leezu edited a comment on issue #18865:
URL: 
https://github.com/apache/incubator-mxnet/issues/18865#issuecomment-670053997


   > Why is the result different than on different cpus? The seed does not seem 
to be fixed in my example. Thank you!
   
   You are running  two random operations in sequence. The first operation uses 
the fixed seed but modifies the internal state of the random resource. My point 
is that even though you specify different contexts (`mx.cpu(0), mx.cpu(1)`), 
they rely on the same shared random state.


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