Have you tried the gpu's in a friends computer to rule out its not your machine? Or do you run an overclock on it, in that case reset it to stock and try several times with that.
Might be a faulty card if its giving you a black screen, sometimes you just are unlucky!
Might be a faulty card if its giving you a black screen, sometimes you just are unlucky!