Canary-GPU #414
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| name: Canary-GPU | |
| on: | |
| schedule: | |
| - cron: '0 4 * * *' | |
| workflow_dispatch: | |
| inputs: | |
| repo-id: | |
| description: 'staging repository id to test' | |
| required: false | |
| default: '' | |
| djl-version: | |
| description: 'djl version to test' | |
| required: false | |
| pt-version: | |
| description: 'pytorch version to test' | |
| required: false | |
| default: '' | |
| jobs: | |
| canary-test-cuda112: | |
| if: github.repository == 'deepjavalibrary/djl-demo' | |
| runs-on: [ self-hosted, gpu ] | |
| container: | |
| image: nvidia/cuda:11.2.2-cudnn8-runtime-ubuntu18.04 | |
| options: --gpus all --runtime=nvidia | |
| env: | |
| AWS_REGION: us-east-1 | |
| DJL_STAGING: ${{github.event.inputs.repo-id}} | |
| DJL_VERSION: ${{github.event.inputs.djl-version}} | |
| PT_VERSION: ${{github.event.inputs.pt-version}} | |
| timeout-minutes: 30 | |
| needs: create-gpu-runner | |
| steps: | |
| - name: Setup Environment | |
| run: | | |
| apt-get update | |
| apt-get install -y software-properties-common wget libgomp1 | |
| - uses: actions/checkout@v3 | |
| - name: Set up JDK 11 | |
| uses: actions/setup-java@v3 | |
| with: | |
| java-version: 11 | |
| distribution: corretto | |
| - name: Test MXNet | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=mxnet-native-auto ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=mxnet-native-mkl ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=mxnet-native-cu112mkl ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test PyTorch | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=$PT_VERSION ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=1.11.0 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=1.12.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=1.13.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=2.0.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_PRECXX11=true PYTORCH_VERSION=$PT_VERSION ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_PRECXX11=true PYTORCH_VERSION=1.11.0 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_PRECXX11=true PYTORCH_VERSION=1.12.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_PRECXX11=true PYTORCH_VERSION=1.13.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_PRECXX11=true PYTORCH_VERSION=2.0.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cpu ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cpu-precxx11 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| # not support lower version of CUDA since 0.22.0, fallback to CPU | |
| DJL_ENGINE=pytorch-native-cu117 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu113 PT_VERSION=1.11.0 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu116 PT_VERSION=1.12.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu117 PT_VERSION=1.13.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu118 PT_VERSION=2.0.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu117-precxx11 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu113-precxx11 PT_VERSION=1.11.0 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu116-precxx11 PT_VERSION=1.12.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu117-precxx11 PT_VERSION=1.13.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu118-precxx11 PT_VERSION=2.0.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test Tensorflow | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=mxnet-native-auto ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=tensorflow-native-cpu ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| # tensorflow-native-cu113 cannot run on CU112 since 0.22.0 | |
| - name: Test Paddle | |
| working-directory: canary | |
| run: | | |
| set -x | |
| mkdir -p $HOME/.djl.ai/paddle/2.3.2-cu112-linux-x86_64 | |
| DJL_CACHE_DIR=$HOME/.djl.ai/ DJL_ENGINE=paddlepaddle-native-auto \ | |
| LD_LIBRARY_PATH=$DJL_CACHE_DIR/paddle/2.3.2-cu112-linux-x86_64 \ | |
| ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| mkdir -p $HOME/.djl.ai/paddle/2.3.2-20221103-cu112-linux-x86_64 | |
| DJL_CACHE_DIR=$HOME/.djl.ai/ DJL_ENGINE=paddlepaddle-native-cu112 \ | |
| LD_LIBRARY_PATH=$DJL_CACHE_DIR/paddle/2.3.2-20221103-cu112-linux-x86_64 \ | |
| ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test Xgboost GPU | |
| working-directory: canary | |
| run: | | |
| DJL_ENGINE=xgboost-gpu ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| canary-test-cuda113: | |
| if: github.repository == 'deepjavalibrary/djl-demo' | |
| runs-on: [ self-hosted, gpu ] | |
| container: | |
| image: nvidia/cuda:11.3.1-cudnn8-runtime-ubuntu18.04 | |
| options: --gpus all --runtime=nvidia | |
| env: | |
| AWS_REGION: us-east-1 | |
| DJL_STAGING: ${{github.event.inputs.repo-id}} | |
| DJL_VERSION: ${{github.event.inputs.djl-version}} | |
| PT_VERSION: ${{github.event.inputs.pt-version}} | |
| timeout-minutes: 30 | |
| needs: create-gpu-runner | |
| steps: | |
| - name: Setup Environment | |
| run: | | |
| apt-get update | |
| apt-get install -y software-properties-common wget libgomp1 | |
| - uses: actions/checkout@v3 | |
| - name: Set up JDK 11 | |
| uses: actions/setup-java@v3 | |
| with: | |
| java-version: 11 | |
| distribution: corretto | |
