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Add CUDA Plugin EP CI and fix Windows plugin build support #27959
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d7d4c74
update build for cuda plugin in Windows
tianleiwu 2552360
update quick start doc
tianleiwu 7eed27e
Add CI
tianleiwu 3d8f45c
format
tianleiwu b8ea682
rename
tianleiwu 826e0e1
Fix windows ci
tianleiwu 3a1d5d8
Fix windows build
tianleiwu 8379ca9
fix build
tianleiwu 4af3a8d
exclude cute header from msvc
tianleiwu dec74bf
fix
tianleiwu 6c645d3
fix CI test
tianleiwu 09cd1ac
refactoring
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,117 @@ | ||
| name: Linux CUDA Plugin EP CI | ||
|
|
||
| on: | ||
| push: | ||
| branches: [main, 'rel-*'] | ||
| pull_request: | ||
| branches: [main, 'rel-*'] | ||
| workflow_dispatch: | ||
|
|
||
| concurrency: | ||
| group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.ref || github.sha }} | ||
| cancel-in-progress: true | ||
|
|
||
| permissions: | ||
| contents: read | ||
| packages: write | ||
| attestations: write | ||
| id-token: write | ||
|
|
||
| jobs: | ||
| build-linux-cuda-plugin-x64-release: | ||
| name: Build Linux CUDA Plugin EP x64 Release | ||
| uses: ./.github/workflows/reusable_linux_build.yml | ||
| with: | ||
| pool_name: "onnxruntime-github-Ubuntu2204-AMD-CPU" | ||
| build_config: Release | ||
| architecture: x64 | ||
| dockerfile_path: tools/ci_build/github/linux/docker/Dockerfile.manylinux2_28_cuda | ||
| docker_build_args: '--build-arg BASEIMAGE=onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda12_x64_almalinux8_gcc14:20251017.1' | ||
| docker_image_repo: onnxruntimecuda12manylinuxbuild | ||
| extra_build_flags: '--use_binskim_compliant_compile_flags --build_wheel --parallel --nvcc_threads 1 --cuda_version=12.8 --cuda_home=/usr/local/cuda-12.8 --cudnn_home=/usr/local/cuda-12.8 --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86 onnxruntime_BUILD_UNIT_TESTS=ON onnxruntime_BUILD_CUDA_EP_AS_PLUGIN=ON' | ||
| python_path_prefix: 'PATH=/opt/python/cp310-cp310/bin:$PATH' | ||
| run_tests: false | ||
| upload_build_output: true | ||
| execution_providers: 'cuda' | ||
| job_identifier: build-linux-cuda-plugin-x64-release | ||
| secrets: | ||
| GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||
|
|
||
| test-linux-cuda-plugin-x64-release: | ||
| name: Test Linux CUDA Plugin EP x64 Release | ||
| needs: build-linux-cuda-plugin-x64-release | ||
| runs-on: | ||
| - self-hosted | ||
| - "1ES.Pool=onnxruntime-github-linux-a10" | ||
| - "JobId=test-linux-cuda-plugin-x64-release-${{ github.run_id }}-${{ github.run_number }}-${{ github.run_attempt }}" | ||
| permissions: | ||
| contents: read | ||
| packages: read | ||
| steps: | ||
| - name: Checkout code | ||
| uses: actions/checkout@v6 | ||
|
|
||
| - uses: microsoft/onnxruntime-github-actions/build-docker-image@8bad63a3c05d448311dfa8e5f531171c97471aa1 # v0.0.12 | ||
| id: build_docker_image_step | ||
| with: | ||
| dockerfile: ${{ github.workspace }}/tools/ci_build/github/linux/docker/Dockerfile.manylinux2_28_cuda | ||
| image-name: ghcr.io/microsoft/onnxruntime/onnxruntimecuda12manylinuxbuild | ||
