Yes, FPGA can help, as can GPU. The real problem tends to be the (CPU to other thing and back again) latency, not the how fast can the other thing do the compu

Yes, FPGA can help, as can GPU. The real problem tends to be the (CPU to other thing and back again) latency, not the how fast can the other thing do the computation.