samskalicky opened a new issue #19135:
URL: https://github.com/apache/incubator-mxnet/issues/19135


   ## Description
   Currently the _lib_api.h_ has a version number in it that is required to 
match the one in MXNet when loading the library. This simplifies testing and 
ensures that libraries will work with a specific version of MXNet. It also 
allows the APIs to evolve without being restrained. 
   
   Starting in the 2.0 release onwards, should we change this to follow 
semantic versioning? And if so, how do we test and verify the compatibility 
hasnt been broken? How do we ensure that for future major releases we can break 
compatibility and check and report incompatibility errors?
   


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