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We show that the throughput\/watt is significantly higher than for a GPU, and project the performance when ported to an Arria 10 FPGA.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We describe the design of a convolutional neural network accelerator running on a Stratix V FPGA. The design runs at three times the throughput of previous FPGA CNN accelerator designs. 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