Make cmaes a bit faster #182
Workflow file for this run
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| name: Run kurobako benchmark | |
| on: | |
| pull_request: | |
| paths: | |
| - '.github/workflows/benchmarks.yml' | |
| - 'cmaes/**.py' | |
| - 'benchmark/*.py' | |
| - 'benchmark/runner.sh' | |
| - 'requirements-bench.txt' | |
| jobs: | |
| benchmark-rastrigin: | |
| name: Run kurobako benchmark | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.x' | |
| architecture: 'x64' | |
| - run: pip install -U pip setuptools | |
| - run: python setup.py develop | |
| - run: pip install --progress-bar off -r requirements-bench.txt | |
| - run: pip install --progress-bar off -U git+https://github.com/sile/kurobako-py | |
| - run: pip install --progress-bar off -U git+https://github.com/optuna/optuna.git | |
| - name: Cache kurobako CLI | |
| id: cache-kurobako | |
| uses: actions/cache@v3 | |
| with: | |
| path: ./kurobako | |
| key: kurobako-0-2-9 | |
| - name: Download kurobako CLI | |
| if: steps.cache-kurobako.outputs.cache-hit != 'true' | |
| run: | | |
| curl -L https://github.com/sile/kurobako/releases/download/0.2.9/kurobako-0.2.9.linux-amd64 -o kurobako | |
| chmod +x kurobako | |
| ./kurobako -h | |
| - name: Run benchmark of Rastrigin function | |
| env: | |
| KUROBAKO: ./kurobako | |
| DIM: 2 | |
| REPEATS: 10 | |
| BUDGET: 2500 | |
| run: ./benchmark/runner.sh rastrigin ./kurobako-report.json | |
| - name: Plot kurobako result | |
| uses: c-bata/github-actions-kurobako/plot@v3 | |
| id: kurobako-plot | |
| with: | |
| report-json-path: './kurobako-report.json' | |
| - name: Generate kurobako markdown report | |
| run: cat ./kurobako-report.json | ./kurobako report > ./kurobako-report.md | |
| - id: 'auth' | |
| uses: 'google-github-actions/auth@v2' | |
| with: | |
| credentials_json: '${{ secrets.GCP_CREDENTIALS }}' | |
| - run: gcloud info | |
| - run: gcloud config set project ${{ secrets.GCP_PROJECT_ID }} | |
| - run: gsutil cp ${{ steps.kurobako-plot.outputs.image-path }} gs://cmaes-gh-benchmark/${{ github.repository }}/rastrigin-${{ github.sha }}.png | |
| - name: Comment to a pull request | |
| uses: c-bata/github-actions-kurobako@v2 | |
| with: | |
| report-md-path: './kurobako-report.md' | |
| public-image-url: https://storage.googleapis.com/cmaes-gh-benchmark/${{ github.repository }}/rastrigin-${{ github.sha }}.png | |
| title: 'Benchmark of Rastrigin function' | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| - run: mv ./kurobako-report.json ./kurobako-report-rastrigin.json | |
| - uses: actions/upload-artifact@v2 | |
| with: | |
| name: kurobako-report | |
| path: kurobako-report-rastrigin.json |