Results epoch 19
Browse files- baseline_results.json +43 -2
baseline_results.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"experiment": "Baseline Original 3D U-Net",
|
| 3 |
"status": "training",
|
| 4 |
-
"last_completed_epoch":
|
| 5 |
-
"next_epoch":
|
| 6 |
"best_epoch": 18,
|
| 7 |
"best_validation_dice": 0.7567167023976262,
|
| 8 |
"config": {
|
|
@@ -767,6 +767,47 @@
|
|
| 767 |
"val_iou_edema": 0.6656860339427941,
|
| 768 |
"val_iou_enhancing": 0.7191392369729387,
|
| 769 |
"epoch_seconds": 342.655921
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 770 |
}
|
| 771 |
]
|
| 772 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"experiment": "Baseline Original 3D U-Net",
|
| 3 |
"status": "training",
|
| 4 |
+
"last_completed_epoch": 19,
|
| 5 |
+
"next_epoch": 20,
|
| 6 |
"best_epoch": 18,
|
| 7 |
"best_validation_dice": 0.7567167023976262,
|
| 8 |
"config": {
|
|
|
|
| 767 |
"val_iou_edema": 0.6656860339427941,
|
| 768 |
"val_iou_enhancing": 0.7191392369729387,
|
| 769 |
"epoch_seconds": 342.655921
|
| 770 |
+
},
|
| 771 |
+
{
|
| 772 |
+
"epoch": 19,
|
| 773 |
+
"learning_rate": 7.128896457825361e-05,
|
| 774 |
+
"train_loss": 0.4681369971965446,
|
| 775 |
+
"val_loss": 0.5233048071732392,
|
| 776 |
+
"train_dice": 0.8085217709997593,
|
| 777 |
+
"val_dice": 0.7321228250047399,
|
| 778 |
+
"train_dice_macro_all": 0.8509555506293889,
|
| 779 |
+
"val_dice_macro_all": 0.7931824331986235,
|
| 780 |
+
"train_tumor_dice": 0.9290460722717672,
|
| 781 |
+
"val_tumor_dice": 0.9018500960105811,
|
| 782 |
+
"train_iou": 0.6799211840935268,
|
| 783 |
+
"val_iou": 0.5890347735083202,
|
| 784 |
+
"train_tumor_iou": 0.8674939679641602,
|
| 785 |
+
"val_tumor_iou": 0.8212449800653725,
|
| 786 |
+
"train_precision": 0.9377549475820763,
|
| 787 |
+
"val_precision": 0.9548320789812965,
|
| 788 |
+
"train_recall": 0.9204974661811282,
|
| 789 |
+
"val_recall": 0.8544387646619956,
|
| 790 |
+
"train_fnr": 0.07950253381887187,
|
| 791 |
+
"val_fnr": 0.14556123533800436,
|
| 792 |
+
"train_fpr": 0.01895115447486614,
|
| 793 |
+
"val_fpr": 0.010413937651613298,
|
| 794 |
+
"train_TP": 16795012,
|
| 795 |
+
"train_TN": 57709957,
|
| 796 |
+
"train_FP": 1114797,
|
| 797 |
+
"train_FN": 1450570,
|
| 798 |
+
"val_TP": 3395655,
|
| 799 |
+
"val_TN": 15263891,
|
| 800 |
+
"val_FP": 160630,
|
| 801 |
+
"val_FN": 578480,
|
| 802 |
+
"val_dice_background": 0.9763612577802744,
|
| 803 |
+
"val_dice_ncr_net": 0.5774702964948295,
|
| 804 |
+
"val_dice_edema": 0.7854203703126137,
|
| 805 |
+
"val_dice_enhancing": 0.8334778082067764,
|
| 806 |
+
"val_iou_background": 0.9538142877076619,
|
| 807 |
+
"val_iou_ncr_net": 0.40594603759198805,
|
| 808 |
+
"val_iou_edema": 0.6466602527450329,
|
| 809 |
+
"val_iou_enhancing": 0.7144980301879398,
|
| 810 |
+
"epoch_seconds": 332.27169
|
| 811 |
}
|
| 812 |
]
|
| 813 |
}
|