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[EPIC]: Optimize Segmented Scan #7850

@gevtushenko

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@gevtushenko

Is this a duplicate?

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CUB

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

As of #6022, CUB provides device-level segmented scan primitive. The MVP assigns a single block per CTA, which leads to suboptimal performance.

Describe the solution you'd like

This issue will track various optimizations that we have in mind for segmented scan.

Describe alternatives you've considered

No response

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