The issue with CUDNN during deployment of the stable-diffusion-webui on a server and its corresponding solution are as follows:

[JimmyToluene]

Welcome to my blog!

1.problems:

cd ~
cd stable-diffusion-webui/
./webui.sh --share
#出现了以下的报错信息
#Some error occurs,and the program can not running
........................................
Could not load library libcudnn_cnn_infer.so.8. Error: libcuda.so: cannot open shared object file: No such file or directory
Please make sure libcudnn_cnn_infer.so.8 is in your library path!
Aborted

#解决方案:
#Solutions:
sudo ln -s /lib/x86_64-linux-gnu/libcuda.so.1 /usr/lib/libcuda.so
echo 'export LD_LIBRARY_PATH=/usr/lib:$LD_LIBRARY_PATH' >> ~/.bashrc
cd stable-diffusion-webui/
./webui.sh --share

#程序可以正常运行

2.analysis of this problem

https://discuss.pytorch.org/t/libcudnn-cnn-infer-so-8-library-can-not-found/164661

There is a compatibility issue between this program and the latest versions of CUDA12.1 and CUDNN8.8.1, which causes CUDA to fail to find the correct .so file at runtime.

I tried to find this error message on the Pytorch official website and found a similar but slightly different problem:

https://discuss.pytorch.org/t/libcudnn-cnn-infer-so-8-library-can-not-found/164661