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Single-stage model training for neural architecture search

Grant US12596925B2 Kind: B2 Apr 07, 2026

Assignee

Google LLC

Inventors

Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Mintzer Bender, Pieter-Jan Kindermans, Mingxing Tan, Xiaodan Song, Ruoming Pang, Quoc V. Le

Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for selecting a neural network to perform a particular machine learning task while satisfying a set of constraints.

CPC Classifications

G06N 3/08 G06N 3/045 G06N 3/084 G06N 3/086 G06N 3/0985 G06N 3/082

Filing Date

2021-03-05

Application No.

17613773

Claims

20