Training Ray/RLlib with basic guide under WSL2 error

Hi, I’m trying WSL2 on Windows11 with latest driver and cuda for Ray/RLlib training follow the basic guide: GitHub - ray-project/rl-experiments: Keeping track of RL experiments . Of course also need to prepare pip install ray[rllib], tensorflow-gpu==2.8.2, etc… as installation guide, and then it said the GPU resource not found error:

Error: No available node types can fulfill resource request {‘GPU’: 1.0}. Add suitable node types to this cluster to resolve this issue.

The script running well on my Ubuntu 20.04 computer but failed on cuda wsl2, anybody got idea to fix this? Thanks!