From 9f21f694cf939a960f5b516ba5ff9675fc3ec6d1 Mon Sep 17 00:00:00 2001 From: Yi Zhang Date: Fri, 28 Jul 2023 13:09:35 +0800 Subject: [PATCH] stop support to VS 2019 (#16892) ### Description Remove VS 2019 code. ### Motivation and Context --- docs/TVM_EP.md | 4 +- tools/ci_build/build.py | 1 - .../templates/win-ci-vs-2019.yml | 383 ------------------ .../win-gpu-tensorrt-ci-pipeline.yml | 18 +- 4 files changed, 16 insertions(+), 390 deletions(-) delete mode 100644 tools/ci_build/github/azure-pipelines/templates/win-ci-vs-2019.yml diff --git a/docs/TVM_EP.md b/docs/TVM_EP.md index f0062094ae..f41f4eb8d2 100644 --- a/docs/TVM_EP.md +++ b/docs/TVM_EP.md @@ -160,7 +160,7 @@ build.bat --config Release --enable_pybind --build_wheel --skip_tests --parallel ``` build.bat --config Release --enable_pybind --build_wheel --skip_tests --parallel --use_tvm --skip_onnx_tests --cmake_generator "Visual Studio 17 2022" --llvm_config /build/Release/bin/llvm-config.exe --use_cuda --cudnn_home “C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.*” --cuda_home “C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.*” ``` -In both cases (CPU, GPU) there are the following options for cmake generator: "Visual Studio 15 2017", "Visual Studio 16 2019", "Visual Studio 17 2022" and "Ninja". Also handshake mechanism can be switched on by `--use_tvm_hash` flag. At the latter case ipp-crypto library is built with dependencies, see details above. +In both cases (CPU, GPU) there are the following options for cmake generator: "Visual Studio 17 2022" and "Ninja". Also handshake mechanism can be switched on by `--use_tvm_hash` flag. At the latter case ipp-crypto library is built with dependencies, see details above. - Install python wheel package for ONNX Runtime:
Default path to the package is `/build/Windows/Release/Release/dist`. Note that it is different in comparison with path to the package on Linux. Before installation check names of wheel packages and use corresponding one. It can be looked like the following: ```cmd @@ -224,7 +224,7 @@ Currently, only precompiled models are supported in C# (see the related section ```CSharp SessionOptions session_options = new SessionOptions{}; -string tvm_ep_options = +string tvm_ep_options = $"executor: {tvm_executor_type}, " + $"so_folder: {folder_with_pretuned_files}, " + $"check_hash: {check_hash}, " + diff --git a/tools/ci_build/build.py b/tools/ci_build/build.py index 85a3488fa8..3358ee7b9a 100644 --- a/tools/ci_build/build.py +++ b/tools/ci_build/build.py @@ -542,7 +542,6 @@ def parse_arguments(): "Ninja", "NMake Makefiles", "Unix Makefiles", - "Visual Studio 16 2019", "Visual Studio 17 2022", "Xcode", ], diff --git a/tools/ci_build/github/azure-pipelines/templates/win-ci-vs-2019.yml b/tools/ci_build/github/azure-pipelines/templates/win-ci-vs-2019.yml deleted file mode 100644 index 1b20154f7e..0000000000 --- a/tools/ci_build/github/azure-pipelines/templates/win-ci-vs-2019.yml +++ /dev/null @@ -1,383 +0,0 @@ -parameters: -- name: BuildConfig - type: string - -- name: EnvSetupScript - type: string - -- name: job_name_suffix - type: string - -- name: buildArch - type: string - -- name: additionalBuildFlags - type: string - -- name: msbuildPlatform - type: string - -- name: isX86 - type: boolean - default: false - -- name: isTraining - type: boolean - default: false - -- name: EnablePython - type: boolean - default: true - -- name: RunOnnxRuntimeTests - displayName: Run Tests? - type: boolean - default: true - -- name: RunStaticCodeAnalysis - displayName: Run Static Code Analysis - type: boolean - default: true - -- name: ORT_EP_NAME - type: string - -- name: MachinePool - type: string - -- name: GenerateDocumentation - displayName: Generate updated documentation. Requires build to have occurred and `--gen_doc` to be