Update E5 training history epoch 5
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
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@@ -166,5 +166,47 @@
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],
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"learning_rate": 9.842915805643155e-05,
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"epoch_time_seconds": 608.9879457950592
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}
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]
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],
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"learning_rate": 9.842915805643155e-05,
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"epoch_time_seconds": 608.9879457950592
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},
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{
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"epoch": 5,
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"train_loss": 1.4868515245363014,
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"val_loss": 1.379227722013319,
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"foreground_dice": 0.738129463941711,
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"foreground_iou": 0.5900346094579456,
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"foreground_precision": 0.7515545575488289,
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"foreground_recall": 0.7589209428982523,
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"tumor_dice": 0.8924353490384347,
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"tumor_iou": 0.8057636619800391,
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"tumor_precision": 0.8361743294901735,
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"tumor_recall": 0.9568134305223246,
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"tumor_sensitivity": 0.9568134305223246,
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"tumor_fnr": 0.043186569477675414,
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"tumor_fpr": 0.05302633613365575,
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"tumor_tp": 2046290,
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"tumor_tn": 7159762,
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"tumor_fp": 400915,
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"tumor_fn": 92361,
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"class_dice": [
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0.6357907074964885,
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0.7803011774947557,
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0.798296506833889
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],
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"class_iou": [
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0.466050708634102,
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0.6397490618971231,
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0.6643040578426118
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],
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"class_precision": [
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0.8129052230903725,
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0.6785544748394124,
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0.7632039747167018
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],
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"class_recall": [
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0.5220477599801189,
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0.9179433448108325,
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0.8367717239038057
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],
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"learning_rate": 9.755282581475769e-05,
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"epoch_time_seconds": 535.1127128601074
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}
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]
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