Channel and filter parallelism for large-scale CNN training
Author:
Affiliation:
1. University of Illinois at Urbana-Champaign and Lawrence Livermore National Laboratory
2. Lawrence Livermore National Laboratory
3. University of Illinois at Urbana-Champaign
Funder
LDRD
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3295500.3356207
Reference63 articles.
1. Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia RafalJozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/ Martín Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Greg S. Corrado Andy Davis Jeffrey Dean Matthieu Devin Sanjay Ghemawat Ian Goodfellow Andrew Harp Geoffrey Irving Michael Isard Yangqing Jia RafalJozefowicz Lukasz Kaiser Manjunath Kudlur Josh Levenberg Dandelion Mané Rajat Monga Sherry Moore Derek Murray Chris Olah Mike Schuster Jonathon Shlens Benoit Steiner Ilya Sutskever Kunal Talwar Paul Tucker Vincent Vanhoucke Vijay Vasudevan Fernanda Viégas Oriol Vinyals Pete Warden Martin Wattenberg Martin Wicke Yuan Yu and Xiaoqiang Zheng. 2015. TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems. https://www.tensorflow.org/
2. Corinne Ancourt Fabien Coelho François Irigoin and Ronan Keryell. 1997. A linear algebra framework for static High Performance Fortran code distribution. Scientific Programming 6 1 (1997). Corinne Ancourt Fabien Coelho François Irigoin and Ronan Keryell. 1997. A linear algebra framework for static High Performance Fortran code distribution. Scientific Programming 6 1 (1997).
3. Machine Learning Systems are Stuck in a Rut
4. A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning
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