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88c19eb
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1 Parent(s): f73403d

Update E5 training history epoch 47

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -1930,5 +1930,47 @@
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  ],
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  "learning_rate": 1.5708419435684504e-06,
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  "epoch_time_seconds": 417.7038242816925
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ]
 
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  ],
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  "learning_rate": 1.5708419435684504e-06,
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  "epoch_time_seconds": 417.7038242816925
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+ },
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+ {
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+ "epoch": 47,
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+ "train_loss": 0.6210868634841069,
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+ "val_loss": 0.9222149647570945,
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+ "foreground_dice": 0.7774260490682731,
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+ "foreground_iou": 0.6402804187248861,
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+ "foreground_precision": 0.8160089574816762,
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+ "foreground_recall": 0.7611982890575977,
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+ "tumor_dice": 0.9191571352437174,
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+ "tumor_iou": 0.8504077375308173,
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+ "tumor_precision": 0.9034570012093116,
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+ "tumor_recall": 0.9354125884602383,
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+ "tumor_sensitivity": 0.9354125884602383,
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+ "tumor_fnr": 0.06458741153976165,
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+ "tumor_fpr": 0.027778352360663908,
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+ "tumor_tp": 1973048,
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+ "tumor_tn": 7379208,
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+ "tumor_fp": 210839,
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+ "tumor_fn": 136233,
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+ "class_dice": [
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+ 0.687076740379369,
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+ 0.8134587987549908,
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+ 0.8317426080704592
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+ ],
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+ "class_iou": [
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+ 0.5233182787681739,
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+ 0.6855714726985022,
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+ 0.7119515047079821
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+ ],
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+ "class_precision": [
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+ 0.8346964040278008,
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+ 0.7360387190144251,
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+ 0.8772917494028031
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+ ],
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+ "class_recall": [
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+ 0.5838248027872284,
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+ 0.9090802119823946,
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+ 0.7906898524031699
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+ ],
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+ "learning_rate": 8.856374635655631e-07,
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+ "epoch_time_seconds": 427.6186029911041
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  }
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  ]