ptrendx commented on issue #18734:
URL: 
https://github.com/apache/incubator-mxnet/issues/18734#issuecomment-703261686


   It's hard to answer exactly why you see this without knowing your training 
script (or at least the part before you start other processes). That said, the 
fact that you get the error during NDArrayFree suggests that before you fork 
you created some NDArrays on the GPU. Maybe the issue is intermittent because 
it only tries to get rid of those particular NDArrays during garbage collection 
in Python?
   
   The error itself happens in the child process and I don't believe it should 
happen in the parent process so as long as you do not need to do anything cuda 
related in the child processes you should be ok I think.


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