FP": 1213616,
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"train_FN": 1619786,
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"val_TP": 3694521,
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"val_TN": 14941741,
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"val_FP": 183374,
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"val_FN": 579020,
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"val_dice_background": 0.975122460196602,
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"val_dice_ncr_net": 0.517626915153417,
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"val_dice_edema": 0.7774114651517312,
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"val_dice_enhancing": 0.8265945654348259,
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"val_iou_background": 0.9514526588061043,
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"val_iou_ncr_net": 0.34918801511226055,
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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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