The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 27, 2026
Filed:
Sep. 22, 2022
Wistron Corporation, New Taipei City, TW;
Jiun-In Guo, Hsinchu, TW;
PO-Yuan Chen, New Taipei City, TW;
Wistron Corporation, New Taipei City, TW;
Abstract
An optimizing method and a computing apparatus for a deep learning network and a computer-readable storage medium are provided. In the method, a value distribution is obtained from a pre-trained model. One or more breaking points in a range of the value distribution are determined. Quantization is performed on a part of values of a parameter type in a first section among multiple sections using a first quantization parameter and the other part of values of the parameter type in a second section among the sections using a second quantization parameter. The value distribution is a statistical distribution of values of the parameter type in the deep learning network. The range is divided into the sections by one or more breaking points. The first quantization parameter is different from the second quantization parameter. Accordingly, accuracy drop can be reduced.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile