Deep learning training in facebook data centers: Design of scale-up and scale-out systems

M Naumov, J Kim, D Mudigere, S Sridharan… - arXiv preprint arXiv …, 2020 - arxiv.org
Large-scale training is important to ensure high performance and accuracy of machine-
learning models. At Facebook we use many different models, including computer vision …

[PDF][PDF] Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems

M Naumov, J Kim, D Mudigere, S Sridharan, X Wang… - researchgate.net
Large-scale training is important to ensure high performance and accuracy of machine-
learning models. At Facebook we use many different models, including computer vision …

Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems

M Naumov, J Kim, D Mudigere, S Sridharan… - arXiv e …, 2020 - ui.adsabs.harvard.edu
Large-scale training is important to ensure high performance and accuracy of machine-
learning models. At Facebook we use many different models, including computer vision …