specified - type: boolean - default: false - -- name: WITH_CACHE - displayName: Use Cache to acclerate compilation - type: boolean - default: false - -jobs: -- job: build_${{ parameters.job_name_suffix }} - variables: - OrtPackageId: 'Microsoft.ML.OnnxRuntime' - OnnxRuntimeBuildDirectory: '$(Build.BinariesDirectory)' - DOTNET_SKIP_FIRST_TIME_EXPERIENCE: true - setVcvars: true - ALLOW_RELEASED_ONNX_OPSET_ONLY: '0' - DocUpdateNeeded: false # Set to true during document generation if there are diffs - skipComponentGovernanceDetection: true - DEPS_CACHE_DIR: $(Agent.TempDirectory)/deps_ccache - ORT_CACHE_DIR: $(Agent.TempDirectory)/ort_ccache - TODAY: $[format('{0:dd}{0:MM}{0:yyyy}', pipeline.startTime)] - ${{ if eq(parameters.WITH_CACHE, true) }}: - PS_CACHE_ARG: '-use_cache' - PY_CACHE_ARG: '--use_cache' - MSBUILD_CACHE_ARG: '/p:CLToolExe=cl.exe /p:CLToolPath=C:\ProgramData\chocolatey\bin /p:TrackFileAccess=false /p:UseMultiToolTask=true /p:DebugInformationFormat=OldStyle' - workspace: - clean: all - pool: ${{ parameters.MachinePool }} - timeoutInMinutes: 300 - steps: - - checkout: self - clean: true - submodules: none - - - task: UsePythonVersion@0 - inputs: - versionSpec: '3.8' - addToPath: true - architecture: ${{ parameters.buildArch }} - - - template: download-deps.yml - - - task: PythonScript@0 - displayName: 'Update deps.txt' - inputs: - scriptPath: $(Build.SourcesDirectory)/tools/ci_build/replace_urls_in_deps.py - arguments: --new_dir $(Build.BinariesDirectory)/deps - workingDirectory: $(Build.BinariesDirectory) - - - task: NodeTool@0 - inputs: - versionSpec: '16.x' - force32bit: ${{ parameters.isX86 }} - - # Our build machine doesn't have java x86 - - ${{ if eq(parameters.buildArch, 'x64') }}: - - task: JavaToolInstaller@0 - inputs: - versionSpec: '11' - jdkArchitectureOption: ${{ parameters.buildArch }} - jdkSourceOption: 'PreInstalled' - - - task: BatchScript@1 - displayName: 'setup env' - inputs: - filename: '$(Build.SourcesDirectory)\tools\ci_build\github\windows\${{ parameters.EnvSetupScript }}' - modifyEnvironment: true - workingFolder: '$(Build.BinariesDirectory)' - - - script: | - set ORT_DOXY_SRC=$(Build.SourcesDirectory) - set ORT_DOXY_OUT=$(Build.BinariesDirectory)\${{ parameters.BuildConfig }}\${{ parameters.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' - - - ${{ if contains(parameters.additionalBuildFlags, 'use_cuda') }}: - - powershell: | - azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v11.8" $(Agent.TempDirectory) - - - ${{ if eq(parameters.WITH_CACHE, true) }}: - - powershell: | - if ([string]::IsNullOrEmpty((Get-Command ccache -errorAction SilentlyContinue))) - { - choco install ccache -y --version 4.7.4 - $ccache_path = (Get-Command ccache).Source - $ccache_parent_dir = (Split-Path -parent $ccache_path) - Copy-Item "C:\ProgramData\chocolatey\lib\ccache\tools\ccache-4.7.4-windows-x86_64\ccache.exe" -Destination "C:\ProgramData\chocolatey\bin\cl.exe" - Get-ChildItem $ccache_parent_dir - ccache --version - } - displayName: Install ccache and update PATH to use linked versions of gcc, cc, etc - - - ${{ if or(eq(parameters.RunOnnxRuntimeTests, true), eq(parameters.GenerateDocumentation, true)) }}: - - ${{ if eq(parameters.WITH_CACHE, true) }}: - - task: Cache@2 - # machinepool is used to ensure the compiler is same - inputs: - key: '"$(TODAY)" | ${{ parameters.buildArch }} | ${{ parameters.BuildConfig }} | ${{ parameters.MachinePool }} | $(Build.SourcesDirectory)/cmake/deps.txt, $(Build.SourcesDirectory)/tools/ci_build/github/windows/install_third_party_deps.ps1, $(Build.SourcesDirectory)/tools/ci_build/github/windows/helpers.ps1' - path: $(DEPS_CACHE_DIR) - restoreKeys: | - "$(TODAY)" | ${{ parameters.buildArch }} | ${{ parameters.BuildConfig }} | ${{ parameters.MachinePool }} - displayName: Cache Task - - - task: PowerShell@2 - displayName: 'Install ONNX' - inputs: - filePath: '$(Build.SourcesDirectory)/tools/ci_build/github/windows/install_third_party_deps.ps1' - workingDirectory: '$(Build.BinariesDirectory)' - arguments: -cpu_arch ${{ parameters.buildArch }} -install_prefix $(Build.BinariesDirectory)\${{ parameters.BuildConfig }}\installed -build_config ${{ parameters.BuildConfig }} ${{ variables['PS_CACHE_ARG'] }} - ${{ if eq(parameters.WITH_CACHE, true) }}: - env: - CCACHE_DIR: $(DEPS_CACHE_DIR) - CCACHE_COMPILERCHECK: content - - - ${{ if eq(parameters.WITH_CACHE, true) }}: - - powershell: | - ccache -sv - ccache -z - displayName: cache stat - env: - CCACHE_DIR: $(DEPS_CACHE_DIR) - - - task: NuGetToolInstaller@0 - displayName: Use Nuget 5.7.0 - inputs: - versionSpec: 5.7.0 - - - task: NuGetCommand@2 - displayName: 'NuGet restore' - inputs: - command: 'restore' - feedsToUse: 'config' - restoreSolution: '$(Build.SourcesDirectory)\packages.config' - nugetConfigPath: '$(Build.SourcesDirectory)\NuGet.config' - restoreDirectory: '$(Build.BinariesDirectory)\${{ parameters.BuildConfig }}' - - - ${{ if eq(parameters.WITH_CACHE, true) }}: - - task: Cache@2 - inputs: - ${{if eq(variables['Build.SourceBranchName'], 'merge')}}: - key: ' "$(TODAY)" | $(System.StageName) | ${{ parameters.BuildConfig }} | merge ' - ${{else}}: - key: '"$(TODAY)" | onnxruntime | $(System.StageName) | ${{ parameters.BuildConfig }} | $(Build.SourceVersion) ' - path: $(ORT_CACHE_DIR) - restoreKeys: | - "$(TODAY)" | onnxruntime | $(System.StageName) | ${{ parameters.BuildConfig }} - displayName: Cache Task - - - task: PythonScript@0 - displayName: 'Generate cmake config' - inputs: - scriptPath: '$(Build.SourcesDirectory)\tools\ci_build\build.py' - arguments: '--config ${{ parameters.BuildConfig }} --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_csharp --update --parallel --cmake_generator "Visual Studio 16 2019" --build_shared_lib --enable_onnx_tests ${{ variables.PY_CACHE_ARG }} ${{ parameters.additionalBuildFlags }}' - workingDirectory: '$(Build.BinariesDirectory)' - - - task: VSBuild@1 - displayName: 'Build' - inputs: - solution: '$(Build.BinariesDirectory)\${{ parameters.BuildConfig }}\onnxruntime.sln' - platform: ${{ parameters.msbuildPlatform }} - configuration: ${{ parameters.BuildConfig }} - msbuildArgs: '-maxcpucount ${{ variables.MSBUILD_CACHE_ARG }}' - msbuildArchitecture: ${{ parameters.buildArch }} - maximumCpuCount: true - logProjectEvents: false - workingFolder: '$(Build.BinariesDirectory)\${{ parameters.BuildConfig }}' - createLogFile: true - ${{ if eq(parameters.WITH_CACHE, true) }}: - env: - CCACHE_DIR: $(ORT_CACHE_DIR) - - - ${{ if eq(parameters.WITH_CACHE, true) }}: - - powershell: | - ccache -sv - ccache -z - displayName: cache stat - env: - CCACHE_DIR: $(ORT_CACHE_DIR) - - - powershell: | - Get-Volume $("$(Build.BinariesDirectory)")[0] - displayName: check disk size - - - task: DeleteFiles@1 - displayName: 'Delete intermedia files from $(Build.BinariesDirectory)\${{ parameters.BuildConfig }}' - inputs: - SourceFolder: '$(Build.BinariesDirectory)\${{ parameters.BuildConfig }}' - Contents: | - **/*.obj - - - powershell: | - Get-Volume $("$(Build.BinariesDirectory)")[0] - displayName: check disk size - - - ${{ if eq(parameters.EnablePython, true) }}: - - task: PythonScript@0 - displayName: 'Build wheel' - inputs: - scriptPath: '$(Build.SourcesDirectory)\setup.py' - arguments: 'bdist_wheel' - workingDirectory: '$(Build.BinariesDirectory)\${{ parameters.BuildConfig }}\${{ parameters.BuildConfig }}' - - - task: MSBuild@1 - displayName: 'Restore NuGet Packages' - inputs: - solution: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln' - platform: 'Any CPU' - configuration: '${{ parameters.BuildConfig }}' - msbuildArguments: '-t:restore -p:OrtPackageId=$(OrtPackageId)' - workingDirectory: '$(Build.SourcesDirectory)\csharp' - - - task: MSBuild@1 - displayName: 'Build C#' - inputs: - solution: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln' - configuration: '${{ parameters.BuildConfig }}' - platform: 'Any CPU' - msbuildArguments: '-p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=$(OrtPackageId)' - workingDirectory: '$(Build.SourcesDirectory)\csharp' - - # C# test isn't launched by build.py, so models link has to be added. - - script: | - mklink /D /J models C:\local\models - workingDirectory: '$(Build.BinariesDirectory)' - displayName: 'Create models link' - - - ${{ if and(eq(parameters.BuildConfig, 'RelWithDebInfo'), eq(parameters.RunOnnxRuntimeTests, true)) }}: - - task: DotNetCoreCLI@2 - displayName: 'Test C#' - inputs: - command: test - projects: '$(Build.SourcesDirectory)\csharp\test\Microsoft.ML.OnnxRuntime.Tests.NetCoreApp\Microsoft.ML.OnnxRuntime.Tests.NetCoreApp.csproj' - configuration: '${{ parameters.BuildConfig }}' - arguments: '--configuration ${{ parameters.BuildConfig }} -p:Platform="Any CPU" -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=$(OrtPackageId) --blame' - workingDirectory: '$(Build.SourcesDirectory)\csharp' - - - ${{ if eq(parameters.EnablePython, true) }}: - - powershell: | - python3 -m pip uninstall -y ort-nightly-gpu ort-nightly onnxruntime onnxruntime-gpu onnxruntime-training onnxruntime-directml ort-nightly-directml -qq - Get-ChildItem -Path dist/*.whl | foreach {pip --disable-pip-version-check install --upgrade $_.fullname} - - workingDirectory: '$(Build.BinariesDirectory)\${{ parameters.BuildConfig }}\${{ parameters.BuildConfig }}' - displayName: 'Install onnxruntime wheel' - - - ${{ if eq(parameters.RunOnnxRuntimeTests, true) }}: - - powershell: | - python $(Build.SourcesDirectory)\tools\ci_build\build.py --config ${{ parameters.BuildConfig }} --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --test --cmake_generator "Visual Studio 16 2019" --build_shared_lib --enable_onnx_tests ${{ parameters.additionalBuildFlags }} - - workingDirectory: '$(Build.BinariesDirectory)\${{ parameters.BuildConfig }}\${{ parameters.BuildConfig }}' - displayName: 'Run tests' - - - - ${{ if eq(parameters.RunStaticCodeAnalysis, true) }}: - - task: DeleteFiles@1 - displayName: 'Delete binaries files from $(Build.BinariesDirectory)\RelWithDebInfo' - inputs: - SourceFolder: '$(Build.BinariesDirectory)\RelWithDebInfo' - Contents: | - **/*.obj - **/*.pdb - **/*.dll - - - # Manually set msBuildCommandline so that we can also set CAExcludePath - # build_dir must be a sub folder of $(Build.SourcesDirectory) - # TODO: move this step to a CPU-only machine to save GPU resources. - - task: SDLNativeRules@3 - displayName: 'Run the PREfast SDL Native Rules for MSBuild' - inputs: - msBuildArchitecture: amd64 - setupCommandlines: 'python $(Build.SourcesDirectory)\tools\ci_build\build.py --config RelWithDebInfo --build_dir $(Build.SourcesDirectory)\b --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 16 2019" --build_shared_lib --enable_onnx_tests ${{ parameters.additionalBuildFlags }} --cmake_extra_defines onnxruntime_ENABLE_STATIC_ANALYSIS=ON' - msBuildCommandline: '"C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\MSBuild\Current\Bin\amd64\msbuild.exe" "$(Build.SourcesDirectory)\b\RelWithDebInfo\onnxruntime.sln" /p:RunCodeAnalysis=true /p:platform=${{ parameters.msbuildPlatform }} /p:configuration=RelWithDebInfo /p:VisualStudioVersion="16.0" /m /p:PreferredToolArchitecture=x64' - excludedPaths: '$(Build.SourcesDirectory)\b#$(Build.SourcesDirectory)\cmake#C:\program files#C:\program files (x86)' - rulesetName: Custom - customRuleset: $(Build.SourcesDirectory)\cmake\Sdl.ruleset - publishXML: true - - - task: SdtReport@2 - displayName: 'Create