21 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.LG2019
Detecting Deep Neural Network Defects with Data Flow Analysis
Jiazhen Gu, Huanlin Xu, Yangfan Zhou +3
Deep neural networks (DNNs) are shown to be promising solutions in many challenging artificial intelligence tasks. However, it is very hard to figure out whether the low precision…
cs.SE2017★ 21 cited
DeepProf: Performance Analysis for Deep Learning Applications via Mining GPU Execution Patterns
Jiazhen Gu, Huan Liu, Yangfan Zhou +1
Deep learning applications are computation-intensive and often employ GPU as the underlying computing devices. Deep learning frameworks provide powerful programming interfaces, but…