@article{JMLR:v20:18-789,
  author  = {Christopher J. Shallue and Jaehoon Lee and Joseph Antognini and Jascha Sohl-Dickstein and Roy Frostig and George E. Dahl},
  title   = {Measuring the Effects of Data Parallelism on Neural Network Training},
  journal = {Journal of Machine Learning Research},
  year    = {2019},
  volume  = {20},
  number  = {112},
  pages   = {1--49},
  url     = {http://jmlr.org/papers/v20/18-789.html}
}