elungky's picture
Initial commit for new Space - pre-built Docker image
28451f7
## -------------------
## Constants
## -------------------
# Dictionary of known cuda versions and thier download URLS, which do not follow a consistent pattern :(
$CUDA_KNOWN_URLS = @{
"8.0.44" = "http://developer.nvidia.com/compute/cuda/8.0/Prod/network_installers/cuda_8.0.44_win10_network-exe";
"8.0.61" = "http://developer.nvidia.com/compute/cuda/8.0/Prod2/network_installers/cuda_8.0.61_win10_network-exe";
"9.0.176" = "http://developer.nvidia.com/compute/cuda/9.0/Prod/network_installers/cuda_9.0.176_win10_network-exe";
"9.1.85" = "http://developer.nvidia.com/compute/cuda/9.1/Prod/network_installers/cuda_9.1.85_win10_network";
"9.2.148" = "http://developer.nvidia.com/compute/cuda/9.2/Prod2/network_installers2/cuda_9.2.148_win10_network";
"10.0.130" = "http://developer.nvidia.com/compute/cuda/10.0/Prod/network_installers/cuda_10.0.130_win10_network";
"10.1.105" = "http://developer.nvidia.com/compute/cuda/10.1/Prod/network_installers/cuda_10.1.105_win10_network.exe";
"10.1.168" = "http://developer.nvidia.com/compute/cuda/10.1/Prod/network_installers/cuda_10.1.168_win10_network.exe";
"10.1.243" = "http://developer.download.nvidia.com/compute/cuda/10.1/Prod/network_installers/cuda_10.1.243_win10_network.exe";
"10.2.89" = "http://developer.download.nvidia.com/compute/cuda/10.2/Prod/network_installers/cuda_10.2.89_win10_network.exe";
"11.0.1" = "http://developer.download.nvidia.com/compute/cuda/11.0.1/network_installers/cuda_11.0.1_win10_network.exe";
"11.0.2" = "http://developer.download.nvidia.com/compute/cuda/11.0.2/network_installers/cuda_11.0.2_win10_network.exe";
"11.0.3" = "http://developer.download.nvidia.com/compute/cuda/11.0.3/network_installers/cuda_11.0.3_win10_network.exe";
"11.1.0" = "https://developer.download.nvidia.com/compute/cuda/11.1.0/network_installers/cuda_11.1.0_win10_network.exe";
"11.1.1" = "https://developer.download.nvidia.com/compute/cuda/11.1.1/network_installers/cuda_11.1.1_win10_network.exe";
"11.2.0" = "https://developer.download.nvidia.com/compute/cuda/11.2.0/network_installers/cuda_11.2.0_win10_network.exe";
"11.2.1" = "https://developer.download.nvidia.com/compute/cuda/11.2.1/network_installers/cuda_11.2.1_win10_network.exe";
"11.2.2" = "https://developer.download.nvidia.com/compute/cuda/11.2.2/network_installers/cuda_11.2.2_win10_network.exe";
"11.3.0" = "https://developer.download.nvidia.com/compute/cuda/11.3.0/network_installers/cuda_11.3.0_win10_network.exe";
"11.3.1" = "https://developer.download.nvidia.com/compute/cuda/11.3.1/network_installers/cuda_11.3.1_win10_network.exe";
"11.5.0" = "https://developer.download.nvidia.com/compute/cuda/11.5.0/network_installers/cuda_11.5.0_win10_network.exe";
"11.5.1" = "https://developer.download.nvidia.com/compute/cuda/11.5.1/network_installers/cuda_11.5.1_windows_network.exe"
}
# @todo - change this to be based on _MSC_VER intead, or invert it to be CUDA keyed instead?
$VISUAL_STUDIO_MIN_CUDA = @{
"2019" = "10.1";
"2017" = "10.0"; # Depends on which version of 2017! 9.0 to 10.0 depending on version
"2015" = "8.0"; # might support older, unsure.
}
# cuda_runtime.h is in nvcc <= 10.2, but cudart >= 11.0
# @todo - make this easier to vary per CUDA version.
$CUDA_PACKAGES_IN = @(
"nvcc";
"visual_studio_integration";
"cublas_dev";
"curand_dev";
"nvrtc_dev";
"cudart";
)
## -------------------
## Select CUDA version
## -------------------
# Get the cuda version from the environment as env:cuda.
$CUDA_VERSION_FULL = $env:cuda
# Make sure CUDA_VERSION_FULL is set and valid, otherwise error.
# Validate CUDA version, extracting components via regex
$cuda_ver_matched = $CUDA_VERSION_FULL -match "^(?<major>[1-9][0-9]*)\.(?<minor>[0-9]+)\.(?<patch>[0-9]+)$"
if(-not $cuda_ver_matched){
Write-Output "Invalid CUDA version specified, <major>.<minor>.<patch> required. '$CUDA_VERSION_FULL'."
exit 1
}
$CUDA_MAJOR=$Matches.major
$CUDA_MINOR=$Matches.minor
$CUDA_PATCH=$Matches.patch
## ---------------------------
## Visual studio support check
## ---------------------------
# Exit if visual studio is too new for the cuda version.
$VISUAL_STUDIO = $env:visual_studio.trim()
if ($VISUAL_STUDIO.length -ge 4) {
$VISUAL_STUDIO_YEAR = $VISUAL_STUDIO.Substring($VISUAL_STUDIO.Length-4)
if ($VISUAL_STUDIO_YEAR.length -eq 4 -and $VISUAL_STUDIO_MIN_CUDA.containsKey($VISUAL_STUDIO_YEAR)){
$MINIMUM_CUDA_VERSION = $VISUAL_STUDIO_MIN_CUDA[$VISUAL_STUDIO_YEAR]
if ([version]$CUDA_VERSION_FULL -lt [version]$MINIMUM_CUDA_VERSION) {
Write-Output "Error: Visual Studio $($VISUAL_STUDIO_YEAR) requires CUDA >= $($MINIMUM_CUDA_VERSION)"
exit 1
}
}
} else {
Write-Output "Warning: Unknown Visual Studio Version. CUDA version may be insufficient."
