Enabling Nvidia persistence mode keeps the NVIDIA character device files open.
My summary of the options for using NFS and a GPU on Proxmox
Getting your NVIDIA GPU working in Proxmox and shared within an LXC.
What to do if you get a "denied access" to your homepage.dev