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Gluon: a communication-optimizing substrate for distributed heterogeneous graph analytics.

, , , , , , , and . PLDI, page 752-768. ACM, (2018)

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Large-scale training of deep neural networks. University of Illinois Urbana-Champaign, USA, (2019)Co-design Center for Exascale Machine Learning Technologies (ExaLearn)., , , , , , , , , and 37 other author(s). Int. J. High Perform. Comput. Appl., 35 (6): 598-616 (2021)Gluon: a communication-optimizing substrate for distributed heterogeneous graph analytics., , , , , , , and . PLDI, page 752-768. ACM, (2018)Neural Parameter Allocation Search., , , , and . ICLR, OpenReview.net, (2022)Towards Scalable Parallel Training of Deep Neural Networks., , , and . MLHPC@SC, page 5:1-5:9. ACM, (2017)Improving Strong-Scaling of CNN Training by Exploiting Finer-Grained Parallelism., , , , , and . IPDPS, page 210-220. IEEE, (2019)A data-centric optimization framework for machine learning., , , , , and . ICS, page 36:1-36:13. ACM, (2022)ENS-10: A Dataset For Post-Processing Ensemble Weather Forecasts., , , , , , , and . NeurIPS, (2022)Communication Quantization for Data-Parallel Training of Deep Neural Networks., , , and . MLHPC@SC, page 1-8. IEEE Computer Society, (2016)Neural Network Based Silent Error Detector., , , and . CLUSTER, page 168-178. IEEE Computer Society, (2018)