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SOL: Effortless Device Support for AI Frameworks without Source Code Changes

Mar 24, 2020
Nicolas Weber, Felipe Huici

* HPML Workshop 2020 

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BrainSlug: Transparent Acceleration of Deep Learning Through Depth-First Parallelism

Apr 23, 2018
Nicolas Weber, Florian Schmidt, Mathias Niepert, Felipe Huici

* Technical Report, 13 pages 

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Representation Learning for Resource Usage Prediction

Feb 02, 2018
Florian Schmidt, Mathias Niepert, Felipe Huici

* 3 pages, 2 figures, SysML 2018 

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Net2Vec: Deep Learning for the Network

May 10, 2017
Roberto Gonzalez, Filipe Manco, Alberto Garcia-Duran, Jose Mendes, Felipe Huici, Saverio Niccolini, Mathias Niepert


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