azure-pipelines.yml

################################################################################
# TorchSharp's PR validation build
################################################################################

name: $(TeamProject)_$(Build.DefinitionName)_$(SourceBranchName)_$(Date:yyyyMMdd)$(Rev:.r)

parameters:
  # Set this to 'true' to build the libtorch-* packages as part of main branch CI and
  # push them to the artifacts feed of the Azure CI project
  - name: BuildLibTorchPackages
    type: boolean
    default: false
  - name: PushPackagesToFeed
    type: boolean
    default: false
  # Set which source branch to build libtorch-* packages.
  # The build-libtorch jobs are only run if the source branch is the same as this value.
  # The default is 'main' branch.
  - name: SourceBranchName
    type: string
    default: 'main'

variables:
  MyRunNumber:  $[counter('MyRunNumber', 52201)]
  LinuxPrepScript: |
    ldd --version && (/sbin/ldconfig -p | grep stdc++) && (strings /usr/lib/x86_64-linux-gnu/libstdc++.so.6 | grep LIBCXX)
    sudo apt-key adv --keyserver keyserver.ubuntu.com --recv-keys DE19EB17684BA42D
    sudo apt-get -y update
    sudo apt-get -y install cmake clang git libunwind8 curl libomp-dev libomp5 wget
    wget https://packages.microsoft.com/config/ubuntu/20.04/packages-microsoft-prod.deb -O packages-microsoft-prod.deb
    sudo dpkg --purge packages-microsoft-prod && sudo dpkg -i packages-microsoft-prod.deb
    sudo apt-get update; sudo apt-get install -y apt-transport-https && sudo apt-get update
    ldd --version && (/sbin/ldconfig -p | grep stdc++) && (strings /usr/lib/x86_64-linux-gnu/libstdc++.so.6 | grep LIBCXX)

resources:
  containers:
#   - container: CentosContainer
#     image: mcr.microsoft.com/dotnet-buildtools/prereqs:centos-7-mlnet-8bba86b-20190314145033
# dotnet-buildtools/prereqs containers can be browsed at
#   https://github.com/dotnet/versions/blob/main/build-info/docker/image-info.dotnet-dotnet-buildtools-prereqs-docker-main.json

   - container: UbuntuContainer
     image: mcr.microsoft.com/dotnet-buildtools/prereqs:ubuntu-20.04-20240708213715-dcf0bb9

jobs:
- template: /build/ci/job-template.yml
  parameters:
    name: Ubuntu_x64
    # This reports the GLIB_ and GLIBCXX_ dependencies on the system which ends up getting baked into
    # the generated libTorchSharp.so (and partly determines which Linux systems that binary will
    # be usable on), then installs clang-7.0 (LibTorch likes this for building C++ 14), then installs .NET 6.0
    prepScript: ${{ variables.LinuxPrepScript }}
    buildScript: dotnet build /p:SkipCuda=true -c
    testScript: dotnet test /p:SkipCuda=true --blame test/TorchSharpTest/TorchSharpTest.csproj -c
    pool:
      vmImage: 'ubuntu-latest'
    container: UbuntuContainer

- template: /build/ci/job-template.yml
  parameters:
    prepScript: echo "no prep needed"
    name: Windows_x64_NetCore
    buildScript: dotnet build /p:SkipCuda=true /p:SkipNetFxBuild=true -c
    testScript: dotnet test /p:SkipCuda=true /p:SkipNetFxBuild=true --blame test\TorchSharpTest\TorchSharpTest.csproj -c
    pool:
      vmImage: 'windows-latest'

- template: /build/ci/job-template.yml
  parameters:
    prepScript: echo "no prep needed"
    name: Windows_x64_NetFX
    buildScript: dotnet build /p:SkipCuda=true /p:SkipNetCoreBuild=true -c
    testScript: dotnet test /p:SkipCuda=true /p:SkipNetCoreBuild=true --blame test\TorchSharpTest\TorchSharpTest.csproj -c
    pool:
      vmImage: 'windows-latest'

