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Add/test GPU support with CUDA.jl #2

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@LodewijkBrand

Add GPU support with CuArrays from https://github.com/JuliaGPU/CUDA.jl

Show/illustrate performance improvement.

Only difficulty (?) might be the \hat{\mathbf{Z}} update with svd.

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