---
id: pr-sglang-20268
repo: sgl-project/sglang
pr: 20268
title: '[4/n jit_kernel restruct] speed up CI tests and add benchmark workflow'
author: BBuf
date: '2026-03-10'
url: https://github.com/sgl-project/sglang/pull/20268
source_category: upstream-code
architectures:
- sm100
tags:
- fp4
- kernel-fusion
- moe
- nvfp4
- quantization
techniques:
- kernel-fusion
hardware_features:
- fp4
- nvfp4
kernel_types:
- moe
- quantization
languages:
- python
captured_at: '2026-04-17'
status: merged
merge_sha: 60cc06297ef72c9db013c02177a85df75626f054
inclusion_reason: kernel file changes
changed_paths:
- .github/workflows/pr-test.yml
- python/sglang/jit_kernel/benchmark/bench_awq_dequantize.py
- python/sglang/jit_kernel/benchmark/bench_awq_marlin_moe_repack.py
- python/sglang/jit_kernel/benchmark/bench_awq_marlin_repack.py
- python/sglang/jit_kernel/benchmark/bench_gptq_marlin.py
- python/sglang/jit_kernel/benchmark/bench_gptq_marlin_repack.py
- python/sglang/jit_kernel/benchmark/bench_moe_wna16_marlin.py
- python/sglang/jit_kernel/benchmark/bench_nvfp4_blockwise_moe.py
- python/sglang/jit_kernel/benchmark/bench_nvfp4_quant.py
- python/sglang/jit_kernel/benchmark/bench_nvfp4_scaled_mm.py
- python/sglang/jit_kernel/benchmark/bench_per_token_group_quant_8bit.py
- python/sglang/jit_kernel/benchmark/utils.py
- python/sglang/jit_kernel/tests/test_fused_add_rmsnorm.py
- python/sglang/jit_kernel/tests/test_qknorm.py
- python/sglang/jit_kernel/tests/test_qknorm_across_heads.py
- python/sglang/jit_kernel/tests/test_rmsnorm.py
- python/sglang/jit_kernel/tests/test_rope.py
- python/sglang/jit_kernel/tests/test_store_cache.py
- python/sglang/jit_kernel/tests/test_timestep_embedding.py
- python/sglang/jit_kernel/utils.py
head_ref_oid: 312c89baa5057a181ab58937e71b2b17fe58a2eb
artifact_dir: evidence/pull-bundles/sglang/gh-20268
---
# [4/n jit_kernel restruct] speed up CI tests and add benchmark workflow

- Repository: `sgl-project/sglang`
- PR: [20268](https://github.com/sgl-project/sglang/pull/20268)
- Decision: `kernel file changes`
- Reason: kernel file changes

## Changed Paths

- `.github/workflows/pr-test.yml`
- `python/sglang/jit_kernel/benchmark/bench_awq_dequantize.py`
- `python/sglang/jit_kernel/benchmark/bench_awq_marlin_moe_repack.py`
- `python/sglang/jit_kernel/benchmark/bench_awq_marlin_repack.py`
- `python/sglang/jit_kernel/benchmark/bench_gptq_marlin.py`
- `python/sglang/jit_kernel/benchmark/bench_gptq_marlin_repack.py`
- `python/sglang/jit_kernel/benchmark/bench_moe_wna16_marlin.py`
- `python/sglang/jit_kernel/benchmark/bench_nvfp4_blockwise_moe.py`
- `python/sglang/jit_kernel/benchmark/bench_nvfp4_quant.py`
- `python/sglang/jit_kernel/benchmark/bench_nvfp4_scaled_mm.py`
- `python/sglang/jit_kernel/benchmark/bench_per_token_group_quant_8bit.py`
- `python/sglang/jit_kernel/benchmark/utils.py`
- `python/sglang/jit_kernel/tests/test_fused_add_rmsnorm.py`
- `python/sglang/jit_kernel/tests/test_qknorm.py`
- `python/sglang/jit_kernel/tests/test_qknorm_across_heads.py`
- `python/sglang/jit_kernel/tests/test_rmsnorm.py`
- `python/sglang/jit_kernel/tests/test_rope.py`
- `python/sglang/jit_kernel/tests/test_store_cache.py`
- `python/sglang/jit_kernel/tests/test_timestep_embedding.py`
- `python/sglang/jit_kernel/utils.py`

## Evidence Bundle

`evidence/pull-bundles/sglang/gh-20268`
