aaronmarkham commented on a change in pull request #13194: Fix Sphinx python 
docstring formatting error.
URL: https://github.com/apache/incubator-mxnet/pull/13194#discussion_r232788962
 
 

 ##########
 File path: src/operator/nn/batch_norm.cc
 ##########
 @@ -567,10 +567,9 @@ axis to be the last item in the input shape.
 Both ``gamma`` and ``beta`` are learnable parameters. But if ``fix_gamma`` is 
true,
 then set ``gamma`` to 1 and its gradient to 0.
 
-Note::
-
-When fix_gamma is set to True, no sparse support is provided. If fix_gamma is 
set to False,
-the sparse tensors will fallback.
+.. Note::
+  When fix_gamma is set to True, no sparse support is provided. If fix_gamma 
is set to False,
 
 Review comment:
   I think consistent use of the double ticks would be good here.
   ```suggestion
     When ``fix_gamma`` is set to True, no sparse support is provided. If 
``fix_gamma is`` set to False,
   ```

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