Poseidon: A System Architecture for Efficient GPU-based Deep Learning on
Multiple Machines

Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines

19 December 2015

ArXiv (abs)PDF HTML

Papers citing "Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines"

13 / 13 papers shown

Title
Distributed Machine Learning via Sufficient Factor Broadcasting P. Xie Jin Kyu Kim Yi Zhou Qirong Ho Abhimanu Kumar Yaoliang Yu Eric Xing 50 27 0 26 Nov 2015
SparkNet: Training Deep Networks in Spark Philipp Moritz Robert Nishihara Ion Stoica Michael I. Jordan 113 171 0 19 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 471 43,357 0 11 Feb 2015
Fast Convolutional Nets With fbfft: A GPU Performance Evaluation Nicolas Vasilache Jeff Johnson Michaël Mathieu Soumith Chintala Serkan Piantino Yann LeCun 73 347 0 24 Dec 2014
High-Performance Distributed ML at Scale through Parameter Server Consistency Models Wei-Ming Dai Abhimanu Kumar Jinliang Wei Qirong Ho Garth A. Gibson Eric Xing 69 120 0 29 Oct 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 505 43,717 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,575 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,637 0 01 Sep 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 300 14,717 0 20 Jun 2014
One weird trick for parallelizing convolutional neural networks A. Krizhevsky GNN 103 1,303 0 23 Apr 2014
Multi-GPU Training of ConvNets Guillermo A. Castillo Keith Adams Yaniv Taigman Ayonga Hereid 93 101 0 20 Dec 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 704 31,571 0 16 Jan 2013
Building high-level features using large scale unsupervised learning Quoc V. Le MarcÁurelio Ranzato R. Monga M. Devin Kai Chen G. Corrado J. Dean A. Ng SSL OffRL CVBM 146 2,272 0 29 Dec 2011