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PowerShell Script to setup tensorflow gpu on Windows 10
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<# | |
Script to setup gpu support for tensorflow on Windows 10 | |
Author: Yehang Han | |
#> | |
Clear-Host | |
# 1. Install Microsoft Visual C++ Compiler | |
Write-Host "Installing Microsoft Visual C++ Compiler" -ForegroundColor Green | |
if (Get-Module -ListAvailable -Name VSSetup) { | |
#Write-Host "Module VSSetup exists" | |
} | |
else { | |
#Write-Host "Module VSSetup does not exist" | |
Install-Module -Name VSSetup | |
} | |
if (Get-VSSetupInstance -All | Select-VSSetupInstance -Require 'Microsoft.VisualStudio.Workload.NativeDesktop' -Latest) { | |
Write-Host "Microsoft Visual C++ Compiler exists, skipping..." -ForegroundColor Green | |
} | |
else { | |
Write-Host "Microsoft Visual C++ Compiler not exist" -ForegroundColor Green -BackgroundColor White | |
Invoke-Webrequest -uri "https://download.visualstudio.microsoft.com/download/pr/9fcc1f0c-c63f-4424-bc46-7351a59fba06/1ed7863dc633c57c42a88c5cef907048/vs_community.exe" -OutFile vs_community.exe | |
Start-Process -NoNewWindow -FilePath "vs_community.exe" -ArgumentList "--layout c:\vslayout","--add Microsoft.VisualStudio.Workload.NativeDesktop","--includeRecommended", "--lang en-US" | |
Start-Process -NoNewWindow -FilePath "c:\vslayout\vs_community.exe" -ArgumentList "--noweb", "--add Microsoft.VisualStudio.Workload.NativeDesktop","--includeOptional" | |
} | |
# 2. Install CUDA Toolkit | |
Write-Host "Installing CUDA Toolkit" -ForegroundColor Green | |
if(!(Test-Path "cuda.exe")){ | |
Invoke-Webrequest -uri "http://developer.download.nvidia.com/compute/cuda/10.1/Prod/local_installers/cuda_10.1.243_426.00_win10.exe" -OutFile cuda.exe | |
}else{ | |
Start-Process -NoNewWindow -FilePath "cuda.exe" -ArgumentList "-s" -ErrorAction Stop | |
} | |
# 3. Install cuDNN | |
Write-Host "Installing cuDNN" -ForegroundColor Green | |
if(!(Test-Path "cudnn.zip")){ | |
Invoke-Webrequest -uri "http://download1491.mediafire.com/8glofqtxelzg/47vmj62ysaytdps/cudnn-10.1-windows10-x64-v7.6.5.32.zip -OutFile cudnn.zip | |
}else{ | |
If (Test-Path "cudnn") | |
{ | |
Remove-Item "cudnn" -Recurse | |
} | |
Expand-Archive -Path cudnn.Zip -DestinationPath cudnn -ErrorAction Stop | |
# Back up cudnn folders | |
Compress-Archive -Path "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\bin\*" bin_bak.zip | |
Compress-Archive -Path "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\include\*" include_bak.zip | |
Compress-Archive -Path "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\lib\x64\*" lib_x64_bak.zip | |
Copy-Item .\cudnn\cuda\bin\*.dll "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\bin" | |
Copy-Item .\cudnn\cuda\include\*.h "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\include" | |
Copy-Item .\cudnn\cuda\lib\x64\*.lib "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1\lib\x64" | |
} | |
# 4. Install TensorFlow· |
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