safrooze commented on issue #9705: Added unittest for benchmarking metric 
performance
URL: https://github.com/apache/incubator-mxnet/pull/9705#issuecomment-363328924
 
 
   The intention is to observe a measurable elapsed time (hence large data 
size) and amplify the difference between CPU and GPU processing (hence 
processing all the data in one batch). A valid alternative is to use small 
batch size and iterate over multiple batches. 

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