Update E5 training history epoch 42
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
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@@ -1720,5 +1720,47 @@
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],
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"learning_rate": 7.783603724899252e-06,
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"epoch_time_seconds": 415.4469916820526
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}
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]
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],
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"learning_rate": 7.783603724899252e-06,
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"epoch_time_seconds": 415.4469916820526
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},
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{
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"epoch": 42,
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"train_loss": 0.6373935226274996,
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"val_loss": 0.8951625429295205,
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"foreground_dice": 0.7783396738302913,
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"foreground_iou": 0.6439606686998394,
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"foreground_precision": 0.8148488279883846,
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"foreground_recall": 0.7548415361235913,
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"tumor_dice": 0.9255948214596667,
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"tumor_iou": 0.8614951230197554,
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"tumor_precision": 0.9223336032530347,
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"tumor_recall": 0.9288791837501909,
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"tumor_sensitivity": 0.9288791837501909,
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"tumor_fnr": 0.0711208162498091,
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"tumor_fpr": 0.020870186917547932,
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"tumor_tp": 1897611,
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"tumor_tn": 7496633,
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"tumor_fp": 159791,
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"tumor_fn": 145293,
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"class_dice": [
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0.6645056320008519,
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0.8407411690529524,
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0.8297722204370694
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],
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"class_iou": [
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0.497572769997092,
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0.7252402540389667,
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0.7090689820634594
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],
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"class_precision": [
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0.7744399872977402,
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0.7914467331531364,
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0.8786597635142773
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],
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"class_recall": [
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0.58190260438379,
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0.896583968192158,
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0.7860380357948259
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],
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"learning_rate": 6.184665997806817e-06,
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"epoch_time_seconds": 413.9155023097992
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}
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]
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