access2rohit commented on pull request #19064:
URL: https://github.com/apache/incubator-mxnet/pull/19064#issuecomment-758336793


   > Do we also need to change the logic of TopKType?
   > 
   > 
https://github.com/apache/incubator-mxnet/blob/124d8417984ed9205f972eb1c2cadbf028b94eb3/src/operator/tensor/ordering_op-inl.h#L948-L964
   
   @sxjscience @samskalicky 
   This PR doesn't change output index types but only ensures that internal 
workspace used for them is int32 for smaller inputs.  They are casted to their 
respective types while returning. Also currently we don't have means to check 
the input size at type inference pass.
   Let me know what you guys think ?


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