- template: /build/ci/job-template.yml
  parameters:
    prepScript: echo "no prep needed"
    name: MacOS_arm64
    buildScript: dotnet build /p:SkipCuda=true /p:TargetArchitecture=arm64 -c
    testScript: echo "Azure Pipelines does not support arm64 yet, can't run tests"
    pool:
      vmImage: 'macos-latest'

################################################################################
# {Build} --> combine --> package to build native bits on multiple OS's
################################################################################


################################################################################
- job: Linux_Native_Build_For_Packages
################################################################################
  condition: and(ne(variables['system.pullrequest.isfork'], true), eq(variables['build.sourcebranchname'], '${{ parameters.SourceBranchName }}'))
  variables:
    BuildConfig: Release
    OfficialBuildId: $(BUILD.BUILDNUMBER)
    DOTNET_CLI_TELEMETRY_OPTOUT: 1
    DOTNET_SKIP_FIRST_TIME_EXPERIENCE: 1
    DOTNET_MULTILEVEL_LOOKUP: 0
  pool:
    vmImage: 'ubuntu-latest'
  container: UbuntuContainer
  # Exact copy of the dependency install above - TODO share this somewhere
  steps:
  - task: UseDotNet@2
    displayName: 'Use .NET Core sdk'
    inputs:
      packageType: sdk
      version: 6.0.402
      installationPath: $(Agent.ToolsDirectory)/dotnet

  - script: ${{ variables.LinuxPrepScript }}
    displayName: Install dependencies

  - script: dotnet build -c $(BuildConfig) src/Redist/libtorch-cpu/libtorch-cpu.proj /p:UpdateSHA=true /p:SkipTests=true /p:TargetOS=linux /t:Build /p:IncludeLibTorchCpuPackages=true
    condition: eq('${{ parameters.BuildLibTorchPackages }}', true)
    displayName: Download libtorch native binaries

  - script: dotnet build -c $(BuildConfig) src/Redist/libtorch-cuda-12.1/libtorch-cuda-12.1.proj /p:UpdateSHA=true /p:SkipTests=true /p:TargetOS=linux /t:Build /p:IncludeLibTorchCudaPackages=true
    condition: eq('${{ parameters.BuildLibTorchPackages }}', true)
    displayName: Download libtorch native CUDA binaries

  - script: dotnet build -c $(BuildConfig) src/TorchSharp/TorchSharp.csproj /p:SkipCuda=true /p:SkipTests=true
    displayName: Build linux

  - script: dotnet build -c $(BuildConfig) src/TorchVision/TorchVision.csproj /p:SkipCuda=true /p:SkipTests=true
    displayName: Build TorchVision

  - script: dotnet build -c $(BuildConfig) src/TorchAudio/TorchAudio.csproj /p:SkipCuda=true /p:SkipTests=true
    displayName: Build TorchAudio

  - publish: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)
    artifact: LinuxAssets

################################################################################
- job: Windows_Native_Build_For_Packages
################################################################################
  condition: and(ne(variables['system.pullrequest.isfork'], true), eq(variables['build.sourcebranchname'], '${{ parameters.SourceBranchName }}'))
  variables:
    BuildConfig: Release
    OfficialBuildId: $(BUILD.BUILDNUMBER)
    DOTNET_CLI_TELEMETRY_OPTOUT: 1
    DOTNET_SKIP_FIRST_TIME_EXPERIENCE: 1
    DOTNET_MULTILEVEL_LOOKUP: 0
  pool:
    vmImage: 'windows-latest'

  steps:
  - task: UseDotNet@2
    displayName: 'Use .NET Core sdk'
    inputs:
      packageType: sdk
      version: 6.0.402
      installationPath: $(Agent.ToolsDirectory)/dotnet

  - script: dotnet build -c $(BuildConfig) src/Redist/libtorch-cpu/libtorch-cpu.proj /p:UpdateSHA=true /p:SkipTests=true /p:TargetOS=windows /t:Build /p:IncludeLibTorchCpuPackages=true
    displayName: Download libtorch native binaries

