Update E5 training history epoch 4
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
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@@ -124,5 +124,47 @@
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],
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"learning_rate": 9.911436253643444e-05,
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"epoch_time_seconds": 427.1343812942505
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}
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]
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],
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"learning_rate": 9.911436253643444e-05,
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"epoch_time_seconds": 427.1343812942505
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},
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{
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"epoch": 4,
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"train_loss": 1.640343488884621,
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"val_loss": 1.5227557710699133,
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"foreground_dice": 0.7542746258344746,
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"foreground_iou": 0.6082242414760196,
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"foreground_precision": 0.750780538576492,
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"foreground_recall": 0.7778232186575503,
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"tumor_dice": 0.8790794121759532,
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"tumor_iou": 0.7842477172111181,
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"tumor_precision": 0.8103757448015889,
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"tumor_recall": 0.9605115994834424,
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"tumor_sensitivity": 0.9605115994834424,
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"tumor_fnr": 0.03948840051655751,
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"tumor_fpr": 0.06141124221828294,
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"tumor_tp": 1999278,
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"tumor_tn": 7150034,
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"tumor_fp": 467822,
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"tumor_fn": 82194,
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"class_dice": [
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0.684507317986628,
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0.7698216361237099,
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0.808494923393086
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],
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"class_iou": [
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0.5203429310902621,
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0.6257805036482703,
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0.6785492896895263
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],
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"class_precision": [
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0.752031595320551,
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0.6574396653585031,
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0.8428703550504215
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],
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"class_recall": [
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0.6281098672220776,
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0.928546250900192,
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0.7768135378503814
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],
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"learning_rate": 9.842915805643155e-05,
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"epoch_time_seconds": 428.6436822414398
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}
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]
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