szha commented on issue #9571: ACCURACY IS USING NUMPY, URGENT FIX
URL: 
https://github.com/apache/incubator-mxnet/issues/9571#issuecomment-374394786
 
 
   The blocking ensures that computation of next batch doesn't start before the 
computation of the current batch finishes. Without the blocking, in the current 
logic, imperative execution will continue by allocating new memory for new 
batch rather than reusing the memory.

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