Reduanul1997 commited on
Commit
91e5bdd
·
verified ·
1 Parent(s): 0ab69a7

Update E5 training history epoch 29

Browse files
Files changed (1) hide show
  1. e5_training_history.json +42 -0
e5_training_history.json CHANGED
@@ -1174,5 +1174,47 @@
1174
  ],
1175
  "learning_rate": 4.063093427071375e-05,
1176
  "epoch_time_seconds": 409.94066047668457
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1177
  }
1178
  ]
 
1174
  ],
1175
  "learning_rate": 4.063093427071375e-05,
1176
  "epoch_time_seconds": 409.94066047668457
1177
+ },
1178
+ {
1179
+ "epoch": 29,
1180
+ "train_loss": 0.7040631456845472,
1181
+ "val_loss": 0.8786077443006877,
1182
+ "foreground_dice": 0.7591165377875274,
1183
+ "foreground_iou": 0.6176335628497105,
1184
+ "foreground_precision": 0.7796301463546998,
1185
+ "foreground_recall": 0.754679165241881,
1186
+ "tumor_dice": 0.9229613149311536,
1187
+ "tumor_iou": 0.8569435134747794,
1188
+ "tumor_precision": 0.8871245407235616,
1189
+ "tumor_recall": 0.961815340028799,
1190
+ "tumor_sensitivity": 0.961815340028799,
1191
+ "tumor_fnr": 0.03818465997120099,
1192
+ "tumor_fpr": 0.03578545913499719,
1193
+ "tumor_tp": 2110723,
1194
+ "tumor_tn": 7236245,
1195
+ "tumor_fp": 268563,
1196
+ "tumor_fn": 83797,
1197
+ "class_dice": [
1198
+ 0.6515945455957088,
1199
+ 0.8214325757544299,
1200
+ 0.8043224920124432
1201
+ ],
1202
+ "class_iou": [
1203
+ 0.48323339502032436,
1204
+ 0.6969754626301918,
1205
+ 0.6726918308986153
1206
+ ],
1207
+ "class_precision": [
1208
+ 0.7270806671753266,
1209
+ 0.7350885461924797,
1210
+ 0.8767212256962932
1211
+ ],
1212
+ "class_recall": [
1213
+ 0.590308250450406,
1214
+ 0.9307603570086994,
1215
+ 0.7429688882665375
1216
+ ],
1217
+ "learning_rate": 3.756550564175724e-05,
1218
+ "epoch_time_seconds": 413.1639094352722
1219
  }
1220
  ]