| build-args: '--build-arg BASEIMAGE=onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda12_x64_almalinux8_gcc14:20251017.1' | ||
| push: true | ||
| azure-container-registry-name: onnxruntimebuildcache | ||
| env: | ||
| GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} | ||
|
|
||
| # --- Download Build Artifact to Runner Temp Directory --- | ||
| - name: Download Build Artifact | ||
| uses: actions/download-artifact@v7 | ||
| with: | ||
| name: build-output-x64-Release | ||
| path: ${{ runner.temp }}/Release | ||
|
|
||
| # --- Restore Permissions in the Temp Directory --- | ||
| - name: Restore Executable Permissions | ||
| if: success() | ||
| working-directory: ${{ runner.temp }}/Release | ||
| run: | | ||
| if [ -f perms.txt ]; then | ||
| echo "Restoring executable permissions in ${{ runner.temp }}/Release ..." | ||
| while IFS= read -r file; do | ||
| if [ -f "$file" ]; then | ||
| chmod +x "$file" | ||
| else | ||
| echo "Warning: File '$file' listed in perms.txt not found." | ||
| fi | ||
| done < perms.txt | ||
| echo "Permissions restored." | ||
| else | ||
| echo "Warning: perms.txt not found in artifact." | ||
| fi | ||
|
|
||
| # --- Install the ORT wheel and run CUDA plugin EP tests --- | ||
| - name: Run CUDA Plugin EP Python Tests | ||
| run: | | ||
| docker run --rm --gpus all \ | ||
| -v ${{ github.workspace }}:/onnxruntime_src \ | ||
| -v ${{ runner.temp }}/Release:/build/Release \ | ||
| -e NVIDIA_VISIBLE_DEVICES=all \ | ||
| ${{ steps.build_docker_image_step.outputs.full-image-name }} \ | ||
| bash -c " | ||
| set -ex | ||
| export PATH=/opt/python/cp310-cp310/bin:\$PATH | ||
|
|
||
| # Install the ORT wheel | ||
| python -m pip install /build/Release/Release/dist/onnxruntime*.whl | ||
|
|
||
| # Install test dependencies | ||
| python -m pip install numpy onnx | ||
| python -m pip install torch --index-url https://download.pytorch.org/whl/cpu | ||
|
|
||
| # Set plugin path and run tests | ||
| export ORT_CUDA_PLUGIN_PATH=/build/Release/Release/libonnxruntime_providers_cuda_plugin.so | ||
| echo \"ORT_CUDA_PLUGIN_PATH=\$ORT_CUDA_PLUGIN_PATH\" | ||
| ls -la \$ORT_CUDA_PLUGIN_PATH | ||
|
|
||
| cd /onnxruntime_src/onnxruntime/test/python/transformers | ||
| python test_cuda_plugin_ep.py | ||
| " | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,190 @@ | ||
| name: ONNX Runtime CUDA Plugin EP Builds | ||
|
|
||
| on: | ||
| push: | ||
| branches: | ||
| - main | ||
| - rel-* | ||
| pull_request: | ||
| branches: | ||
| - main | ||
| - rel-* | ||
| workflow_dispatch: | ||
|
|
||
| concurrency: | ||
| group: ${{ github.workflow }}-${{ github.event_name == 'pull_request' && github.ref || github.sha }} | ||
| cancel-in-progress: true | ||
|
|
||
| jobs: | ||
| build: | ||
| name: Windows CUDA Plugin EP Build | ||
| runs-on: [ | ||
| "self-hosted", | ||
| "1ES.Pool=onnxruntime-github-vs2022-latest", | ||
| "JobId=windows-cuda-plugin-${{ github.run_id }}-${{ github.run_number }}-${{ github.run_attempt }}" | ||
| ] | ||
| steps: | ||
| - uses: actions/checkout@v6 | ||
| with: | ||
| fetch-depth: 0 | ||
| submodules: 'none' | ||
|
|
||
| - uses: actions/setup-python@v6 | ||
| with: | ||
| python-version: '3.14' | ||
