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:
Jan. 19, 2021

Filed:

Oct. 19, 2018
Applicant:

Waymo Llc, Mountain View, CA (US);

Inventor:

Aleksandar Rumenov Gabrovski, Mountain View, CA (US);

Assignee:

Waymo LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/50 (2006.01); H04L 12/26 (2006.01); G06F 9/22 (2006.01); G06F 9/54 (2006.01); G06F 11/36 (2006.01); G06F 8/71 (2018.01); G06F 11/34 (2006.01); G06F 11/26 (2006.01); G06F 9/48 (2006.01); G06F 11/263 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3612 (2013.01); G06F 8/71 (2013.01); G06F 11/3616 (2013.01); G06F 11/3664 (2013.01); G06F 9/4843 (2013.01); G06F 11/261 (2013.01); G06F 11/263 (2013.01); G06F 11/3409 (2013.01); G06F 11/3433 (2013.01); G06F 11/3688 (2013.01);
Abstract

The disclosure relate to detecting performance regressions in software used to control autonomous vehicles. For instance, a simulation may be run using a first version of the software. While the simulation is running, CPU and memory usage by one or more functions of the first version of the software may be sampled. The sampled CPU and memory usage may be compared to CPU or memory usage by each of the one or more functions in a plurality of simulations each running a corresponding second version of the software. Based on the comparisons, an anomaly corresponding to a performance regression in the first version of the software relating to one of the one or more functions may be identified. In response to detecting the anomaly, the first version of the software and the one of the one or more functions may be flagged for review.


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