Reduanul1997 commited on
Commit
f6a8754
·
verified ·
1 Parent(s): 8c82b2e

Update E5 training history epoch 40

Browse files
Files changed (1) hide show
  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -1636,5 +1636,47 @@
1636
  ],
1637
  "learning_rate": 1.1474337861210536e-05,
1638
  "epoch_time_seconds": 417.7566828727722
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1639
  }
1640
  ]
 
1636
  ],
1637
  "learning_rate": 1.1474337861210536e-05,
1638
  "epoch_time_seconds": 417.7566828727722
1639
+ },
1640
+ {
1641
+ "epoch": 40,
1642
+ "train_loss": 0.6472994811883589,
1643
+ "val_loss": 0.9758335746623374,
1644
+ "foreground_dice": 0.7635952892787241,
1645
+ "foreground_iou": 0.6218854852522199,
1646
+ "foreground_precision": 0.828624598182239,
1647
+ "foreground_recall": 0.7206058356169223,
1648
+ "tumor_dice": 0.9132358822010074,
1649
+ "tumor_iou": 0.8403257590530047,
1650
+ "tumor_precision": 0.9411259014894006,
1651
+ "tumor_recall": 0.8869513126461597,
1652
+ "tumor_sensitivity": 0.8869513126461597,
1653
+ "tumor_fnr": 0.11304868735384035,
1654
+ "tumor_fpr": 0.015007642404874687,
1655
+ "tumor_tp": 1831511,
1656
+ "tumor_tn": 7519803,
1657
+ "tumor_fp": 114574,
1658
+ "tumor_fn": 233440,
1659
+ "class_dice": [
1660
+ 0.6720754265803542,
1661
+ 0.8124416184592189,
1662
+ 0.806268822796599
1663
+ ],
1664
+ "class_iou": [
1665
+ 0.5061096390811103,
1666
+ 0.684127728865951,
1667
+ 0.6754190878095981
1668
+ ],
1669
+ "class_precision": [
1670
+ 0.8297333947561363,
1671
+ 0.7745164107059315,
1672
+ 0.8816239890846491
1673
+ ],
1674
+ "class_recall": [
1675
+ 0.5647643337418436,
1676
+ 0.8542721712053993,
1677
+ 0.7427810019035238
1678
+ ],
1679
+ "learning_rate": 9.549150281252626e-06,
1680
+ "epoch_time_seconds": 406.6849989891052
1681
  }
1682
  ]