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:
Oct. 24, 2017
Filed:
Jan. 06, 2017
Google Inc., Mountain View, CA (US);
Eli Bendersky, Sunnyvale, CA (US);
Robert Hundt, Oakland, CA (US);
Mark Heffernan, Mountain View, CA (US);
Jingyue Wu, Newark, CA (US);
Google Inc., Mountain View, CA (US);
Abstract
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating efficient compiled code. In an example method, a compilation system obtains an un-optimized computational graph comprising a plurality of nodes representing operations and directed edges representing data dependencies. The un-optimized computational graph is analyzed using pattern matching to determine fusable operations that can be fused together into a single fusion operation. The un-optimized computational graph is transformed into an optimized computational graph by replacing the nodes representing the fusable operations in the un-optimized computational graph with a fusion node representing the single fusion operation. The compilation system produces efficient code by translating the fusion node of the optimized computational graph as a call that performs the fused operations.