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Confidential Machine Learning within Graphcore IPUs



Kapil Vaswani , Stavros Volos , Cédric Fournet , Antonio Nino Diaz , Ken Gordon , Balaji Vembu , Sam Webster , David Chisnall , Saurabh Kulkarni , Graham Cunningham , Richard Osborne , Dan Wilkinson


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AMPNet: Asynchronous Model-Parallel Training for Dynamic Neural Networks



Alexander L. Gaunt , Matthew A. Johnson , Maik Riechert , Daniel Tarlow , Ryota Tomioka , Dimitrios Vytiniotis , Sam Webster

* 17 pages, 13 figures 

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