Update E5 training history epoch 12
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
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@@ -460,5 +460,47 @@
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],
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"learning_rate": 8.852566213878945e-05,
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"epoch_time_seconds": 431.5311539173126
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}
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]
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],
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"learning_rate": 8.852566213878945e-05,
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"epoch_time_seconds": 431.5311539173126
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},
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{
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"epoch": 12,
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"train_loss": 0.9479960963434103,
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"val_loss": 0.9871743192543855,
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"foreground_dice": 0.7576036197438225,
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"foreground_iou": 0.6156906732713043,
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"foreground_precision": 0.7688331993712336,
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"foreground_recall": 0.75925468872373,
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"tumor_dice": 0.9131218680931694,
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"tumor_iou": 0.8401327078788297,
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"tumor_precision": 0.8803225853086435,
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"tumor_recall": 0.9484598255028657,
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"tumor_sensitivity": 0.9484598255028657,
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"tumor_fnr": 0.05154017449713431,
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"tumor_fpr": 0.03465141841183866,
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"tumor_tp": 1948587,
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"tumor_tn": 7379948,
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"tumor_fp": 264905,
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"tumor_fn": 105888,
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"class_dice": [
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0.6492466910331659,
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0.8081829936173954,
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0.8153811745809062
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],
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"class_iou": [
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0.4806552660083895,
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0.6781099693067707,
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0.688306784498753
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],
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"class_precision": [
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0.7408417293548116,
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0.7319978202401252,
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0.8336600485187641
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],
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"class_recall": [
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0.5778085015459642,
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0.9020688950007192,
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0.7978866696245068
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],
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"learning_rate": 8.644843137107056e-05,
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"epoch_time_seconds": 429.5032229423523
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}
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]
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