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Add gpu policies that do not check loop bounds #1778
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MrBurmark
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Use a macro to generate the various aliases
This iteration mapping assumes that the number of iterations is the same as the size of the range and does no checking. This is useful when mapping gpu blocks as we often launch the exact number we need and don't need to check if we are in range. This can give ~5% speedup vs direct in this case.
There were a number missing for cuda/hip
This adds testing for unchecked policies with cuda and hip in kernel and launch.
artv3
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Dec 10, 2024
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We should cover sycl too?
I think this is an important PR to get in, I've talked to a few users who could benefit from this capability. |
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GPU Policies that don't check loop bounds
This is useful when using the block indices as the bounds are used when launching the kernel and do not need to be checked in the kernel.
This helps performance up to about 5% in some simple kernels and gets us to performance parity with the base variants in some RAJAPerf Kernels.
Regarding naming, I'm not sure that "unchecked" is the best. In some sense this is a "direct" policy, maybe something like "direct_unchecked" would be easier to understand?
These policies may not be safe to use with kernel, see #1733.
Design review (for API changes or additions---delete if unneeded)
On (date), we reviewed this PR. We discussed the design ideas:
This PR implements 1. and 3. It leaves out 2. for the following reasons