swdnn: A library for accelerating deep learning applications on sunway taihulight
To explore the potential of training complex deep neural networks (DNNs) on other
commercial chips rather than GPUs, we report our work on swDNN, which is a highly-
efficient library for accelerating deep learning applications on the newly announced world-
leading supercomputer, Sunway TaihuLight. Targeting SW26010 processor, we derive a
performance model that guides us in the process of identifying the most suitable approach
for mapping the convolutional neural networks (CNNs) onto the 260 cores within the chip. By …
commercial chips rather than GPUs, we report our work on swDNN, which is a highly-
efficient library for accelerating deep learning applications on the newly announced world-
leading supercomputer, Sunway TaihuLight. Targeting SW26010 processor, we derive a
performance model that guides us in the process of identifying the most suitable approach
for mapping the convolutional neural networks (CNNs) onto the 260 cores within the chip. By …
[CITATION][C] swDNN: Alibraryfor acceleratingdeeplearningapplicationsonsunwaytaihulight
FH FangJ - … DistributedProcessingSymposium. Orlando, USA, 2017
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