What library do you use for matrix calculations on CUDA? Or are there any? It seems as if everybody writes this by himself.
For usual processors, I use Eigen. What about GPUs?
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For dense matrix operations, you could consider CUBLAS (provided with the CUDA Toolkit), Magma and CULAtools.
For sparse matrix operations consider CUSPARSE (provided with the CUDA Toolkit) and CUSP.