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:
Sep. 03, 2024
Filed:
Oct. 01, 2020
Google Llc, Mountain View, CA (US);
Xianzhi Du, Mountain View, CA (US);
Yin Cui, Mountain View, CA (US);
Tsung-Yi Lin, Sunnyvale, CA (US);
Quoc V. Le, Sunnyvale, CA (US);
Pengchong Jin, Mountain View, CA (US);
Mingxing Tan, Newark, CA (US);
Golnaz Ghiasi, Mountain View, CA (US);
Xiaodan Song, Mountain View, CA (US);
GOOGLE LLC, Mountain View, CA (US);
Abstract
A computer-implemented method of generating scale-permuted models can generate models having improved accuracy and reduced evaluation computational requirements. The method can include defining, by a computing system including one or more computing devices, a search space including a plurality of candidate permutations of a plurality of candidate feature blocks, each of the plurality of candidate feature blocks having a respective scale. The method can include performing, by the computing system, a plurality of search iterations by a search algorithm to select a scale-permuted model from the search space, the scale-permuted model based at least in part on a candidate permutation of the plurality of candidate permutations.