---
id: pr-tensorrt-llm-13454
repo: NVIDIA/TensorRT-LLM
pr: 13454
title: '[None][fix] Split TRT-LLM-only rope fusion out of standalone auto_deploy'
author: lucaslie
date: '2026-04-25'
url: https://github.com/NVIDIA/TensorRT-LLM/pull/13454
source_category: upstream-code
architectures:
- sm100
tags:
- gemm
techniques:
- kernel-fusion
hardware_features: []
kernel_types:
- gemm
languages: []
captured_at: '2026-05-16'
status: merged
merge_sha: 627b70680c2baec1f21e6a47edec50ac51eb8638
inclusion_reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.
changed_paths:
- examples/auto_deploy/create_standalone_package.py
- tensorrt_llm/_torch/auto_deploy/transform/library/fuse_rope_into_trtllm_attention.py
- tensorrt_llm/_torch/auto_deploy/transform/library/rope.py
- tests/unittest/auto_deploy/singlegpu/transformations/library/test_gemm_fusion.py
- tests/unittest/auto_deploy/singlegpu/transformations/library/test_gemm_fusion_trtllm.py
artifact_dir: evidence/pull-bundles/tensorrt-llm/gh-13454
head_ref_oid: 1061554da3b355019bb5280ff2f648be7b83cfc8
---
# [None][fix] Split TRT-LLM-only rope fusion out of standalone auto_deploy

- Repository: `NVIDIA/TensorRT-LLM`
- PR: [13454](https://github.com/NVIDIA/TensorRT-LLM/pull/13454)
- 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

- `examples/auto_deploy/create_standalone_package.py`
- `tensorrt_llm/_torch/auto_deploy/transform/library/fuse_rope_into_trtllm_attention.py`
- `tensorrt_llm/_torch/auto_deploy/transform/library/rope.py`
- `tests/unittest/auto_deploy/singlegpu/transformations/library/test_gemm_fusion.py`
- `tests/unittest/auto_deploy/singlegpu/transformations/library/test_gemm_fusion_trtllm.py`

## Evidence Bundle

`evidence/pull-bundles/tensorrt-llm/gh-13454`
