Native JNI S3 PyTorch #199
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: Native JNI S3 PyTorch | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| pt_version: | |
| description: 'pytorch version' | |
| required: false | |
| schedule: | |
| - cron: '0 5 * * *' | |
| jobs: | |
| build-pytorch-jni-macos: | |
| if: github.repository == 'deepjavalibrary/djl' | |
| runs-on: macos-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up JDK 17 | |
| uses: actions/setup-java@v4 | |
| with: | |
| distribution: 'corretto' | |
| java-version: 17 | |
| - uses: actions/cache@v3 | |
| with: | |
| path: ~/.gradle/caches | |
| key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*') }} | |
| restore-keys: | | |
| ${{ runner.os }}-gradle- | |
| - name: Release JNI prep | |
| shell: bash | |
| run: | | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| export PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| echo $PYTORCH_VERSION | |
| ./gradlew :engines:pytorch:pytorch-native:compileJNI -Ppt_version=$PYTORCH_VERSION | |
| ./gradlew -Pjni -Ppt_version=$PYTORCH_VERSION :integration:test "-Dai.djl.default_engine=PyTorch" | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v1-node16 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: us-east-2 | |
| - name: Copy files to S3 with the AWS CLI | |
| shell: bash | |
| run: | | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| aws s3 sync engines/pytorch/pytorch-native/jnilib s3://djl-ai/publish/pytorch/${PYTORCH_VERSION}/jnilib | |
| aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/pytorch/${PYTORCH_VERSION}/jnilib*" | |
| build-pytorch-jni-linux: | |
| if: github.repository == 'deepjavalibrary/djl' | |
| runs-on: ubuntu-latest | |
| container: nvidia/cuda:11.3.1-cudnn8-devel-ubuntu18.04 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up JDK 17 | |
| uses: actions/setup-java@v3 | |
| with: | |
| distribution: 'corretto' | |
| java-version: 17 | |
| - uses: actions/cache@v3 | |
| with: | |
| path: ~/.gradle/caches | |
| key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*') }} | |
| restore-keys: | | |
| ${{ runner.os }}-gradle- | |
| - name: Install Environment | |
| run: | | |
| apt-get update | |
| DEBIAN_FRONTEND=noninteractive apt-get install -y locales curl unzip software-properties-common | |
| add-apt-repository -y ppa:deadsnakes/ppa | |
| apt-get update | |
| apt-get install -y python3 python3-distutils | |
| curl -O https://bootstrap.pypa.io/pip/3.6/get-pip.py | |
| python3 get-pip.py | |
| pip3 install awscli cmake | |
| ln -s /usr/local/bin/cmake /usr/bin/cmake | |
| - name: Release JNI prep | |
| shell: bash | |
| run: | | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| export PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| echo $PYTORCH_VERSION | |
| ./gradlew :engines:pytorch:pytorch-native:compileJNI -Ppt_version=$PYTORCH_VERSION | |
| ./gradlew -Pjni -Ppt_version=$PYTORCH_VERSION :integration:test "-Dai.djl.default_engine=PyTorch" | |
| ./gradlew :engines:pytorch:pytorch-native:cleanJNI | |
| ./gradlew :engines:pytorch:pytorch-native:compileJNI -Pcu11 -Ppt_version=$PYTORCH_VERSION | |
| ./gradlew :engines:pytorch:pytorch-native:cleanJNI | |
| if [[ "$PYTORCH_VERSION" == "1.12.1" ]]; then ./gradlew :engines:pytorch:pytorch-native:compileJNI -Pcu10 -Ppt_version=$PYTORCH_VERSION; fi | |
| if [[ "$PYTORCH_VERSION" == "1.11.0" ]]; then ./gradlew :engines:pytorch:pytorch-native:compileJNI -Pcu10 -Ppt_version=$PYTORCH_VERSION; fi | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v1-node16 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: us-east-2 | |
| - name: Copy files to S3 with the AWS CLI | |
| run: | | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| aws s3 sync engines/pytorch/pytorch-native/jnilib s3://djl-ai/publish/pytorch/${PYTORCH_VERSION}/jnilib | |
| aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/pytorch/${PYTORCH_VERSION}/jnilib*" | |
| build-pytorch-jni-precxx11: | |
| if: github.repository == 'deepjavalibrary/djl' | |
