most citedCPR: Understanding and Improving Failure Tolerant Training for Deep Learning Recommendation with Partial Recovery

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cs.DC2020

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

Maxim Naumov, John Kim, Dheevatsa Mudigere +12

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, video and…