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:
Aug. 06, 2019
Filed:
Oct. 22, 2015
Qualcomm Incorporated, San Diego, CA (US);
Dexu Lin, San Diego, CA (US);
Venkata Sreekanta Reddy Annapureddy, San Diego, CA (US);
David Edward Howard, San Diego, CA (US);
David Jonathan Julian, San Diego, CA (US);
Somdeb Majumdar, Mission Viejo, CA (US);
William Richard Bell, II, Carlsbad, CA (US);
QUALCOMM Incorporated, San Diego, CA (US);
Abstract
A method of quantizing a floating point machine learning network to obtain a fixed point machine learning network using a quantizer may include selecting at least one moment of an input distribution of the floating point machine learning network. The method may also include determining quantizer parameters for quantizing values of the floating point machine learning network based at least in part on the at least one selected moment of the input distribution of the floating point machine learning network to obtain corresponding values of the fixed point machine learning network.