- Split the C code apart in between the Conv ops (the previous
   solution is not workable with the new interface).

 - Move the C code out into separate files using COp.

 - Make cudnn_helper.h provide wrappers exposing the R2 api with the
   R1 functions when possible to reduce #ifdef maze in actual function
   code.