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Merge pull request #21 from pfxuan/ci-windows
Add github CI pipeline for Windows
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# CUDA major and minor version | ||
$CUDA_VER_FULL = $args[0] | ||
$CUDA_VER_ARR = $CUDA_VER_FULL.Split(".") | ||
$CUDA_VER = "$($CUDA_VER_ARR[0]).$($CUDA_VER_ARR[1])" | ||
$CUDA_VER_ID = "$($CUDA_VER_ARR[0])_$($CUDA_VER_ARR[1])" | ||
$CUDA_VER_SHORT = "cu$($CUDA_VER_ARR[0])$($CUDA_VER_ARR[1])" | ||
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# Network installer url | ||
if ( $CUDA_VER_ARR[0] -ge 11 ) { | ||
$CUDA_URL = "https://developer.download.nvidia.com/compute/cuda/$CUDA_VER_FULL/network_installers/cuda_$($CUDA_VER_FULL)_windows_network.exe" | ||
} else { | ||
$CUDA_URL = "https://developer.download.nvidia.com/compute/cuda/$CUDA_VER/Prod/network_installers/cuda_$($CUDA_VER_FULL)_windows_network.exe" | ||
} | ||
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# Installer arguments | ||
$CUDA_INSTALL_ARGS = "-s" | ||
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# Required packages | ||
$CUDA_PACKAGES = "nvcc", "cuobjdump", "nvprune", "cupti", "cublas_dev", "cudart", "cufft_dev", "curand_dev", "cusolver_dev", "cusparse_dev", "thrust", "npp_dev", "nvrtc_dev", "nvml_dev", "nvtx", "visual_studio_integration" | ||
$CUDA_PACKAGES.ForEach({ $CUDA_INSTALL_ARGS += " $($_)_$($CUDA_VER)" }) | ||
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# Download and install CUDA | ||
echo "Downloading CUDA installer from $CUDA_URL" | ||
Invoke-WebRequest $CUDA_URL -OutFile cuda.exe | ||
echo "Installing CUDA..." | ||
Start-Process -Wait -FilePath .\cuda.exe -ArgumentList "$CUDA_INSTALL_ARGS" | ||
Remove-Item .\cuda.exe -Force | ||
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# Install NvToolsExt | ||
$NVTOOLSEXT_PATH = "C:\Program Files\NVIDIA Corporation\NvToolsExt" | ||
if (Test-Path -Path "$NVTOOLSEXT_PATH " -PathType Container) { | ||
Write-Output "Existing nvtools installation already found, continuing..." | ||
return | ||
} | ||
function New-TemporaryDirectory() { | ||
New-TemporaryFile | ForEach-Object { Remove-Item $_; New-Item -ItemType Directory -Path $_ } | ||
} | ||
$NV_TOOLS_URL = "https://ossci-windows.s3.amazonaws.com/NvToolsExt.7z" # pytorch test-infra | ||
$tmpToolsDl = New-TemporaryFile | ||
Write-Output "Downloading NvTools, $NV_TOOLS_URL" | ||
Invoke-WebRequest -Uri "$NV_TOOLS_URL" -OutFile "$tmpToolsDl" | ||
$tmpExtractedNvTools = New-TemporaryDirectory | ||
7z x "$tmpToolsDl" -o"$tmpExtractedNvTools" | ||
Write-Output "Copying NvTools, '$tmpExtractedNvTools' -> '$NVTOOLSEXT_PATH'" | ||
New-Item -Path "$NVTOOLSEXT_PATH "-ItemType "directory" -Force | ||
Copy-Item -Recurse -Path "$tmpExtractedNvTools\*" -Destination "$NVTOOLSEXT_PATH" | ||
Remove-Item "$tmpExtractedNvTools" -Recurse -Force | ||
Remove-Item "$tmpToolsDl" -Recurse -Force |
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name: OpenSplat (Windows) | ||
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on: | ||
push: | ||
branches: | ||
- main | ||
pull_request: | ||
types: [ assigned, opened, synchronize, reopened ] | ||
release: | ||
types: [ published, edited ] | ||
