---
id: pr-pytorch-157241
repo: pytorch/pytorch
pr: 157241
title: '[user triton] AOT inductor support for device-side TMA'
author: pytorchbot
date: '2025-06-29'
url: https://github.com/pytorch/pytorch/pull/157241
source_category: upstream-code
architectures:
- sm100
tags:
- tma
techniques: []
hardware_features:
- tma
kernel_types: []
languages:
- cuda-cpp
- triton
captured_at: '2026-04-17'
status: merged
merge_sha: 6e08036e
inclusion_reason: kernel file changes
changed_paths:
- test/inductor/test_aot_inductor.py
- test/inductor/test_triton_kernels.py
- torch/_inductor/codegen/common.py
- torch/_inductor/codegen/cpp_wrapper_gpu.py
- torch/_inductor/codegen/cuda/device_op_overrides.py
- torch/_inductor/codegen/xpu/device_op_overrides.py
- torch/_inductor/runtime/triton_heuristics.py
artifact_dir: evidence/pull-bundles/pytorch/gh-157241
head_ref_oid: null
---
# [user triton] AOT inductor support for device-side TMA

- Repository: `pytorch/pytorch`
- PR: [157241](https://github.com/pytorch/pytorch/pull/157241)
- Decision: `kernel file changes`
- Reason: kernel file changes

## Changed Paths

- `test/inductor/test_aot_inductor.py`
- `test/inductor/test_triton_kernels.py`
- `torch/_inductor/codegen/common.py`
- `torch/_inductor/codegen/cpp_wrapper_gpu.py`
- `torch/_inductor/codegen/cuda/device_op_overrides.py`
- `torch/_inductor/codegen/xpu/device_op_overrides.py`
- `torch/_inductor/runtime/triton_heuristics.py`

## Evidence Bundle

`evidence/pull-bundles/pytorch/gh-157241`
