公开(公告)号：US20190317815A1

公开(公告)日：2019-10-17

申请号：US16472251

申请日：2017-12-21

Applicant: ZTE CORPORATION

Inventor： Wei ZHANG ,  Fan WANG ,  Minchao LIANG ,  Jinqing YU ,  He ZHANG

IPC: G06F9/50 ,  G06F1/10

Abstract: Provided is a communication apparatus and a base station. The apparatus includes a clock management resource pool and a power management resource pool, and further includes at least one of: a baseband resource pool, a general-purpose computing resource pool, or a network exchange processing resource pool. The baseband resource pool includes at least one baseband processing unit, the general-purpose computing resource pool includes at least one computing unit, the clock management resource pool includes at least one clock management unit, the network exchange processing resource pool includes at least one network exchange processing unit, and the power management resource pool includes at least one power management unit.

公开(公告)号：US20210390398A1

公开(公告)日：2021-12-16

申请号：US17286545

申请日：2019-09-27

Applicant: ZTE Corporation

Inventor： Jinqing YU ,  Minchao LIANG ,  Shengnan YAN ,  Jie LIU

IPC: G06N3/08 ,  G06N3/063 ,  G06N3/04 ,  G06K9/62

Abstract: Provided are a data processing method and device, and a computer-readable storage medium. The data processing method includes: acquiring at least one type of weights and feature data corresponding to each type of the weights; acquiring, according to the at least one type of weights, a classification feature corresponding to each type of the weights; performing calculation according to the at least one type of weights and the feature data corresponding to each type of the weights to obtain a first processing result corresponding to each type of the weights; and performing calculation according to the classification feature and the first processing result corresponding to each type of the weights corresponding to each type of the weights to obtain a second processing result.

公开(公告)号：US20210350205A1

公开(公告)日：2021-11-11

申请号：US17278379

申请日：2019-09-19

Applicant: ZTE Corporation

Inventor： Shengnan YAN ,  Fan WANG ,  Jinqing YU ,  Jianping ZHU

IPC: G06N3/04

Abstract: A convolution processing method and apparatus for a convolutional neural network, and a storage medium are provided. The method includes that: weight values in a sub convolution kernel in the convolutional neural network are classified; for each of the weight values, an indicator storing a corresponding operation to be executed on data and an address representing the weight value are generated according to a classification result of the corresponding weight value; corresponding to-be-processed data is acquired according to the address of the weight value; and a convolution operation is executed on the to-be-processed data according to the indicator to obtain a convolution result.