SE results after epoch 14

results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "SE Attention 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 13,
-    "next_epoch": 14,
-    "best_epoch": 13,
-    "best_validation_dice": 0.7389408793627764,
+    "last_completed_epoch": 14,
+    "next_epoch": 15,
+    "best_epoch": 14,
+    "best_validation_dice": 0.7451913852292189,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -562,6 +562,47 @@
             "val_iou_edema": 0.6575160768443138,
             "val_iou_enhancing": 0.7152328358061374,
             "epoch_seconds": 1622.6163711547852
+        },
+        {
+            "epoch": 14,
+            "learning_rate": 8.422735529643442e-05,
+            "train_loss": 0.6222362257793647,
+            "val_loss": 0.613084908272769,
+            "train_dice": 0.7689139448410515,
+            "val_dice": 0.7451913852292189,
+            "train_dice_macro_all": 0.8207848007748435,
+            "val_dice_macro_all": 0.8030172016581811,
+            "train_tumor_dice": 0.9195527014025292,
+            "val_tumor_dice": 0.9127325656748375,
+            "train_iou": 0.6281340808388985,
+            "val_iou": 0.6006287481949366,
+            "train_tumor_iou": 0.8510851964702038,
+            "val_tumor_iou": 0.8394738376776142,
+            "train_precision": 0.9353726254023992,
+            "val_precision": 0.9431058840539838,
+            "train_recall": 0.9042590010269275,
+            "val_recall": 0.8842545902409852,
+            "train_fnr": 0.09574099897307259,
+            "val_fnr": 0.11574540975901484,
+            "train_fpr": 0.01873345299072849,
+            "val_fpr": 0.014960588601635466,
+            "train_TP": 16076167,
+            "train_TN": 58181314,
+            "train_FP": 1110745,
+            "train_FN": 1702110,
+            "val_TP": 3757066,
+            "val_TN": 14923155,
+            "val_FP": 226650,
+            "val_FN": 491785,
+            "val_dice_background": 0.9764946509450676,
+            "val_dice_ncr_net": 0.6288910860866507,
+            "val_dice_edema": 0.7876940776338948,
+            "val_dice_enhancing": 0.8189889919671112,
+            "val_iou_background": 0.9540689277752453,
+            "val_iou_ncr_net": 0.4586733261704949,
+            "val_iou_edema": 0.6497486014887407,
+            "val_iou_enhancing": 0.6934643169255742,
+            "epoch_seconds": 1624.2466192245483
         }
     ]
 }