szha commented on issue #20149:
URL: 
https://github.com/apache/incubator-mxnet/issues/20149#issuecomment-818865063


   cc @anirudh2290 who authored the thread-safe variant of cached op. I think 
at the time when the thread safe cached op was added it only had inference use 
cases in mind. The default cached op was not built to be thread safe because of 
the states it keeps inside.


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