DeepProf: Performance Analysis for Deep Learning Applications via Mining GPU Execution Patterns.

Jiazhen Gu Huan Liu Yangfan Zhou Xin Wang

Published in: CoRR (2017)

Keyphrases

deep learning
frequent patterns
sequential patterns
unsupervised learning
unsupervised feature learning
knowledge discovery
mental models
weakly supervised
itemsets
restricted boltzmann machine
high dimensional
higher order
natural images
deep architectures