Abstract: The present document relates to a method and an apparatus for generating a neural network. The method for generating a neural network according to the present document includes: training a plurality of neural networks for a plurality of performance parameters to obtain a plurality of parameter values for each performance parameter; training a plurality of neural network predictors based on the parameter values and the neural networks; and determining a target neural network using trained neural network predictors. According to the technique for generating a neural network herein, automatic searching for a network structure satisfying a preset constraint is enabled in a search space of network structures.