leezu commented on issue #19891:
URL: 
https://github.com/apache/incubator-mxnet/issues/19891#issuecomment-780779074


   Hi Aaron, the Numpy interface in v1.x is experimental and contains some 
issues. I confirmed the bug isn't present in MXNet 2. Please consider update to 
v2. If that doesn't work for you and if you have time to backport the bug fix 
to v1.x branch that would of course be appreciated.


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