Parallel Evolutionary Optimization for Neuromorphic Network Training
Schuman, Catherine D., Disney, Adam, Singh, Susheela P., Bruer, Grant, Mitchell, J. Parker, Klibisz, Aleksander, Plank, James S.
Published in 2016 2nd Workshop on Machine Learning in HPC Environments (MLHPC) (01.11.2016)
Published in 2016 2nd Workshop on Machine Learning in HPC Environments (MLHPC) (01.11.2016)
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Conference Proceeding
Practical Efficiency of Asynchronous Stochastic Gradient Descent
Bhardwaj, Onkar, Guojing Cong
Published in 2016 2nd Workshop on Machine Learning in HPC Environments (MLHPC) (01.11.2016)
Published in 2016 2nd Workshop on Machine Learning in HPC Environments (MLHPC) (01.11.2016)
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Conference Proceeding
A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers
Potok, Thomas E., Schuman, Catherine D., Young, Steven R., Patton, Robert M., Spedalieri, Federico, Liu, Jeremy, Yao, Ke-Thia, Rose, Garrett, Chakma, Gangotree
Published in 2016 2nd Workshop on Machine Learning in HPC Environments (MLHPC) (01.11.2016)
Published in 2016 2nd Workshop on Machine Learning in HPC Environments (MLHPC) (01.11.2016)
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Conference Proceeding
Communication Quantization for Data-Parallel Training of Deep Neural Networks
Dryden, Nikoli, Moon, Tim, Jacobs, Sam Ade, Van Essen, Brian
Published in 2016 2nd Workshop on Machine Learning in HPC Environments (MLHPC) (01.11.2016)
Published in 2016 2nd Workshop on Machine Learning in HPC Environments (MLHPC) (01.11.2016)
Get full text
Conference Proceeding