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:
Feb. 06, 2024

Filed:

Nov. 30, 2022
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Abhisek Kundu, Bangalore, IN;

Naveen Mellempudi, Bangalore, IN;

Dheevatsa Mudigere, Bangalore, IN;

Dipankar Das, Pune, IN;

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 5/04 (2023.01); G06T 15/00 (2011.01); G06F 9/46 (2006.01); G06N 3/063 (2023.01); G06N 3/084 (2023.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06T 17/20 (2006.01); G06T 15/80 (2011.01); G06T 17/10 (2006.01); G06T 15/04 (2011.01); G06V 10/94 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 9/46 (2013.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/063 (2013.01); G06N 3/084 (2013.01); G06N 5/04 (2013.01); G06T 15/005 (2013.01); G06T 15/04 (2013.01); G06T 15/80 (2013.01); G06T 17/10 (2013.01); G06T 17/20 (2013.01); G06V 10/94 (2022.01);
Abstract

One embodiment provides for a computer-readable medium storing instructions that cause one or more processors to perform operations comprising determining a per-layer scale factor to apply to tensor data associated with layers of a neural network model and converting the tensor data to converted tensor data. The tensor data may be converted from a floating point datatype to a second datatype that is an 8-bit datatype. The instructions further cause the one or more processors to generate an output tensor based on the converted tensor data and the per-layer scale factor.


Find Patent Forward Citations

Loading…