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:
May. 09, 2023

Filed:

Oct. 10, 2019
Applicants:

Baidu Usa Llc, Sunnyvale, CA (US);

Kunlunxin Technology (Beijing) Company Limited, Beijing, CN;

Inventors:

Yueqiang Cheng, Sunnyvale, CA (US);

Yong Liu, Sunnyvale, CA (US);

Assignees:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/10 (2019.01); G06F 21/16 (2013.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06N 20/10 (2019.01); G06F 21/16 (2013.01); G06N 5/02 (2013.01); G06F 2221/0733 (2013.01);
Abstract

In one embodiment, a computer-implemented method performed by a data processing (DP) accelerator, the method includes receiving, at the DP accelerator, first data representing a set of training data from a host processor and performing training of an artificial intelligence (AI) model based on the set of training data within the DP accelerator. The method further includes implanting, by the DP accelerator, a watermark within the trained AI model and transmitting second data representing the trained AI model having the watermark implanted therein to the host processor. In an embodiment, the method further includes receiving a pre-trained machine learning model; and performing training for the pre-trained AI model based on the set of training data within the DP accelerator.


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