| - name: Test MXNet | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=mxnet-native-auto ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=mxnet-native-mkl ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test PyTorch | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=$PT_VERSION ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=2.0.1 PYTORCH_FLAVOR=cu118 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=2.0.1 PYTORCH_FLAVOR=cu118-precxx11 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test Tensorflow | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=tensorflow-native-auto ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=tensorflow-native-cpu ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=tensorflow-native-cu113 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test Paddle | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=paddlepaddle-native-auto ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=paddlepaddle-native-cpu ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test Xgboost GPU | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=xgboost-gpu ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| canary-test-cuda118: | |
| if: github.repository == 'deepjavalibrary/djl-demo' | |
| runs-on: [ self-hosted, gpu ] | |
| container: | |
| image: nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu18.04 | |
| options: --gpus all --runtime=nvidia | |
| env: | |
| AWS_REGION: us-east-1 | |
| DJL_STAGING: ${{github.event.inputs.repo-id}} | |
| DJL_VERSION: ${{github.event.inputs.djl-version}} | |
| PT_VERSION: ${{github.event.inputs.pt-version}} | |
| timeout-minutes: 30 | |
| needs: create-gpu-runner | |
| steps: | |
| - name: Setup Environment | |
| run: | | |
| apt-get update | |
| apt-get install -y software-properties-common wget libgomp1 | |
| - uses: actions/checkout@v3 | |
| - name: Set up JDK 11 | |
| uses: actions/setup-java@v3 | |
| with: | |
| java-version: 11 | |
| distribution: corretto | |
| - name: Test MXNet | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=mxnet-native-auto ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=mxnet-native-mkl ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test PyTorch | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=$PT_VERSION ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=1.11.0 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=1.12.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=1.13.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_VERSION=2.0.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_PRECXX11=true PYTORCH_VERSION=$PT_VERSION ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_PRECXX11=true PYTORCH_VERSION=1.11.0 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_PRECXX11=true PYTORCH_VERSION=1.12.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_PRECXX11=true PYTORCH_VERSION=1.13.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-auto PYTORCH_PRECXX11=true PYTORCH_VERSION=2.0.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cpu ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cpu-precxx11 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu117 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu113 PT_VERSION=1.11.0 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu116 PT_VERSION=1.12.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu117 PT_VERSION=1.13.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu118 PT_VERSION=2.0.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu117-precxx11 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu113-precxx11 PT_VERSION=1.11.0 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu116-precxx11 PT_VERSION=1.12.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu117-precxx11 PT_VERSION=1.13.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=pytorch-native-cu118-precxx11 PT_VERSION=2.0.1 ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test Tensorflow | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=tensorflow-native-auto ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=tensorflow-native-cpu ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test Paddle | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=paddlepaddle-native-auto ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| DJL_ENGINE=paddlepaddle-native-cpu ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| - name: Test Xgboost GPU | |
| working-directory: canary | |
| run: | | |
| set -x | |
| DJL_ENGINE=xgboost-gpu ./gradlew clean run | |
| rm -rf /root/.djl.ai/ | |
| create-gpu-runner: | |
| if: github.repository == 'deepjavalibrary/djl-demo' | |
| runs-on: [ self-hosted, scheduler ] | |
| steps: | |
| - name: Create new GPU 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-demo/actions/runners/registration-token \ | |
| --fail \ | |
| | jq '.token' | tr -d '"' ) | |
| ./start_instance.sh action_gpu $token djl-demo | |
| outputs: | |
| gpu_instance_id: ${{ steps.create_gpu.outputs.action_gpu_instance_id }} | |
| stop-runners: | |
| if: always() | |
| runs-on: [ self-hosted, scheduler ] | |
| needs: [ create-gpu-runner, canary-test-cuda112, canary-test-cuda113, canary-test-cuda118 ] | |
| steps: | |
| - name: Stop all instances | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| instance_id=${{ needs.create-gpu-runner.outputs.gpu_instance_id }} | |
| ./stop_instance.sh $instance_id |