Cheetah: Mixed Low-Precision Hardware & Software Co-Design Framework for DNNs on the Edge

Hamed F. Langroudi, Zachariah Carmichael, David Pastuch +1

Low-precision DNNs have been extensively explored in order to reduce the size of DNN models for edge devices. Recently, the posit numerical format has shown promise for DNN data re…