onnxruntime/tools/ci_build/github/azure-pipelines/win-gpu-ci-pipeline.yml
Scott McKay fb4a8e12fc
Limit inclusion of Xamarin mobile target frameworks. (#9834)
- Only set them as targets for the ORT nuget package
    - Use OrtPackageId as the condition for inclusion, if installed
      - need to do the nuget restore via msbuild so that this property is set correctly
  - Add desktop-only version of the C# sln as there is no way to exclude the mobile specific csproj's from an sln
    - use this when applicable if someone is running build.py with the `--build_nuget` flag

Other
  - remove attempt to include symbols in the nuget package as nuget doesn't support symbols in native packages
  - update build.py to use `nuget` and not a windows specific path and filename for a linux build with `--build_nuget`
2021-11-23 11:29:53 +10:00

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YAML

parameters:
- name: RunOnnxRuntimeTests
displayName: Run Tests?
type: boolean
default: true
stages:
- stage: inference
dependsOn: []
jobs:
- job: 'build'
pool: 'Win-GPU-2019'
strategy:
matrix:
cuda:
additionalBuildFlags: --build_java --build_nodejs --use_cuda --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 --gen_doc validate
EnvSetupScript: setup_env_cuda_11.bat
ORT_EP_NAME: CUDA
dml:
additionalBuildFlags: --use_dml --cmake_extra_defines CMAKE_SYSTEM_VERSION=10.0.18362.0 --enable_wcos --use_winml
EnvSetupScript: setup_env.bat
ORT_EP_NAME: DML
variables:
OrtPackageId: 'Microsoft.ML.OnnxRuntime.Gpu'
MsbuildArguments: '-maxcpucount'
TESTONGPU: 'ON'
OnnxRuntimeBuildDirectory: '$(Build.BinariesDirectory)'
DOTNET_SKIP_FIRST_TIME_EXPERIENCE: true
setVcvars: true
BuildConfig: 'RelWithDebInfo'
UseOmp: ''
buildArch: x64
msbuildPlatform: x64
isX86: false
ALLOW_RELEASED_ONNX_OPSET_ONLY: '0'
DocUpdateNeeded: false
timeoutInMinutes: 180
workspace:
clean: all
steps:
- task: UsePythonVersion@0
inputs:
versionSpec: '3.7'
addToPath: true
architecture: $(buildArch)
- task: NodeTool@0
inputs:
versionSpec: '12.x'
force32bit: $(isX86)
- task: JavaToolInstaller@0
#Our build machine doesn't have java x86
condition: and(succeeded(), eq(variables['buildArch'], 'x64'))
inputs:
versionSpec: '11'
jdkArchitectureOption: $(buildArch)
jdkSourceOption: 'PreInstalled'
- task: BatchScript@1
displayName: 'setup env'
inputs:
filename: '$(Build.SourcesDirectory)\tools\ci_build\github\windows\$(EnvSetupScript)'
modifyEnvironment: true
workingFolder: '$(Build.BinariesDirectory)'
- script: |
set ORT_DOXY_SRC=$(Build.SourcesDirectory)
set ORT_DOXY_OUT=$(Build.BinariesDirectory)\$(BuildConfig)\$(BuildConfig)
mkdir %ORT_DOXY_SRC%
mkdir %ORT_DOXY_OUT%
"C:\Program Files\doxygen\bin\doxygen.exe" $(Build.SourcesDirectory)\tools\ci_build\github\Doxyfile_csharp.cfg
workingDirectory: '$(Build.SourcesDirectory)'
displayName: 'API Documentation Check and generate'
- 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: NuGetToolInstaller@0
displayName: Use Nuget 5.7.0
inputs:
versionSpec: 5.7.0
- task: NuGetCommand@2
displayName: 'NuGet restore'
inputs:
command: 'restore'
feedsToUse: 'config'
restoreSolution: '$(Build.SourcesDirectory)\packages.config'
nugetConfigPath: '$(Build.SourcesDirectory)\NuGet.config'
restoreDirectory: '$(Build.BinariesDirectory)\$(BuildConfig)'
- task: PythonScript@0
displayName: 'Generate cmake config'
inputs:
scriptPath: '$(Build.SourcesDirectory)\tools\ci_build\build.py'
arguments: '--config $(BuildConfig) --build_dir $(Build.BinariesDirectory) $(UseOmp) --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 16 2019" --build_wheel --enable_onnx_tests $(additionalBuildFlags)'
workingDirectory: '$(Build.BinariesDirectory)'
- task: VSBuild@1
displayName: 'Build'
inputs:
solution: '$(Build.BinariesDirectory)\$(BuildConfig)\onnxruntime.sln'
platform: $(msbuildPlatform)
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)'
- task: MSBuild@1
displayName: 'Restore NuGet Packages'
inputs:
solution: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln'
