Results epoch 22

baseline_results.json

@@ -1,10 +1,10 @@
 {
     "experiment": "Baseline Original 3D U-Net",
     "status": "training",
-    "last_completed_epoch": 21,
-    "next_epoch": 22,
-    "best_epoch": 18,
-    "best_validation_dice": 0.7567167023976262,
+    "last_completed_epoch": 22,
+    "next_epoch": 23,
+    "best_epoch": 22,
+    "best_validation_dice": 0.762200769842023,
     "config": {
         "num_epochs": 50,
         "batch_size": 1,
@@ -890,6 +890,47 @@
             "val_iou_edema": 0.5670492594633298,
             "val_iou_enhancing": 0.6805542342570892,
             "epoch_seconds": 341.261144
+        },
+        {
+            "epoch": 22,
+            "learning_rate": 6.243449435824272e-05,
+            "train_loss": 0.44671090089139487,
+            "val_loss": 0.49778181254058274,
+            "train_dice": 0.8137058822886177,
+            "val_dice": 0.762200769842023,
+            "train_dice_macro_all": 0.8552485513730089,
+            "val_dice_macro_all": 0.8159563693732077,
+            "train_tumor_dice": 0.931242023686767,
+            "val_tumor_dice": 0.9189746929385919,
+            "train_iou": 0.6868676266195366,
+            "val_iou": 0.6203482292703887,
+            "train_tumor_iou": 0.8713310630898509,
+            "val_tumor_iou": 0.8500954482154314,
+            "train_precision": 0.9403313126730439,
+            "val_precision": 0.9346254170269571,
+            "train_recall": 0.9223267675245759,
+            "val_recall": 0.9038394930308142,
+            "train_fnr": 0.07767323247542413,
+            "val_fnr": 0.09616050696918577,
+            "train_fpr": 0.017343536754115468,
+            "val_fpr": 0.018155018648953317,
+            "train_TP": 16249541,
+            "train_TN": 58421235,
+            "train_FP": 1031114,
+            "train_FN": 1368446,
+            "val_TP": 3911670,
+            "val_TN": 14797208,
+            "val_FP": 273611,
+            "val_FN": 416167,
+            "val_dice_background": 0.9772231679667618,
+            "val_dice_ncr_net": 0.669281877593057,
+            "val_dice_edema": 0.7936591693599806,
+            "val_dice_enhancing": 0.8236612625730314,
+            "val_iou_background": 0.9554607978595706,
+            "val_iou_ncr_net": 0.5029478943162584,
+            "val_iou_edema": 0.6579062477218051,
+            "val_iou_enhancing": 0.7001905457731025,
+            "epoch_seconds": 351.999927
         }
     ]
 }