Results epoch 3

baseline_results.json

@@ -4,9 +4,8 @@
     "last_completed_epoch": 3,
     "next_epoch": 4,
     "best_epoch": 3,
-    "best_validation_dice": 0.6723589669635901,
+    "best_validation_dice": 0.6757057959183953,
     "config": {
-        "seed": 42,
         "num_epochs": 50,
         "batch_size": 1,
         "num_classes": 4,
@@ -116,43 +115,43 @@
         {
             "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
+            "train_loss": 0.8591428459907064,
+            "val_loss": 0.8088737822867729,
+            "train_dice": 0.7089508913970547,
+            "val_dice": 0.6757057959183953,
+            "train_dice_macro_all": 0.7737292711443825,
+            "val_dice_macro_all": 0.7498580001087913,
+            "train_tumor_dice": 0.8915547122656897,
+            "val_tumor_dice": 0.9034392709478493,
+            "train_iou": 0.5548421056830596,
+            "val_iou": 0.5208938780626672,
+            "train_tumor_iou": 0.8043290202334205,
+            "val_tumor_iou": 0.8238843932782158,
+            "train_precision": 0.8846746487348205,
+            "val_precision": 0.9214759260168157,
+            "train_recall": 0.8985426262549386,
+            "val_recall": 0.8860951471607968,
+            "train_fnr": 0.10145737374506131,
+            "val_fnr": 0.11390485283920318,
+            "train_fpr": 0.03414758333766382,
+            "val_fpr": 0.022197906227420544,
+            "train_TP": 15631557,
+            "train_TN": 57636054,
+            "train_FP": 2037715,
+            "train_FN": 1765010,
+            "val_TP": 3905156,
+            "val_TN": 14658724,
+            "val_FP": 332780,
+            "val_FN": 501996,
+            "val_dice_background": 0.9723146126799801,
+            "val_dice_ncr_net": 0.5230851613626316,
+            "val_dice_edema": 0.7117639419170976,
+            "val_dice_enhancing": 0.7922682844754563,
+            "val_iou_background": 0.9461208894052344,
+            "val_iou_ncr_net": 0.3541742202585226,
+            "val_iou_edema": 0.5525104948361048,
+            "val_iou_enhancing": 0.6559969190933743,
+            "epoch_seconds": 992.244398
         }
     ]
 }