diff --git a/mainscripts/Sorter.py b/mainscripts/Sorter.py
index 2b4e0d84a..8f5e82b01 100644
--- a/mainscripts/Sorter.py
+++ b/mainscripts/Sorter.py
@@ -635,6 +635,15 @@ def sort_final(input_path, include_by_blur=True):
     imgs_per_grad += total_lack // grads
     sharpned_imgs_per_grad = imgs_per_grad*10
     
+    for g in io.progress_bar_generator ( range (grads), "Normalizing"):
+        img_list = yaws_sample_list[g]
+        if img_list is None:
+            continue
+
+        if len(img_list) > imgs_per_grad*2:
+            trash_img_list += img_list[len(img_list) // 2:]
+            img_list = img_list[0: len(img_list) // 2]
+    
     if include_by_blur:
         for g in io.progress_bar_generator ( range (grads), "Sort by blur"):
             img_list = yaws_sample_list[g]
@@ -642,10 +651,6 @@ def sort_final(input_path, include_by_blur=True):
                 continue
 
             img_list = sorted(img_list, key=operator.itemgetter(1), reverse=True)    
-     
-            if len(img_list) > imgs_per_grad*2:
-                trash_img_list += img_list[len(img_list) // 2:]
-                img_list = img_list[0: len(img_list) // 2]
             
             if len(img_list) > sharpned_imgs_per_grad:
                 trash_img_list += img_list[sharpned_imgs_per_grad:]