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[FEA]: Optimize, Cleanup, and Expose CUB Thread-Level Reduction #2287

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fbusato opened this issue Aug 24, 2024 · 0 comments
Open
1 task done

[FEA]: Optimize, Cleanup, and Expose CUB Thread-Level Reduction #2287

fbusato opened this issue Aug 24, 2024 · 0 comments
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feature request New feature or request.

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fbusato commented Aug 24, 2024

Is this a duplicate?

Area

CUB

Is your feature request related to a problem? Please describe.

  1. Optimize. CUB Thread-Level Reduction is a pure sequential operation, leaving the opportunity for ILP optimizations with tree-reduction strategy. This optimization is not straightforward because some instructions provide a 3-way version depending on specific GPU archs
  2. Cleanup. There are several overloading functions and the calls sequence is not easy to follow. In addition, the prefix version could inhibit vector optimizations.
  3. Expose. Add Thread-Level Reduction in the cub:: namespace. Provide documentation and add related tests

Describe the solution you'd like

Optimize, Cleanup, and Expose CUB Thread-Level Reduction

Describe alternatives you've considered

No response

Additional context

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@fbusato fbusato added the feature request New feature or request. label Aug 24, 2024
@fbusato fbusato self-assigned this Aug 24, 2024
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