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Taming unbalanced training workloads in deep learning with partial collective operations.
Shigang Li
Tal Ben-Nun
Salvatore Di Girolamo
Dan Alistarh
Torsten Hoefler
Published in:
PPoPP (2020)
Keyphrases
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deep learning
deep architectures
restricted boltzmann machine
unsupervised learning
machine learning
deep belief networks
unsupervised feature learning
mental models
supervised learning
weakly supervised
training samples
data sets
high dimensional
data warehouse
training examples