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The massively parallel computation capability has made GPGPUs a promising platform for convolutional neural networks (CNNs). In this paper, we present HppCnn, a CNN library achieves both the high performance and portability on GPGPUs. In HppCnn, we propose a novel three-step approach to implement convolutional kernels using Nvidia cuBLAS efficiently. To overcome limitations of our three-step approach,...
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