Update E5 training history epoch 44
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
|
@@ -1804,5 +1804,47 @@
|
|
| 1804 |
],
|
| 1805 |
"learning_rate": 4.75864737669903e-06,
|
| 1806 |
"epoch_time_seconds": 410.52843022346497
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1807 |
}
|
| 1808 |
]
|
|
|
|
| 1804 |
],
|
| 1805 |
"learning_rate": 4.75864737669903e-06,
|
| 1806 |
"epoch_time_seconds": 410.52843022346497
|
| 1807 |
+
},
|
| 1808 |
+
{
|
| 1809 |
+
"epoch": 44,
|
| 1810 |
+
"train_loss": 0.6262266296817331,
|
| 1811 |
+
"val_loss": 0.8950190028628787,
|
| 1812 |
+
"foreground_dice": 0.7818389153249427,
|
| 1813 |
+
"foreground_iou": 0.6451419269062737,
|
| 1814 |
+
"foreground_precision": 0.8001638067703677,
|
| 1815 |
+
"foreground_recall": 0.7827904634493622,
|
| 1816 |
+
"tumor_dice": 0.9097174898426675,
|
| 1817 |
+
"tumor_iou": 0.8343869422535187,
|
| 1818 |
+
"tumor_precision": 0.8699514728683552,
|
| 1819 |
+
"tumor_recall": 0.9532931040455856,
|
| 1820 |
+
"tumor_sensitivity": 0.9532931040455856,
|
| 1821 |
+
"tumor_fnr": 0.0467068959544144,
|
| 1822 |
+
"tumor_fpr": 0.03817783976253835,
|
| 1823 |
+
"tumor_tp": 1953697,
|
| 1824 |
+
"tumor_tn": 7357852,
|
| 1825 |
+
"tumor_fp": 292057,
|
| 1826 |
+
"tumor_fn": 95722,
|
| 1827 |
+
"class_dice": [
|
| 1828 |
+
0.7059611290885964,
|
| 1829 |
+
0.8030028649879338,
|
| 1830 |
+
0.8365527518982979
|
| 1831 |
+
],
|
| 1832 |
+
"class_iou": [
|
| 1833 |
+
0.5455486268286373,
|
| 1834 |
+
0.670847775237022,
|
| 1835 |
+
0.7190293786531619
|
| 1836 |
+
],
|
| 1837 |
+
"class_precision": [
|
| 1838 |
+
0.8040775270609077,
|
| 1839 |
+
0.7065875701847855,
|
| 1840 |
+
0.8898263230654098
|
| 1841 |
+
],
|
| 1842 |
+
"class_recall": [
|
| 1843 |
+
0.6291856585686763,
|
| 1844 |
+
0.9298879449551616,
|
| 1845 |
+
0.7892977868242487
|
| 1846 |
+
],
|
| 1847 |
+
"learning_rate": 3.5111757055874303e-06,
|
| 1848 |
+
"epoch_time_seconds": 408.35940384864807
|
| 1849 |
}
|
| 1850 |
]
|