anirudhacharya edited a comment on issue #8645: 
gluon.utils.split_and_load(even_split=True) is much slower than even_split=False
URL: 
https://github.com/apache/incubator-mxnet/issues/8645#issuecomment-488379223
 
 
   the difference in performance arises here - 
   
https://github.com/apache/incubator-mxnet/blob/master/python/mxnet/gluon/utils.py#L83-L89
   
   for now, I think the only way to fix it would be implement an operator like 
`numpy.split_array`

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