Update E5 training history epoch 15
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
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@@ -586,5 +586,47 @@
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],
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"learning_rate": 8.187119948743447e-05,
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"epoch_time_seconds": 435.798819065094
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}
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]
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],
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"learning_rate": 8.187119948743447e-05,
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"epoch_time_seconds": 435.798819065094
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},
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{
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"epoch": 15,
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"train_loss": 0.8632067450049783,
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"val_loss": 0.925662170390825,
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"foreground_dice": 0.7827751552034162,
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"foreground_iou": 0.6497299766940138,
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"foreground_precision": 0.8344352889615871,
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"foreground_recall": 0.7623230271819796,
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"tumor_dice": 0.9263226243670895,
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"tumor_iou": 0.862756956037228,
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"tumor_precision": 0.920360731009842,
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"tumor_recall": 0.9323622609823979,
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"tumor_sensitivity": 0.9323622609823979,
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"tumor_fnr": 0.06763773901760202,
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"tumor_fpr": 0.02230588212998663,
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"tumor_tp": 1958743,
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"tumor_tn": 7428998,
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"tumor_fp": 169491,
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"tumor_fn": 142096,
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"class_dice": [
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0.6711253244201596,
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0.8347558372242802,
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0.842444303965809
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],
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"class_iou": [
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0.5050328196880727,
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0.7163784757658122,
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0.7277786346281566
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],
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"class_precision": [
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0.888005195296284,
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0.7796944562938218,
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0.8356062152946555
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],
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"class_recall": [
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0.5393889310537668,
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0.8981849169889348,
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0.8493952335032373
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],
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"learning_rate": 7.938926261462366e-05,
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"epoch_time_seconds": 432.62567138671875
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}
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]
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