Nvidia-smi gets 'No device were found' on Ubuntu22.04, RTX3090, with recommended 530 nvidia-driver

I’m stucking with nvidia-driver installation. My system version is Ubuntu 22.04. I installed the recommended nvidia-driver-530, but when I running nvidia-smi, I got ‘No devices were found’. I’m sure I’ve properly installed the driver.
Firstly using the following codes to uninstall previous driver:

sudo apt-get --purge remove "*cublas*" "cuda*"
sudo apt-get --purge remove "*nvidia*"
sudo apt autoremove

and then install the recommend driver:

sudo apt-get install nvidia-driver-530

And I can see the nvidia card using lspci | grep -i nvidia.

I run nvidia-bug-report.sh, and this is my bug report.
nvidia-bug-report.log (2.3 MB)

I cannot find the reason, please help me!

It’s a known issue with the bios of your mainboard. Please contact Neousys to get a bios update.