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Yangqing Jia
Researcher at Facebook
Publications - 61
Citations - 93683
Yangqing Jia is an academic researcher from Facebook. The author has contributed to research in topics: Deep learning & Image segmentation. The author has an hindex of 37, co-authored 61 publications receiving 78214 citations. Previous affiliations of Yangqing Jia include Tsinghua University & Google.
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Characterizing Deep Learning Training Workloads on Alibaba-PAI
TL;DR: In this paper, the authors characterize deep learning training workloads from Platform of Artificial Intelligence (PAI) in Alibaba and establish an analytical framework to investigate detailed execution time breakdown of various workloads using different training architectures, to identify performance bottleneck.