yuxihu commented on a change in pull request #14365: Fix memory leak for 
size-zero ndarray
URL: https://github.com/apache/incubator-mxnet/pull/14365#discussion_r264972495
 
 

 ##########
 File path: include/mxnet/ndarray.h
 ##########
 @@ -1055,9 +1054,12 @@ class NDArray {
       }
       size_t aux_bytes = shape.Size() * mshadow::mshadow_sizeof(aux_types[i]);
       if (aux_handles[i].size < aux_bytes) {
-        // free storage if necessary and alloc again
-        if (aux_handles[i].size > 0) Storage::Get()->Free(aux_handles[i]);
-        // init aux storage
+        // set the context for aux handle to make sure we free it to the right 
device.
+        if (aux_handles[i].ctx.dev_type != ctx.dev_type) {
 
 Review comment:
   I do not think the memory leak comes from here. But it is better to have the 
same behavior regarding when we can call Free.

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