Update E5 training history epoch 16
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
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@@ -628,5 +628,47 @@
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],
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"learning_rate": 7.938926261462366e-05,
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"epoch_time_seconds": 432.62567138671875
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}
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]
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],
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"learning_rate": 7.938926261462366e-05,
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"epoch_time_seconds": 432.62567138671875
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},
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{
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"epoch": 16,
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"train_loss": 0.8451297063203085,
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"val_loss": 0.9008839428424835,
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"foreground_dice": 0.7955562818548422,
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"foreground_iou": 0.6634082964584345,
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"foreground_precision": 0.7976596597368251,
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"foreground_recall": 0.7984526793270463,
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"tumor_dice": 0.9179857405718507,
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"tumor_iou": 0.8484044757940726,
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"tumor_precision": 0.9018263281561305,
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"tumor_recall": 0.9347348252559611,
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"tumor_sensitivity": 0.9347348252559611,
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"tumor_fnr": 0.06526517474403895,
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"tumor_fpr": 0.02631081085640153,
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"tumor_tp": 1862633,
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"tumor_tn": 7503874,
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"tumor_fp": 202768,
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"tumor_fn": 130053,
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"class_dice": [
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0.7243326682467354,
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0.8222782859823764,
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0.8400578913354148
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],
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"class_iou": [
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0.5678068648596807,
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0.6981940438011418,
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0.7242239807144808
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],
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"class_precision": [
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0.7893699167964506,
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0.7829594401510174,
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0.8206496222630074
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],
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"class_recall": [
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0.6691966561811588,
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0.8657549780887215,
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0.8604064037112586
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],
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"learning_rate": 7.679133974894982e-05,
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"epoch_time_seconds": 421.83034586906433
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}
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]
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