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:
Nov. 07, 2023

Filed:

Nov. 27, 2019
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Animesh Jain, Sunnyvale, CA (US);

Tobias Joseph Kastulus Edler von Koch, Austin, TX (US);

Yizhi Liu, Fremont, CA (US);

Taemin Kim, Portland, OR (US);

Jindrich Zejda, Saratoga, CA (US);

Yida Wang, Palo Alto, CA (US);

Vinod Sharma, Menlo Park, CA (US);

Richard John Heaton, San Jose, CA (US);

Randy Renfu Huang, Morgan Hill, CA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2023.01); G06F 9/30 (2018.01); G06F 9/54 (2006.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 9/30007 (2013.01); G06F 9/545 (2013.01);
Abstract

A method of generating executable instructions for a computing system is provided. The method comprises: receiving a first set of instructions including a kernel of a first operator and a kernel of a second operator, the kernel of the first operator including instructions of the first operator and write instructions to a virtual data node, the kernel of the second operator including instructions of the second operator and read instructions to the virtual data node; determining, based on a mapping between the write instructions and read instructions, instructions of data transfer operations between the first operator and the second operator; and generating a second set of instructions representing a fused operator of the first operator and the second operator, the second set of instructions including the instructions of the first operator, the instructions of the second operator, and the instructions of the data transfer operations.


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