I agree compile techniques can be used to optimize "add". and for long term 
mxnet can adopt such optimization.

but let's focus on how to support current use case. It totally makes sense 
that, because of the previous reason, we'd like to use option 1, while I'm 
wondering whether it has any problem such as what @junrushao1994 mentioned.





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