diff --git a/deepface/DeepFace.py b/deepface/DeepFace.py
index 565c6e5..c61c31b 100644
--- a/deepface/DeepFace.py
+++ b/deepface/DeepFace.py
@@ -695,7 +695,8 @@ def represent(
 
         # represent
         if "keras" in str(type(model)):
-            # new tf versions show progress bar and it is annoying
+            # model.predict causes memory issue when it is called in a for loop
+            # embedding = model.predict(img, verbose=0)[0].tolist()
             embedding = model(img, training=False).numpy()[0].tolist()
         else:
             # SFace and Dlib are not keras models and no verbose arguments