Memory-Efficient Dataflow Inference for Deep CNNs on FPGA

Lucian Petrica, Tobias Alonso, Mairin Kroes +3

Custom dataflow Convolutional Neural Network (CNN) inference accelerators on FPGA are tailored to a specific CNN topology and store parameters in On-Chip Memory (OCM), resulting in…