  - script: dotnet build -c $(BuildConfig) src/Redist/libtorch-cuda-12.1/libtorch-cuda-12.1.proj /p:UpdateSHA=true /p:SkipTests=true /p:TargetOS=windows /t:Build /p:IncludeLibTorchCudaPackages=true
    condition: eq('${{ parameters.BuildLibTorchPackages }}', true)
    displayName: Download libtorch native CUDA binaries

  - script: dotnet build -c $(BuildConfig) src/TorchSharp/TorchSharp.csproj /p:SkipCuda=true /p:SkipTests=true
    condition: eq('${{ parameters.BuildLibTorchPackages }}', true)
    displayName: Build Windows

  - script: dotnet build -c $(BuildConfig) src/TorchVision/TorchVision.csproj /p:SkipCuda=true /p:SkipTests=true
    displayName: Build TorchVision

  - script: dotnet build -c $(BuildConfig) src/TorchAudio/TorchAudio.csproj /p:SkipCuda=true /p:SkipTests=true
    displayName: Build TorchAudio

  - publish: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)
    artifact: WindowsAssets

  # ################################################################################
- job: MacOS_arm64_Native_Build_For_Packages
  # ################################################################################
  condition: and(ne(variables['system.pullrequest.isfork'], true), eq(variables['build.sourcebranchname'], '${{ parameters.SourceBranchName }}'))
  variables:
    BuildConfig: Release
    OfficialBuildId: $(BUILD.BUILDNUMBER)
    DOTNET_CLI_TELEMETRY_OPTOUT: 1
    DOTNET_SKIP_FIRST_TIME_EXPERIENCE: 1
    DOTNET_MULTILEVEL_LOOKUP: 0
  pool:
    vmImage: 'macos-latest'
  steps:
    - script: dotnet build -c $(BuildConfig) src/Redist/libtorch-cpu/libtorch-cpu.proj /p:UpdateSHA=true /p:TargetOS=mac /p:TargetArchitecture=arm64 /t:Build /p:IncludeLibTorchCpuPackages=true
      displayName: Download libtorch native binaries

    - script: dotnet build -c $(BuildConfig) src/TorchSharp/TorchSharp.csproj /p:SkipCuda=true /p:SkipTests=true /p:TargetArchitecture=arm64
      displayName: Build mac-arm64

    - script: dotnet build -c $(BuildConfig) src/TorchVision/TorchVision.csproj /p:SkipCuda=true /p:SkipTests=true /p:TargetArchitecture=arm64
      displayName: Build TorchVision

    - script: dotnet build -c $(BuildConfig) src/TorchAudio/TorchAudio.csproj /p:SkipCuda=true /p:SkipTests=true /p:TargetArchitecture=arm64
      displayName: Build TorchAudio

    - publish: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)
      artifact: MacAssets_arm64


################################################################################
- job: Build_TorchSharp_And_libtorch_cpu_Packages
################################################################################
  condition: and(ne(variables['system.pullrequest.isfork'], true), eq(variables['build.sourcebranchname'], '${{ parameters.SourceBranchName }}'))
  dependsOn:
  - Linux_Native_Build_For_Packages
  - Windows_Native_Build_For_Packages
  - MacOS_arm64_Native_Build_For_Packages
  variables:
    BuildConfig: Release
    OfficialBuildId: $(BUILD.BUILDNUMBER)
    DOTNET_CLI_TELEMETRY_OPTOUT: 1
    DOTNET_SKIP_FIRST_TIME_EXPERIENCE: 1
    DOTNET_MULTILEVEL_LOOKUP: 0
  pool:
    vmImage: 'windows-latest'
  steps:

  # We are 10GB space-constrained on the Azure Pipelines CI system so clean up what we can
  # yup we even nuke the .git
  - script: rmdir /q /s .git
    displayName: Clean up space (.git)
    continueOnError: true

    # Download all bits contributing to the packages from the Linux build
  - download: current
    artifact: LinuxAssets

  - task: CopyFiles@2
    displayName: Copy linux native assets (TorchSharp) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/LinuxAssets/TorchSharp
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)/TorchSharp

  - task: CopyFiles@2
    displayName: Copy linux native assets (TorchAudio) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/LinuxAssets/TorchAudio
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)/TorchAudio