| architecture: x64 | ||
|
|
||
| - name: Locate vcvarsall and Setup Env | ||
| uses: ./.github/actions/locate-vcvarsall-and-setup-env | ||
| with: | ||
| architecture: x64 | ||
|
|
||
| - name: Install python modules | ||
| run: python -m pip install -r .\tools\ci_build\github\windows\python\requirements.txt | ||
| working-directory: ${{ github.workspace }} | ||
| shell: cmd | ||
|
|
||
| - name: Download CUDA SDK v12.8 | ||
| working-directory: ${{ runner.temp }} | ||
| run: | | ||
| azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v12.8" . | ||
| dir | ||
| shell: pwsh | ||
|
|
||
| - name: Add CUDA to PATH | ||
| shell: powershell | ||
| run: | | ||
| Write-Host "Adding CUDA to PATH" | ||
| Write-Host "CUDA Path: $env:RUNNER_TEMP\v12.8\bin" | ||
| Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\bin" | ||
| Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\extras\CUPTI\lib64" | ||
|
|
||
| - name: Set OnnxRuntimeBuildDirectory | ||
| shell: pwsh | ||
| run: | | ||
| $buildDir = Join-Path ${{ runner.temp }} "build" | ||
| echo "OnnxRuntimeBuildDirectory=$buildDir" >> $env:GITHUB_ENV | ||
|
|
||
| - name: Build ONNX Runtime with CUDA Plugin EP | ||
| working-directory: ${{ runner.temp }} | ||
| run: | | ||
| python.exe ${{ github.workspace }}\tools\ci_build\build.py --update --build --config Release --build_dir build --skip_submodule_sync --parallel --nvcc_threads 1 --use_binskim_compliant_compile_flags --cmake_generator "Visual Studio 17 2022" --build_shared_lib --build_wheel --use_cuda --cuda_home="$env:RUNNER_TEMP\v12.8" --skip_tests --use_vcpkg --use_vcpkg_ms_internal_asset_cache --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86 --cmake_extra_defines onnxruntime_BUILD_UNIT_TESTS=ON --cmake_extra_defines onnxruntime_BUILD_CUDA_EP_AS_PLUGIN=ON | ||
| if ($lastExitCode -ne 0) { | ||
| exit $lastExitCode | ||
| } | ||
|
|
||
| # Clean up intermediate files before uploading artifacts | ||
| $outputDir = "${{ runner.temp }}\build\Release" | ||
| Write-Host "Cleaning up files from $outputDir..." | ||
|
|
||
| Remove-Item -Path "$outputDir\onnxruntime" -Recurse -Force -ErrorAction SilentlyContinue | ||
| Remove-Item -Path "$outputDir\pybind11" -Recurse -Force -ErrorAction SilentlyContinue | ||
| Remove-Item -Path "$outputDir\models" -Recurse -Force -ErrorAction SilentlyContinue | ||
| Remove-Item -Path "$outputDir\vcpkg_installed" -Recurse -Force -ErrorAction SilentlyContinue | ||
| Remove-Item -Path "$outputDir\_deps" -Recurse -Force -ErrorAction SilentlyContinue | ||
| Remove-Item -Path "$outputDir\CMakeCache.txt" -Force -ErrorAction SilentlyContinue | ||
| Remove-Item -Path "$outputDir\CMakeFiles" -Recurse -Force -ErrorAction SilentlyContinue | ||
| Remove-Item -Path $outputDir -Include "*.obj" -Recurse | ||
| shell: pwsh | ||
|
|
||
| - name: Upload build artifacts | ||
| uses: actions/upload-artifact@v6 | ||
| with: | ||
| name: cuda-plugin-build-artifacts | ||
| path: ${{ runner.temp }}\build | ||
| env: | ||
| DOTNET_SKIP_FIRST_TIME_EXPERIENCE: true | ||
| setVcvars: true | ||
| ALLOW_RELEASED_ONNX_OPSET_ONLY: '0' | ||
| ONNXRUNTIME_TEST_GPU_DEVICE_ID: '0' | ||
| AZCOPY_AUTO_LOGIN_TYPE: MSI | ||
