公开(公告)号：US20230351207A1

公开(公告)日：2023-11-02

申请号：US18343879

申请日：2023-06-29

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Wen YAN ,  Chujie WANG ,  Yijun YU ,  Xietian HUANG

IPC: G06N3/098

CPC classification number: G06N3/098

Abstract: This application provides a model data sending method and an apparatus. The method can reduce an accuracy loss of model data, and includes: A first device determines second information based on first information, where the second information is used by a second device to quantize first model data, the first information includes an evaluation loss corresponding to a current round of training, the second information includes a quantization error threshold, and the first model data is model data that is after the current round of training; the first device sends the second information to the second device; and the first device receives a first message sent by the second device, where the first message includes quantized first model data and first quantization configuration information.

公开(公告)号：US20230224752A1

公开(公告)日：2023-07-13

申请号：US18188205

申请日：2023-03-22

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Xietian HUANG ,  Dongrun QIN ,  Chujie WANG ,  Yang XIN

IPC: H04W24/10

CPC classification number: H04W24/10

Abstract: Embodiments of this application provide a communication method, apparatus. One example method includes: a first data analytics network element receive a first request from a sec data analytics network element, wherein the first request carries an analytics type identifier and second model requirement information, and the first request requests information of a model that corresponds to the analytics type identifier and meets the second model requirement information. The second data analytics network element receives the information of the model from the first data analytics network element.

公开(公告)号：US20240080788A1

公开(公告)日：2024-03-07

申请号：US18308086

申请日：2023-04-27

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Chujie WANG ,  Dongrun QIN ,  Shuigen YANG ,  Wen YAN ,  Xietian HUANG

IPC: H04W60/00 ,  H04W28/06

CPC classification number: H04W60/00 ,  H04W28/06

Abstract: This application provides a method and a related communication apparatus applicable to the communication field. In the method, a network device receives a first notification message sent by a terminal device, where the first notification message indicates that the terminal device has completed training on a target model, and the first notification message includes a model name corresponding to the target model. The network device then determines policy information based on the uplink channel state information of the terminal device; and sends a lightweight indication message to the terminal device.