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# Copyright 2024 Advanced Micro Devices, Inc. | ||
# | ||
# Licensed under the Apache License v2.0 with LLVM Exceptions. | ||
# See https://llvm.org/LICENSE.txt for license information. | ||
# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception | ||
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name: SGLang Llama Benchmarking Tests | ||
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on: | ||
workflow_dispatch: | ||
schedule: | ||
# Weekdays at 4:00 AM UTC = 9:00 PM PST. | ||
- cron: "0 4 * * 1-5" | ||
|
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concurrency: | ||
# A PR number if a pull request and otherwise the commit hash. This cancels | ||
# queued and in-progress runs for the same PR (presubmit) or commit | ||
# (postsubmit). The workflow name is prepended to avoid conflicts between | ||
# different workflows. | ||
group: ${{ github.workflow }}-${{ github.event.number || github.sha }} | ||
cancel-in-progress: true | ||
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jobs: | ||
sglang_bench_serve: | ||
name: "SGLang Serving Benchmark Tests" | ||
strategy: | ||
matrix: | ||
version: [3.11] | ||
fail-fast: false | ||
runs-on: llama-mi300x-3 | ||
defaults: | ||
run: | ||
shell: bash | ||
env: | ||
PIP_CACHE_DIR: "${{ github.workspace }}/.pip-cache" | ||
steps: | ||
- name: Get Current Date | ||
id: date | ||
run: echo "::set-output name=date::$(date +'%Y-%m-%d')" | ||
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- name: "Setting up Python" | ||
id: setup_python | ||
uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 | ||
with: | ||
python-version: ${{matrix.version}} | ||
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- name: "Checkout Code" | ||
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 | ||
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- name: Cache Pip Packages | ||
uses: actions/cache@6849a6489940f00c2f30c0fb92c6274307ccb58a # v4.1.2 | ||
id: cache-pip | ||
with: | ||
path: ${{ env.PIP_CACHE_DIR }} | ||
key: pip-${{ steps.setup_python.outputs.python-version }}-${{ hashFiles('*requirements.txt') }} | ||
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- name: Install pip deps | ||
run: | | ||
python -m pip install --no-compile --upgrade pip | ||
# Note: We install in three steps in order to satisfy requirements | ||
# from non default locations first. Installing the PyTorch CPU | ||
# wheels saves multiple minutes and a lot of bandwidth on runner setup. | ||
pip install --no-compile -r pytorch-cpu-requirements.txt | ||
pip install --no-compile -f https://iree.dev/pip-release-links.html --src deps \ | ||
-e "git+https://github.com/iree-org/iree-turbine.git#egg=iree-turbine" | ||
pip install --no-compile -r requirements.txt -e sharktank/ shortfin/ | ||
# Try with the latest nightly releases, not what iree-turbine pins. | ||
# We could also pin to a known working or stable version. | ||
# This should eventually stabilize. Do the best we can for now. | ||
pip install -f https://iree.dev/pip-release-links.html --upgrade \ | ||
iree-base-compiler==3.0.0rc20241115 \ | ||
iree-base-runtime==3.0.0rc20241115 \ | ||
"numpy<2.0" | ||
- name: Install SGLang | ||
run: pip install "git+https://github.com/nod-ai/sglang.git#subdirectory=python" | ||
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- name: Launch Shortfin Server | ||
run: pytest -v app_tests/benchmark_tests/llm/sglang_benchmark_test.py --log-cli-level=INFO --html=out/llm/sglang/index.html | ||
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- name: Deploy to GitHub Pages | ||
uses: peaceiris/actions-gh-pages@4f9cc6602d3f66b9c108549d475ec49e8ef4d45e # v4.0.0 | ||
with: | ||
github_token: ${{ secrets.SHARK_PLATFORM_GH_TOKEN }} | ||
publish_dir: ./out/llm/sglang | ||
destination_dir: ./llm/sglang | ||
keep_files: true |
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