  - task: CopyFiles@2
    displayName: Copy linux native assets (TorchVision) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/LinuxAssets/TorchVision
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)/TorchVision

  - task: CopyFiles@2
    displayName: Copy linux native assets to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/LinuxAssets
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)

  - script: rmdir /s /q  $(Pipeline.Workspace)\LinuxAssets
    displayName: Free up space (LinuxAssets in workspace)

    # Download all bits contributing to the packages from the Mac build
  - download: current
    artifact: MacAssets_arm64

  - task: CopyFiles@2
    displayName: Copy mac-arm64 native assets (TorchSharp) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/MacAssets_arm64/TorchSharp
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)/TorchSharp

  - task: CopyFiles@2
    displayName: Copy mac-arm64 native assets (TorchAudio) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/MacAssets_arm64/TorchAudio
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)/TorchAudio

  - task: CopyFiles@2
    displayName: Copy mac-arm64 native assets (TorchVision) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/MacAssets_arm64/TorchVision
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)/TorchVision

  - task: CopyFiles@2
    displayName: Copy mac-arm64 native assets (libtorch-cpu) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/MacAssets_arm64
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)

  - script: rmdir /s /q  $(Pipeline.Workspace)\MacAssets_arm64
    displayName: Free up space (MacAssets_arm64 in workspace)

  - download: current
    artifact: WindowsAssets

  - task: CopyFiles@2
    displayName: Copy windows native assets (TorchSharp) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/WindowsAssets/TorchSharp
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)/TorchSharp

  - task: CopyFiles@2
    displayName: Copy windows native assets (TorchAudio) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/WindowsAssets/TorchAudio
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)/TorchAudio

  - task: CopyFiles@2
    displayName: Copy windows native assets (TorchVision) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/WindowsAssets/TorchVision
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)/TorchVision

  - task: CopyFiles@2
    displayName: Copy windows native assets (libtorch-cpu) to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/WindowsAssets/libtorch-cpu-win-x64
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)/libtorch-cpu-win-x64

  - script: rmdir /s /q  $(Pipeline.Workspace)\WindowsAssets
    displayName: Free up space (windows assets in workspace)

  - script: dotnet restore pkg/pack.proj /p:Configuration=Release
    displayName: Restore package projects

  # Pack TorchSharp (and libtorch-cpu if BuildLibTorchPackages is true)
  - script: dotnet pack -c $(BuildConfig) --no-build -v:n /p:SkipNative=true /p:SkipTests=true /p:IncludeTorchSharpPackage=true /p:IncludeLibTorchCpuPackages=${{ parameters.BuildLibTorchPackages }} pkg/pack.proj
    displayName: Create Packages

  - script: rmdir /q /s bin\obj
    displayName: Clean up space (bin\obj)
    continueOnError: true

  - task: CopyFiles@2
    displayName: Copy packaged assets to staging folder
    inputs:
      sourceFolder: $(Build.SourcesDirectory)/bin/packages/$(BuildConfig)
      targetFolder: $(Build.ArtifactStagingDirectory)

  - publish: $(Build.ArtifactStagingDirectory)
    displayName: Publish build packages
    artifact: BuildTorchSharpPackages

  - publish: $(Build.SourcesDirectory)/config
    displayName: Publish signing config
    artifact: config

################################################################################
# Only run if BuildLibTorchPackages is true
- job: Build_libtorch_cuda_win_Packages
################################################################################
  condition: and(ne(variables['system.pullrequest.isfork'], true), eq(variables['build.sourcebranchname'], '${{ parameters.SourceBranchName }}'), eq('${{ parameters.BuildLibTorchPackages }}', true))
  dependsOn:
  - Windows_Native_Build_For_Packages
  variables:
    BuildConfig: Release
    OfficialBuildId: $(BUILD.BUILDNUMBER)
    DOTNET_CLI_TELEMETRY_OPTOUT: 1
    DOTNET_SKIP_FIRST_TIME_EXPERIENCE: 1
    DOTNET_MULTILEVEL_LOOKUP: 0
  pool:
    vmImage: 'windows-latest'
  steps:

