Benchmark torchserve nightly #281
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| name: Benchmark torchserve nightly | |
| on: | |
| # run every day at 2:15am | |
| schedule: | |
| - cron: '15 02 * * *' | |
| jobs: | |
| nightly: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| hardware: [cpu, gpu, inf1, inf2] | |
| runs-on: | |
| - self-hosted | |
| - ${{ matrix.hardware }} | |
| timeout-minutes: 1320 | |
| steps: | |
| - name: Clean up previous run | |
| run: | | |
| echo "Cleaning up previous run" | |
| cd $RUNNER_WORKSPACE | |
| pwd | |
| cd .. | |
| pwd | |
| rm -rf _tool | |
| - name: Setup Python 3.8 | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.8 | |
| architecture: x64 | |
| - name: Setup Java 17 | |
| uses: actions/setup-java@v3 | |
| with: | |
| distribution: 'zulu' | |
| java-version: '17' | |
| - name: Checkout TorchServe | |
| uses: actions/checkout@v3 | |
| - name: Install dependencies | |
| run: | | |
| sudo apt-get update -y | |
| sudo apt-get install -y apache2-utils | |
| pip install -r benchmarks/requirements-ab.txt | |
| - name: Benchmark cpu nightly | |
| if: ${{ matrix.hardware == 'cpu' }} | |
| run: python benchmarks/auto_benchmark.py --input benchmarks/benchmark_config_cpu.yaml --skip false | |
| - name: Benchmark gpu nightly | |
| if: ${{ matrix.hardware == 'gpu' }} | |
| run: python benchmarks/auto_benchmark.py --input benchmarks/benchmark_config_gpu.yaml --skip false | |
| - name: Benchmark inf1 nightly | |
| if: ${{ matrix.hardware == 'inf1' }} | |
| env: | |
| NEURON_RT_NUM_CORES: 4 | |
| run: python benchmarks/auto_benchmark.py --input benchmarks/benchmark_config_neuron.yaml --skip false | |
| - name: Benchmark inf2 nightly | |
| if: ${{ matrix.hardware == 'inf2' }} | |
| env: | |
| NEURON_RT_NUM_CORES: 1 | |
| run: python benchmarks/auto_benchmark.py --input benchmarks/benchmark_config_neuronx.yaml --skip false | |
| - name: Save benchmark artifacts | |
| uses: actions/upload-artifact@v2 | |
| with: | |
| name: nightly ${{ matrix.hardware }} artifact | |
| path: /tmp/ts_benchmark | |
| - name: Download benchmark artifacts for auto validation | |
| uses: dawidd6/action-download-artifact@v2 | |
| with: | |
| workflow: ${{ github.event.workflow_run.workflow_id }} | |
| workflow_conclusion: success | |
| if_no_artifact_found: ignore | |
| path: /tmp/ts_artifacts | |
| name: ${{ matrix.hardware }}_benchmark_validation | |
| - name: Validate Benchmark result | |
| run: python benchmarks/validate_report.py --input-artifacts-dir /tmp/ts_artifacts/${{ matrix.hardware }}_benchmark_validation | |
| - name: Update benchmark artifacts for auto validation | |
| run: python benchmarks/utils/update_artifacts.py --output /tmp/ts_artifacts/${{ matrix.hardware }}_benchmark_validation | |
| - name: Upload the updated benchmark artifacts for auto validation | |
| uses: actions/upload-artifact@v2 | |
| with: | |
| name: ${{ matrix.hardware }}_benchmark_validation | |
| path: /tmp/ts_artifacts | |
| - name: Open issue on failure | |
| if: ${{ failure() && github.event_name == 'schedule' && matrix.hardware == 'cpu' }} | |
| uses: dacbd/create-issue-action@v1 | |
| with: | |
| token: ${{ secrets.GITHUB_TOKEN }} | |
| title: Nightly ${{ matrix.hardware }} benchmark failed | |
| body: Commit ${{ github.sha }} daily scheduled [CI run](https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}) failed, please check why | |
| assignees: '' |