---
id: pr-triton-9850
repo: triton-lang/triton
pr: 9850
title: Add dense matmul benchmark for triton_kernels
author: ThomasRaoux
date: '2026-04-23'
url: https://github.com/triton-lang/triton/pull/9850
source_category: upstream-code
architectures:
- sm100
tags:
- matmul
techniques: []
hardware_features: []
kernel_types:
- gemm
languages:
- cuda-cpp
- triton
captured_at: '2026-05-16'
status: merged
merge_sha: fb3de49347babe1947e041eece0b79b5fb203138
inclusion_reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.
changed_paths:
- python/triton_kernels/bench/bench_dense_matmul.py
artifact_dir: evidence/pull-bundles/triton/gh-9850
head_ref_oid: f3f833dedc72208c8789112e91ed39f7c4629379
---
# Add dense matmul benchmark for triton_kernels

- Repository: `triton-lang/triton`
- PR: [9850](https://github.com/triton-lang/triton/pull/9850)
- Decision: `Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.`
- Reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.

## Changed Paths

- `python/triton_kernels/bench/bench_dense_matmul.py`

## Evidence Bundle

`evidence/pull-bundles/triton/gh-9850`
