Rethinking Numerical Representations for Deep Neural Networks

Parker Hill, Babak Zamirai, Shengshuo Lu +9

With ever-increasing computational demand for deep learning, it is critical to investigate the implications of the numeric representation and precision of DNN model weights and act…