OPTIMIZING NEURAL NETWORK ARCHITECTURES

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for optimizing neural network architectures. One of the methods includes receiving training data; determining, using the training data, an optimized neural network architecture for performing the machi...

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Bibliographic Details
Main Authors DEAN JEFFREY ADGATE, MOORE SHERRY, REAL ESTEBAN ALBERTO, BREUEL THOMAS
Format Patent
LanguageChinese
English
Published 22.10.2019
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Summary:Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for optimizing neural network architectures. One of the methods includes receiving training data; determining, using the training data, an optimized neural network architecture for performing the machine learning task; and determining trained values of parameters of a neural network having the optimized neural network architecture. 方法、系统和装置，包括在计算机存储介质上编码的计算机程序，用于优化神经网络架构。一种方法包括：接收训练数据；使用训练数据确定用于执行机器学习任务的优化的神经网络架构；以及确定具有优化的神经网络架构的神经网络的参数的训练的值。
Bibliography:Application Number: CN201880013643