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:
May. 05, 2026

Filed:

Jan. 30, 2024
Applicant:

Moreh Corp., Seoul, KR;

Inventors:

Gangwon Jo, Seoul, KR;

Jungho Park, Seoul, KR;

Assignee:

MOREH CORP., Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/41 (2018.01); G06F 11/14 (2006.01); G06F 11/20 (2006.01); G06F 11/30 (2006.01);
U.S. Cl.
CPC ...
G06F 8/45 (2013.01); G06F 8/443 (2013.01); G06F 11/1407 (2013.01); G06F 11/143 (2013.01); G06F 11/1438 (2013.01); G06F 11/2025 (2013.01); G06F 11/2028 (2013.01); G06F 11/203 (2013.01); G06F 11/302 (2013.01);
Abstract

A method for pipeline parallelism compiling is provided, which is executed by one or more processors, and includes receiving a source program associated with training of a machine learning model, determining, based on the source program, a plurality of operation groups including operations executed on training data of the machine learning model, generating a plurality of micro-batches from the training data, and determining, for each of the plurality of micro-batches, a plurality of operation sets corresponding to the plurality of operation groups.


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