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||
jobs: | ||
build: | ||
name: ${{ matrix.os }}-cuda-${{ matrix.cuda-version }}-torch-${{ matrix.torch-version }}-${{ matrix.cmake-build-type }} | ||
runs-on: ${{ matrix.os }} | ||
strategy: | ||
fail-fast: false | ||
matrix: | ||
os: [windows-2019, windows-2022] # [windows-2019, windows-2022] | ||
arch: [x64] # [x64, x86] | ||
torch-version: [2.1.2, 2.2.1] # [1.12.0, 1.13.0, 2.0.0, 2.1.0, 2.1.1, 2.1.2, 2.2.0, 2.2.1] | ||
cuda-version: [11.8.0, 12.1.1] # [12.3.1, 12.1.1, 11.8.0, 11.7.1, 11.6.2, 11.5.2,11.4.4, 11.3.1, 11.2.2, 11.1.1, 11.0.3, cpu] | ||
opencv-version: [4.9.0] # [4.7.0, 4.8.1, 4.9.0] | ||
cmake-build-type: [ Release ] # [Debug, ClangTidy] | ||
include: | ||
- os: windows-2019 | ||
generator: 'Visual Studio 16 2019' | ||
- os: windows-2022 | ||
generator: 'Visual Studio 17 2022' | ||
env: | ||
CCACHE_DIR: ${{ github.workspace }}\ccache | ||
CCACHE_BASEDIR: ${{ github.workspace }} | ||
CL: /MP | ||
CMAKE_GENERATOR: ${{matrix.generator}} | ||
CMAKE_GENERATOR_PLATFORM: ${{matrix.arch}} | ||
TORCH_CUDA_ARCH_LIST: '7.0;7.5' | ||
steps: | ||
- name: Checkout Repository | ||
uses: actions/checkout@v4 | ||
with: | ||
submodules: recursive | ||
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- name: Setup Windows | ||
run: | | ||
# Install ccache | ||
Invoke-WebRequest https://github.com/ccache/ccache/releases/download/v4.9.1/ccache-4.9.1-windows-x86_64.zip -OutFile ccache.zip | ||
Expand-Archive -Path .\ccache.zip -DestinationPath ${{ github.workspace }} | ||
Remove-Item .\ccache.zip | ||
echo "${{ github.workspace }}\ccache-4.9.1-windows-x86_64" | Out-File -FilePath $env:GITHUB_PATH -Encoding utf8 -Append | ||
# Install OpenCV | ||
Invoke-WebRequest https://github.com/opencv/opencv/releases/download/${{ matrix.opencv-version }}/opencv-${{ matrix.opencv-version }}-windows.exe -OutFile opencv.exe | ||
Start-Process -Wait -FilePath .\opencv.exe -ArgumentList "-oopencv -y" | ||
Remove-Item .\opencv.exe | ||
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# Invoke-WebRequest https://github.com/ninja-build/ninja/releases/download/v1.11.1/ninja-win.zip -OutFile ninja-win.zip | ||
# Expand-Archive -Path .\ninja-win.zip -Destination "${{ github.workspace }}\bin" | ||
# Remove-Item .\ninja-win.zip | ||
# echo "${{ github.workspace }}\bin" | Out-File -FilePath $env:GITHUB_PATH -Encoding utf8 -Append | ||
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- name: Restore CUDA Cache | ||
uses: actions/cache@v4 | ||
id: cuda-cache | ||
with: | ||
key: cuda-${{matrix.CUDA-VERSION}}-windows | ||
path: | | ||
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA* | ||
C:\Program Files\NVIDIA Corporation\NvToolsExt | ||
- name: Install CUDA | ||
if: ${{ steps.cuda-cache.outputs.cache-hit != 'true' }} | ||
run: | | ||
.github/workflows/cuda/${{ runner.os }}.ps1 ${{ matrix.cuda-version }} | ||
- name: Setup CUDA | ||
shell: bash | ||
run: | | ||
CUDA_VER_FULL=${{ matrix.cuda-version }} | ||
CUDA_VER_ARR=($(echo ${CUDA_VER_FULL} | tr "." " ")) | ||
CUDA_VER="${CUDA_VER_ARR[0]}.${CUDA_VER_ARR[1]}" | ||
CUDA_VER_ID="${CUDA_VER_ARR[0]}_${CUDA_VER_ARR[1]}" | ||
CUDA_VER_SHORT="cu${CUDA_VER_ARR[0]}${CUDA_VER_ARR[1]}" | ||
