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:
Apr. 29, 2025

Filed:

Jun. 25, 2021
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Yamini Nimmagadda, Portland, OR (US);

Mustafa Cavus, Hillsboro, OR (US);

Surya Siddharth Pemmaraju, Santa Clara, CA (US);

Srinivasa Manohar Karlapalem, Santa Clara, CA (US);

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2018.12); G06F 12/0811 (2015.12); G06N 5/04 (2022.12);
U.S. Cl.
CPC ...
G06N 20/00 (2018.12); G06F 12/0811 (2012.12); G06N 5/04 (2012.12);
Abstract

Systems, apparatuses and methods provide technology for model generation with intermediate stage caching and re-use, including generating, via a model pipeline, a multi-level set of intermediate stages for a model, caching each of the set of intermediate stages, and responsive to a change in the model pipeline, regenerating an executable for the model using a first one of the cached intermediate stages to bypass regeneration of at least one of the intermediate stages. The multi-level set of intermediate stages can correspond to a hierarchy of processing stages in the model pipeline, where using the first one of the cached intermediate stages results in bypassing regeneration of a corresponding intermediate stage and of all intermediate stages preceding the corresponding intermediate stage in the hierarchy. Further, regenerating an executable for the model can include regenerating one or more intermediate stages following the corresponding intermediate stage in the hierarchy.


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