DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers

As applications such as Apple Siri, Google Now, Microsoft Cortana, and Amazon Echo continue to gain traction, webservice companies are adopting large deep neural networks (DNN) for machine learning challenges such as image processing, speech recognition, natural language processing, among others. A...

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Vydané v:	Proceedings - International Symposium on Computer Architecture s. 27 - 40
Hlavní autori:	Hauswald, Johann, Kang, Yiping, Laurenzano, Michael A., Chen, Quan, Li, Cheng, Mudge, Trevor, Dreslinski, Ronald G., Mars, Jason, Tang, Lingjia
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 13.06.2015
Predmet:	Face Graphics processing units Libraries Neural networks Neurons Servers Throughput
ISSN:	1063-6897
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