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@inproceedings{DBLP:conf/sc/AwanSP17,
  author       = {Ammar Ahmad Awan and
                  Hari Subramoni and
                  Dhabaleswar K. Panda},
  title        = {An In-depth Performance Characterization of {CPU-} and GPU-based {DNN}
                  Training on Modern Architectures},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {8:1--8:8},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146356},
  doi          = {10.1145/3146347.3146356},
  timestamp    = {Thu, 10 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/AwanSP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/CongKGSZ17,
  author       = {Guojing Cong and
                  Brian Kingsbury and
                  Soumyadip Gosh and
                  George Saon and
                  Fan Zhou},
  title        = {Accelerating deep neural network learning for speech recognition on
                  a cluster of GPUs},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {3:1--3:8},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146351},
  doi          = {10.1145/3146347.3146351},
  timestamp    = {Tue, 13 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/CongKGSZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/GuptaK17,
  author       = {Saurabh Gupta and
                  Vineet Khare},
  title        = {BlazingText: Scaling and Accelerating Word2Vec using Multiple GPUs},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {6:1--6:5},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146354},
  doi          = {10.1145/3146347.3146354},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/GuptaK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/JacobsDPE17,
  author       = {Sam Ade Jacobs and
                  Nikoli Dryden and
                  Roger A. Pearce and
                  Brian Van Essen},
  title        = {Towards Scalable Parallel Training of Deep Neural Networks},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {5:1--5:9},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146353},
  doi          = {10.1145/3146347.3146353},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/JacobsDPE17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/JohnstonYHPW17,
  author       = {J. Travis Johnston and
                  Steven R. Young and
                  David Hughes and
                  Robert M. Patton and
                  Devin White},
  title        = {Optimizing Convolutional Neural Networks for Cloud Detection},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {4:1--4:9},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146352},
  doi          = {10.1145/3146347.3146352},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/JohnstonYHPW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/LiDJ17,
  author       = {Zhenyu Li and
                  James Davis and
                  Stephen A. Jarvis},
  title        = {An Efficient Task-based All-Reduce for Machine Learning Applications},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {2:1--2:8},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146350},
  doi          = {10.1145/3146347.3146350},
  timestamp    = {Wed, 19 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/LiDJ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/LorochPWK17,
  author       = {Dominik Marek Loroch and
                  Franz{-}Josef Pfreundt and
                  Norbert Wehn and
                  Janis Keuper},
  title        = {TensorQuant: {A} Simulation Toolbox for Deep Neural Network Quantization},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {1:1--1:8},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146348},
  doi          = {10.1145/3146347.3146348},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/LorochPWK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/SvyatkovskiyKT17,
  author       = {Alexey Svyatkovskiy and
                  Julian Kates{-}Harbeck and
                  William Tang},
  title        = {Training distributed deep recurrent neural networks with mixed precision
                  on {GPU} clusters},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {10:1--10:8},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146358},
  doi          = {10.1145/3146347.3146358},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/SvyatkovskiyKT17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/YoungRJHKPPPM17,
  author       = {Steven R. Young and
                  Derek C. Rose and
                  J. Travis Johnston and
                  William T. Heller and
                  Thomas P. Karnowski and
                  Thomas E. Potok and
                  Robert M. Patton and
                  Gabriel N. Perdue and
                  Jonathan A. Miller},
  title        = {Evolving Deep Networks Using {HPC}},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {7:1--7:7},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146355},
  doi          = {10.1145/3146347.3146355},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/YoungRJHKPPPM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/ZhengSL17,
  author       = {Weijian Zheng and
                  Fengguang Song and
                  Lan Lin},
  title        = {Designing a Synchronization-reducing Clustering Method on Manycores:
                  Some Issues and Improvements},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {9:1--9:8},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146357},
  doi          = {10.1145/3146347.3146357},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/ZhengSL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/sc/2017mlhpc,
  title        = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347},
  doi          = {10.1145/3146347},
  isbn         = {978-1-4503-5137-9},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/2017mlhpc.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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