Fast Convolutional Nets With fbfft: A GPU Performance Evaluation

international conference on learning representations, 2015.

Cited by: 224|Bibtex|Views224
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

We examine the performance profile of Convolutional Neural Network training on the current generation of NVIDIA Graphics Processing Units. We introduce two new Fast Fourier Transform convolution implementations: one based on NVIDIA's cuFFT library, and another based on a Facebook authored FFT implementation, fbfft, that provides signifi...More

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