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Update CUDA kernel tutorial. #12

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@skrah skrah commented Mar 19, 2019

This is a revised CUDA tutorial that uses the builtin CUDA support of xnd and gumath.

It would be nicer to generate ... * float32, ... * float32 -> ... * float32, because now the in-place operations can be handled by the out argument.

Also it would be nice to use OptS and OptC kernels.

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