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:
Mar. 28, 2023
Filed:
Mar. 05, 2020
Applicant:
Ambarella International Lp, Santa Clara, CA (US);
Inventor:
Malhar Palkar, Cupertino, CA (US);
Assignee:
Ambarella International LP, Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/82 (2022.01); G06V 20/52 (2022.01); G06N 3/08 (2023.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/04 (2013.01); G06V 10/82 (2022.01); G06V 20/52 (2022.01); G06T 2207/20084 (2013.01); G06T 2207/30232 (2013.01);
Abstract
A method of generating a quantized neural network comprises (i) receiving a neural network model, (ii) modifying the neural network model by quantizing input of at least convolution layers of the neural network model, and (iii) training the modified neural network model using a dataset that is representative of one or more desired inferences.