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Adding exec space instance to spmv #1932
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Thanks for these changes, @brian-kelley. In general everything looks great (thanks for adding the doxygen-style comments!). See comments for more information.
One over-arching question is where to make the public API change for our sparse kernels. In blas, Luc used the pattern you've propsed here. For GS, I thought it would be less of a maintenance burden while maintaining usability to add the execution space to the handle (see https://github.com/kokkos/kokkos-kernels/pull/1906/files#diff-8d96b802ecb4f68d34a785ed25ee4b3c179cdbc24191fd9a4f13b72cacaffee0R107). What do you think is best for spmv? Either spmv(exec_space, ...)
or spmv_create_handle(exec_space, ...)
?
While I find it counter-intuitive and a bit cumbersome at times, I do think it's a better practice to separate out features changes from bug fixes. Going forward, I think adding bug fixes into a separate commit will benefit the team in the long run. Even better, but maybe a bit more 'busy work', would be to create separate PRs for for the bug fixes versus the feature changes. While this is a bit of a process change, it does help in the long run.
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Thanks for plumbing execution spaces through this!
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I do not recall how the final discussion went yesterday but I would like to have the execution_space be a user selected template parameter. We should ETI that template on the same type as the Matrix but if for some reason the users want to pick a different one and pay the price at compile time, that should be fine.
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in spmv template params
Don't list out all the matrix, vector template arguments separately. Instead just use the matrix and vector types.
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Don't try to partition the exec space in 2 if its concurrency is only 1
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// can't use tensor cores outside Nvidia GPU | ||
if constexpr (!std::is_same_v<ExecutionSpace, Kokkos::Cuda>) |
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This broke the SYCL nightly build and will also break OpenMPTarget/OpenACC.
You can't assume that the Cuda backend is enabled because some NVIDIA GPU architecture is enabled.
including cusparse, rocsparse, onemkl wrappers. Resolves #1878
Done for spmv and spmv_mv, both CRS and BSR. Did not do structured spmv yet.
Fix some misc. bugs too:
Tested on weaver (no-TPL and cusparse), caraway (rocsparse) and sunspot (onemkl).