BriefGPT.xyz
Dec, 2013
通过FFT快速训练卷积神经网络
Fast Training of Convolutional Networks through FFTs
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Michael Mathieu, Mikael Henaff, Yann LeCun
TL;DR
本文提出了一种使用Fourier变换和GPU架构,加速卷积网络的训练和推理的算法,并在现有技术的基础上取得了数量级上的改善。
Abstract
convolutional networks
are one of the most widely employed architectures in computer vision and machine learning. In order to leverage their ability to learn complex functions, large amounts of data are required for
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