If you are going to burn 7 digits and you decide to go GPU be sure to get in touch with some GPU developers. If there are game developers around odds are they can get you in touch with someone doing GPU stuff. I'm not following development those days but I'm still inclined to believe some algos hold surprises. With your budget you can probably get someone really badass.