Without wanted to go even further, increase memory on size need be followed or simply need hardware behind it.. Cache size and speed , register, etc etc. We have see many GPU's with 2x the amount of ram, as 4gb instead of 2gb initially where performance is not increased for a simple reason, the hardware behind it will not properly use this amount of GDDR.