Nvidia-smi outputs no devices were detected in Ubuntu 20.04 + RTX3060 + driver 515

The nvidia driver doesn’t like your board.
NVRM: GPU 0000:01:00.0: RmInitAdapter failed! (0x26:0x56:1429)
Driver 460, 470.54-470.82 should work. Don’t know whether using the open source kernel modules of 515 work.