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Make cuda work #41

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roflmaostc
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@roflmaostc
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Those are big changes, I try to review.

But it touches a lot of parts

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And can you do benchmarking? If this did any breaks.
Also test with https://github.com/JuliaDebug/Cthulhu.jl

I'm not sure if all those changes are fine and type stable.

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@RainerHeintzmann

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