| runs-on: ubuntu-latest | |
| container: nvidia/cuda:11.3.1-cudnn8-devel-centos7 | |
| steps: | |
| - name: Install Environment | |
| run: | | |
| yum -y update | |
| yum -y install centos-release-scl-rh epel-release | |
| yum -y install devtoolset-7 rh-git218 patch cmake3 | |
| ln -s /usr/bin/cmake3 /usr/bin/cmake | |
| pip3 install awscli --upgrade | |
| - uses: actions/checkout@v3 | |
| - name: Set up JDK 17 | |
| uses: actions/setup-java@v3 | |
| with: | |
| distribution: 'corretto' | |
| java-version: 17 | |
| - uses: actions/cache@v3 | |
| with: | |
| path: ~/.gradle/caches | |
| key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*') }} | |
| restore-keys: | | |
| ${{ runner.os }}-gradle- | |
| - name: Release JNI prep | |
| run: | | |
| source scl_source enable devtoolset-7 rh-git218 || true | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| export PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| export PYTORCH_PRECXX11=true | |
| echo $PYTORCH_VERSION | |
| ./gradlew :engines:pytorch:pytorch-native:compileJNI -Pprecxx11 -Ppt_version=$PYTORCH_VERSION | |
| ./gradlew -Pjni -Ppt_version=$PYTORCH_VERSION :integration:test "-Dai.djl.default_engine=PyTorch" | |
| ./gradlew :engines:pytorch:pytorch-native:cleanJNI | |
| rm -rf ~/.djl.ai | |
| ./gradlew :engines:pytorch:pytorch-native:compileJNI -Pcu11 -Pprecxx11 -Ppt_version=$PYTORCH_VERSION | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v1-node16 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: us-east-2 | |
| - name: Copy files to S3 with the AWS CLI | |
| run: | | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| aws s3 sync engines/pytorch/pytorch-native/jnilib s3://djl-ai/publish/pytorch/${PYTORCH_VERSION}/jnilib | |
| aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/pytorch/${PYTORCH_VERSION}/jnilib*" | |
| build-pytorch-jni-windows: | |
| if: github.repository == 'deepjavalibrary/djl' | |
| runs-on: windows-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up JDK 17 | |
| uses: actions/setup-java@v4 | |
| with: | |
| distribution: 'corretto' | |
| java-version: 17 | |
| - uses: actions/cache@v3 | |
| with: | |
| path: ~/.gradle/caches | |
| key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*') }} | |
| restore-keys: | | |
| ${{ runner.os }}-gradle- | |
| - name: Release CPU JNI | |
| shell: cmd | |
| run: | | |
| call "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat" amd64 | |
| gradlew :engines:pytorch:pytorch-native:compileJNI -Ppt_version=${{ github.event.inputs.pt_version }} | |
| - name: Install CUDA 11.7 | |
| shell: cmd | |
| run: | | |
| call "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat" amd64 | |
| curl.exe -L https://developer.download.nvidia.com/compute/cuda/11.7.1/local_installers/cuda_11.7.1_516.94_windows.exe -o cuda.exe | |
| curl.exe -L https://developer.download.nvidia.com/compute/redist/cudnn/v8.5.0/local_installers/11.7/cudnn-windows-x86_64-8.5.0.96_cuda11-archive.zip -o cudnn.zip | |
| cuda.exe -s | |
| unzip.exe cudnn.zip | |
| cp.exe -a cudnn*/include cudnn*/lib cudnn*/bin "C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v11.7/" | |
| rm.exe -Rf cuda.exe cuda.exe cudnn.zip cudnn* | |
| - name: Release cuda11 JNI | |
| shell: cmd | |
| run: | | |
| call "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat" amd64 | |
| set "CUDA_PATH=%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v11.7" | |
| set "PATH=%CUDA_PATH%\bin;%CUDA_PATH%\libnvvp;%PATH%" | |
| gradlew :engines:pytorch:pytorch-native:cleanJNI :engines:pytorch:pytorch-native:compileJNI -Pcu11 -Ppt_version=${{ github.event.inputs.pt_version }} | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v1-node16 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: us-east-2 | |
| - name: Copy files to S3 with the AWS CLI | |
| shell: bash | |
| run: | | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| aws s3 sync engines/pytorch/pytorch-native/jnilib s3://djl-ai/publish/pytorch/${PYTORCH_VERSION}/jnilib | |
| aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/pytorch/${PYTORCH_VERSION}/jnilib*" | |
| build-pytorch-jni-arm64-macos: | |
| if: github.repository == 'deepjavalibrary/djl' | |
| runs-on: macos-latest-xlarge | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up JDK 17 | |
| uses: actions/setup-java@v4 | |
| with: | |
| java-version: 17 | |
| distribution: corretto | |
| architecture: aarch64 | |
| - uses: actions/cache@v3 | |
| with: | |
| path: ~/.gradle/caches | |
| key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*') }} | |
| restore-keys: | | |
| ${{ runner.os }}-gradle- | |
| - name: Release JNI prep | |
| shell: bash | |
| run: | | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| export PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| echo $PYTORCH_VERSION | |
| ./gradlew :engines:pytorch:pytorch-native:compileJNI -Ppt_version=$PYTORCH_VERSION | |
| ./gradlew -Pjni -Ppt_version=$PYTORCH_VERSION :integration:test "-Dai.djl.default_engine=PyTorch" | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v1-node16 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: us-east-2 | |
| - name: Copy files to S3 with the AWS CLI | |
| shell: bash | |
| run: | | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| aws s3 sync engines/pytorch/pytorch-native/jnilib s3://djl-ai/publish/pytorch/${PYTORCH_VERSION}/jnilib | |
| aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/pytorch/${PYTORCH_VERSION}/jnilib*" | |
| create-aarch64-runner: | |
| if: github.repository == 'deepjavalibrary/djl' | |
| runs-on: [ self-hosted, scheduler ] | |
| steps: | |
| - name: Create new Graviton instance | |
| id: create_aarch64 | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \ | |
| https://api.github.com/repos/deepjavalibrary/djl/actions/runners/registration-token \ | |
| --fail \ | |
| | jq '.token' | tr -d '"' ) | |
| ./start_instance.sh action_graviton $token djl | |
| outputs: | |
| aarch64_instance_id: ${{ steps.create_aarch64.outputs.action_graviton_instance_id }} | |
| build-pytorch-jni-aarch64: | |
| if: github.repository == 'deepjavalibrary/djl' | |
| runs-on: [ self-hosted, aarch64 ] | |
| container: amazonlinux:2 | |
| timeout-minutes: 30 | |
| needs: create-aarch64-runner | |
| steps: | |
| - name: Install compiler environment | |
| run: | | |
| yum -y update | |
| yum -y groupinstall "Development Tools" | |
| yum -y install patch git cmake3 python3-devel java-17-amazon-corretto-devel | |
| ln -sf /usr/bin/cmake3 /usr/bin/cmake | |
| pip3 install awscli --upgrade | |
| - uses: actions/checkout@v3 | |
| - name: Release JNI prep | |
| run: | | |
| export JAVA_HOME=/usr/lib/jvm/java-17-amazon-corretto.aarch64 | |
| export PATH=$PATH:$JAVA_HOME/bin | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| export PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| echo $PYTORCH_VERSION | |
| ./gradlew :engines:pytorch:pytorch-native:compileJNI -Pprecxx11 -Ppt_version=$PYTORCH_VERSION | |
| ./gradlew -Pjni -Ppt_version=$PYTORCH_VERSION :integration:test "-Dai.djl.default_engine=PyTorch" | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v1-node16 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: us-east-2 | |
| - name: Copy files to S3 with the AWS CLI | |
| run: | | |
| PYTORCH_VERSION=${{ github.event.inputs.pt_version }} | |
| PYTORCH_VERSION=${PYTORCH_VERSION:-$(cat gradle.properties | awk -F '=' '/pytorch_version/ {print $2}')} | |
| aws s3 sync engines/pytorch/pytorch-native/jnilib s3://djl-ai/publish/pytorch/${PYTORCH_VERSION}/jnilib | |
| aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/pytorch/${PYTORCH_VERSION}/jnilib*" | |
| stop-runners: | |
| if: ${{ github.repository == 'deepjavalibrary/djl' && always() }} | |
| runs-on: [ self-hosted, scheduler ] | |
| needs: [ create-aarch64-runner, build-pytorch-jni-aarch64 ] | |
| steps: | |
| - name: Stop all instances | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| instance_id=${{ needs.create-aarch64-runner.outputs.aarch64_instance_id }} | |
| ./stop_instance.sh $instance_id |