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:

Dec. 08, 2020
Applicant:

Sony Interactive Entertainment Inc., Tokyo, JP;

Inventors:

Fabio Cappello, London, GB;

Gregory James Bedwell, London, GB;

Daryl Cooper, San Jose, CA (US);

Timothy Edward Bradley, London, GB;

Guy Moss, London, GB;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/41 (2018.01); G06N 20/00 (2019.01); G06F 8/30 (2018.01); G06F 11/30 (2006.01); G06F 11/34 (2006.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06F 8/443 (2013.01); G06F 8/30 (2013.01); G06F 8/4441 (2013.01); G06F 11/302 (2013.01); G06F 11/3447 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

A data processing apparatus adapted to output recommendation information for modifying source code, includes: compiler circuitry to compile the source code and to output compiled code for the source code, processing circuitry to execute the compiled code, profile circuitry to monitor the execution of the compiled code by the processing circuitry and to generate profile information for the execution of the compiled code, the profile information including one or more statistical properties for the execution of the compiled code, and recommendation circuitry to output the recommendation information for the source code, the recommendation circuitry including a machine learning model to receive at least a portion of the profile information and trained to output the recommendation information for the source code in dependence upon one or more of the statistical properties, in which the recommendation information is indicative of one or more editing instructions for modifying the source code.


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