MXNet 1.3 on PyPI for Cuda 9.1 seems to only be build for windows. 
Looking at: https://pypi.org/project/mxnet-cu91mkl/1.3.0/#files
There are only versions for `mxnet_cu91mkl-1.3.0-1-py2.py3-none-win_amd64.whl` 
and `mxnet_cu91mkl-1.3.0-py2.py3-none-win_amd64.whl`. A version for `manylinux` 
is missing. The same is true for `mxnet-cu91`.

Indeed `pip install mxnet-cu91mkl` will install version `1.2.1.post1` and not 
`1.3` on Linux.

[ Full content available at: 
https://github.com/apache/incubator-mxnet/issues/12684 ]
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