Security Analysis Report' - inputs: - SDLNativeRules: true - - - task: PublishSecurityAnalysisLogs@3 - displayName: 'Publish Security Analysis Logs' - continueOnError: true - - - task: PostAnalysis@2 - displayName: 'Guardian Break v2' - inputs: - GdnBreakGdnToolSDLNativeRulesSeverity: Note - GdnBreakGdnToolSDLNativeRules: true - - - - ${{ if eq(parameters.RunOnnxRuntimeTests, true) }}: - - task: PublishTestResults@2 - displayName: 'Publish unit test results' - inputs: - testResultsFiles: '**/*.results.xml' - searchFolder: '$(Build.BinariesDirectory)/${{ parameters.BuildConfig }}' - testRunTitle: 'Unit Test Run' - condition: succeededOrFailed() - - - ${{ if eq(parameters.GenerateDocumentation, true) }}: - - task: PythonScript@0 - displayName: 'Generate documentation' - inputs: - scriptPath: '$(Build.SourcesDirectory)\tools\ci_build\build.py' - arguments: '--config ${{ parameters.BuildConfig }} --build_dir $(Build.BinariesDirectory) --gen_doc validate ${{ variables.PY_CACHE_ARG }}' - workingDirectory: '$(Build.BinariesDirectory)' - - # if the validation from --gen_doc failed it sets DocUpdateNeeded 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' diff --git a/tools/ci_build/github/azure-pipelines/win-gpu-tensorrt-ci-pipeline.yml b/tools/ci_build/github/azure-pipelines/win-gpu-tensorrt-ci-pipeline.yml index 06a41bb0af..c2dd5a4f2b 100644 --- a/tools/ci_build/github/azure-pipelines/win-gpu-tensorrt-ci-pipeline.yml +++ b/tools/ci_build/github/azure-pipelines/win-gpu-tensorrt-ci-pipeline.yml @@ -1,6 +1,6 @@ jobs: - job: 'build' - pool: 'onnxruntime-tensorrt8-winbuild-T4' + pool: 'onnxruntime-Win2022-GPU-T4' variables: OrtPackageId: 'Microsoft.ML.OnnxRuntime' MsbuildArguments: '-detailedsummary -maxcpucount -consoleloggerparameters:PerformanceSummary' @@ -43,6 +43,17 @@ jobs: arguments: --new_dir $(Build.BinariesDirectory)/deps workingDirectory: $(Build.BinariesDirectory) + - powershell: | + azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v11.8" $(Agent.TempDirectory) + displayName: 'Download CUDA SDK' + + - task: BatchScript@1 + displayName: 'setup env' + inputs: + filename: '$(Build.SourcesDirectory)\tools\ci_build\github\windows\$(EnvSetupScript)' + modifyEnvironment: true + workingFolder: '$(Build.BinariesDirectory)' + - task: PowerShell@2 displayName: 'Install ONNX' inputs: @@ -54,7 +65,7 @@ jobs: displayName: 'Generate cmake config' inputs: scriptPath: '$(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_home="C:\local\TensorRT-8.6.1.6.Windows10.x86_64.cuda-11.8" --cuda_version=11.8 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=75' + arguments: '--config $(BuildConfig) --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --update --cmake_generator "Visual Studio 17 2022" --build_wheel --enable_onnx_tests --use_tensorrt --tensorrt_home="C:\local\TensorRT-8.6.1.6.Windows10.x86_64.cuda-11.8" --cuda_version=11.8 --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=75' workingDirectory: '$(Build.BinariesDirectory)' - task: VSBuild@1 @@ -84,8 +95,7 @@ jobs: del wheel_filename_file python.exe -m pip install -q --upgrade %WHEEL_FILENAME% set PATH=$(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_home="C:\local\TensorRT-8.6.1.6.Windows10.x86_64.cuda-11.8" --cuda_version=11.8 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=75 + python $(Build.SourcesDirectory)\tools\ci_build\build.py --config $(BuildConfig) --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --test --cmake_generator "Visual Studio 17 2022" --build_wheel --enable_onnx_tests --use_tensorrt --tensorrt_home="C:\local\TensorRT-8.6.1.6.Windows10.x86_64.cuda-11.8" --cuda_version=11.8 --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=75 workingDirectory: '$(Build.BinariesDirectory)\$(BuildConfig)\$(BuildConfig)' displayName: 'Run tests' -