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name: Windows GPU TensorRT CI Pipeline
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
#TODO: enable --build_nodejs
jobs:
build:
name: Windows GPU TensorRT CI Pipeline
runs-on: [
"self-hosted",
"1ES.Pool=onnxruntime-github-vs2022-latest",
"JobId=windows-tensorrt-build-${{ github.run_id }}-${{ 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: '3.12'
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: Download TensorRT-10.14.1.48.Windows.win10.cuda-12.9
run: 'azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/local/TensorRT-10.14.1.48.Windows.win10.cuda-12.9" ${{ runner.temp }}'
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"
Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\TensorRT-10.14.1.48.Windows.win10.cuda-12.9\lib"
Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\TensorRT-10.14.1.48.Windows.win10.cuda-12.9\bin"
- uses: actions/setup-node@v6
with:
node-version: '20.x'
- uses: actions/setup-java@v5
with:
distribution: 'temurin'
java-version: '17'
architecture: x64
- uses: actions/cache@v5
id: onnx-node-tests-cache
with:
path: ${{ github.workspace }}/js/test/
key: onnxnodetests-${{ hashFiles('js/scripts/prepare-onnx-node-tests.ts') }}
- name: API Documentation Check and generate
run: |
set ORT_DOXY_SRC=${{ github.workspace }}
set ORT_DOXY_OUT=${{ runner.temp }}\build\RelWithDebInfo\RelWithDebInfo
mkdir %ORT_DOXY_SRC%
mkdir %ORT_DOXY_OUT%
"C:\Program Files\doxygen\bin\doxygen.exe" ${{ github.workspace }}\tools\ci_build\github\Doxyfile_csharp.cfg
working-directory: ${{ github.workspace }}
shell: cmd
- uses: actions/setup-dotnet@v5
env:
PROCESSOR_ARCHITECTURE: x64
with:
dotnet-version: '8.x'
- name: Use Nuget 6.x
uses: nuget/setup-nuget@v2
with:
nuget-version: '6.x'
- name: NuGet restore
run: nuget restore ${{ github.workspace }}\packages.config -ConfigFile ${{ github.workspace }}\NuGet.config -PackagesDirectory ${{ runner.temp }}\build\RelWithDebInfo
shell: cmd
- name: Set OnnxRuntimeBuildDirectory
shell: pwsh
run: |
$buildDir = Join-Path ${{ runner.temp }} "build"
echo "OnnxRuntimeBuildDirectory=$buildDir" >> $env:GITHUB_ENV
- name: Build and Clean Binaries
working-directory: ${{ runner.temp }}
run: |
npm install -g typescript
if ($lastExitCode -ne 0) {
exit $lastExitCode
}
# Execute the build process
python ${{ github.workspace }}\tools\ci_build\build.py --config RelWithDebInfo --parallel --nvcc_threads 4 --flash_nvcc_threads 4 --use_binskim_compliant_compile_flags --build_dir build --skip_submodule_sync --build_shared_lib --build --update --cmake_generator "Visual Studio 17 2022" --build_wheel --enable_onnx_tests --use_tensorrt --tensorrt_home="${{ runner.temp }}\TensorRT-10.14.1.48.Windows.win10.cuda-12.9" --cuda_home="${{ runner.temp }}\v12.8" --use_vcpkg --use_vcpkg_ms_internal_asset_cache --cmake_extra_defines onnxruntime_QUICK_BUILD=ON --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86
if ($lastExitCode -ne 0) {
exit $lastExitCode
}
# Clean up the output directory before uploading artifacts
$outputDir = "${{ runner.temp }}\build\RelWithDebInfo"
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 intermediate object files as in the original script
Remove-Item -Path $outputDir -Include "*.obj" -Recurse
shell: pwsh
- name: Upload build artifacts
uses: actions/upload-artifact@v6
with:
name: build-artifacts
path: ${{ runner.temp }}\build
env:
OrtPackageId: Microsoft.ML.OnnxRuntime.Gpu
DOTNET_SKIP_FIRST_TIME_EXPERIENCE: true
setVcvars: true
ALLOW_RELEASED_ONNX_OPSET_ONLY: '0'
DocUpdateNeeded: false
ONNXRUNTIME_TEST_GPU_DEVICE_ID: '0'
AZCOPY_AUTO_LOGIN_TYPE: MSI
AZCOPY_MSI_CLIENT_ID: 63b63039-6328-442f-954b-5a64d124e5b4
test:
name: Windows GPU TensorRT CI Pipeline Test Job
needs: build
timeout-minutes: 300
runs-on: [
"self-hosted",
"1ES.Pool=onnxruntime-github-Win2022-GPU-A10",
"JobId=windows-tensorrt-test-${{ 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: build-artifacts
path: ${{ runner.temp }}\build
- uses: actions/setup-python@v6
with:
python-version: '3.12'
architecture: x64
- uses: actions/setup-node@v6
with:
node-version: '20.x'
- uses: actions/setup-java@v5
with:
distribution: 'temurin'
java-version: '17'
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: Download TensorRT-10.14.1.48.Windows.win10.cuda-12.9
run: 'azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/local/TensorRT-10.14.1.48.Windows.win10.cuda-12.9" ${{ runner.temp }}'
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"
Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\TensorRT-10.14.1.48.Windows.win10.cuda-12.9\lib"
Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\TensorRT-10.14.1.48.Windows.win10.cuda-12.9\bin"
- 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\RelWithDebInfo\RelWithDebInfo\dist
- name: Run Tests
working-directory: ${{ runner.temp }}
run: |
npm install -g typescript
if ($lastExitCode -ne 0) {
exit $lastExitCode
}
python.exe ${{ github.workspace }}\tools\python\update_ctest_path.py "${{ runner.temp }}\build\RelWithDebInfo\CTestTestfile.cmake" "${{ runner.temp }}\build\RelWithDebInfo"
if ($lastExitCode -ne 0) {
exit $lastExitCode
}
python ${{ github.workspace }}\tools\ci_build\build.py --config RelWithDebInfo --use_binskim_compliant_compile_flags --parallel --nvcc_threads 4 --flash_nvcc_threads 4 --build_dir build --skip_submodule_sync --build_shared_lib --test --cmake_generator "Visual Studio 17 2022" --build_wheel --enable_onnx_tests --use_tensorrt --tensorrt_home="${{ runner.temp }}\TensorRT-10.14.1.48.Windows.win10.cuda-12.9" --cuda_home="${{ runner.temp }}\v12.8" --use_vcpkg --use_vcpkg_ms_internal_asset_cache --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86
if ($lastExitCode -ne 0) {
exit $lastExitCode
}
shell: pwsh
- name: Validate C# native delegates
run: python tools\ValidateNativeDelegateAttributes.py
working-directory: ${{ github.workspace }}\csharp
shell: cmd
env:
OrtPackageId: Microsoft.ML.OnnxRuntime.Gpu
DOTNET_SKIP_FIRST_TIME_EXPERIENCE: true
setVcvars: true
ALLOW_RELEASED_ONNX_OPSET_ONLY: '0'
DocUpdateNeeded: false
ONNXRUNTIME_TEST_GPU_DEVICE_ID: '0'
AZCOPY_AUTO_LOGIN_TYPE: MSI
AZCOPY_MSI_CLIENT_ID: 63b63039-6328-442f-954b-5a64d124e5b4