parameters: - name: RunOnnxRuntimeTests displayName: Run Tests? type: boolean default: true - name: UseIncreasedTimeoutForTests displayName: Increase timeout for tests? Set it to false if you are doing an Onnx Runtime release. type: boolean default: false - name: DoCompliance displayName: Run Compliance Tasks? type: boolean default: true - name: DoEsrp displayName: Run code sign tasks? Must be true if you are doing an Onnx Runtime release. type: boolean default: true - name: IsReleaseBuild displayName: Is a release build? Set it to true if you are doing an Onnx Runtime release. type: boolean default: false resources: repositories: - repository: onnxruntime-inference-examples # The name used to reference this repository in the checkout step type: github endpoint: ort-examples name: microsoft/onnxruntime-inference-examples - repository: manylinux type: Github endpoint: Microsoft name: pypa/manylinux ref: aead4d751c2101e23336aa73f2380df83e7a13f3 stages: - template: templates/c-api-cpu.yml parameters: RunOnnxRuntimeTests: ${{ parameters.RunOnnxRuntimeTests }} DoCompliance: ${{ parameters.DoCompliance }} DoEsrp: ${{ parameters.DoEsrp }} IsReleaseBuild: ${{ parameters.IsReleaseBuild }} OrtNugetPackageId: 'Microsoft.ML.OnnxRuntime' AdditionalBuildFlags: '' AdditionalWinBuildFlags: '--enable_onnx_tests --enable_wcos' BuildVariant: 'default' - stage: Linux_C_API_Packaging_GPU_x64 dependsOn: [] jobs: - job: workspace: clean: all timeoutInMinutes: 120 pool: 'Onnxruntime-Linux-GPU' variables: CUDA_VERSION: '11.6' steps: - template: templates/set-version-number-variables-step.yml - template: templates/get-docker-image-steps.yml parameters: Dockerfile: tools/ci_build/github/linux/docker/inference/x64/default/cpu/Dockerfile Context: tools/ci_build/github/linux/docker/inference/x64/default/cpu DockerBuildArgs: "--build-arg BUILD_UID=$( id -u ) --build-arg BASEIMAGE=nvidia/cuda:11.6.2-cudnn8-devel-centos7" Repository: onnxruntimecuda11centosbuild - script: $(Build.SourcesDirectory)/tools/ci_build/github/linux/build_cuda_c_api_package.sh workingDirectory: $(Build.SourcesDirectory) displayName: 'Build and Test' - template: templates/java-api-artifacts-package-and-publish-steps-posix.yml parameters: arch: 'linux-x64' buildConfig: 'Release' artifactName: 'onnxruntime-java-linux-x64-cuda' version: '$(OnnxRuntimeVersion)' libraryName: 'libonnxruntime.so' nativeLibraryName: 'libonnxruntime4j_jni.so' - template: templates/c-api-artifacts-package-and-publish-steps-posix.yml parameters: buildConfig: 'Release' artifactName: 'onnxruntime-linux-x64-cuda-$(OnnxRuntimeVersion)' artifactNameNoVersionString: 'onnxruntime-linux-x64-cuda' libraryName: 'libonnxruntime.so.$(OnnxRuntimeVersion)' - template: templates/component-governance-component-detection-steps.yml parameters: condition: 'succeeded' - template: templates/clean-agent-build-directory-step.yml - template: templates/linux-gpu-tensorrt-packaging-pipeline.yml parameters: artifactName: 'onnxruntime-linux-x64-tensorrt-$(OnnxRuntimeVersion)' artifactNameNoVersionString: 'onnxruntime-linux-x64-tensorrt' buildJava: true buildJavaOption: '--build_java' - template: templates/win-ci.yml parameters: ort_build_pool_name: 'onnxruntime-gpu-tensorrt8-winbuild-t4' DoCompliance: ${{ parameters.DoCompliance }} DoEsrp: ${{ parameters.DoEsrp }} stage_name_suffix: gpu EnvSetupScript: setup_env_gpu.bat buildArch: x64 msbuildPlatform: x64 packageName: x64-cuda buildparameter: --use_cuda --cuda_version=11.6 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6" --enable_onnx_tests --enable_wcos --build_java --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80" runTests: ${{ parameters.RunOnnxRuntimeTests }} buildJava: true java_artifact_id: onnxruntime_gpu - template: templates/win-ci.yml parameters: ort_build_pool_name: 'onnxruntime-gpu-tensorrt8-winbuild-t4' DoCompliance: ${{ parameters.DoCompliance }} DoEsrp: ${{ parameters.DoEsrp }} stage_name_suffix: tensorrt EnvSetupScript: setup_env_gpu.bat buildArch: x64 msbuildPlatform: x64 packageName: x64-tensorrt buildparameter: --use_tensorrt --tensorrt_home="C:\local\TensorRT-8.5.1.7.Windows10.x86_64.cuda-11.8.cudnn8.6" --cuda_version=11.6 --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6" --enable_onnx_tests --enable_wcos --build_java --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80" runTests: ${{ parameters.RunOnnxRuntimeTests }} buildJava: true java_artifact_id: onnxruntime_gpu UseIncreasedTimeoutForTests: ${{ parameters.UseIncreasedTimeoutForTests }} - stage: Jar_Packaging_GPU dependsOn: - Linux_C_API_Packaging_GPU_x64 - Linux_C_API_Packaging_GPU_TensorRT_x64 - Windows_Packaging_gpu - Windows_Packaging_tensorrt condition: succeeded() jobs: - job: workspace: clean: all pool: 'Win-CPU-2021' steps: - checkout: self submodules: false - template: templates/set-version-number-variables-step.yml - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - Win x64' inputs: buildType: 'current' artifactName: 'drop-onnxruntime-java-win-x64-tensorrt' targetPath: '$(Build.BinariesDirectory)\java-artifact\onnxruntime-java-win-x64' - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - Linux x64' inputs: buildType: 'current' artifactName: 'drop-onnxruntime-java-linux-x64-cuda' targetPath: '$(Build.BinariesDirectory)\java-artifact\onnxruntime-java-linux-x64' - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - Linux x64' inputs: buildType: 'current' artifactName: 'drop-onnxruntime-java-linux-x64-tensorrt' targetPath: '$(Build.BinariesDirectory)\java-artifact\onnxruntime-java-linux-x64-tensorrt' - task: PowerShell@2 displayName: 'PowerShell Script' inputs: targetType: filePath filePath: $(Build.SourcesDirectory)\tools\ci_build\github\windows\jar_gpu_packaging.ps1 failOnStderr: true showWarnings: true workingDirectory: '$(Build.BinariesDirectory)\java-artifact' - task: CopyFiles@2 displayName: 'Copy Java Files to Artifact Staging Directory' inputs: SourceFolder: '$(Build.BinariesDirectory)\java-artifact\onnxruntime-java-win-x64' TargetFolder: '$(Build.ArtifactStagingDirectory)' - task: PublishPipelineArtifact@1 displayName: 'Publish Pipeline Artifact' inputs: targetPath: '$(Build.ArtifactStagingDirectory)' artifact: 'onnxruntime-java-gpu' - template: templates/component-governance-component-detection-steps.yml parameters : condition : 'succeeded' - task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3 displayName: 'Clean Agent Directories' condition: always() - stage: Final_Jar_Testing_Windows_GPU dependsOn: Jar_Packaging_GPU jobs: - job: workspace: clean: all pool: 'onnxruntime-gpu-winbuild-t4' timeoutInMinutes: 60 variables: - name: runCodesignValidationInjection value: false steps: - template: templates/set-version-number-variables-step.yml - task: BatchScript@1 displayName: 'setup env' inputs: filename: '$(Build.SourcesDirectory)\tools\ci_build\github\windows\setup_env_cuda_11.bat' modifyEnvironment: true workingFolder: '$(Build.BinariesDirectory)' - task: DownloadPipelineArtifact@2 displayName: 'Download Final Jar' inputs: buildType: 'current' artifactName: 'onnxruntime-java-gpu' targetPath: '$(Build.BinariesDirectory)\final-jar' - task: CmdLine@2 inputs: script: | mkdir test pushd test jar xf $(Build.BinariesDirectory)\final-jar\testing.jar popd powershell -Command "Invoke-WebRequest https://oss.sonatype.org/service/local/repositories/releases/content/org/junit/platform/junit-platform-console-standalone/1.6.2/junit-platform-console-standalone-1.6.2.jar -OutFile junit-platform-console-standalone-1.6.2.jar" powershell -Command "Invoke-WebRequest https://oss.sonatype.org/service/local/repositories/releases/content/com/google/protobuf/protobuf-java/3.21.7/protobuf-java-3.21.7.jar -OutFile protobuf-java-3.21.7.jar" java -DUSE_CUDA=1 -jar junit-platform-console-standalone-1.6.2.jar -cp .;.