Results epoch 2
Browse files- baseline_results.json +39 -39
baseline_results.json
CHANGED
|
@@ -3,8 +3,8 @@
|
|
| 3 |
"status": "training",
|
| 4 |
"last_completed_epoch": 2,
|
| 5 |
"next_epoch": 3,
|
| 6 |
-
"best_epoch":
|
| 7 |
-
"best_validation_dice": 0.
|
| 8 |
"config": {
|
| 9 |
"seed": 42,
|
| 10 |
"num_epochs": 50,
|
|
@@ -75,43 +75,43 @@
|
|
| 75 |
{
|
| 76 |
"epoch": 2,
|
| 77 |
"learning_rate": 9.990133642141359e-05,
|
| 78 |
-
"train_loss": 0.
|
| 79 |
-
"val_loss": 0.
|
| 80 |
-
"train_dice": 0.
|
| 81 |
-
"val_dice": 0.
|
| 82 |
-
"train_dice_macro_all": 0.
|
| 83 |
-
"val_dice_macro_all": 0.
|
| 84 |
-
"train_tumor_dice": 0.
|
| 85 |
-
"val_tumor_dice": 0.
|
| 86 |
-
"train_iou": 0.
|
| 87 |
-
"val_iou": 0.
|
| 88 |
-
"train_tumor_iou": 0.
|
| 89 |
-
"val_tumor_iou": 0.
|
| 90 |
-
"train_precision": 0.
|
| 91 |
-
"val_precision": 0.
|
| 92 |
-
"train_recall": 0.
|
| 93 |
-
"val_recall": 0.
|
| 94 |
-
"train_fnr": 0.
|
| 95 |
-
"val_fnr": 0.
|
| 96 |
-
"train_fpr": 0.
|
| 97 |
-
"val_fpr": 0.
|
| 98 |
-
"train_TP":
|
| 99 |
-
"train_TN":
|
| 100 |
-
"train_FP":
|
| 101 |
-
"train_FN":
|
| 102 |
-
"val_TP":
|
| 103 |
-
"val_TN":
|
| 104 |
-
"val_FP":
|
| 105 |
-
"val_FN":
|
| 106 |
-
"val_dice_background": 0.
|
| 107 |
-
"val_dice_ncr_net": 0.
|
| 108 |
-
"val_dice_edema": 0.
|
| 109 |
-
"val_dice_enhancing": 0.
|
| 110 |
-
"val_iou_background": 0.
|
| 111 |
-
"val_iou_ncr_net": 0.
|
| 112 |
-
"val_iou_edema": 0.
|
| 113 |
-
"val_iou_enhancing": 0.
|
| 114 |
-
"epoch_seconds":
|
| 115 |
}
|
| 116 |
]
|
| 117 |
}
|
|
|
|
| 3 |
"status": "training",
|
| 4 |
"last_completed_epoch": 2,
|
| 5 |
"next_epoch": 3,
|
| 6 |
+
"best_epoch": 1,
|
| 7 |
+
"best_validation_dice": 0.6674318233054427,
|
| 8 |
"config": {
|
| 9 |
"seed": 42,
|
| 10 |
"num_epochs": 50,
|
|
|
|
| 75 |
{
|
| 76 |
"epoch": 2,
|
| 77 |
"learning_rate": 9.990133642141359e-05,
|
| 78 |
+
"train_loss": 0.9671330764180138,
|
| 79 |
+
"val_loss": 0.9060315038706805,
|
| 80 |
+
"train_dice": 0.6980681674615224,
|
| 81 |
+
"val_dice": 0.6528249156096942,
|
| 82 |
+
"train_dice_macro_all": 0.7642170328728349,
|
| 83 |
+
"val_dice_macro_all": 0.7324736215879255,
|
| 84 |
+
"train_tumor_dice": 0.883683518423901,
|
| 85 |
+
"val_tumor_dice": 0.9014860173524574,
|
| 86 |
+
"train_iou": 0.5415697560805018,
|
| 87 |
+
"val_iou": 0.4944645875066553,
|
| 88 |
+
"train_tumor_iou": 0.7916066214271518,
|
| 89 |
+
"val_tumor_iou": 0.8206413678775161,
|
| 90 |
+
"train_precision": 0.8742799957377301,
|
| 91 |
+
"val_precision": 0.8833141734310331,
|
| 92 |
+
"train_recall": 0.8932915240429868,
|
| 93 |
+
"val_recall": 0.9204212406630089,
|
| 94 |
+
"train_fnr": 0.10670847595701312,
|
| 95 |
+
"val_fnr": 0.07957875933699113,
|
| 96 |
+
"train_fpr": 0.04064851050426591,
|
| 97 |
+
"val_fpr": 0.03434360689915877,
|
| 98 |
+
"train_TP": 16549142,
|
| 99 |
+
"train_TN": 56164571,
|
| 100 |
+
"train_FP": 2379739,
|
| 101 |
+
"train_FN": 1976884,
|
| 102 |
+
"val_TP": 3932520,
|
| 103 |
+
"val_TN": 14606648,
|
| 104 |
+
"val_FP": 519486,
|
| 105 |
+
"val_FN": 340002,
|
| 106 |
+
"val_dice_background": 0.9714197395226195,
|
| 107 |
+
"val_dice_ncr_net": 0.49344232857766906,
|
| 108 |
+
"val_dice_edema": 0.7308892676562883,
|
| 109 |
+
"val_dice_enhancing": 0.7341431505951254,
|
| 110 |
+
"val_iou_background": 0.9444277484693009,
|
| 111 |
+
"val_iou_ncr_net": 0.3275296644381449,
|
| 112 |
+
"val_iou_edema": 0.5759066163647747,
|
| 113 |
+
"val_iou_enhancing": 0.5799574817170463,
|
| 114 |
+
"epoch_seconds": 1121.569045
|
| 115 |
}
|
| 116 |
]
|
| 117 |
}
|