leezu edited a comment on issue #20225:
URL: 
https://github.com/apache/incubator-mxnet/issues/20225#issuecomment-829527892


   If you pickle the mxnet parameters, there may be issues during unpickle on 
other systems, for example when the systems differ in endianness. Thus it's 
safer to convert each param to numpy first and then pickle. You can use pickle 
out-of-band data support for efficiency: 
https://www.python.org/dev/peps/pep-0574/


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