\test;protobuf-java-3.21.7.jar;onnxruntime_gpu-$(OnnxRuntimeVersion).jar --scan-class-path --fail-if-no-tests --disable-banner workingDirectory: '$(Build.BinariesDirectory)\final-jar' - template: templates/component-governance-component-detection-steps.yml parameters: condition: 'succeeded' - task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3 displayName: 'Clean Agent Directories' condition: always() - stage: Final_Jar_Testing_Linux_GPU dependsOn: Jar_Packaging_GPU jobs: - job: workspace: clean: all pool: 'Onnxruntime-Linux-GPU' variables: - name: runCodesignValidationInjection value: false timeoutInMinutes: 60 steps: - checkout: self submodules: false - template: templates/set-version-number-variables-step.yml - task: DownloadPipelineArtifact@2 displayName: 'Download Final Jar' inputs: buildType: 'current' artifactName: 'onnxruntime-java-gpu' targetPath: '$(Build.BinariesDirectory)/final-jar' - task: Bash@3 displayName: 'Test' inputs: targetType: filePath filePath: 'tools/ci_build/github/linux/java_linux_final_test.sh' arguments: '-r $(Build.BinariesDirectory) -v $(OnnxRuntimeVersion)' - template: templates/component-governance-component-detection-steps.yml parameters: condition: 'succeeded' - task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3 displayName: 'Clean Agent Directories' condition: always() - stage: Linux_Packaging_combined_GPU dependsOn: - Linux_C_API_Packaging_GPU_x64 - Linux_C_API_Packaging_GPU_TensorRT_x64 condition: succeeded() jobs: - job: workspace: clean: all pool: 'Onnxruntime-Linux-GPU' steps: - checkout: self # due to checkout multiple repos, the root directory is $(Build.SourcesDirectory)/onnxruntime submodules: false - checkout: onnxruntime-inference-examples # due to checkout multiple repos, the root directory is $(Build.SourcesDirectory)/onnxruntime-inference-examples submodules: false - checkout: manylinux # due to checkout multiple repos, the root directory is $(Build.SourcesDirectory)/manylinux submodules: false - script: | set -e -x cd $(Build.SourcesDirectory) mv manylinux onnxruntime ls - template: templates/with-container-registry-steps.yml parameters: Steps: - script: | tools/ci_build/get_docker_image.py \ --dockerfile tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_5 \ --context tools/ci_build/github/linux/docker \ --docker-build-args "--network=host --build-arg POLICY=manylinux2014 --build-arg PLATFORM=x86_64 --build-arg DEVTOOLSET_ROOTPATH=/opt/rh/devtoolset-11/root --build-arg PREPEND_PATH=/opt/rh/devtoolset-11/root/usr/bin: --build-arg LD_LIBRARY_PATH_ARG=/opt/rh/devtoolset-11/root/usr/lib64:/opt/rh/devtoolset-11/root/usr/lib:/opt/rh/devtoolset-11/root/usr/lib64/dyninst:/opt/rh/devtoolset-11/root/usr/lib/dyninst:/usr/local/lib64 --build-arg BUILD_UID=$( id -u )" \ --container-registry onnxruntimebuildcache \ --multiple_repos \ --repository onnxruntimecuda116xtrt85build displayName: "Get onnxruntimecuda116xtrt85build image for tools/ci_build/github/linux/docker/Dockerfile.manylinux2014_cuda11_6_tensorrt8_5" workingDirectory: $(Build.SourcesDirectory)/onnxruntime ContainerRegistry: onnxruntimebuildcache - template: templates/set-version-number-variables-step.yml parameters: versionFileDirectory: '$(Build.SourcesDirectory)/onnxruntime' workingDirectory: '$(Build.SourcesDirectory)/onnxruntime' - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - Combined GPU' inputs: artifactName: 'onnxruntime-linux-x64-cuda' targetPath: '$(Build.BinariesDirectory)/tgz-artifacts' - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - Combined GPU' inputs: artifactName: 'onnxruntime-linux-x64-tensorrt' targetPath: '$(Build.BinariesDirectory)/tgz-artifacts' - task: ShellScript@2 displayName: 'Shell Script' inputs: scriptPath: 'onnxruntime/tools/ci_build/github/linux/extract_and_bundle_gpu_package.sh' args: '-a $(Build.BinariesDirectory)/tgz-artifacts' workingDirectory: '$(Build.BinariesDirectory)/tgz-artifacts' - task: ArchiveFiles@2 inputs: rootFolderOrFile: '$(Build.BinariesDirectory)/tgz-artifacts/onnxruntime-linux-x64-gpu' includeRootFolder: false archiveType: 'tar' # Options: zip, 7z, tar, wim tarCompression: 'gz' archiveFile: '$(Build.ArtifactStagingDirectory)/onnxruntime-linux-x64-gpu-$(OnnxRuntimeVersion).tgz' replaceExistingArchive: true - template: templates/validate-package.yml parameters: PackageType: 'tarball' PackagePath: '$(Build.ArtifactStagingDirectory)' PackageName: 'onnxruntime-linux-x64-gpu-$(OnnxRuntimeVersion).tgz' ScriptPath: '$(Build.SourcesDirectory)/onnxruntime/tools/nuget/validate_package.py' PlatformsSupported: 'linux-x64' VerifyNugetSigning: false workingDirectory: '$(Build.ArtifactStagingDirectory)' - task: CmdLine@2 displayName: 'Test C API application for GPU package' inputs: