Update E5 training history epoch 40
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
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@@ -1636,5 +1636,47 @@
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],
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"learning_rate": 1.1474337861210536e-05,
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"epoch_time_seconds": 417.7566828727722
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}
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]
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],
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"learning_rate": 1.1474337861210536e-05,
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"epoch_time_seconds": 417.7566828727722
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},
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{
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"epoch": 40,
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"train_loss": 0.6472994811883589,
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"val_loss": 0.9758335746623374,
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"foreground_dice": 0.7635952892787241,
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"foreground_iou": 0.6218854852522199,
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"foreground_precision": 0.828624598182239,
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"foreground_recall": 0.7206058356169223,
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"tumor_dice": 0.9132358822010074,
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"tumor_iou": 0.8403257590530047,
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"tumor_precision": 0.9411259014894006,
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"tumor_recall": 0.8869513126461597,
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"tumor_sensitivity": 0.8869513126461597,
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"tumor_fnr": 0.11304868735384035,
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"tumor_fpr": 0.015007642404874687,
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"tumor_tp": 1831511,
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"tumor_tn": 7519803,
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"tumor_fp": 114574,
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"tumor_fn": 233440,
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"class_dice": [
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0.6720754265803542,
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0.8124416184592189,
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0.806268822796599
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],
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"class_iou": [
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0.5061096390811103,
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0.684127728865951,
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0.6754190878095981
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],
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"class_precision": [
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0.8297333947561363,
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0.7745164107059315,
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0.8816239890846491
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],
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"class_recall": [
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0.5647643337418436,
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0.8542721712053993,
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0.7427810019035238
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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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