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Replace fmha with a new kernel#3308

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gfx942_fmha_fp8
Open

Replace fmha with a new kernel#3308
JohnNikolay84 wants to merge 2 commits into
mainfrom
gfx942_fmha_fp8

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@JohnNikolay84
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Motivation

New kernel for Tencent for gfx942 fmha fp8

Technical Details

Rework mi350 kernel to support mfma and LDS size applicable for mi300

Test Plan

HY3 model shapes and local unit tests for mi300

Test Result

Submission Checklist

@JohnNikolay84 JohnNikolay84 requested a review from a team May 22, 2026 00:07
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🏷️ CI Guide

Runs automatically on every PR:

  • ✅ Pre-checks (submodule verification, code formatting)
  • ✅ Aiter op tests (gfx942 + gfx950)
  • ✅ Triton tests on MI35X (only when aiter/ops/triton/** or related paths are changed)

Extended tests (opt-in via labels):

Label Tests
ci:triton-300x Run an additional Triton test job on MI300X in PRs; main branch always runs both MI35X and MI300X
ci:sglang SGLang integration tests: DeepSeek-R1-MXFP4 accuracy, Qwen 3.5 accuracy
ci:atom ATOM benchmark: DeepSeek-R1-0528, GPT-OSS-120B
ci:atom_full ATOM accuracy suite for PR and main models from ATOM models_accuracy.json
ci:vllm vLLM benchmark: GPT-OSS-120B, DeepSeek-R1-0528, Kimi-K2.5
ci:all All standard extended tests (excludes ci:atom_full)

Only add ci:atom_full for FlyDSL or Triton upgrades.
Add labels via the sidebar or gh pr edit 3308 --add-label <label>

Sergey Solo and others added 2 commits May 22, 2026 10:20
Route per-token-per-head Q/K and per-head V descales through the ASM v3 dispatch path so the new SP3 objects are selected without falling back to CK.

Co-authored-by: Cursor <cursoragent@cursor.com>
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