Update E5 training history epoch 20
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
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@@ -796,5 +796,47 @@
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],
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"learning_rate": 6.840622763423389e-05,
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"epoch_time_seconds": 423.7052843570709
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}
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]
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],
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"learning_rate": 6.840622763423389e-05,
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"epoch_time_seconds": 423.7052843570709
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},
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{
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"epoch": 20,
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"train_loss": 0.7797732144391456,
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"val_loss": 0.8970810174942017,
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"foreground_dice": 0.791468266355479,
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"foreground_iou": 0.6589050594012176,
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"foreground_precision": 0.803613771863477,
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"foreground_recall": 0.7879257705626918,
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"tumor_dice": 0.9116869371028461,
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"tumor_iou": 0.8377065094448848,
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"tumor_precision": 0.8923872113575623,
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"tumor_recall": 0.9318399093325461,
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"tumor_sensitivity": 0.9318399093325461,
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"tumor_fnr": 0.06816009066745393,
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"tumor_fpr": 0.02953627370639652,
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"tumor_tp": 1881204,
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"tumor_tn": 7453668,
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"tumor_fp": 226854,
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"tumor_fn": 137602,
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"class_dice": [
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0.7063136037087903,
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0.8284306968007706,
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0.8396604985568757
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],
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"class_iou": [
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0.5459697232139701,
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0.707111986067369,
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0.7236334689223135
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],
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"class_precision": [
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0.7963283417600371,
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0.7762495647135872,
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0.8382634091168067
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],
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"class_recall": [
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0.6345821991679934,
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0.8881328598380909,
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0.8410622526819911
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],
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"learning_rate": 6.545084971874736e-05,
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"epoch_time_seconds": 421.95567989349365
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}
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]
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