Network model tuning method and device, electronic equipment and storage medium

• Main Authors: LENG MINGXIN, MENG ZEMIN, GUI XINZHE
• Format: Patent
• Language: Chinese; English
• Published: 28.06.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

The network model tuning method and device, the electronic equipment and the storage medium provided by the embodiment of the invention are applied to the technical field of information, and can obtain a pre-trained target network model and a quantized network model obtained after the target network model is quantized; sample data are obtained and input into the target network model for calculation, output results of all network layers in the target network model are obtained, and the output results of all the network layers in the target network model comprise a target output result output by the last layer; according to an output result of each network layer in the target network model, determining a drop point layer in the quantization network model; and correcting a target network layer corresponding to the drop point layer in each network layer of the target network model to obtain a corrected target network model. According to the method provided by the embodiment of the invention, the network model can