}
## ------------------------------------------------
## Select CUDA packages to install from environment
## ------------------------------------------------
$CUDA_PACKAGES = ""
# for CUDA >= 11 cudart is a required package.
# if([version]$CUDA_VERSION_FULL -ge [version]"11.0") {
# if(-not $CUDA_PACKAGES_IN -contains "cudart") {
# $CUDA_PACKAGES_IN += 'cudart'
# }
# }
Foreach ($package in $CUDA_PACKAGES_IN) {
# Make sure the correct package name is used for nvcc.
if($package -eq "nvcc" -and [version]$CUDA_VERSION_FULL -lt [version]"9.1"){
$package="compiler"
} elseif($package -eq "compiler" -and [version]$CUDA_VERSION_FULL -ge [version]"9.1") {
$package="nvcc"
}
$CUDA_PACKAGES += " $($package)_$($CUDA_MAJOR).$($CUDA_MINOR)"
}
echo "$($CUDA_PACKAGES)"
## -----------------
## Prepare download
## -----------------
# Select the download link if known, otherwise have a guess.
$CUDA_REPO_PKG_REMOTE=""
if($CUDA_KNOWN_URLS.containsKey($CUDA_VERSION_FULL)){
$CUDA_REPO_PKG_REMOTE=$CUDA_KNOWN_URLS[$CUDA_VERSION_FULL]
} else{
# Guess what the url is given the most recent pattern (at the time of writing, 10.1)
Write-Output "note: URL for CUDA ${$CUDA_VERSION_FULL} not known, estimating."
$CUDA_REPO_PKG_REMOTE="http://developer.download.nvidia.com/compute/cuda/$($CUDA_MAJOR).$($CUDA_MINOR)/Prod/network_installers/cuda_$($CUDA_VERSION_FULL)_win10_network.exe"
}
$CUDA_REPO_PKG_LOCAL="cuda_$($CUDA_VERSION_FULL)_win10_network.exe"
## ------------
## Install CUDA
## ------------
# Get CUDA network installer
Write-Output "Downloading CUDA Network Installer for $($CUDA_VERSION_FULL) from: $($CUDA_REPO_PKG_REMOTE)"
Invoke-WebRequest $CUDA_REPO_PKG_REMOTE -OutFile $CUDA_REPO_PKG_LOCAL | Out-Null
if(Test-Path -Path $CUDA_REPO_PKG_LOCAL){
Write-Output "Downloading Complete"
} else {
Write-Output "Error: Failed to download $($CUDA_REPO_PKG_LOCAL) from $($CUDA_REPO_PKG_REMOTE)"
exit 1
}
# Invoke silent install of CUDA (via network installer)
Write-Output "Installing CUDA $($CUDA_VERSION_FULL). Subpackages $($CUDA_PACKAGES)"
Start-Process -Wait -FilePath .\"$($CUDA_REPO_PKG_LOCAL)" -ArgumentList "-s $($CUDA_PACKAGES)"
# Check the return status of the CUDA installer.
if (!$?) {
Write-Output "Error: CUDA installer reported error. $($LASTEXITCODE)"
exit 1
}
# Store the CUDA_PATH in the environment for the current session, to be forwarded in the action.
$CUDA_PATH = "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v$($CUDA_MAJOR).$($CUDA_MINOR)"
$CUDA_PATH_VX_Y = "CUDA_PATH_V$($CUDA_MAJOR)_$($CUDA_MINOR)"
# Set environmental variables in this session
$env:CUDA_PATH = "$($CUDA_PATH)"
$env:CUDA_PATH_VX_Y = "$($CUDA_PATH_VX_Y)"
Write-Output "CUDA_PATH $($CUDA_PATH)"
Write-Output "CUDA_PATH_VX_Y $($CUDA_PATH_VX_Y)"
# PATH needs updating elsewhere, anything in here won't persist.
# Append $CUDA_PATH/bin to path.
# Set CUDA_PATH as an environmental variable
# If executing on github actions, emit the appropriate echo statements to update environment variables
if (Test-Path "env:GITHUB_ACTIONS") {
# Set paths for subsequent steps, using $env:CUDA_PATH
echo "Adding CUDA to CUDA_PATH, CUDA_PATH_X_Y and PATH"
echo "CUDA_PATH=$env:CUDA_PATH" | Out-File -FilePath $env:GITHUB_ENV -Encoding utf8 -Append
echo "$env:CUDA_PATH_VX_Y=$env:CUDA_PATH" | Out-File -FilePath $env:GITHUB_ENV -Encoding utf8 -Append
echo "$env:CUDA_PATH/bin" | Out-File -FilePath $env:GITHUB_PATH -Encoding utf8 -Append
}