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:
Aug. 13, 2024
Filed:
Nov. 04, 2020
Perceive Corporation, San Jose, CA (US);
Eric A. Sather, Palo Alto, CA (US);
Steven L. Teig, Menlo Park, CA (US);
PERCEIVE CORPORATION, San Jose, CA (US);
Abstract
Some embodiments provide a method for training parameters of a network. the method receives a machine-trained (MT) network with multiple layers of computation nodes. Each computation node of a set of the layers computes an output value based on a set of input values and a set of trained weight values. A first layer of the MT network includes a first number of filters. The method replaces the first layer with (i) a second layer having a second number of filters that is less than the first number of filters and (ii) a third layer having the first number of filters. Output values of computation nodes of the second layer are quantized and the third layer using the quantized output values of the second layer as input values.