Method and apparatus for constructing network structure optimizer, and computer-readable storage medium

An electronic device, comprising:

• a memory, configured to store executable instructions;
• and
• a processor, configured to perform, when executing the executable instructions stored in the memory, a plurality of operations including:
• performing feature extraction on a network structure of an image recognition neural network by using a network structure optimizer, to obtain feature information corresponding to the network structure;
• predicting the feature information by using the network structure optimizer, to determine a plurality of optimization manners for the network structure;
• updating the network structure of the image recognition neural network according to the optimization manners for the network structure, to obtain an optimized network structure of the image recognition neural network;
• and
• determining an image recognition performance parameter of the optimized network structure of the image recognition neural network, and updating a parameter of the network structure optimizer according to the image recognition performance parameter, the updated network structure optimizer being configured to optimize the network structure of the image recognition neural network.

A non-transitory computer-readable storage medium, storing executable instructions, when executed by a processor of an electronic device, configured to cause the electronic device to perform a plurality of operations including:

• performing feature extraction on a network structure of an image recognition neural network by using a network structure optimizer, to obtain feature information corresponding to the network structure;
• predicting the feature information by using the network structure optimizer, to determine a plurality of optimization manners for the network structure;
• updating the network structure of the image recognition neural network according to the optimization manners for the network structure, to obtain an optimized network structure of the image recognition neural network;
• and
• determining an image recognition performance parameter of the optimized network structure of the image recognition neural network, and updating a parameter of the network structure optimizer according to the image recognition performance parameter, the updated network structure optimizer being configured to optimize the network structure of the image recognition neural network.