script: | docker run --gpus all -e CC=/opt/rh/devtoolset-11/root/usr/bin/cc -e CXX=/opt/rh/devtoolset-11/root/usr/bin/c++ -e CFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e CXXFLAGS="-Wp,-D_FORTIFY_SOURCE=2 -Wp,-D_GLIBCXX_ASSERTIONS -fstack-protector-strong -fstack-clash-protection -fcf-protection -O3 -Wl,--strip-all" -e NVIDIA_VISIBLE_DEVICES=all --rm --volume $(Build.SourcesDirectory):/src_dir \ --volume $(Build.ArtifactStagingDirectory):/artifact_src -e NIGHTLY_BUILD onnxruntimecuda116xtrt85build \ /src_dir/onnxruntime-inference-examples/c_cxx/squeezenet/run_capi_application.sh -o /src_dir/onnxruntime -p /artifact_src/onnxruntime-linux-x64-gpu-$(OnnxRuntimeVersion).tgz -w /src_dir/onnxruntime-inference-examples/c_cxx/squeezenet workingDirectory: '$(Build.ArtifactStagingDirectory)' - task: PublishPipelineArtifact@1 inputs: targetPath: '$(Build.ArtifactStagingDirectory)/onnxruntime-linux-x64-gpu-$(OnnxRuntimeVersion).tgz' artifactName: 'onnxruntime-linux-x64-gpu' - stage: Windows_Packaging_combined_GPU dependsOn: - Windows_Packaging_gpu - Windows_Packaging_tensorrt condition: succeeded() jobs: - job: workspace: clean: all pool: 'onnxruntime-gpu-tensorrt8-winbuild-t4' steps: - checkout: self # due to checkout multiple repos, the root directory is $(Build.SourcesDirectory)/onnxruntime - checkout: onnxruntime-inference-examples # due to checkout multiple repos, the root directory is $(Build.SourcesDirectory)/onnxruntime-inference-examples submodules: false - script: dir $(Build.SourcesDirectory) - task: BatchScript@1 displayName: 'setup env' inputs: filename: '$(Build.SourcesDirectory)\onnxruntime\tools\ci_build\github\windows\setup_env_gpu.bat' modifyEnvironment: true workingFolder: '$(Build.BinariesDirectory)' - template: templates/set-version-number-variables-step.yml parameters: versionFileDirectory: '$(Build.SourcesDirectory)\onnxruntime' workingDirectory: '$(Build.SourcesDirectory)\onnxruntime' - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - Combined GPU' inputs: artifactName: 'onnxruntime-win-x64-cuda' targetPath: '$(Build.BinariesDirectory)/zip-artifacts' - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - Combined GPU' inputs: artifactName: 'onnxruntime-win-x64-tensorrt' targetPath: '$(Build.BinariesDirectory)/zip-artifacts' - task: PowerShell@2 displayName: 'PowerShell Script' inputs: targetType: filePath filePath: $(Build.SourcesDirectory)\onnxruntime\tools\ci_build\github\windows\extract_zip_files_gpu.ps1 - script: | dir workingDirectory: '$(Build.BinariesDirectory)/zip-artifacts' displayName: 'List artifacts' - task: BatchScript@1 displayName: 'Bundle CUDA/TRT EP binaries' inputs: filename: $(Build.SourcesDirectory)\onnxruntime\tools\ci_build\github\windows\bundle_dlls_gpu.bat workingFolder: $(Build.BinariesDirectory)\zip-artifacts - task: CopyFiles@2 displayName: 'Copy zip file to: $(Build.ArtifactStagingDirectory)' inputs: SourceFolder: '$(Build.BinariesDirectory)\zip-artifacts' Contents: 'onnxruntime-win-x64-gpu-*.zip' TargetFolder: '$(Build.ArtifactStagingDirectory)' - template: templates/validate-package.yml parameters: PackageType: 'zip' PackagePath: '$(Build.ArtifactStagingDirectory)' PackageName: 'onnxruntime-win-x64-gpu-$(OnnxRuntimeVersion).zip' ScriptPath: '$(Build.SourcesDirectory)\onnxruntime\tools\nuget\validate_package.py' PlatformsSupported: 'win-x64' VerifyNugetSigning: false workingDirectory: '$(Build.ArtifactStagingDirectory)' - task: BatchScript@1 displayName: 'Test C API application for GPU package' inputs: filename: $(Build.SourcesDirectory)\onnxruntime-inference-examples\c_cxx\squeezenet\run_capi_application.bat arguments: $(Build.SourcesDirectory)\onnxruntime $(Build.ArtifactStagingDirectory)\onnxruntime-win-x64-gpu-$(OnnxRuntimeVersion).zip $(Build.SourcesDirectory)\onnxruntime-inference-examples\c_cxx\squeezenet workingFolder: '$(Build.ArtifactStagingDirectory)' - task: PublishPipelineArtifact@0 displayName: 'Publish Pipeline Combined GPU Package Artifact' inputs: artifactName: 'onnxruntime-win-x64-gpu' targetPath: '$(Build.ArtifactStagingDirectory)' - stage: NuGet_Packaging_GPU dependsOn: - Windows_Packaging_gpu - Windows_Packaging_tensorrt - Linux_C_API_Packaging_GPU_x64 - Linux_C_API_Packaging_GPU_TensorRT_x64 condition: succeeded() jobs: - job: workspace: clean: all # we need to use the 2022 pool to create the nuget package with both pre-net6+Xamarin and net6 targets. # VS2019 has no support for net6 and we need to use msbuild (from the VS install) to do the packing pool: 'Azure-Pipelines-EO-Windows2022-aiinfra' variables: breakCodesignValidationInjection: ${{ parameters.DoEsrp }} steps: - checkout: self submodules: true - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - NuGet' inputs: artifactName: 'onnxruntime-win-x64-cuda' targetPath: '$(Build.BinariesDirectory)/nuget-artifact' - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - NuGet' inputs: artifactName: 'onnxruntime-win-x64-tensorrt' targetPath: '$(Build.BinariesDirectory)/nuget-artifact' - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - NuGet' inputs: artifactName: 'onnxruntime-linux-x64-cuda' targetPath: '$(Build.BinariesDirectory)/nuget-artifact' - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - NuGet' inputs: artifactName: 'onnxruntime-linux-x64-tensorrt' targetPath: '$(Build.BinariesDirectory)/nuget-artifact' - task: DownloadPipelineArtifact@2 displayName: 'Download Pipeline Artifact - NuGet' inputs: artifactName: 'drop-extra' targetPath: '$(Build.BinariesDirectory)/extra-artifact' # Reconstruct the build dir - task: PowerShell@2 displayName: 'PowerShell Script' inputs: targetType: filePath filePath: $(Build.SourcesDirectory)\tools\ci_build\github\windows\extract_nuget_files_gpu.ps1 - script: | dir workingDirectory: '$(Build.BinariesDirectory)/nuget-artifact' displayName: 'List artifacts' - script: | mklink /D /J models C:\local\models workingDirectory: '$(Build.BinariesDirectory)' displayName: 'Create models link' - task: NuGetToolInstaller@0 displayName: Use Nuget 6.2.1 inputs: versionSpec: 6.2.1 - task: PowerShell@2 displayName: Install .NET 6 workloads inputs: targetType: 'inline' script: | dotnet workload install android ios macos workingDirectory: '$(Build.SourcesDirectory)\csharp' - task: PowerShell@2 displayName: Build .NET 6 targets using dotnet inputs: targetType: 'inline' # we don't specify 'Any CPU' as the platform here because if we do it gets added to the output path # e.g. csharp\src\Microsoft.ML.OnnxRuntime\bin\Any CPU\RelWithDebInfo\net6.0-ios\ # which is inconsistent with the msbuild output path for the pre-.net6 targets # e.g. csharp\src\Microsoft.ML.OnnxRuntime\bin\RelWithDebInfo\monoandroid11.0 # and makes it harder to do the packing # # 'Any CPU' is the default (first 'mixed' platform specified in the csproj) so this should be fine. script: | dotnet build .\src\Microsoft.ML.OnnxRuntime\Microsoft.ML.OnnxRuntime.csproj -p:SelectedTargets=Net6 -p:Configuration=RelWithDebInfo -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId="Microsoft.ML.OnnxRuntime.Gpu" -p:IsReleaseBuild=${{ parameters.IsReleaseBuild }} workingDirectory: '$(Build.SourcesDirectory)\csharp' - task: MSBuild@1 displayName: 'Restore NuGet Packages and create project.assets.json for pre-.net6 targets' inputs: solution: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln' platform: 'Any CPU' configuration: RelWithDebInfo msbuildArguments: '-t:restore -p:SelectedTargets=PreNet6 -p:OrtPackageId="Microsoft.ML.OnnxRuntime.Gpu"' workingDirectory: '$(Build.SourcesDirectory)\csharp' - task: MSBuild@1 displayName: 'Build C# for pre-.net6 targets' inputs: solution: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln' configuration: RelWithDebInfo platform: 'Any CPU' msbuildArguments: '-p:SelectedTargets=PreNet6 -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId="Microsoft.ML.OnnxRuntime.Gpu" -p:IsReleaseBuild=${{ parameters.IsReleaseBuild }}' workingDirectory: '$(Build.SourcesDirectory)\csharp' - template: templates/win-esrp-dll.yml parameters: FolderPath: '$(Build.SourcesDirectory)\csharp\src\Microsoft.ML.OnnxRuntime\bin\RelWithDebInfo' DisplayName: 'ESRP - Sign C# dlls' DoEsrp: ${{ parameters.DoEsrp }} - task: MSBuild@1 displayName: Update projects.assets.json with combined list of all target frameworks inputs: solution: '$(Build.SourcesDirectory)\csharp\src\Microsoft.ML.OnnxRuntime\Microsoft.ML.OnnxRuntime.csproj' platform: 'Any CPU' configuration: RelWithDebInfo msbuildArguments: '-t:restore -p:SelectedTargets=All -p:OrtPackageId=Microsoft.ML.OnnxRuntime.Gpu' workingDirectory: '$(Build.SourcesDirectory)\csharp' - task: MSBuild@1 displayName: 'Build Nuget Packages' inputs: solution: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.proj' configuration: RelWithDebInfo platform: 'Any CPU' msbuildArguments: '-t:CreatePackage -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=Microsoft.ML.OnnxRuntime.Gpu -p:IsReleaseBuild=${{ parameters.IsReleaseBuild }}' workingDirectory: '$(Build.SourcesDirectory)\csharp' - task: BatchScript@1 displayName: 'Add TensorRT header file to the native nuGet package' inputs: filename: $(Build.SourcesDirectory)\tools\ci_build\github\windows\bundle_nuget_with_native_headers.bat workingFolder: $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo - task: CopyFiles@2 displayName: 'Copy nuget packages to: $(Build.ArtifactStagingDirectory)' inputs: SourceFolder: '$(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo' Contents: '*.snupkg' TargetFolder: '$(Build.ArtifactStagingDirectory)' - task: CopyFiles@2 displayName: 'Copy nuget packages to: $(Build.ArtifactStagingDirectory)' inputs: SourceFolder: '$(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo' Contents: '*.nupkg' TargetFolder: '$(Build.ArtifactStagingDirectory)' - task: CopyFiles@2 displayName: 'Copy nuget packages to: $(Build.ArtifactStagingDirectory)' inputs: SourceFolder: '$(Build.SourcesDirectory)\csharp\src\Microsoft.ML.OnnxRuntime\bin\RelWithDebInfo' Contents: '*.nupkg' TargetFolder: '$(Build.ArtifactStagingDirectory)' - template: templates/esrp_nuget.yml parameters: DisplayName: 'ESRP - sign NuGet package' FolderPath: '$(Build.ArtifactStagingDirectory)' DoEsrp: ${{ parameters.DoEsrp }} - template: templates/validate-package.yml parameters: PackageType: 'nuget' PackagePath: '$(Build.ArtifactStagingDirectory)' PackageName: 'Microsoft.ML.OnnxRuntime.*nupkg' PlatformsSupported: 'win-x64,linux-x64' VerifyNugetSigning: false - task: PublishPipelineArtifact@0 displayName: 'Publish Pipeline NuGet Artifact' inputs: artifactName: 'drop-signed-nuget-GPU' targetPath: '$(Build.ArtifactStagingDirectory)' - task: MSBuild@1 displayName: 'Clean C#' inputs: solution: '$(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln' platform: 'Any CPU' configuration: RelWithDebInfo msbuildArguments: '-t:Clean -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=Microsoft.ML.OnnxRuntime.Gpu' workingDirectory: '$(Build.SourcesDirectory)\csharp' - task: RoslynAnalyzers@2 displayName: 'Run Roslyn Analyzers' inputs: userProvideBuildInfo: msBuildInfo msBuildCommandline: '"C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Current\Bin\msbuild.exe" $(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.sln -p:configuration="RelWithDebInfo" -p:Platform="Any CPU" -p:OnnxRuntimeBuildDirectory="$(Build.BinariesDirectory)" -p:OrtPackageId=Microsoft.ML.OnnxRuntime.Gpu' condition: and(succeeded(), eq('${{ parameters.DoCompliance }}', true)) - template: templates/component-governance-component-detection-steps.yml parameters : condition : 'succeeded' - task: mspremier.PostBuildCleanup.PostBuildCleanup-task.PostBuildCleanup@3 displayName: 'Clean Agent Directories' condition: always() - template: nuget/templates/test_win.yml parameters: AgentPool : 'onnxruntime-gpu-tensorrt8-winbuild-t4' NugetPackageName : 'Microsoft.ML.OnnxRuntime.Gpu' ArtifactSuffix: 'GPU' Skipx86Tests: 'true' - template: nuget/templates/test_linux.yml parameters: AgentPool : Onnxruntime-Linux-GPU ArtifactSuffix: 'GPU' NugetPackageName : 'Microsoft.ML.OnnxRuntime.Gpu' - template: nuget/templates/dml-vs-2019.yml parameters: AgentPool : 'aiinfra-dml-winbuild' IsReleaseBuild: ${{ parameters.IsReleaseBuild }} ArtifactName: 'drop-nuget-dml' StageName: 'Windows_CI_GPU_DML_Dev' BuildCommand: --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --enable_onnx_tests --enable_wcos --use_telemetry --use_dml --use_winml --cmake_generator "Visual Studio 16 2019" BuildArch: 'x64' msbuildArchitecture: 'amd64' EnvSetupScript: 