A tile-fusion method for accelerating Winograd convolutions
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DOI: 10.1016/j.neucom.2021.06.003
Abstract: Abstract Compared with fast convolution methods such as im2col and the fast Fourier transform, Winograd-based convolution, which has been widely applied to accelerate convolutional neural networks (CNNs), can provide high performance with smaller filters. Although… read more here.
Keywords: fusion method; convolution; tile fusion; method ... See more keywords