Benchmark Nightly #199
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| name: Benchmark Nightly | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: '0 1 * * *' | |
| permissions: | |
| id-token: write | |
| contents: read | |
| jobs: | |
| create-runners: | |
| runs-on: [ self-hosted, scheduler ] | |
| steps: | |
| - name: Create new G6 instance | |
| id: create_gpu | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \ | |
| https://api.github.com/repos/deepjavalibrary/djl-serving/actions/runners/registration-token \ | |
| --fail \ | |
| | jq '.token' | tr -d '"' ) | |
| ./start_instance.sh action_g6 $token djl-serving | |
| outputs: | |
| gpu_instance_id: ${{ steps.create_gpu.outputs.action_g6_instance_id }} | |
| g5-2xl: | |
| uses: ./.github/workflows/instant_benchmark.yml | |
| secrets: inherit | |
| with: | |
| running_template: ./benchmark/nightly/g5-2xl.txt | |
| instance: g5.2xlarge | |
| record: cloudwatch | |
| g5-12xl: | |
| uses: ./.github/workflows/instant_benchmark.yml | |
| secrets: inherit | |
| with: | |
| running_template: ./benchmark/nightly/g5-12xl.txt | |
| instance: g5.12xlarge | |
| record: cloudwatch | |
| g5-48xl: | |
| uses: ./.github/workflows/instant_benchmark.yml | |
| secrets: inherit | |
| with: | |
| running_template: ./benchmark/nightly/g5-48xl.txt | |
| instance: g5.48xlarge | |
| record: cloudwatch | |
| handler-performance-test: | |
| runs-on: [ self-hosted, g6 ] | |
| timeout-minutes: 60 | |
| needs: create-runners | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test: | |
| - test: TestGPUHandlerPerformance | |
| instance: g6 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Clean env | |
| run: | | |
| yes | docker system prune -a --volumes | |
| sudo rm -rf /home/ubuntu/actions-runner/_work/_tool/Java_Corretto_jdk/ | |
| echo "wait dpkg lock..." | |
| while sudo fuser /var/{lib/{dpkg,apt/lists},cache/apt/archives}/lock >/dev/null 2>&1; do sleep 5; done | |
| - name: Set up Python3 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.10.x' | |
| - name: Install pip dependencies | |
| run: pip3 install pytest requests "numpy<2" pillow huggingface_hub | |
| - name: Install torch | |
| # Use torch to get cuda capability of current device to selectively run tests | |
| # Torch version doesn't really matter that much | |
| run: | | |
| pip3 install torch==2.3.0 | |
| - name: Install awscurl | |
| working-directory: tests/integration | |
| run: | | |
| wget https://publish.djl.ai/awscurl/awscurl | |
| chmod +x awscurl | |
| mkdir outputs | |
| - name: Test | |
| working-directory: tests/integration | |
| env: | |
| TEST_DJL_VERSION: nightly | |
| run: | | |
| python -m pytest -k ${{ matrix.test.test }} tests.py | |
| - name: Cleanup | |
| working-directory: tests/integration | |
| run: | | |
| rm -rf outputs | |
| rm awscurl | |
| - name: On Failure | |
| if: ${{ failure() }} | |
| working-directory: tests/integration | |
| run: | | |
| for file in outputs/*; do if [ -f "$file" ]; then echo "Contents of $file:"; cat "$file"; echo; fi; done | |
| sudo rm -rf outputs && sudo rm -rf models | |
| rm awscurl | |
| ./remove_container.sh | |
| - name: Upload test logs | |
| if: ${{ always() }} | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: test-${{ matrix.test.test }}-logs | |
| path: tests/integration/all_logs/ | |
| stop-g6-runners: | |
| if: always() | |
| runs-on: [ self-hosted, scheduler ] | |
| needs: [ create-runners, handler-performance-test ] | |
| steps: | |
| - name: Stop g6 instances | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| instance_id=${{ needs.create-runners.outputs.gpu_instance_id }} | |
| ./stop_instance.sh $instance_id |