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Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time.

Sunwoo LeeQiao KangSandeep MadireddyPrasanna BalaprakashAnkit AgrawalAlok N. ChoudharyRichard ArchibaldWei-keng Liao
Published in: IEEE BigData (2019)
Keyphrases
  • batch size
  • batch mode
  • batch processing
  • training set
  • single item
  • active learning
  • supervised learning
  • training process
  • poisson process
  • bayesian networks
  • objective function
  • cost function
  • online learning