METHOD AND APPARATUS FOR DETERMINING NEURAL NETWORK MODEL STRUCTURE, DEVICE, MEDIUM AND PRODUCT

Abstract

The embodiments of the present disclosure provide a neural network model structure determining method and apparatus, a device, a medium and a product. The neural network model structure determining method includes: determining, based on a preset neural network model architecture search algorithm, at least one candidate neural network model; predicting, based on a preset Central Processing Unit (CPU) utilization prediction model, a runtime CPU utilization for each candidate neural network model, so as to obtain a predicted value of CPU utilization; and determining, based on at least one predicted value of CPU utilization, a target neural network model structure among structures of the at least one candidate neural network model.

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