performance of float16 with fast tuning #178
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| name: Benchmark | |
| on: | |
| issue_comment: | |
| types: created | |
| jobs: | |
| benchmark_base: | |
| # On pull requests and if the comment starts with `/run-benchmark` | |
| if: github.event.issue.pull_request != null && startsWith(github.event.comment.body, '/run-benchmark') | |
| runs-on: self-hosted | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v2 | |
| with: | |
| ref: main | |
| - name: Get base branch commit ID | |
| id: get_base_commit | |
| run: echo "BASE_COMMIT_ID=$(git rev-parse HEAD)" > base_commit_id.txt | |
| - name: Upload base commit ID | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: base-commit-id | |
| path: base_commit_id.txt | |
| - name: Set up Python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.9' | |
| - name: Create virtual environment | |
| run: python -m venv bitblas_benchmark | |
| - name: Activate virtual environment and install dependencies | |
| run: | | |
| source bitblas_benchmark/bin/activate | |
| python -m pip install --upgrade pip | |
| if [ -f requirements-dev.txt ]; then python -m pip install -r requirements-dev.txt; fi | |
| - name: Install project in wheel mode | |
| run: | | |
| source bitblas_benchmark/bin/activate | |
| python -m pip install . | |
| - name: Matmul Benchmark | |
| run: | | |
| source bitblas_benchmark/bin/activate | |
| cd benchmark/operators | |
| python ./benchmark_ops_matmul.py | |
| benchmark_head: | |
| # On pull requests and if the comment starts with `/run-benchmark` | |
| if: github.event.issue.pull_request != null && startsWith(github.event.comment.body, '/run-benchmark') | |
| runs-on: self-hosted | |
| needs: [benchmark_base] | |
| steps: | |
| - name: Checkout PR branch code | |
| uses: actions/checkout@v2 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.pull_request.head.ref }} | |
| - name: Get PR branch commit ID | |
| id: get_pr_commit | |
| run: echo "PR_COMMIT_ID=$(git rev-parse HEAD)" > pr_commit_id.txt | |
| - name: Upload PR commit ID | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: pr-commit-id | |
| path: pr_commit_id.txt | |
| - name: Set up Python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.9' | |
| - name: Create virtual environment | |
| run: python -m venv bitblas_benchmark | |
| - name: Activate virtual environment and install dependencies | |
| run: | | |
| source bitblas_benchmark/bin/activate | |
| python -m pip install --upgrade pip | |
| if [ -f requirements-dev.txt ]; then python -m pip install -r requirements-dev.txt; fi | |
| - name: Install project in wheel mode | |
| run: | | |
| source bitblas_benchmark/bin/activate | |
| python -m pip install . | |
| - name: Matmul Benchmark | |
| run: | | |
| source bitblas_benchmark/bin/activate | |
| cd benchmark/operators | |
| python ./benchmark_ops_matmul.py | |
| benchmark_compare: | |
| if: github.event.issue.pull_request != null && contains(github.event.comment.body, '/run-benchmark') | |
| needs: [benchmark_base, benchmark_head] | |
| runs-on: self-hosted | |
| steps: | |
| - name: Download commit IDs | |
| uses: actions/[email protected] | |
| with: | |
| name: base-commit-id | |
| path: . | |
| - name: Download PR commit ID | |
| uses: actions/[email protected] | |
| with: | |
| name: pr-commit-id | |
| path: . | |
| - name: Set up Python | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: '3.9' | |
| - name: Create virtual environment | |
| run: python -m venv bitblas_benchmark | |
| - name: Activate virtual environment and install dependencies | |
| run: | | |
| source bitblas_benchmark/bin/activate | |
| python -m pip install --upgrade pip | |
| if [ -f requirements-dev.txt ]; then python -m pip install -r requirements-dev.txt; fi | |
| - name: Compare benchmark results | |
| run: | | |
| source bitblas_benchmark/bin/activate | |
| cd benchmark/operators | |
| python ./compare_benchmark.py --base $(cat base_commit_id.txt) --head $(cat pr_commit_id.txt) 2>&1 | tee compare_results.txt | |
| - name: Authenticate GitHub CLI | |
| env: | |
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
| run: | | |
| echo "${{ secrets.GITHUB_TOKEN }}" | gh auth login --with-token | |
| - name: Post benchmark results | |
| run: | | |
| cat compare_results.txt | |
| gh pr comment ${{ github.event.issue.number }} --body "$(cat compare_results.txt)" |