  # We are 10GB space-constrained on the Azure Pipelines CI system so clean up what we can
  # yup we even nuke the .git
  - script: rmdir /q /s .git
    displayName: Clean up space (.git)
    continueOnError: true

  - download: current
    artifact: WindowsAssets

  - task: CopyFiles@2
    displayName: Copy windows native assets to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/WindowsAssets
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)

  - script: rmdir /s /q  $(Pipeline.Workspace)\WindowsAssets
    displayName: Free up space (windows assets in workspace)

  - script: dotnet restore pkg/pack.proj /p:Configuration=Release
    displayName: Restore package projects

  - script: dotnet pack -c $(BuildConfig) --no-build -v:n /p:SkipNative=true /p:SkipTests=true /p:IncludeTorchSharpPackage=false /p:IncludeLibTorchCpuPackages=false /p:IncludeLibTorchCudaPackages=true pkg/pack.proj
    displayName: Create Packages

  # We are 10GB space-constrained on the Azure Pipelines CI system so clean up what we can
  - script: rmdir /q /s bin\obj
    displayName: Clean up space (bin\obj)
    continueOnError: true

  - task: CopyFiles@2
    displayName: Copy packaged assets to staging folder
    inputs:
      sourceFolder: $(Build.SourcesDirectory)/bin/packages/$(BuildConfig)
      targetFolder: $(Build.ArtifactStagingDirectory)

  - publish: $(Build.ArtifactStagingDirectory)
    displayName: Publish Windows CUDA build packages
    artifact: BuildWinCUDAPackages

################################################################################
- job: Build_libtorch_cuda_linux_Packages
################################################################################
  condition: and(ne(variables['system.pullrequest.isfork'], true), eq(variables['build.sourcebranchname'], '${{ parameters.SourceBranchName }}'), eq('${{ parameters.BuildLibTorchPackages }}', true))
  dependsOn:
  - Linux_Native_Build_For_Packages
  variables:
    BuildConfig: Release
    OfficialBuildId: $(BUILD.BUILDNUMBER)
    DOTNET_CLI_TELEMETRY_OPTOUT: 1
    DOTNET_SKIP_FIRST_TIME_EXPERIENCE: 1
    DOTNET_MULTILEVEL_LOOKUP: 0
  pool:
    vmImage: 'ubuntu-latest'
  container: UbuntuContainer
  # Exact copy of the dependency install above - TODO share this somewhere
  steps:
  - task: UseDotNet@2
    displayName: 'Use .NET Core sdk'
    inputs:
      packageType: sdk
      version: 6.x
      installationPath: $(Agent.ToolsDirectory)/dotnet

  - script: ${{ variables.LinuxPrepScript }}
    displayName: Install dependencies

  # We are 10GB space-constrained on the Azure Pipelines CI system so clean up what we can
  # yup we even nuke the .git
  - script: rm -fr .git
    displayName: Clean up space (.git)
    continueOnError: true

  - download: current
    artifact: LinuxAssets

  - task: CopyFiles@2
    displayName: Copy linux native assets to correct folder where the bits contributing to the packages are assembled
    inputs:
      sourceFolder: $(Pipeline.Workspace)/LinuxAssets
      targetFolder: $(Build.SourcesDirectory)/bin/obj/packprep/$(BuildConfig)

  - script: rm -fr  $(Pipeline.Workspace)/LinuxAssets
    displayName: Free up space (linux assets in workspace)

  - script: dotnet restore pkg/pack.proj /p:Configuration=Release
    displayName: Restore package projects

  - script: dotnet pack -c $(BuildConfig) --no-build -v:n /p:SkipNative=true /p:SkipTests=true /p:IncludeTorchSharpPackage=false /p:IncludeLibTorchCpuPackages=false /p:IncludeLibTorchCudaPackages=true pkg/pack.proj
    displayName: Create Packages

  # We are 10GB space-constrained on the Azure Pipelines CI system so clean up what we can
  - script: rm -fr bin/obj
    displayName: Clean up space (bin/obj)
    continueOnError: true

  - task: CopyFiles@2
    displayName: Copy packaged assets to staging folder
    inputs:
      sourceFolder: $(Build.SourcesDirectory)/bin/packages/$(BuildConfig)
      targetFolder: $(Build.ArtifactStagingDirectory)

