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[xgboost] Adds xgboost aarch64 support
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name: Native S3 XGBoost | ||
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on: | ||
workflow_dispatch: | ||
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jobs: | ||
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 }} | ||
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build-xgboost-jni-aarch64: | ||
runs-on: [ self-hosted, aarch64 ] | ||
container: centos:7 | ||
timeout-minutes: 30 | ||
needs: create-aarch64-runner | ||
steps: | ||
- uses: actions/checkout@v3 | ||
- name: Install Environment | ||
run: | | ||
yum -y update | ||
yum -y install centos-release-scl-rh epel-release | ||
yum -y install devtoolset-7 git patch libstdc++-static curl python3-devel | ||
curl -L -o cmake.tar.gz https://github.com/Kitware/CMake/releases/download/v3.27.0-rc2/cmake-3.27.0-rc2-linux-aarch64.tar.gz | ||
tar xvfz cmake.tar.gz | ||
ln -sf $PWD/cmake-3.*/bin/cmake /usr/bin/cmake | ||
cmake --version | ||
pip3 install awscli --upgrade | ||
- name: Set up JDK 11 | ||
uses: actions/setup-java@v3 | ||
with: | ||
distribution: 'corretto' | ||
java-version: 11 | ||
- name: Release JNI prep | ||
run: | | ||
XGBOOST_VERSION="$(cat gradle.properties | awk -F '=' '/xgboost_version/ {print $2}')" | ||
git clone https://github.com/dmlc/xgboost --recursive -b v"$XGBOOST_VERSION" | ||
export PATH=$PATH:/opt/rh/devtoolset-7/root/usr/bin | ||
mkdir -p xgboost/build | ||
cd xgboost/build | ||
cmake .. -DUSE_OPENMP:BOOL=ON -DUSE_HDFS:BOOL=OFF -DUSE_AZURE:BOOL=OFF -DUSE_S3:BOOL=OFF -DUSE_CUDA:BOOL=OFF -DUSE_NCCL:BOOL=OFF -DJVM_BINDINGS:BOOL=ON -DLOG_CAPI_INVOCATION:BOOL=OFF | ||
cmake --build . --config Release -- -j $(nproc) | ||
cd ../.. | ||
- 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: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | ||
aws-region: us-east-2 | ||
- name: Copy files to S3 with the AWS CLI | ||
run: | | ||
XGBOOST_VERSION="$(cat gradle.properties | awk -F '=' '/xgboost_version/ {print $2}')" | ||
aws s3 cp xgboost/lib/libxgboost4j.so s3://djl-ai/publish/xgboost/${XGBOOST_VERSION}/jnilib/linux/aarch64/ | ||
aws cloudfront create-invalidation --distribution-id E371VB8JQ6NRVY --paths "/xgboost/${XGBOOST_VERSION}/jnilib*" | ||
stop-runners: | ||
if: ${{ github.repository == 'deepjavalibrary/djl' && always() }} | ||
runs-on: [ self-hosted, scheduler ] | ||
needs: [ create-aarch64-runner, build-xgboost-jni-aarch64 ] | ||
steps: | ||
- name: Stop all instances | ||
run: | | ||
cd /home/ubuntu/djl_benchmark_script/scripts | ||
instance_id=${{ needs.create-aarch64-runner.outputs.aarch64_instance_id }} | ||
./stop_instance.sh $instance_id |
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