leezu commented on issue #18754:
URL: 
https://github.com/apache/incubator-mxnet/issues/18754#issuecomment-662042770


   Thank you for trying that @davidhewitt. The difference between the 
libmxnet.so in the pip wheel and the one obtained via the build_from_source 
guide is that in the pip wheel a number of dependencies are statically linked 
to enable portability across various linux distributions and versions thereof. 
It's built on a CentOS 7 host for compliance with 
https://www.python.org/dev/peps/pep-0599/
   
   > Downgrading to a slightly older version of mxnet seems to work:
   > 
   > $ pip install mxnet==1.6.0b20200127
   > 
   > The libmxnet.so file in 1.6.0 is very broken. Not sure why the python3.8 
interpreter doesn't crash. It also calls Py_FinalizeEx.
   
   https://github.com/PyO3/pyo3/issues/1044#issuecomment-660469745
   
   @m-ou-se can you provide more details on why the file is broken? Does your 
statement apply to the latest versions at https://dist.mxnet.io/python/cpu , 
for example 
https://repo.mxnet.io/dist/python/cpu/mxnet-2.0.0b20200720-py2.py3-none-manylinux2014_x86_64.whl


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