  - publish: $(Build.ArtifactStagingDirectory)
    displayName: Publish Linux CUDA build packages
    artifact: BuildLinuxCUDAPackages

################################################################################
- job: CodeSign_Core
################################################################################
  condition: and(ne(variables['system.pullrequest.isfork'], true), eq(variables['build.sourcebranchname'], '${{ parameters.SourceBranchName }}'))
  dependsOn:
  - Build_TorchSharp_And_libtorch_cpu_Packages
  variables:
  - group: SignClient Credentials
  pool:
    vmImage: 'windows-latest'
  steps:

  - task: DotNetCoreCLI@2
    inputs:
      command: custom
      custom: tool
      arguments: install --tool-path . SignClient
    displayName: Install SignTool tool

  - download: current
    displayName: Download configuration
    artifact: config

  - download: current
    displayName: Download TorchSharp Packages
    artifact: BuildTorchSharpPackages

  - pwsh: |
      .\SignClient 'Sign' `
      --baseDirectory '$(Pipeline.Workspace)\BuildTorchSharpPackages' `
      --input '**/*.nupkg' `
      --config '$(Pipeline.Workspace)\config\SignClient.json' `
      --filelist '$(Pipeline.Workspace)\config\signedfiles.txt' `
      --user '$(SignClientUser)' `
      --secret '$(SignClientSecret)' `
      --name 'TorchSharp' `
      --description 'TorchSharp' `
      --descriptionUrl 'https://github.com/dotnet/TorchSharp'
    displayName: Sign packages

  - publish: $(Pipeline.Workspace)/BuildTorchSharpPackages
    displayName: Publish Signed TorchSharp Packages
    artifact: SignedTorchSharpPackages
    continueOnError: true

  - script: rmdir /s /q  $(Pipeline.Workspace)\BuildTorchSharpPackages
    displayName: Free up space (TorchSharp packages in workspace)

################################################################################
- job: CodeSign_Extras
################################################################################
  condition: and(ne(variables['system.pullrequest.isfork'], true), eq(variables['build.sourcebranchname'], '${{ parameters.SourceBranchName }}'), eq('${{ parameters.BuildLibTorchPackages }}', true))
  dependsOn:
  - Build_libtorch_cuda_win_Packages
  - Build_libtorch_cuda_linux_Packages
  variables:
  - group: SignClient Credentials
  pool:
    vmImage: 'windows-latest'
  steps:

  - task: DotNetCoreCLI@2
    inputs:
      command: custom
      custom: tool
      arguments: install --tool-path . SignClient
    displayName: Install SignTool tool

  - download: current
    displayName: Download configuration
    artifact: config

  - download: current
    displayName: Download Windows CUDA Packages
    artifact: BuildWinCUDAPackages

  - pwsh: |
      .\SignClient 'Sign' `
      --baseDirectory '$(Pipeline.Workspace)\BuildWinCUDAPackages' `
      --input '**/*.nupkg' `
      --config '$(Pipeline.Workspace)\config\SignClient.json' `
      --filelist '$(Pipeline.Workspace)\config\signedfiles.txt' `
      --user '$(SignClientUser)' `
      --secret '$(SignClientSecret)' `
      --name 'TorchSharp' `
      --description 'TorchSharp' `
      --descriptionUrl 'https://github.com/dotnet/TorchSharp'
    displayName: Sign packages

  - publish: $(Pipeline.Workspace)/BuildWinCUDAPackages
    displayName: Publish Signed Windows CUDA Packages
    artifact: SignedWinCUDAPackages
    continueOnError: true

  - script: rmdir /s /q  $(Pipeline.Workspace)\BuildWinCUDAPackages
    displayName: Free up space (TorchSharp packages in workspace)

  - download: current
    displayName: Download Linux CUDA Packages
    artifact: BuildLinuxCUDAPackages

