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Communication Profiling and Characterization of Deep Learning Workloads on Clusters with High-Performance Interconnects.
Ammar Ahmad Awan
Arpan Jain
Ching-Hsiang Chu
Hari Subramoni
Dhabaleswar K. Panda
Published in:
Hot Interconnects (2019)
Keyphrases
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deep learning
clustering algorithm
machine learning
unsupervised learning
unsupervised feature learning
mental models
restricted boltzmann machine
deep architectures
deep belief networks
weakly supervised
data sets
training data
viewpoint
supervised learning