Low Precision Constant Parameter CNN on FPGA

Thiam Khean Hah, Yeong Tat Liew, Jason Ong

We report FPGA implementation results of low precision CNN convolution layers optimized for sparse and constant parameters. We describe techniques that amortizes the cost of common…