SGLang Llama Benchmarking Tests #54
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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 | |
| name: SGLang Llama Benchmarking Tests | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| # Weekdays at 4:00 AM UTC = 9:00 PM PST. | |
| - cron: "0 4 * * 1-5" | |
| 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 | |
| jobs: | |
| sglang_bench_serve: | |
| if: ${{ github.repository_owner == 'nod-ai' || github.event_name != 'schedule' }} | |
| name: "SGLang Serving Benchmark Tests" | |
| strategy: | |
| matrix: | |
| version: [3.11] | |
| fail-fast: false | |
| runs-on: mi300x-4 | |
| defaults: | |
| run: | |
| shell: bash | |
| env: | |
| PIP_CACHE_DIR: "${{ github.workspace }}/.pip-cache" | |
| steps: | |
| - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 | |
| - name: "Setting up Python" | |
| id: setup_python | |
| uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0 | |
| with: | |
| python-version: ${{matrix.version}} | |
| - 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') }} | |
| - 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==3.0.0rc20241118 \ | |
| iree-base-runtime==3.0.0rc20241118 \ | |
| "numpy<2.0" | |
| - name: Install SGLang | |
| run: pip install "git+https://github.com/nod-ai/sglang.git#subdirectory=python" | |
| - name: Launch Shortfin Server | |
| run: pytest -v app_tests/benchmark_tests/llm/sglang_benchmarks/sglang_benchmark_test.py --log-cli-level=INFO --html=out/llm/sglang/index.html | |
| - 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 |