onnxruntime/tools/ci_build/github/azure-pipelines/win-gpu-tensorrt-ci-pipeline.yml
2022-08-02 19:01:41 -07:00

85 lines
4.1 KiB
YAML

jobs:
- job: 'build'
pool: 'onnxruntime-tensorrt8-winbuild'
variables:
OrtPackageId: 'Microsoft.ML.OnnxRuntime'
MsbuildArguments: '-detailedsummary -maxcpucount -consoleloggerparameters:PerformanceSummary'
OnnxRuntimeBuildDirectory: '$(Build.BinariesDirectory)'
DOTNET_SKIP_FIRST_TIME_EXPERIENCE: true
EnvSetupScript: setup_env_trt.bat
buildArch: x64
setVcvars: true
BuildConfig: 'RelWithDebInfo'
ALLOW_RELEASED_ONNX_OPSET_ONLY: '1'
skipComponentGovernanceDetection: true
timeoutInMinutes: 150
workspace:
clean: all
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '3.7'
addToPath: true
architecture: $(buildArch)
- task: BatchScript@1
displayName: 'setup env'
inputs:
filename: '$(Build.SourcesDirectory)\tools\ci_build\github\windows\$(EnvSetupScript)'
modifyEnvironment: true
workingFolder: '$(Build.BinariesDirectory)'
- script: |
python -m pip install -q setuptools wheel numpy
workingDirectory: '$(Build.BinariesDirectory)'
displayName: 'Install python modules'
- powershell: |
$Env:USE_MSVC_STATIC_RUNTIME=1
$Env:ONNX_ML=1
$Env:CMAKE_ARGS="-DONNX_USE_PROTOBUF_SHARED_LIBS=OFF -DProtobuf_USE_STATIC_LIBS=ON -DONNX_USE_LITE_PROTO=ON -DCMAKE_TOOLCHAIN_FILE=C:/vcpkg/scripts/buildsystems/vcpkg.cmake -DVCPKG_TARGET_TRIPLET=$(buildArch)-windows-static"
python setup.py bdist_wheel
python -m pip uninstall -y onnx -qq
Get-ChildItem -Path dist/*.whl | foreach {pip --disable-pip-version-check install --upgrade $_.fullname}
workingDirectory: '$(Build.SourcesDirectory)\cmake\external\onnx'
displayName: 'Install ONNX'
- task: PythonScript@0
displayName: 'Generate cmake config'
inputs:
scriptPath: '$(Build.SourcesDirectory)\tools\ci_build\build.py'
arguments: '--config $(BuildConfig) --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 16 2019" --build_wheel --enable_onnx_tests --use_tensorrt --tensorrt_placeholder_builder --tensorrt_home="C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4" --cuda_version=11.4 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4" --cudnn_home="C:\local\cudnn-11.4-windows-x64-v8.2.2.26\cuda" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52'
workingDirectory: '$(Build.BinariesDirectory)'
- task: VSBuild@1
displayName: 'Build'
inputs:
solution: '$(Build.BinariesDirectory)\$(BuildConfig)\onnxruntime.sln'
platform: 'x64'
configuration: $(BuildConfig)
msbuildArgs: $(MsbuildArguments)
msbuildArchitecture: $(buildArch)
maximumCpuCount: true
logProjectEvents: false
workingFolder: '$(Build.BinariesDirectory)\$(BuildConfig)'
createLogFile: true
- task: PythonScript@0
displayName: 'Build wheel'
inputs:
scriptPath: '$(Build.SourcesDirectory)\setup.py'
arguments: 'bdist_wheel'
workingDirectory: '$(Build.BinariesDirectory)\$(BuildConfig)\$(BuildConfig)'
- script: |
mklink /D /J $(Build.BinariesDirectory)\$(BuildConfig)\models $(Build.BinariesDirectory)\models
DIR dist\ /S /B > wheel_filename_file
set /p WHEEL_FILENAME=<wheel_filename_file
del wheel_filename_file
python.exe -m pip install -q --upgrade %WHEEL_FILENAME%
set PATH=$(Build.BinariesDirectory)\$(BuildConfig)\$(BuildConfig);%PATH%
python $(Build.SourcesDirectory)\tools\ci_build\build.py --config $(BuildConfig) --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --test --cmake_generator "Visual Studio 16 2019" --build_wheel --enable_onnx_tests --use_tensorrt --tensorrt_placeholder_builder --tensorrt_home="C:\local\TensorRT-8.4.1.5.Windows10.x86_64.cuda-11.6.cudnn8.4" --cuda_version=11.4 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.4" --cudnn_home="C:\local\cudnn-11.4-windows-x64-v8.2.2.26\cuda" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=52
workingDirectory: '$(Build.BinariesDirectory)\$(BuildConfig)\$(BuildConfig)'
displayName: 'Run tests'