mirror of
https://github.com/saymrwulf/onnxruntime.git
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1. Update CUDA version from 11.4 to 11.6.
2. Update Manylinux version
3. Upgrade GCC version from 10 to 11 for most x86_64 pipelines. CentOS 7 ARM64 doesn't have GCC 11 yet.
4. Refactor python packaging pipeline:
a. Split Linux GPU build job to two parts, build and test, so that the
build part doesn't need to use a GPU machine
b. Make the Linux GPU build job and Linux CPU build job more similar: share the same bash script and yaml file.
5. Temporarily disable Attention_Mask1D_Fp16_B2_FusedNoPadding because it is causing one of our packaging pipeline to fail. I have created an ADO task for this.
66 lines
2.9 KiB
YAML
66 lines
2.9 KiB
YAML
parameters:
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- name: arch
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type: string
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- name: machine_pool
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type: string
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jobs:
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- job: Linux_py_GPU_Wheels_${{ parameters.arch }}
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timeoutInMinutes: 240
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workspace:
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clean: all
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pool: ${{ parameters.machine_pool }}
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variables:
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# The build machine pool doesn't have dotnet, so it can't run CG.
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skipComponentGovernanceDetection: true
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steps:
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- checkout: self
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clean: true
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submodules: recursive
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- template: set-nightly-build-option-variable-step.yml
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- template: get-docker-image-steps.yml
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parameters:
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Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_4
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Context: tools/ci_build/github/linux/docker
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DockerBuildArgs: "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u ) --build-arg PLATFORM=${{ parameters.arch }}"
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Repository: onnxruntimecuda116xtrt84build${{ parameters.arch }}
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- task: CmdLine@2
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displayName: 'Build Python Wheel'
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inputs:
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script: |
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set -e -x
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mkdir -p $HOME/.onnx
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docker run --rm \
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--volume /data/onnx:/data/onnx:ro \
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--volume $(Build.SourcesDirectory):/onnxruntime_src \
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--volume $(Build.BinariesDirectory):/build \
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--volume /data/models:/build/models:ro \
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--volume $HOME/.onnx:/home/onnxruntimedev/.onnx \
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-w /onnxruntime_src \
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-e NIGHTLY_BUILD \
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-e BUILD_BUILDNUMBER \
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onnxruntimecuda116xtrt84build${{ parameters.arch }} /bin/bash tools/ci_build/github/linux/build_linux_arm64_python_package.sh -d GPU
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rm -rf $(Build.BinariesDirectory)/Release/onnxruntime $(Build.BinariesDirectory)/Release/pybind11 $(Build.BinariesDirectory)/Release/models $(Build.BinariesDirectory)/Release/_deps $(Build.BinariesDirectory)/Release/CMakeFiles
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cd $(Build.BinariesDirectory)/Release
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find -executable -type f > $(Build.BinariesDirectory)/Release/perms.txt
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- task: PublishBuildArtifacts@1
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displayName: 'Publish Artifact: ONNXRuntime python wheel'
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inputs:
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PathtoPublish: '$(Build.BinariesDirectory)/dist'
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ArtifactName: onnxruntime_gpu
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- task: PublishPipelineArtifact@0
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displayName: 'Publish Test Binaries'
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inputs:
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artifactName: 'drop-linux-gpu-${{ parameters.arch }}'
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targetPath: '$(Build.BinariesDirectory)/Release'
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- task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3
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displayName: 'Clean Agent Directories'
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condition: always()
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