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A Topology-Aware Performance Prediction Model for Distributed Deep Learning on GPU Clusters.
Zheyu Lin
Xukun Chen
Hanyu Zhao
Yunteng Luan
Zhi Yang
Yafei Dai
Published in:
IEEE BigData (2020)
Keyphrases
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prediction model
deep learning
regression model
unsupervised learning
unsupervised feature learning
neural network
machine learning
stepwise regression
exponential smoothing
multiscale
natural language processing
high dimensional
supervised learning
document clustering
mental models
deep architectures