Here's an updated version of a classic work comparing the peak performance of 64 bit floating-point calculations between FPGAs and microprocessors.
I just heard from Dave Strenski from Cray Supercomputers that he (along with Prasanna Sundararajan and Ralph Wittig from Xilinx) recently released an updated version of their classic work on comparing the peak performance of 64 bit floating-point calculations between FPGAs and microprocessors.
The latest version of this paper was published a week or so ago on the HPCwire Website. The following is the intro from this paper, reproduced here with the kind permission of the edtor of HPCwire:
Three years ago an article was published in HPCwire showing a method for comparing the peak performance of 64 bit floating-point calculations between FPGAs and a microprocessor. The article showed that the theoretical peak performance of the Virtex-4 LX200 was about 50 percent better than the then-current dual-core processor.
A follow-up article in HPCwire in 2008 refined these calculations, adding more detail to account for placement and routing issues in the FPGAs and using the latest release of the floating-point cores from Xilinx. These refined calculations compared three Virtex-5 FPGA devices against the then current quad-core microprocessor.
That article showed that not only were the newer FPGAs faster than the quad-core processor, but that the gap in performance was getting larger.
In 2009, six-core microprocessors were released and Xilinx released several new Virtex-6 FPGA devices. Recalculating the performance of all these devices shows that this gap in performance between the FPGAs and microprocessors continues to grow….
Click Here to see the full article on HPCwire.