---
id: pr-tensorrt-llm-14039
repo: NVIDIA/TensorRT-LLM
pr: 14039
title: '[#8542][feat] AutoDeploy: add Llama-3.1-8B FP8 perf-sanity test on H100'
author: MrGeva
date: '2026-05-13'
url: https://github.com/NVIDIA/TensorRT-LLM/pull/14039
source_category: upstream-code
architectures:
- sm90
tags:
- fp8
- hopper
techniques: []
hardware_features:
- fp8
- hopper
kernel_types: []
languages: []
captured_at: '2026-05-16'
status: merged
merge_sha: da55b34d2eac32385c81f0b22af8ca9cefd4c15b
inclusion_reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.
changed_paths:
- tests/integration/defs/perf/test_perf_sanity.py
- tests/integration/test_lists/test-db/l0_h100.yml
- tests/scripts/perf-sanity/aggregated/llama3_1_8b_fp8_ad_hopper.yaml
artifact_dir: evidence/pull-bundles/tensorrt-llm/gh-14039
head_ref_oid: 21314f83ad81f02ecd98d17642ca67d022b594b2
---
# [#8542][feat] AutoDeploy: add Llama-3.1-8B FP8 perf-sanity test on H100

- Repository: `NVIDIA/TensorRT-LLM`
- PR: [14039](https://github.com/NVIDIA/TensorRT-LLM/pull/14039)
- 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

- `tests/integration/defs/perf/test_perf_sanity.py`
- `tests/integration/test_lists/test-db/l0_h100.yml`
- `tests/scripts/perf-sanity/aggregated/llama3_1_8b_fp8_ad_hopper.yaml`

## Evidence Bundle

`evidence/pull-bundles/tensorrt-llm/gh-14039`
