Nonlinear Operations

UNO: Virtualizing and Unifying Nonlinear Operations for Emerging Neural Networks

Linear multiply-accumulate (MAC) operations have been the main focus of prior efforts in improving the energy efficiency of neural network inference due to their dominant contribution to energy consumption in traditional models. On the other hand, …