Adding this confuguration to host help me :

# Configure Docker to use the NVIDIA runtime
sudo nvidia-ctk runtime configure --runtime=docker
# Restart the Docker daemon to apply the changes
sudo systemctl restart docker

Check nvidia appears in runtimes

docker info | grep Runtimes

You sould get somthing like this:

 Runtimes: runc io.containerd.runc.v2 nvidia