cloudhan opened a new issue #8951: Not all latest version has prebuild binary 
from Windows on PyPI
URL: https://github.com/apache/incubator-mxnet/issues/8951
 
 
   PyPI has being hosting pre-build binary since 0.11.0, but not all version 
has its corresponding binary.
   Please make it consistent across all platform
   
   Only the following version and run-time environment have binary on PyPI:
   [0.11.0 with CUDA8.0](https://pypi.python.org/pypi/mxnet-cu80/0.11.0)
   [0.12.0 with CUDA8.0](https://pypi.python.org/pypi/mxnet-cu80/0.12.0)
   
   But the newer version 0.12.1 and 1.0.0 doesn't have it.
   
   macOS seems also suffering from this problem.
   Please make this infrastructure available for all platform and all run-time 
environment.

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