Regarding DNN inference FPGA can provide low latency AND higher throughput than GPUS. If you want to compare apples-to-apples, we have done a comparison with r

Regarding DNN inference FPGA can provide low latency AND higher throughput than GPUS. If you want to compare apples-to-apples, we have done a comparison with realistic (and not synthetic) data regarding the performance of GPUs and FPGAs. https://medium.com/@inaccel/faster-inference-real-benchmarks-on-gpus-and-fpgas-fa3df04d51d7 https://medium.com/@inaccel/faster-inference-real-benchmarks...