[Inductor][FP8] Add op_name for ScaledMM TMA template heuristic #164019
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Summary: For H100s and below, add `op_name="scaled_mm"` to the template heuristic for `CUDAScaledTMATemplateConfigHeuristic` such that `scaled_mm` persistent + TMA tests do not default to the "mm" heuristics. Test Plan: `test_max_autotune.py` Differential Revision: D83390775
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/164019
Note: Links to docs will display an error until the docs builds have been completed. ✅ You can merge normally! (1 Unrelated Failure)As of commit 6e4fe06 with merge base a0136f1 ( FLAKY - The following job failed but was likely due to flakiness present on trunk:
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@jananisriram has exported this pull request. If you are a Meta employee, you can view the originating diff in D83390775. |
njriasan
approved these changes
Sep 29, 2025
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@pytorchbot merge |
Merge startedYour change will be merged once all checks pass (ETA 0-4 Hours). Learn more about merging in the wiki. Questions? Feedback? Please reach out to the PyTorch DevX Team |
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Summary: For H100s and below, add
op_name="scaled_mm"to the template heuristic forCUDAScaledTMATemplateConfigHeuristicsuch thatscaled_mmpersistent + TMA tests do not default to the "mm" heuristics.Test Plan:
test_max_autotune.pyDifferential Revision: D83390775
cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @chenyang78 @kadeng @muchulee8 @amjames @chauhang @aakhundov @coconutruben