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:
Sep. 05, 2023

Filed:

Feb. 21, 2020
Applicant:

Texas Instruments Incorporated, Dallas, TX (US);

Inventors:

Kumar Desappan, Bengaluru, IN;

Mihir Narendra Mody, Bengaluru, IN;

Pramod Kumar Swami, Bengaluru, IN;

Anshu Jain, Bengaluru, IN;

Rishabh Garg, Patiala, IN;

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 12/00 (2006.01); G06N 3/063 (2023.01); G06T 1/60 (2006.01); G06F 12/0804 (2016.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 12/0804 (2013.01); G06N 3/08 (2013.01); G06T 1/60 (2013.01);
Abstract

Techniques including receiving a first set of values for processing by a machine learning (ML) network, storing a first portion of the first set of values in an on-chip memory, processing the first portion of the first set of values in a first layer of the ML network to generate a second portion of a second set of values, overwriting the stored first portion with the generated second portion, processing the second portion in a second layer of the ML network to generate a third portion of a third set of values, storing the third portion, repeating the steps of storing the first portion, processing the first portion, overwriting the stored first portion, processing the second portion, and storing the third portion for a fourth portion of the first set of values until all portions of the first set of values are processed to generate the third set of values.


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