SE results after epoch 35

results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "SE Attention 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 34,
-    "next_epoch": 35,
-    "best_epoch": 23,
-    "best_validation_dice": 0.7577089060084862,
+    "last_completed_epoch": 35,
+    "next_epoch": 36,
+    "best_epoch": 35,
+    "best_validation_dice": 0.7710512849311217,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -1423,6 +1423,47 @@
             "val_iou_edema": 0.6750216888224374,
             "val_iou_enhancing": 0.7096420351508643,
             "epoch_seconds": 1342.0616645812988
+        },
+        {
+            "epoch": 35,
+            "learning_rate": 2.3208660251050148e-05,
+            "train_loss": 0.45001290586529946,
+            "val_loss": 0.5130557945451221,
+            "train_dice": 0.8194306814452327,
+            "val_dice": 0.7710512849311217,
+            "train_dice_macro_all": 0.8598160621760201,
+            "val_dice_macro_all": 0.8224265208396401,
+            "train_tumor_dice": 0.9368769571154322,
+            "val_tumor_dice": 0.920973017921554,
+            "train_iou": 0.6946867167857498,
+            "val_iou": 0.633219867302338,
+            "train_tumor_iou": 0.8812497888987595,
+            "val_tumor_iou": 0.8535217684246922,
+            "train_precision": 0.949796705823931,
+            "val_precision": 0.931078056144449,
+            "train_recall": 0.9243039769822597,
+            "val_recall": 0.9110849657412201,
+            "train_fnr": 0.07569602301774027,
+            "val_fnr": 0.08891503425877988,
+            "train_fpr": 0.014988877088701788,
+            "val_fpr": 0.02029295368352142,
+            "train_TP": 16724236,
+            "train_TN": 58092475,
+            "train_FP": 883991,
+            "train_FN": 1369634,
+            "val_TP": 4087928,
+            "val_TN": 14609173,
+            "val_FP": 302604,
+            "val_FN": 398951,
+            "val_dice_background": 0.9765522285651947,
+            "val_dice_ncr_net": 0.6666057245227581,
+            "val_dice_edema": 0.8094980683748865,
+            "val_dice_enhancing": 0.8370500618957206,
+            "val_iou_background": 0.9541788607308549,
+            "val_iou_ncr_net": 0.49993144322160066,
+            "val_iou_edema": 0.6799636748760822,
+            "val_iou_enhancing": 0.7197644838093314,
+            "epoch_seconds": 1357.5068473815918
         }
     ]
 }