公开(公告)号：US12299565B2

公开(公告)日：2025-05-13

申请号：US17135793

申请日：2020-12-28

Applicant: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE

Inventor： Chao-Hung Chen ,  Ming-Chun Hsyu ,  Chien-Chih Huang ,  Wen-Pin Hsu ,  Chun-Te Yu

IPC: G06N3/08 ,  G06F7/50 ,  G06F7/523 ,  G06F18/21

Abstract: A data processing method used in neural network computing is provided. During a training phase of a neural network model, a feedforward procedure based on a calibration data is performed to obtain distribution information of a feedforward result for at least one layer of the neural network model. During the training phase of the neural network model, a bit upper bound of a partial sum is generated based on the distribution information of the feedforward result. During an inference phase of the neural network model, a bit-number reducing process is performed on an original operation result of an input data and a weight for the neural network model according to the bit upper bound of the partial sum to obtain an adjusted operation result.

公开(公告)号：US10834202B2

公开(公告)日：2020-11-10

申请号：US16231449

申请日：2018-12-22

Applicant: Industrial Technology Research Institute

Inventor： Wei-Cheng Wang ,  Wen-Pin Hsu

IPC: G06F15/173 ,  H04L29/08 ,  H04W4/60 ,  H04L29/12 ,  H04W8/18

Abstract: A network service method includes: a core cloud server returns all running service identification information; a multi-access edge computing cloud server receives a service request from a terminal device; and the multi-access edge computing cloud server determines whether an application that corresponds to the service request exists in the multi-access edge computing cloud server, according to the service identification information reported by the core cloud server; after the multi-access edge computing cloud server integrates the current state with the application being run by the multi-access edge computing cloud server, the terminal device is directed to the multi-access edge computing cloud server, and the multi-access edge computing cloud server provides the application to the terminal device.