Huawei Technologies Co., Limited

Wei Wei

Jianle Chen

Jiafeng Zhu

Congqi Li

Lei Lan

Wei Wang

Ronggang He

Jie Shen

Jingjing Zhang

A first aspect relates to a computer-implemented method for performing model compression. The method includes compressing a machine learning (ML) network model comprising a multiple layer structure to produce a compressed ML network model. The compressed ML network model maintains the multiple layer structure of the ML network model. The method generates a model file for the compressed ML network model. The model file includes the compressed ML network model and decoding information for enabling the ML network model to be decompressed and executed layer-by-layer.

Machine learning network model compression

Growing community of inventors

Plano, TX, United States of America

Wei Wei