fans max speed

The computer can boot fine most of the time but will randomly crash and gpu fans will go max speed. I feel like the gpu is faulty.Some things to note is some weird blue lines and white flickering sometimes appearing on boot. As of now I have tried: DDU old graphics driver and got new one...