KellenSunderland commented on issue #13133: Manually compile MXNet1.3.0 release code, which is very inefficient after testing. URL: https://github.com/apache/incubator-mxnet/issues/13133#issuecomment-441313941 "Later, it was found that the libmxnet.so I compiled is a Debug version. How can I compile the release version?" Default is to compile release with symbols. I'd be surprised if that wasn't what you have in this case. If you specify USE_DEBUG=0 it should be sufficient to do a release with symbols build. If using cmake you would specify -DCMAKE_BUILD_TYPE=Release
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