marcoabreu edited a comment on issue #15574: fix naive engine for multi-threaded inference URL: https://github.com/apache/incubator-mxnet/pull/15574#issuecomment-513371396 I understand that you're trying to keep the changes to a minimum, but judging from the static variable definition, it doesn't seem like the engine was designed to be threadsafe - or even have multiple instantiations. I'd prefer if we make the engine only access internal-variables, get rid of static ones (aka proper object oriented design) and add synchronization to the APIs. But I don't really have a dog in that hunt, so take my opinion with a grain of salt here.
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