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Can GrCUDA give you a good testing / CI story? IIRC if you want to test you code on a GPU-less server, the other option is GPUOcelot, which is (also) 3rd party and no longer maintained.

EDIT: or you can install CUDA from 2009 before they stripped out the software emulator and use no features from the last decade, but then you might as well just use OpenCL :)



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