Hi pengzhao.
It looks to me that your code above creates multiple processes. It is not the 
same as scaling with threads.
In C++ one can create multiple executors and run each executor in its own 
thread. This approach doesn't work, because there is a lock somewhere in the 
code that prevents scaling.

P.S. I am using MKL-DNN, but is not related to scaling.

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