echo "CUDA_VER_SHORT=${CUDA_VER_SHORT}" >> ${GITHUB_ENV} | ||
echo "CUDA_PATH=C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v${CUDA_VER}" >> ${GITHUB_ENV} | ||
echo "CUDA_PATH_V${CUDA_VER_ID}=C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v${CUDA_VER}" >> ${GITHUB_ENV} | ||
echo "CUDA_PATH_VX_Y=CUDA_PATH_V${CUDA_VER_ID}" >> ${GITHUB_ENV} | ||
echo "NVTOOLSEXT_PATH=C:\\Program Files\\NVIDIA Corporation\\NvToolsExt" >> ${GITHUB_ENV} | ||
echo "C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v${CUDA_VER}\\bin" >> ${GITHUB_PATH} | ||
# Add cuda visual studio integration | ||
cache_hit="${{ steps.cuda-cache.outputs.cache-hit }}" | ||
generator="${{ matrix.generator }}" | ||
if [[ $cache_hit == 'true' ]]; then | ||
if [[ $generator == 'Visual Studio 17 2022' ]]; then | ||
cp -R "C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v${CUDA_VER}\\extras\\visual_studio_integration\\MSBuildExtensions\\." "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\MSBuild\Microsoft\VC\v170\BuildCustomizations" | ||
else | ||
cp -R "C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v${CUDA_VER}\\extras\\visual_studio_integration\\MSBuildExtensions\\." "C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\MSBuild\Microsoft\VC\v160\BuildCustomizations" | ||
fi | ||
fi | ||
- name: Restore LibTorch Cache | ||
uses: actions/cache@v4 | ||
id: libtorch-cache | ||
with: | ||
key: libtorch-${{ matrix.torch-version }}-${{env.CUDA_VER_SHORT}}-windows | ||
path: | | ||
${{ github.workspace }}\libtorch | ||
- name: Install LibTorch | ||
if: ${{ steps.libtorch-cache.outputs.cache-hit != 'true' }} | ||
run: | | ||
$LIBTORCH_URL = "https://download.pytorch.org/libtorch/$env:CUDA_VER_SHORT/libtorch-win-shared-with-deps-${{ matrix.torch-version }}%2B$($env:CUDA_VER_SHORT).zip" | ||
echo $LIBTORCH_URL | ||
Invoke-WebRequest $LIBTORCH_URL -OutFile libtorch.zip | ||
Expand-Archive -Path .\libtorch.zip -DestinationPath ${{ github.workspace }} | ||
Remove-Item .\libtorch.zip | ||
- name: Cache Build | ||
uses: actions/cache@v4 | ||
id: cache-builds | ||
with: | ||
key: ${{ matrix.os }}-cuda-${{ matrix.cuda-version }}-torch-${{ matrix.torch-version }}-${{ matrix.cmake-build-type }}-ccache-${{ github.run_id }} | ||
restore-keys: ${{ matrix.os }}-cuda-${{ matrix.cuda-version }}-torch-${{ matrix.torch-version }}-${{ matrix.cmake-build-type }}-ccache- | ||
path: ${{ env.CCACHE_DIR }} | ||
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- name: Configure And Build | ||
run: | | ||
echo $env:PATH | ||
mkdir build | ||
cd build | ||
cmake .. ` | ||
-G"${{ matrix.generator }}" ` | ||
-DCMAKE_BUILD_TYPE=${{ matrix.cmake-build-type }} ` | ||
-DCMAKE_C_COMPILER_LAUNCHER:FILEPATH=ccache ` | ||
-DCMAKE_CXX_COMPILER_LAUNCHER:FILEPATH=ccache ` | ||
-DCMAKE_PREFIX_PATH=${{ github.workspace }}\libtorch ` | ||
-DOPENCV_DIR=${{ github.workspace }}\OpenCV\opencv\build ` | ||
-DTORCH_CUDA_ARCH_LIST="${{ env.TORCH_CUDA_ARCH_LIST }}" | ||
cmake --build . --parallel --config ${{ matrix.cmake-build-type }} | ||
- name: Clean Compiler Cache | ||
shell: pwsh | ||
run: | | ||
ccache --show-stats | ||
ccache --evict-older-than 7d | ||
ccache -s | ||
ccache --show-stats |
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