Results epoch 3

baseline_results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 2,
-    "next_epoch": 3,
-    "best_epoch": 1,
-    "best_validation_dice": 0.6674318233054427,
+    "last_completed_epoch": 3,
+    "next_epoch": 4,
+    "best_epoch": 3,
+    "best_validation_dice": 0.6723589669635901,
     "config": {
         "seed": 42,
         "num_epochs": 50,
@@ -112,6 +112,47 @@
             "val_iou_edema": 0.5759066163647747,
             "val_iou_enhancing": 0.5799574817170463,
             "epoch_seconds": 1121.569045
+        },
+        {
+            "epoch": 3,
+            "learning_rate": 9.96057350657239e-05,
+            "train_loss": 0.8697630306895898,
+            "val_loss": 0.8223717148239548,
+            "train_dice": 0.7029367414777249,
+            "val_dice": 0.6723589669635901,
+            "train_dice_macro_all": 0.7690068323257006,
+            "val_dice_macro_all": 0.7466583891405996,
+            "train_tumor_dice": 0.8914830147318896,
+            "val_tumor_dice": 0.9022722396879671,
+            "train_iou": 0.5474630676239792,
+            "val_iou": 0.5225844256951037,
+            "train_tumor_iou": 0.8042123184213293,
+            "val_tumor_iou": 0.8219453605067736,
+            "train_precision": 0.8895066389171135,
+            "val_precision": 0.911154311889407,
+            "train_recall": 0.8934681926383209,
+            "val_recall": 0.8935616633272477,
+            "train_fnr": 0.10653180736167916,
+            "val_fnr": 0.10643833667275228,
+            "train_fpr": 0.03343168263479464,
+            "val_fpr": 0.02749015844813731,
+            "train_TP": 15940643,
+            "train_TN": 57248900,
+            "train_FP": 1980126,
+            "train_FN": 1900667,
+            "val_TP": 4157301,
+            "val_TN": 14340776,
+            "val_FP": 405374,
+            "val_FN": 495205,
+            "val_dice_background": 0.9695566556716283,
+            "val_dice_ncr_net": 0.4759772886664297,
+            "val_dice_edema": 0.7404592668282345,
+            "val_dice_enhancing": 0.8006403453961061,
+            "val_iou_background": 0.9409121433100929,
+            "val_iou_ncr_net": 0.31231640127589294,
+            "val_iou_edema": 0.5878803656977539,
+            "val_iou_enhancing": 0.667556510111664,
+            "epoch_seconds": 1124.639557
         }
     ]
 }