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[TRITON] Moe a8w4 on gfx1250#2494

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lburzawa wants to merge 6 commits intomainfrom
moe_gluon_gfx1250_rebased
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[TRITON] Moe a8w4 on gfx1250#2494
lburzawa wants to merge 6 commits intomainfrom
moe_gluon_gfx1250_rebased

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@lburzawa
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@lburzawa lburzawa commented Mar 26, 2026

Motivation

Add moe a8w4 on gfx1250.

Technical Details

New kernel for gfx1250 and updated wrapper to use either triton or gluon kernel.

Test Plan

UTs, IR/asm analysis on FFM, preliminary perf analysis on AM

Test Result

UTs pass

Submission Checklist

@lburzawa lburzawa requested a review from a team March 26, 2026 23:37
@lburzawa lburzawa changed the title [TRITON] [TRITON] Moe a8w4 on gfx1250 Mar 26, 2026
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🏷️ CI Guide

Runs automatically on every PR:

  • ✅ Pre-checks (submodule verification, code formatting)
  • ✅ Aiter op tests (gfx942 + gfx950)
  • ✅ Triton tests (only when aiter/ops/triton/** or related paths are changed)

Extended tests (opt-in via labels):

Label Tests
ci:triton-355 Run Triton tests on MI355 in addition to MI325
ci:sglang SGLang integration tests
ci:atom ATOM benchmark (DeepSeek-R1 + GPT-OSS)
ci:vllm vLLM benchmark
ci:all All of the above

Add labels via the sidebar or gh pr edit 2494 --add-label <label>

@lburzawa lburzawa requested review from azaidy and vgokhale March 28, 2026 05:46
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