'setup_env_cuda_11.bat' sln_platform: 'x64' DoDebugBuild: 'false' DoNugetPack : 'true' DoCompliance: 'false' DoEsrp: ${{ parameters.DoEsrp }} CudaVersion: '11.6' OrtPackageId: 'Microsoft.ML.OnnxRuntime.DirectML' NuPackScript: | msbuild $(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.proj /p:Configuration=RelWithDebInfo /t:CreatePackage /p:OrtPackageId=Microsoft.ML.OnnxRuntime.DirectML /p:IsReleaseBuild=${{ parameters.IsReleaseBuild }} copy $(Build.SourcesDirectory)\csharp\src\Microsoft.ML.OnnxRuntime\bin\RelWithDebInfo\*.nupkg $(Build.ArtifactStagingDirectory) copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\*.nupkg $(Build.ArtifactStagingDirectory) mkdir $(Build.ArtifactStagingDirectory)\testdata copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\custom_op_library.* $(Build.ArtifactStagingDirectory)\testdata - template: nuget/templates/dml-vs-2019.yml parameters: AgentPool : 'aiinfra-dml-winbuild' IsReleaseBuild: ${{ parameters.IsReleaseBuild }} ArtifactName: 'drop-win-dml-x86-zip' StageName: 'Windows_CI_GPU_DML_Dev_x86' BuildCommand: --build_dir $(Build.BinariesDirectory) --skip_submodule_sync --build_shared_lib --enable_onnx_tests --enable_wcos --use_telemetry --use_dml --use_winml --cmake_generator "Visual Studio 16 2019" BuildArch: 'x86' EnvSetupScript: 'setup_env_x86.bat' sln_platform: 'Win32' DoDebugBuild: 'false' DoNugetPack : 'true' DoCompliance: ${{ parameters.DoCompliance }} DoEsrp: ${{ parameters.DoEsrp }} RunTests: 'false' NuPackScript: | msbuild $(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.proj /p:Configuration=RelWithDebInfo /p:TargetArchitecture=x86 /t:CreatePackage /p:OrtPackageId=Microsoft.ML.OnnxRuntime.DirectML /p:IsReleaseBuild=${{ parameters.IsReleaseBuild }} cd $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\ ren Microsoft.ML.OnnxRuntime.DirectML.* win-dml-x86.zip copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\win-dml-x86.zip $(Build.ArtifactStagingDirectory) mkdir $(Build.ArtifactStagingDirectory)\testdata copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\custom_op_library.* $(Build.ArtifactStagingDirectory)\testdata - template: nuget/templates/dml-vs-2019.yml parameters: AgentPool : 'Win-CPU-2021' IsReleaseBuild: ${{ parameters.IsReleaseBuild }} ArtifactName: 'drop-win-dml-arm64-zip' StageName: 'Windows_CI_GPU_DML_Dev_arm64' BuildCommand: --build_dir $(Build.BinariesDirectory) --arm64 --skip_submodule_sync --build_shared_lib --enable_onnx_tests --enable_wcos --use_telemetry --use_dml --use_winml --cmake_generator "Visual Studio 16 2019" BuildArch: 'x64' EnvSetupScript: 'setup_env.bat' sln_platform: 'arm64' DoDebugBuild: 'false' DoNugetPack : 'true' DoCompliance: ${{ parameters.DoCompliance }} DoEsrp: ${{ parameters.DoEsrp }} RunTests: 'false' NuPackScript: | msbuild $(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.proj /p:Configuration=RelWithDebInfo /p:TargetArchitecture=arm64 /t:CreatePackage /p:OrtPackageId=Microsoft.ML.OnnxRuntime.DirectML /p:IsReleaseBuild=${{ parameters.IsReleaseBuild }} cd $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\ ren Microsoft.ML.OnnxRuntime.DirectML.* win-dml-arm64.zip copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\win-dml-arm64.zip $(Build.ArtifactStagingDirectory) mkdir $(Build.ArtifactStagingDirectory)\testdata copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\custom_op_library.* $(Build.ArtifactStagingDirectory)\testdata - template: nuget/templates/dml-vs-2019.yml parameters: AgentPool : 'Win-CPU-2021' IsReleaseBuild: ${{ parameters.IsReleaseBuild }} ArtifactName: 'drop-win-dml-arm-zip' StageName: 'Windows_CI_GPU_DML_Dev_arm' BuildCommand: --build_dir $(Build.BinariesDirectory) --arm --skip_submodule_sync --build_shared_lib --enable_onnx_tests --enable_wcos --use_telemetry --use_dml --use_winml --cmake_generator "Visual Studio 16 2019" BuildArch: 'x64' EnvSetupScript: 'setup_env.bat' sln_platform: 'arm' DoDebugBuild: 'false' DoNugetPack : 'true' DoCompliance: ${{ parameters.DoCompliance }} DoEsrp: ${{ parameters.DoEsrp }} RunTests: 'false' NuPackScript: | msbuild $(Build.SourcesDirectory)\csharp\OnnxRuntime.CSharp.proj /p:Configuration=RelWithDebInfo /p:TargetArchitecture=arm /t:CreatePackage /p:OrtPackageId=Microsoft.ML.OnnxRuntime.DirectML /p:IsReleaseBuild=${{ parameters.IsReleaseBuild }} cd $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\ ren Microsoft.ML.OnnxRuntime.DirectML.