See line: 
https://github.com/apache/incubator-mxnet/pull/12374/files#diff-ba5bcd7d0b76b85a2df1f793dc4d3302R82

Also this is inside the inner class Impl which is supposed to handle all the 
implementation. I do not see a reason to move these two lines to the cu file. 
Not to mention the performance advantage of inline function.

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