Was it already overclocked? If not, then you would have to do that manually yourself. Most video cards nowadays are "factory overclocked". And yes, make sure the power connector is in, some cards make a noise if it is not in, while some do not as they run off the motherboards power. If the problem continues, then you can always call up the place where you bought it from for tech assistance. Good luck.
