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:
Sep. 15, 2026
Filed:
Feb. 02, 2021
Applicant:
Kwai Inc., Palo Alto, CA (US);
Inventors:
Assignee:
BEIJING TRANSTREAMS TECHNOLOGY CO. LTD., Beijing, CN;
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 18/21 (2023.01); G06F 18/211 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 18/211 (2023.01); G06F 18/217 (2023.01);
Abstract
Systems and methods are provided for quantization aware training of a neural network for heterogeneous hardware platform. In the method, the system acquires hardware profiles with respect to a plurality of hardware components of a heterogeneous hardware platform. The system determines a plurality of hardware configurations based on the hardware profiles. The system acquires a set of training data and performing a quantization aware training using the training data on a network model based on the hardware configurations. The system obtains the network model with model weights for the heterogeneous hardware platform.