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. 28, 2021

Filed:

Jun. 26, 2018
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Oleksandr Polozov, Redmond, WA (US);

Sumit Gulwani, Sammamish, WA (US);

Prateek Jain, Bangalore, IN;

Ashwin Kalyan Vijayakumar, Bangalore, IN;

Abhishek Mohta, Kolkata, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/33 (2018.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06F 8/35 (2018.01); G06F 8/30 (2018.01);
U.S. Cl.
CPC ...
G06F 8/33 (2013.01); G06F 8/30 (2013.01); G06F 8/35 (2013.01); G06N 3/0427 (2013.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01);
Abstract

Systems, methods, and computer-executable instructions for guiding program synthesis includes receiving a specification that includes an input and output example. Programs are synthesized that meet the specification. During synthesizing each of the programs includes branching decisions. Each branching decision includes a plurality of paths. Synthesizing the programs comprises includes selecting a first score model, for a first branching decision. Each of the programs is scored using the first score model. The paths of the first branching decision are pared based on the score. One the paths is selected. A synthesized program that meets the specification is returned. The synthesized program includes the one of the paths.


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