Reduanul1997 commited on
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aec8f19
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1 Parent(s): 58dcdce

Update E5 training history epoch 13

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  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -502,5 +502,47 @@
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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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  ],
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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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+ "epoch": 13,
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+ "train_loss": 0.8980055723060556,
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+ "val_loss": 0.9851516783237457,
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+ "foreground_dice": 0.7574779795792114,
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+ "foreground_iou": 0.6189786106189662,
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+ "foreground_precision": 0.8342481799940321,
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+ "foreground_recall": 0.7251720341430792,
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+ "tumor_dice": 0.9156307645212506,
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+ "tumor_iou": 0.8443902082089217,
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+ "tumor_precision": 0.9218667859624095,
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+ "tumor_recall": 0.9094785440622768,
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+ "tumor_sensitivity": 0.9094785440622768,
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+ "tumor_fnr": 0.09052145593772325,
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+ "tumor_fpr": 0.019605249085594887,
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+ "tumor_tp": 1788676,
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+ "tumor_tn": 7581023,
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+ "tumor_fp": 151600,
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+ "tumor_fn": 178029,
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+ "class_dice": [
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+ 0.8199594335141899,
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+ 0.8319426936848084
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+ ],
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+ "class_iou": [
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+ 0.4498340858666459,
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+ 0.6948569878034356,
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+ 0.712244758186817
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+ ],
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+ "class_precision": [
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+ 0.7668895052400083,
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+ ],
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+ "class_recall": [
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+ 0.8181908097342546
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+ ],
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+ "learning_rate": 8.422735529643442e-05,
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+ "epoch_time_seconds": 424.5658059120178
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  }
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  ]