| AZCOPY_MSI_CLIENT_ID: 63b63039-6328-442f-954b-5a64d124e5b4 | ||
|
|
||
| test: | ||
| name: Windows CUDA Plugin EP Test | ||
| needs: build | ||
| timeout-minutes: 120 | ||
| runs-on: [ | ||
| "self-hosted", | ||
| "1ES.Pool=onnxruntime-github-Win2022-GPU-A10", | ||
| "JobId=windows-cuda-plugin-test-${{ github.run_id }}-${{ github.run_number }}-${{ github.run_attempt }}" | ||
| ] | ||
| steps: | ||
| - uses: actions/checkout@v6 | ||
| with: | ||
| fetch-depth: 0 | ||
| submodules: 'none' | ||
|
|
||
| - name: Download build artifacts | ||
| uses: actions/download-artifact@v7 | ||
| with: | ||
| name: cuda-plugin-build-artifacts | ||
| path: ${{ runner.temp }}\build | ||
|
|
||
| - uses: actions/setup-python@v6 | ||
| with: | ||
| python-version: '3.14' | ||
| architecture: x64 | ||
|
|
||
| - name: Locate vcvarsall and Setup Env | ||
| uses: ./.github/actions/locate-vcvarsall-and-setup-env | ||
| with: | ||
| architecture: x64 | ||
|
|
||
| - name: Install python modules | ||
| run: python -m pip install -r .\tools\ci_build\github\windows\python\requirements.txt | ||
| working-directory: ${{ github.workspace }} | ||
| shell: cmd | ||
|
|
||
| - name: Install torch for CPU only | ||
| run: python -m pip install torch | ||
| working-directory: ${{ github.workspace }} | ||
| shell: cmd | ||
|
|
||
| - name: Download CUDA SDK v12.8 | ||
| working-directory: ${{ runner.temp }} | ||
| run: | | ||
| azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v12.8" . | ||
| dir | ||
| shell: pwsh | ||
|
|
||
| - name: Add CUDA to PATH | ||
| shell: powershell | ||
| run: | | ||
| Write-Host "Adding CUDA to PATH" | ||
| Write-Host "CUDA Path: $env:RUNNER_TEMP\v12.8\bin" | ||
| Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\bin" | ||
| Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\extras\CUPTI\lib64" | ||
|
|
||
| - name: Set OnnxRuntimeBuildDirectory | ||
| shell: pwsh | ||
| run: | | ||
| $buildDir = Join-Path ${{ runner.temp }} "build" | ||
| echo "OnnxRuntimeBuildDirectory=$buildDir" >> $env:GITHUB_ENV | ||
|
|
||
| - name: Install ONNX Runtime Wheel | ||
| uses: ./.github/actions/install-onnxruntime-wheel | ||
| with: | ||
| whl-directory: ${{ runner.temp }}\build\Release\Release\dist | ||
|
|
||
| - name: Run CUDA Plugin EP Python Tests | ||
| working-directory: ${{ github.workspace }}\onnxruntime\test\python\transformers | ||
| shell: pwsh | ||
| run: | | ||
| $env:ORT_CUDA_PLUGIN_PATH = "${{ runner.temp }}\build\Release\Release\onnxruntime_providers_cuda_plugin.dll" | ||
| Write-Host "ORT_CUDA_PLUGIN_PATH=$env:ORT_CUDA_PLUGIN_PATH" | ||
| if (-not (Test-Path $env:ORT_CUDA_PLUGIN_PATH)) { | ||
| Write-Error "CUDA plugin EP library not found at $env:ORT_CUDA_PLUGIN_PATH" | ||
| exit 1 | ||
| } | ||
| python test_cuda_plugin_ep.py | ||
| if ($lastExitCode -ne 0) { | ||
| exit $lastExitCode | ||
| } | ||
| env: | ||
| DOTNET_SKIP_FIRST_TIME_EXPERIENCE: true | ||
| setVcvars: true | ||
| ALLOW_RELEASED_ONNX_OPSET_ONLY: '0' | ||
| ONNXRUNTIME_TEST_GPU_DEVICE_ID: '0' | ||
| AZCOPY_AUTO_LOGIN_TYPE: MSI | ||
| AZCOPY_MSI_CLIENT_ID: 63b63039-6328-442f-954b-5a64d124e5b4 |
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