  - pwsh: |
      .\SignClient 'Sign' `
      --baseDirectory '$(Pipeline.Workspace)\BuildLinuxCUDAPackages' `
      --input '**/*.nupkg' `
      --config '$(Pipeline.Workspace)\config\SignClient.json' `
      --filelist '$(Pipeline.Workspace)\config\signedfiles.txt' `
      --user '$(SignClientUser)' `
      --secret '$(SignClientSecret)' `
      --name 'TorchSharp' `
      --description 'TorchSharp' `
      --descriptionUrl 'https://github.com/dotnet/TorchSharp'
    displayName: Sign packages

  - publish: $(Pipeline.Workspace)/BuildLinuxCUDAPackages
    displayName: Publish Signed Linux CUDA Packages
    artifact: SignedLinuxCUDAPackages
    continueOnError: true

  - script: rmdir /s /q  $(Pipeline.Workspace)\BuildLinuxCUDAPackages
    displayName: Free up space (TorchSharp packages in workspace)

################################################################################
- job: Push_TorchSharp_And_libtorch_cpu_Packages
################################################################################
  condition: and(eq('${{ parameters.PushPackagesToFeed }}', true), ne(variables['system.pullrequest.isfork'], true), eq(variables['build.sourcebranchname'], '${{ parameters.SourceBranchName }}'))
  dependsOn:
  - Build_TorchSharp_And_libtorch_cpu_Packages
  - CodeSign_Core
  variables:
    BuildConfig: Release
    OfficialBuildId: $(BUILD.BUILDNUMBER)
    DOTNET_CLI_TELEMETRY_OPTOUT: 1
    DOTNET_SKIP_FIRST_TIME_EXPERIENCE: 1
    DOTNET_MULTILEVEL_LOOKUP: 0
  pool:
    vmImage: 'windows-latest'
  steps:

  # Push packages to feed
  #
  # Doing these one by one as we're getting a lot of failures pushing them
  # Also replaying them multiple times for the same reason
  #
  - task: NuGetAuthenticate@0
    displayName: 'NuGet Authenticate'

  - download: current
    displayName: Download Signed TorchSharp Packages
    artifact: SignedTorchSharpPackages

  - task: NuGetCommand@2
    displayName: 'NuGet push (TorchSharp)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/TorchSharp.*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
    continueOnError: true

  - task: NuGetCommand@2
    displayName: 'NuGet push (TorchAudio)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/TorchAudio.*.nupkg'
      publishVstsFeed: 'TorchSharp/SignedPackages'
      allowPackageConflicts: true
    continueOnError: true

  - task: NuGetCommand@2
    displayName: 'NuGet push (TorchVision)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/TorchVision.*.nupkg'
      publishVstsFeed: 'TorchSharp/SignedPackages'
      allowPackageConflicts: true
    continueOnError: true

  - task: NuGetCommand@2
    displayName: 'NuGet push (TorchSharp-cpu)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/TorchSharp-*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
    continueOnError: true

  # push the CPU runtime packages
  - task: NuGetCommand@2
    displayName: 'NuGet push (libtorch-cpu)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/libtorch-cpu*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
    continueOnError: true

  # push the CPU runtime packages (retry - we get so many failures!)
  - task: NuGetCommand@2
    displayName: 'NuGet push (libtorch-cpu - retry)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/libtorch-cpu*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
    continueOnError: true

  # push the CPU runtime packages (retry - we get so many failures!)
  - task: NuGetCommand@2
    displayName: 'NuGet push (libtorch-cpu - retry)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/libtorch-cpu*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
    continueOnError: true

  # Terminate all dotnet build processes.
  - script: dotnet build-server shutdown
    displayName: Dotnet Server Shutdown


################################################################################
# Only run if BuildLibTorchPackages is true
- job: Push_libtorch_cuda_win_Packages
################################################################################
  condition: and(eq('${{ parameters.BuildLibTorchPackages }}', true), eq('${{ parameters.PushPackagesToFeed }}', true), ne(variables['system.pullrequest.isfork'], true))
  dependsOn:
  - Build_libtorch_cuda_win_Packages
  - CodeSign_Extras
  variables:
    BuildConfig: Release
    OfficialBuildId: $(BUILD.BUILDNUMBER)
    DOTNET_CLI_TELEMETRY_OPTOUT: 1
    DOTNET_SKIP_FIRST_TIME_EXPERIENCE: 1
    DOTNET_MULTILEVEL_LOOKUP: 0
  pool:
    vmImage: 'windows-latest'
  steps:

