ELECTRONIC DEVICE, TERMINAL, AND OPERATING METHOD WITH NEURAL NETWORK LIGHTWEIGHTING

Abstract

An electronic device includes one or more processors configured to generate a plurality of candidate neural networks in which one or more nonlinear layers are excluded from a neural network including a plurality of segments, each of the plurality of segments including a nonlinear layer and a convolution layer, select one candidate neural network from the plurality of candidate neural networks based on an importance value and a latency value for a succession segment included in each of the plurality of candidate neural networks where convolution layers are successive, and generate a final neural network in which the successive convolution layers are merged in the selected candidate neural network.

CPC Classifications