[breck]

Burned by the same problem. A while ago I switched to never doing any DL without using a conda environment.

[andyonthewings]

At work I do DL projects in separated containers with the nvidia docker runtime. That means I can use any combination of cuda/ubuntu/python versions independent of the host system or other projects.

[breck]

I’ve tried that as well but often ran into driver issues. Conda has seemed to work better for me.