SDAccel is aimed at building co-processors to accelerate functions such as encryption, search, speech recognition, and image recognition. The basic architecture has a board of UltraScale FPGAs that communicate with the server CPU cores via PCIe and have access to memory. Xilinx says this results in a 20-25X improvement in performance per watt compared to directly using the CPU or GPU and a 50-75X reduction in latency versus a pure software solution.
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