szha commented on pull request #19209:
URL: https://github.com/apache/incubator-mxnet/pull/19209#issuecomment-698556256


   That's a good point. It's unclear to me what the performance impact would be 
if we don't allow multiple copies of random states in case one doesn't care 
about reproducibility. Also, I'm not sure whether waitall resolves the race 
condition completely in the case where multi-threaded execution happens and we 
use the thread-safe cached op.


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