METHOD FOR STURCTURE LEARNING AND MODEL COMPRESSION FOR DEEP NEURAL NETWROK

摘要

The present invention relates to a deep neural network structure learning and weight reduction method. A deep neural network structure learning and weight reduction method according to an embodiment of the present invention includes the steps of (a) generating a parameter for a neural network model, (b) generating an objective function corresponding to the neural network model based on the parameter, and (c) ) based on the training data and the objective function, performing training on parameters and performing model learning.