  # Push packages to feed
  #
  # Doing these one by one as we're getting a lot of failures pushing them
  # Also replaying them multiple times for the same reason
  #
  - task: NuGetAuthenticate@0
    displayName: 'NuGet Authenticate'

  - download: current
    displayName: Download Signed Windows CUDA Packages
    artifact: SignedWinCUDAPackages

  # push the Windows Cuda packages
  - task: NuGetCommand@2
    displayName: 'NuGet push (cuda win-x64)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/*cuda*win*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
      # often fails - try but ignore the error until we sort it out
    continueOnError: true

  # push the Windows Cuda packages
  - task: NuGetCommand@2
    displayName: 'NuGet push (cuda win-x64 retry)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/*cuda*win*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
      # often fails - try but ignore the error until we sort it out
    continueOnError: true

  # push the Windows Cuda packages
  - task: NuGetCommand@2
    displayName: 'NuGet push (cuda win-x64 retry)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/*cuda*win*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
      # often fails - try but ignore the error until we sort it out
    continueOnError: true

  # push the Windows Cuda packages
  - task: NuGetCommand@2
    displayName: 'NuGet push (cuda win-x64 retry)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/*cuda*win*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
      # often fails - try but ignore the error until we sort it out
    continueOnError: true

  # push the Windows Cuda packages
  - task: NuGetCommand@2
    displayName: 'NuGet push (cuda win-x64 retry)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/*cuda*win*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
      # often fails - try but ignore the error until we sort it out
    continueOnError: true


################################################################################
- job: Push_libtorch_cuda_linux_Packages
################################################################################
  condition: and(eq('${{ parameters.BuildLibTorchPackages }}', 'true'), eq('${{ parameters.PushPackagesToFeed }}', true), ne(variables['system.pullrequest.isfork'], true))
  dependsOn:
  - Build_libtorch_cuda_linux_Packages
  - CodeSign_Extras
  variables:
    BuildConfig: Release
    OfficialBuildId: $(BUILD.BUILDNUMBER)
    DOTNET_CLI_TELEMETRY_OPTOUT: 1
    DOTNET_SKIP_FIRST_TIME_EXPERIENCE: 1
    DOTNET_MULTILEVEL_LOOKUP: 0
  pool:
    vmImage: 'windows-latest'
  # container: UbuntuContainer
  # Exact copy of the dependency install above - TODO share this somewhere
  steps:

  # Push packages to feed
  #
  # Doing these one by one as we're getting a lot of failures pushing them
  # Also replaying them multiple times for the same reason
  #
  - task: NuGetAuthenticate@0
    displayName: 'NuGet Authenticate'

  - download: current
    displayName: Download Signed Linux CUDA Packages
    artifact: SignedLinuxCUDAPackages

  # push the Linux Cuda packages
  - task: NuGetCommand@2
    displayName: 'NuGet push (cuda linux-x64)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/*cuda*linux*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
      # often fails - try but ignore the error until we sort it out
    continueOnError: true

  # push the Linux Cuda packages
  - task: NuGetCommand@2
    displayName: 'NuGet push (cuda linux-x64)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/*cuda*linux*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
      # often fails - try but ignore the error until we sort it out
    continueOnError: true

  # push the Linux Cuda packages
  - task: NuGetCommand@2
    displayName: 'NuGet push (cuda linux-x64)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/*cuda*linux*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
      # often fails - try but ignore the error until we sort it out
    continueOnError: true

  # push the Linux Cuda packages
  - task: NuGetCommand@2
    displayName: 'NuGet push (cuda linux-x64)'
    inputs:
      command: push
      packagesToPush:  '$(Pipeline.Workspace)/**/*cuda*linux*.nupkg'
      publishVstsFeed: 'TorchSharp/TestPackages'
      allowPackageConflicts: true
      # often fails - try but ignore the error until we sort it out
    continueOnError: true