* win-dml-arm.zip copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\win-dml-arm.zip $(Build.ArtifactStagingDirectory) mkdir $(Build.ArtifactStagingDirectory)\testdata copy $(Build.BinariesDirectory)\RelWithDebInfo\RelWithDebInfo\custom_op_library.* $(Build.ArtifactStagingDirectory)\testdata - stage: NuGet_Packaging_DML dependsOn: - Windows_CI_GPU_DML_Dev - Windows_CI_GPU_DML_Dev_x86 - Windows_CI_GPU_DML_Dev_arm64 - Windows_CI_GPU_DML_Dev_arm condition: succeeded() jobs: - job: workspace: clean: all pool: 'onnxruntime-gpu-winbuild-t4' steps: - task: DownloadPipelineArtifact@0 displayName: 'Download Pipeline Artifact - NuGet DirectML' inputs: artifactName: 'drop-nuget-dml' targetPath: '$(Build.BinariesDirectory)/nuget-artifact-dml' - task: DownloadPipelineArtifact@0 displayName: 'Download Pipeline Artifact - NuGet DirectML x86' inputs: artifactName: 'drop-win-dml-x86-zip' targetPath: '$(Build.BinariesDirectory)/nuget-artifact-dml' - task: DownloadPipelineArtifact@0 displayName: 'Download Pipeline Artifact - NuGet DirectML arm64' inputs: artifactName: 'drop-win-dml-arm64-zip' targetPath: '$(Build.BinariesDirectory)/nuget-artifact-dml' - task: DownloadPipelineArtifact@0 displayName: 'Download Pipeline Artifact - NuGet DirectML arm' inputs: artifactName: 'drop-win-dml-arm-zip' targetPath: '$(Build.BinariesDirectory)/nuget-artifact-dml' - script: | pushd $(Build.BinariesDirectory)\nuget-artifact-dml dir powershell -Command "Invoke-WebRequest http://stahlworks.com/dev/unzip.exe -OutFile unzip.exe" powershell -Command "Invoke-WebRequest http://stahlworks.com/dev/zip.exe -OutFile zip.exe" set PATH=%CD%;%PATH% SETLOCAL EnableDelayedExpansion FOR /R %%i IN (*.nupkg) do ( set filename=%%~ni IF NOT "!filename:~25,7!"=="Managed" ( rename %%~ni.nupkg %%~ni.zip unzip %%~ni.zip -d %%~ni del /Q %%~ni.zip unzip win-dml-x86.zip -d win-x86 mkdir %%~ni\runtimes\win-x86 mkdir %%~ni\runtimes\win-x86\native move win-x86\runtimes\win-x86\native\onnxruntime.dll %%~ni\runtimes\win-x86\native\onnxruntime.dll move win-x86\runtimes\win-x86\native\onnxruntime.lib %%~ni\runtimes\win-x86\native\onnxruntime.lib move win-x86\runtimes\win-x86\native\onnxruntime.pdb %%~ni\runtimes\win-x86\native\onnxruntime.pdb unzip win-dml-arm64.zip -d win-arm64 mkdir %%~ni\runtimes\win-arm64 mkdir %%~ni\runtimes\win-arm64\native move win-arm64\runtimes\win-arm64\native\onnxruntime.dll %%~ni\runtimes\win-arm64\native\onnxruntime.dll move win-arm64\runtimes\win-arm64\native\onnxruntime.lib %%~ni\runtimes\win-arm64\native\onnxruntime.lib move win-arm64\runtimes\win-arm64\native\onnxruntime.pdb %%~ni\runtimes\win-arm64\native\onnxruntime.pdb unzip win-dml-arm.zip -d win-arm mkdir %%~ni\runtimes\win-arm mkdir %%~ni\runtimes\win-arm\native move win-arm\runtimes\win-arm\native\onnxruntime.dll %%~ni\runtimes\win-arm\native\onnxruntime.dll move win-arm\runtimes\win-arm\native\onnxruntime.lib %%~ni\runtimes\win-arm\native\onnxruntime.lib move win-arm\runtimes\win-arm\native\onnxruntime.pdb %%~ni\runtimes\win-arm\native\onnxruntime.pdb pushd %%~ni zip -r ..\%%~ni.zip . popd move %%~ni.zip %%~ni.nupkg ) ) popd copy $(Build.BinariesDirectory)\nuget-artifact-dml\Microsoft.ML.OnnxRuntime.DirectML*nupkg $(Build.ArtifactStagingDirectory) displayName: 'Bundle DML NuGet and other binaries' - template: templates/esrp_nuget.yml parameters: DisplayName: 'ESRP - sign NuGet package' FolderPath: '$(Build.ArtifactStagingDirectory)' DoEsrp: ${{ parameters.DoEsrp }} - template: templates/validate-package.yml parameters: PackageType: 'nuget' PackagePath: '$(Build.ArtifactStagingDirectory)' PackageName: 'Microsoft.ML.OnnxRuntime.DirectML*nupkg' PlatformsSupported: 'win-x64,win-x86,win-arm64,win-arm' VerifyNugetSigning: ${{ parameters.DoEsrp }} - task: PublishPipelineArtifact@0 displayName: 'Publish Pipeline NuGet Artifact' inputs: artifactName: 'drop-signed-nuget-dml' targetPath: '$(Build.ArtifactStagingDirectory)' - template: templates/publish-nuget.yml