Single Server Multi-GPU Training of ConvNets

Omry Yadan, Keith Adams, Yaniv Taigman, Marc’Aurelio Ranzato
Facebook AI Group
arXiv:1312.5853 [cs.LG], (20 Dec 2013)


   author={Yadan}, O. and {Adams}, K. and {Taigman}, Y. and {Ranzato}, M.},

   title={"{Single Server Multi-GPU Training of ConvNets}"},

   journal={ArXiv e-prints},




   keywords={Computer Science – Learning, Computer Science – Neural and Evolutionary Computing},




   adsnote={Provided by the SAO/NASA Astrophysics Data System}


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In this work we evaluate different approaches to parallelize computation of convolutional neural networks across several GPUs within the same server.
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