---
id: pr-triton-10234
repo: triton-lang/triton
pr: 10234
title: '[ BACKEND ]  Enable `tl.dot` with TF32 precision on tiles with N=8 and K=8'
author: mwichro
date: '2026-05-13'
url: https://github.com/triton-lang/triton/pull/10234
source_category: upstream-code
architectures:
- sm100
- sm90
tags:
- blackwell
- fp8
- sm90
- triton
- triton kernel
techniques: []
hardware_features:
- blackwell
- fp8
- hopper
kernel_types: []
languages:
- cuda-cpp
- triton
captured_at: '2026-05-16'
status: merged
merge_sha: 3de9d0473881f16a2749211bcedee79f491dcbb1
inclusion_reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.
changed_paths:
- lib/Analysis/Utility.cpp
- python/test/unit/language/test_core.py
- test/TritonGPU/accelerate-matmul.mlir
- third_party/nvidia/backend/compiler.py
artifact_dir: evidence/pull-bundles/triton/gh-10234
head_ref_oid: bd39d3cdb06549f104552c27416d31a75ab5adb2
---
# [ BACKEND ]  Enable `tl.dot` with TF32 precision on tiles with N=8 and K=8

- Repository: `triton-lang/triton`
- PR: [10234](https://github.com/triton-lang/triton/pull/10234)
- 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

- `lib/Analysis/Utility.cpp`
- `python/test/unit/language/test_core.py`
- `test/TritonGPU/accelerate-matmul.mlir`
- `third_party/nvidia/backend/compiler.py`

## Evidence Bundle

`evidence/pull-bundles/triton/gh-10234`
