Evolutionary Bin Packing for Memory-Efficient Dataflow Inference Acceleration on FPGA

Mairin Kroes, Lucian Petrica, Sorin Cotofana +1

Convolutional neural network (CNN) dataflow inference accelerators implemented in Field Programmable Gate Arrays (FPGAs) have demonstrated increased energy efficiency and lower lat…