It’s been a year since https://www.docker.com/blog/wsl-2-gpu-support-is-here/ on Docker Desktop. At that time, it was necessary to take part in the Windows Insider program, use Beta CUDA drivers, and use a Docker Desktop tech preview build.
Last, the GPU support has been merged in Docker Desktop (in fact since version 3.1).