Article Directory
Correspondence between tensorflow versions and CUDA version Cudnn
Install CUDA
download
Download link:
https://developer.nvidia.com/cuda-downloads
There are two installation types, one is local installation, the other is online installation. If the network is not very good, local installation is recommended.
Installation process
①First double-click to run the downloaded exe file, and then select the installation path.
②Choose to agree and continue
③Choose simplified installation (provided that you don’t know how to choose)
④The installation process, you need to wait a while
⑤Choose the next step
⑥Choose whether to create a shortcut, and click Close
Configure environment variables
Check if there are two environment variables
in the figure below. Add the following path to the path variable (the path is added according to your own installation path)
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\bin
Verify the installation is successful (win+R, enter cmd, enter the command line)
Install cuDNN
download
Download link:
https://developer.nvidia.com/rdp/cudnn-download
说明：
Web page download requires a registered account, if there is no need to register, log
in directly. In the download list, select the file you need
Installation process
Decompress the downloaded compressed package and copy the decompressed file to the corresponding CUDA installation path
| cuDNN unzip file | CUDA installation path |
|---|---|
| D:\cudnn-11.2-windows-x64-v8.1.1.33\cuda\bin | C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\bin |
| D:\cudnn-11.2-windows-x64-v8.1.1.33\cuda\include | C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include |
| D:\cudnn-11.2-windows-x64-v8.1.1.33\cuda\lib\x64 | C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\lib\x64 |
Add environment variables
C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\lib\x64
The installation is complete
Reference link
Win10 installs CUDA10 and cuDNN
https://blog.csdn.net/FriendshipTang/article/details/113573114