Just as a note: In the installation steps above one needs to add a `--no-deps` 
to the mxnet installation to make sure the conda numpy version, which uses mkl, 
will not be overwritten by the pip version:

1. conda install mkl
1. conda install numpy
1. pip install mxnet-mkl --no-deps
1. python3 code.py


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https://github.com/apache/incubator-mxnet/issues/12710 ]
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