[FIXED] Tensorflow 2.8.0 library don't detect gpu on cuda 11.7

Issue

Earlier I was using cuda 11.8 and tensorflow, installed by pip install tensorfow[and-cuda], Everything was running fine, but Now I had to downgrade cuda to 11.7, can't change that, and tensorflow is not running correctly. I had to downgrade tensorflow to 2.8.0 and now it is not detecting and gpu. Please help.

Solution

On Tensorflow documentation build from source, you can check wich version of cuda you should be using and other cuda libraries. I found pretty convenient to install them via conda.

Dont hesitate if you need further details/explanations.

Answered By - L Maxime