platform: 'Any CPU'
configuration: '$(BuildConfig)'
msbuildArguments: '-t:restore -p:OrtPackageId=$(OrtPackageId)'
workingDirectory: '$(Build.SourcesDirectory)\csharp'
- task: MSBuild@1
displayName: 'Build C#'
inputs:
solution: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln'
platform: 'Any CPU'
configuration: '$(BuildConfig)'
msbuildArguments: '-p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=$(OrtPackageId) -p:DefineConstants=USE_$(ORT_EP_NAME)'
workingDirectory: '$(Build.SourcesDirectory)\csharp'
- task: DotNetCoreCLI@2
displayName: 'Test C#'
condition: and(and(succeeded(), eq(variables['BuildConfig'], 'RelWithDebInfo')),eq('${{ parameters.RunOnnxRuntimeTests}}', true))
inputs:
command: test
projects: '$(Build.SourcesDirectory)\csharp\test\Microsoft.ML.OnnxRuntime.Tests.NetCoreApp\Microsoft.ML.OnnxRuntime.Tests.NetCoreApp.csproj'
configuration: '$(BuildConfig)'
arguments: '--configuration $(BuildConfig) -p:Platform="Any CPU" -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=$(OrtPackageId) -p:DefineConstants=USE_$(ORT_EP_NAME)'
workingDirectory: '$(Build.SourcesDirectory)\csharp'
- powershell: |
Get-ChildItem -Path dist/*.whl | foreach {pip --disable-pip-version-check install --upgrade $_.fullname}
python $(Build.SourcesDirectory)\tools\ci_build\build.py --config $(BuildConfig) --build_dir $(Build.BinariesDirectory) $(UseOmp) --skip_submodule_sync --build_shared_lib --test --cmake_generator "Visual Studio 16 2019" --build_wheel --enable_onnx_tests $(additionalBuildFlags)
workingDirectory: '$(Build.BinariesDirectory)\$(BuildConfig)\$(BuildConfig)'
condition: and(succeeded(), eq('${{ parameters.RunOnnxRuntimeTests}}', true))
displayName: 'Run tests'
# if the validation from --gen_doc failed it sets a variable so we can publish the latest version of the docs
# as an artifact, allowing a developer to download this and replace the current version instead of having to build
# and generate the docs locally themselves. handle each of the two md files separately - simpler than copying
# them to another location and publishing from there in a single task.
- task: PublishBuildArtifacts@1
condition: and(failed(), eq(variables['DocUpdateNeeded'], 'true'))
inputs:
pathtoPublish: '$(Build.SourcesDirectory)/docs/OperatorKernels.md'
artifactName: 'OperatorKernels.md'
- task: PublishBuildArtifacts@1
condition: and(failed(), eq(variables['DocUpdateNeeded'], 'true'))
inputs:
pathtoPublish: '$(Build.SourcesDirectory)/docs/ContribOperators.md'
artifactName: 'ContribOperators.md'
- task: PublishSecurityAnalysisLogs@3
displayName: 'Publish Security Analysis Logs'
condition: and(succeeded(), eq(variables['BuildConfig'], 'RelWithDebInfo'))
inputs:
ArtifactName: CodeAnalysisLogs
- task: PublishTestResults@2
displayName: 'Publish unit test results'
inputs:
testResultsFiles: '**/*.results.xml'
searchFolder: '$(Build.BinariesDirectory)'
testRunTitle: 'Unit Test Run'
condition: succeededOrFailed()
- template: templates/component-governance-component-detection-steps.yml
parameters :
condition : 'succeeded'
- stage: training
dependsOn: []
jobs:
- template: templates/win-ci-2019.yml
parameters:
AgentPool : 'Win-GPU-2019'
JobName: 'Win_GPU_Training'
# TODO fix test failures and remove --skip_onnx_tests
BuildCommand: >-
--build_dir $(Build.BinariesDirectory)
--build_shared_lib
--cmake_generator "Visual Studio 16 2019"
--enable_onnx_tests
--enable_training
--skip_onnx_tests
--skip_submodule_sync
--use_cuda
--cuda_version 10.2
--cuda_home "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.2"
--cudnn_home "C:\local\cudnn-10.2-windows10-x64-v8.0.3.33\cuda"
--cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52"
BuildArch: 'x64'
EnvSetupScript: 'setup_env_cuda.bat'
sln_platform: 'x64'
CudaVersion: '10.2'
OrtPackageId: 'Microsoft.ML.OnnxRuntime.Gpu'
BuildConfigurations: ['RelWithDebInfo']
# Enable unreleased onnx opsets in CI builds
# This facilitates testing the implementation for the new opsets
AllowReleasedOpsetOnly: '0'
DoCompliance: 'true'