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Hey guys,
kudos for your highly instructive paper!
I thought this could be of use for you: I just translated your CUDA coda to Julia using mainly CUDAnative.jl and CuArrays.jl. For correct time measurement I call the function twice so that compilation time doesn't disturb the result. On my machine (GeForce RTX 2070 SUPER) it runs almost as fast as the C++ version (maybe 1-2% slower).
Best,
Johannes