Use tensorman. It's way cleaner than nvidia-docker, and isn't made by a company hostile to Linux to boot.

Tensorman is trash. It’s an equivalent of an afterschool project that supports one person’s specific workflow and can’t possibly support any of the ways that we use nvidia-docker. This all just goes to show your distro cannot be trusted by developers.