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[Common] Improved fused MoE aux loss kernel for large # of experts#2758

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denera wants to merge 2 commits intoNVIDIA:mainfrom
denera:common/fused-router-aux-loss
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[Common] Improved fused MoE aux loss kernel for large # of experts#2758
denera wants to merge 2 commits intoNVIDIA:mainfrom
denera:common/fused-router-aux-loss

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@denera denera commented Mar 13, 2026

Description

Eliminates expensive cluster management API and minimizes number of atomic ops to optimize perf for larger number of experts.

TODO: Perf testing on all archs.

Type of change

  • Documentation change (change only to the documentation, either a fix or a new content)
  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • Infra/Build change
  • Code refactoring

Checklist:

  • I have read and followed the contributing guidelines
  • The functionality is complete
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • My changes generate no new warnings
  • I have added tests that prove my fix is effective or that my feature works
  • New and existing unit tests pass locally with my changes

Signed-off-by: Alp Dener <adener@nvidia.com>
@denera denera self-assigned this Mar 13, 2026
@denera denera added the 2.15 label Mar 13, 2026
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