ptrendx commented on issue #18951:
URL: 
https://github.com/apache/incubator-mxnet/issues/18951#issuecomment-675186927


   @KellenSunderland The problem is that it is impossible to predict which 
stream will be chosen for the next operator, and issuing waits on all streams 
would mean that you never get the parallel execution. To choose the right 
stream to wait one needs to do it from the second op, not the first (and then 
you basically end up with this proposal).


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