I see. Glad that your GPU issues has been ironed out. But just to add my 2 cents on the higher pricing of Nvidia GPUs; one of the main reasons for that is due to Nvidia cards being not only good for gaming, but also for machine/deep learning. My current housemate is into that stuff, but recently...