公开(公告)号：US11861498B2

公开(公告)日：2024-01-02

申请号：US17968688

申请日：2022-10-18

Applicant: BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.

Inventor： Guibin Wang ,  Shijun Cong ,  Hao Dong ,  Lei Jia

IPC: G06N3/08 ,  G06N3/04 ,  G06N3/045

CPC classification number: G06N3/08 ,  G06N3/045

Abstract: A method for compressing a neural network model includes acquiring a to-be-compressed neural network model. A first bit width, a second bit width and a target thinning rate corresponding to the to-be-compressed neural network model are determined. A target value is obtained according to the first bit width, the second bit width and the target thinning rate. Then the to-be-compressed neural network model is compressed using the target value, the first bit width and the second bit width to obtain a compression result of the to-be-compressed neural network model.