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.

Date of Patent:
Oct. 22, 2024

Filed:

Oct. 12, 2020
Applicant:

Black Sesame International Holding Limited, Santa Clara, CA (US);

Inventors:

Zheng Qi, Cupertino, CA (US);

Qun Gu, San Jose, CA (US);

Zheng Li, Cupertino, CA (US);

Chenghao Zhang, Sunnyvale, CA (US);

Tian Zhou, San Mateo, CA (US);

Zuoguan Wang, Los Gatos, CA (US);

Assignee:

Black Sesame Technologies Inc., San Jose, CA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 7/499 (2006.01); G06F 5/01 (2006.01); G06F 17/15 (2006.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06F 5/01 (2013.01); G06F 7/49936 (2013.01); G06F 17/15 (2013.01); G06F 2207/4824 (2013.01);
Abstract

An example fused convolutional layer, comprising, a comparator capable of reception of a first zero point and a multiply-accumulation result, a first multiplexer coupled to the comparator, wherein the first multiplexer receives a plurality of power-of-two exponent values, a shift normalizer, coupled to the first multiplexer, wherein the shift normalizer is capable of receiving the multiply-accumulation result and the plurality of power-of-two exponent values, wherein the shift normalizer limits a quantization of the multiply-accumulation result to a power-of-two scale and a second multiplexer coupled to an output of the shift normalizer, the first multiplexer and receives a second zero point and outputs an activation.


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