leezu commented on a change in pull request #18319:
URL: https://github.com/apache/incubator-mxnet/pull/18319#discussion_r453000824



##########
File path: python/mxnet/numpy/multiarray.py
##########
@@ -720,6 +720,28 @@ def __getitem__(self, key):
                 key = (_np.newaxis,) + key
             return self._get_np_basic_indexing(key)
         elif indexing_dispatch_code == _NDARRAY_ADVANCED_INDEXING:
+            if prepend == _NDARRAY_NO_ZERO_DIM_BOOL_ARRAY and isinstance(key, 
(NDArray, _np.ndarray)):

Review comment:
       The `isinstance(key, (NDArray, _np.ndarray)` check here would be 
equivalent to the `isinstance(key, Symbol)` check in 
https://github.com/apache/incubator-mxnet/pull/18319/files#diff-e9b526dba36aa6f2e7dbb6c4d49e9822R159-R160
   
   Can you elaborate why you call the `self._get_index_nd` here instead of 
directly calling `_npi.advanced_indexing(self, key)` as in the Symbol case?




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