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.
Patent No.:
Date of Patent:
Nov. 04, 2025
Filed:
Jun. 07, 2021
Google Llc, Mountain View, CA (US);
Yanqi Zhou, Sunnyvale, CA (US);
Sudip Roy, Sunnyvale, CA (US);
Amirali Abdolrashidi, Riverside, CA (US);
Daniel Lin-Kit Wong, Pittsburgh, PA (US);
Chao Ma, Mountain View, CA (US);
Qiumin Xu, Santa Clara, CA (US);
Hanxiao Liu, Santa Clara, CA (US);
Phitchaya Mangpo Phothilimthana, Mountain View, CA (US);
Shen Wang, Sunnyvale, CA (US);
Anna Darling Goldie, San Francisco, CA (US);
Azalia Mirhoseini, Mountain View, CA (US);
James Laudon, Madison, WI (US);
Google LLC, Mountain View, CA (US);
Abstract
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for compiler optimizations using a compiler optimization network. One of the methods includes receiving an input program, wherein the input program defines a graph of operation modules, wherein each node in the graph is a respective operation module, and each edge between nodes in the graph represents one operation module receiving the output generated by another operation module. The input program is processed by a compiler optimization network comprising a graph-embedding network that is configured to encode operation features and operation dependencies of the operation modules of the input program into a graph embedding representation and a policy network that is configured to generate an optimization action for each of one or more nodes encoded in the graph embedding representation. The compiler optimization network generates an output optimization plan comprising one or more optimization actions for the input program.