matteosal commented on issue #20149:
URL: 
https://github.com/apache/incubator-mxnet/issues/20149#issuecomment-818860713


   Ok I've found the problem: the last argument to `MXCreateCachedOp`, 
`thread_safe`. By setting that to `false` instead of `true` the backward is 
computed correctly. This argument is always `false` in the executor python 
interface.
   It sounds very surprising that executor computation can never be 
thread-safe. Actually, I wonder why one would *ever* want to discard 
thread-safety. Maybe this is not about thread-safety in the graph computation, 
but something else? 
   
   Can someone elaborate on this? Thanks


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