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:
Jul. 06, 2021
Filed:
Sep. 12, 2017
Applicant:
Intel Corporation, Santa Clara, CA (US);
Inventors:
Yonatan Glesner, Kfar Haro'e, IL;
Gal Novik, Haifa, IL;
Dmitri Vainbrand, Sunnyvale, CA (US);
Gal Leibovich, Kiryat Yam, IL;
Assignee:
INTEL CORPORATION, Santa Clara, CA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06F 3/06 (2006.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06F 3/0608 (2013.01); G06F 3/0644 (2013.01); G06F 3/0673 (2013.01);
Abstract
Methods and apparatus relating to techniques for incremental network quantization. In an example, an apparatus comprises logic, at least partially comprising hardware logic to determine a plurality of weights for a layer of a convolutional neural network (CNN) comprising a plurality of kernels; organize the plurality of weights into a plurality of clusters for the plurality of kernels; and apply a K-means compression algorithm to each of the plurality of clusters. Other embodiments are also disclosed and claimed.