Update E5 training history epoch 25
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
|
@@ -1006,5 +1006,47 @@
|
|
| 1006 |
],
|
| 1007 |
"learning_rate": 5.3139525976465657e-05,
|
| 1008 |
"epoch_time_seconds": 426.2053644657135
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1009 |
}
|
| 1010 |
]
|
|
|
|
| 1006 |
],
|
| 1007 |
"learning_rate": 5.3139525976465657e-05,
|
| 1008 |
"epoch_time_seconds": 426.2053644657135
|
| 1009 |
+
},
|
| 1010 |
+
{
|
| 1011 |
+
"epoch": 25,
|
| 1012 |
+
"train_loss": 0.714830588422665,
|
| 1013 |
+
"val_loss": 0.8923623521585722,
|
| 1014 |
+
"foreground_dice": 0.7981320839032815,
|
| 1015 |
+
"foreground_iou": 0.6684631678164156,
|
| 1016 |
+
"foreground_precision": 0.8426464359668375,
|
| 1017 |
+
"foreground_recall": 0.7714128717439087,
|
| 1018 |
+
"tumor_dice": 0.9234829453171334,
|
| 1019 |
+
"tumor_iou": 0.8578433024353563,
|
| 1020 |
+
"tumor_precision": 0.9313504343751488,
|
| 1021 |
+
"tumor_recall": 0.9157472624832832,
|
| 1022 |
+
"tumor_sensitivity": 0.9157472624832832,
|
| 1023 |
+
"tumor_fnr": 0.08425273751671682,
|
| 1024 |
+
"tumor_fpr": 0.017859736472308627,
|
| 1025 |
+
"tumor_tp": 1858412,
|
| 1026 |
+
"tumor_tn": 7532951,
|
| 1027 |
+
"tumor_fp": 136983,
|
| 1028 |
+
"tumor_fn": 170982,
|
| 1029 |
+
"class_dice": [
|
| 1030 |
+
0.7093838542415922,
|
| 1031 |
+
0.8425937099640451,
|
| 1032 |
+
0.8424186875042073
|
| 1033 |
+
],
|
| 1034 |
+
"class_iou": [
|
| 1035 |
+
0.5496474351207928,
|
| 1036 |
+
0.7280016682282502,
|
| 1037 |
+
0.727740400100204
|
| 1038 |
+
],
|
| 1039 |
+
"class_precision": [
|
| 1040 |
+
0.8724183288077968,
|
| 1041 |
+
0.8142671601948339,
|
| 1042 |
+
0.8412538188978821
|
| 1043 |
+
],
|
| 1044 |
+
"class_recall": [
|
| 1045 |
+
0.5976897011472446,
|
| 1046 |
+
0.8729621275568138,
|
| 1047 |
+
0.8435867865276677
|
| 1048 |
+
],
|
| 1049 |
+
"learning_rate": 4.999999999999998e-05,
|
| 1050 |
+
"epoch_time_seconds": 410.8722720146179
|
| 1051 |
}
|
| 1052 |
]
|