szha commented on issue #18476:
URL: 
https://github.com/apache/incubator-mxnet/issues/18476#issuecomment-671112282


   @p517332051 thread safety is not yet guaranteed on all C APis and executors. 
In 2.0 we dropped support for graph executor in favor of the cached op as the 
only executor. There is a thread-safe version of it from 
https://github.com/apache/incubator-mxnet/issues/16431


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