Inferentia2 integration tests #666
Workflow file for this run
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| name: Inferentia2 integration tests | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| djl-version: | |
| description: 'The released version of DJL' | |
| required: false | |
| default: '' | |
| schedule: | |
| - cron: '0 15 * * *' | |
| jobs: | |
| create-runners: | |
| runs-on: [self-hosted, scheduler] | |
| steps: | |
| - name: Create new Inf2.24xl instance | |
| id: create_inf2 | |
| 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_inf2 $token djl-serving | |
| outputs: | |
| inf2_instance_id_1: ${{ steps.create_inf2.outputs.action_inf2_instance_id }} | |
| transformers-neuronx-container-unit-tests: | |
| runs-on: [ self-hosted, inf2 ] | |
| timeout-minutes: 15 | |
| needs: create-runners | |
| 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 requests numpy pillow wheel | |
| - name: Build container name | |
| run: ./serving/docker/scripts/docker_name_builder.sh pytorch-inf2 ${{ github.event.inputs.djl-version }} | |
| - name: Download models and dockers | |
| run: | | |
| docker pull deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG | |
| - name: Run djl_python unit/integration tests on container | |
| working-directory: engines/python/setup | |
| run: | | |
| # Setup | |
| pip install setuptools | |
| python3 -m setup bdist_wheel | |
| mkdir logs | |
| docker run -t --rm --network="host" \ | |
| --name neuron-test \ | |
| -v $PWD/:/opt/ml/model/ \ | |
| -w /opt/ml/model \ | |
| --device=/dev/neuron0:/dev/neuron0 \ | |
| deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG \ | |
| /bin/bash -c "'pip install /opt/ml/model/dist/*.whl pytest' && \ | |
| pytest djl_python/tests/neuron_test_scripts/ | tee logs/results.log" | |
| # Cleanup | |
| sudo rm -rf TinyLlama .pytest_cache | |
| # Fail on failed tests | |
| if grep -F "failed" logs/results.log &>/dev/null; then exit 1; fi | |
| - name: On fail step | |
| if: ${{ failure() }} | |
| working-directory: engines/python/setup | |
| run: | | |
| cat logs/results.log | |
| - name: Upload test logs | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: transformers-neuronx-${{ matrix.arch }}-logs | |
| path: engines/python/setup/logs/ | |
| transformers-neuronx-test-1: | |
| runs-on: [ self-hosted, inf2 ] | |
| timeout-minutes: 90 | |
| needs: [ create-runners, transformers-neuronx-container-unit-tests ] | |
| 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 requests numpy pillow | |
| - name: Build container name | |
| run: ./serving/docker/scripts/docker_name_builder.sh pytorch-inf2 ${{ github.event.inputs.djl-version }} | |
| - name: Download models and dockers | |
| working-directory: tests/integration | |
| run: | | |
| docker pull deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG | |
| mkdir logs | |
| ./download_models.sh pytorch-inf2 | |
| - name: Test Pytorch model | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models pytorch-inf2-1 \ | |
| serve -m test::PyTorch:nc0=file:/opt/ml/model/resnet18_inf2_2_4.tar.gz | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| - name: Test Python mode | |
| working-directory: tests/integration | |
| run: | | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models pytorch-inf2-1 \ | |
| serve -m test::Python:nc0=file:/opt/ml/model/resnet18_no_reqs_inf2_2_4.tar.gz | |
| ./test_client.sh image/jpg models/kitten.jpg | |
| docker rm -f $(docker ps -aq) | |
| - name: On fail step | |
| if: ${{ failure() }} | |
| working-directory: tests/integration | |
| run: | | |
| if [ -d models ]; then sudo rm -rf models; fi | |
| cat logs/serving.log | |
| - name: Upload test logs | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: transformers-neuronx-${{ matrix.arch }}-logs | |
| path: tests/integration/logs/ | |
| stop-runners: | |
| if: always() | |
| runs-on: [ self-hosted, scheduler ] | |
| needs: [ create-runners, transformers-neuronx-container-unit-tests, transformers-neuronx-test-1 ] | |
| steps: | |
| - name: Stop all instances | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| instance_id=${{ needs.create-runners.outputs.inf2_instance_id_1 }} | |
| ./stop_instance.sh $instance_id |