公开(公告)号：US20210342696A1

公开(公告)日：2021-11-04

申请号：US17376722

申请日：2021-07-15

Applicant: Huawei Technologies Co., Ltd.

Inventor： Xiaolong Bai ,  Pengfei Li ,  Zhenyu Zhang

IPC: G06N3/08 ,  G06N3/04

Abstract: A deep learning model training method includes generating N first gradient sets in a back propagation (BP) calculation in a jth iteration of N deep learning models, adjusting a communication sequence of gradients included in each of the first gradient sets to obtain an adjusted communication sequence, and sending, according to the adjusted communication sequence, the gradients included in each of the N first gradient sets to the parameter storage space.

公开(公告)号：US11089634B2

公开(公告)日：2021-08-10

申请号：US16728935

申请日：2019-12-27

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Jing Tu ,  Bin Jian ,  Pengfei Li

IPC: H04W4/00 ,  H04W74/08

Abstract: A random access method, base station, and terminal, where a base station detects a first preamble value, and generates at least two random access response messages based on the first preamble value. At least one random access response message includes a second preamble value, and at least one random access response message includes a third preamble value, where the second preamble value is the same as the first preamble value, and the third preamble value is a preamble value obtained after the base station adds a preset accumulation number to the first preamble value. The base station then sends the at least two random access response messages to a terminal.

公开(公告)号：US11229059B2

公开(公告)日：2022-01-18

申请号：US16727514

申请日：2019-12-26

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Bin Jian ,  Pengfei Li

IPC: H04W74/08 ,  H04L27/26 ,  H04W72/04 ,  H04W72/12 ,  H04W74/00

Abstract: Embodiments of this application disclose a random access method. A base station determines that a detected first preamble value is a preamble value from a target terminal. The base station calculates a preamble offset and a time offset of the target terminal. The base station generates at least two random access response messages, where at least one of the at least two random access response messages includes a second preamble value and a second timing advance TA value, and at least one of the at least two random access response messages includes a third preamble value and a third TA value. The base station sends the at least two random access response messages to the target terminal.