Update E5 training history epoch 41
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
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@@ -1678,5 +1678,47 @@
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],
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"learning_rate": 9.549150281252626e-06,
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"epoch_time_seconds": 406.6849989891052
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}
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]
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],
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"learning_rate": 9.549150281252626e-06,
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"epoch_time_seconds": 406.6849989891052
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},
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{
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"epoch": 41,
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"train_loss": 0.6385132212217163,
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"val_loss": 0.9064546026088096,
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"foreground_dice": 0.7881631295023035,
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"foreground_iou": 0.654307294941528,
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"foreground_precision": 0.8284688126466411,
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"foreground_recall": 0.76193072847381,
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"tumor_dice": 0.9260394919679444,
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"tumor_iou": 0.862265870152745,
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"tumor_precision": 0.9246372422481237,
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"tumor_recall": 0.9274460012842768,
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"tumor_sensitivity": 0.9274460012842768,
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"tumor_fnr": 0.07255399871572323,
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"tumor_fpr": 0.02250750640457771,
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"tumor_tp": 2063917,
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"tumor_tn": 7305731,
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"tumor_fp": 168220,
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"tumor_fn": 161460,
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"class_dice": [
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0.7050044806894542,
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0.8433760512884519,
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0.8161088565290046
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],
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"class_iou": [
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0.5444068880368002,
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0.7291704898795784,
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0.6893445069082051
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],
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"class_precision": [
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0.7964802471643188,
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0.7873698518114339,
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0.9015563389641706
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],
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"class_recall": [
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0.632376079903053,
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0.907959910784115,
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0.7454561947342622
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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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