Neural Network Training Method, Neural Network Training Apparatus and Electronic Device

Patent №

US 11,645,537

Granted

2023-05-09

Filed 2020

Owner

BEIJING HORIZON ROBOTICS TECHNOLOGY RESEARCH AND DEVELOPMENT CO., LTD.

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16746887

Disclosed are a neural network training method, a neural network training device and an electronic device. The neural network training method includes: training a first neural network to be trained by using sample data; determining an indicator parameter of the first neural network in a current training process; determining an update manner corresponding to a preset condition if the indicator parameter meets the preset condition; and updating a parameter of a batch normalization layer in the first neural network based on the update manner. In this way, sparsing of a feature map output by a neural network is implemented, thereby reducing an amount of data to be transmitted and improving computation speed of a chip.

Machine learningNatural languageVisionAI hardwareG06N 3/084G06N 3/045G06N 3/0464G06N 3/0495G06N 3/09G06N 20/20

AI classification

Machine learning1.00
AI hardware1.00
Vision1.00
Natural language0.56
Knowledge representation0.02
Planning0.02
Evolutionary computation0.00
Speech0.00

Ownership

BEIJING HORIZON ROBOTICS TECHNOLOGY RESEARCH AND DEVELOPMENT CO., LTD.

assignment · 515510812

Assignors

LI, ZHICHAO, GAO, YUSHU, GENG, YIFENG, LUO, HENG

On an employer assignment, the assignors are typically the inventors.

From the same owner

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