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:
Dec. 12, 2023
Filed:
Sep. 09, 2019
Applicant:
Google Llc, Mountain View, CA (US);
Inventors:
Giovanni Motta, San Jose, CA (US);
Francoise Beaufays, Mountain View, CA (US);
Petr Zadrazil, San Mateo, CA (US);
Assignee:
GOOGLE LLC, Mountain View, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H03M 7/00 (2006.01); H03M 7/30 (2006.01); G06F 7/483 (2006.01); G06F 7/74 (2006.01); G06N 3/10 (2006.01); H03M 7/24 (2006.01);
U.S. Cl.
CPC ...
H03M 7/30 (2013.01); G06F 7/483 (2013.01); G06F 7/74 (2013.01); G06N 3/10 (2013.01); H03M 7/24 (2013.01);
Abstract
Systems and methods for compression of data that exhibits mixed compressibility, such as floating-point data, are provided. As one example, aspects of the present disclosure can be used to compress floating-point data that represents the values of parameters of a machine-learned model. Therefore, aspects of the present disclosure can be used to compress machine-learned models (e.g., for reducing storage requirements associated with the model, reducing the bandwidth expended to transmit the model, etc.).