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.
AI classification
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.