699 citations · 816 across the 5 of their papers we have counts for
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cs.DC2017★ 1 cited
What does fault tolerant Deep Learning need from MPI?
Vinay Amatya, Abhinav Vishnu, Charles Siegel +1
Deep Learning (DL) algorithms have become the de facto Machine Learning (ML) algorithm for large scale data analysis. DL algorithms are computationally expensive - even distributed…
cs.DC2017★ 3 cited
User-transparent Distributed TensorFlow
Abhinav Vishnu, Joseph Manzano, Charles Siegel +1
Deep Learning (DL) algorithms have become the {\em de facto} choice for data analysis. Several DL implementations -- primarily limited to a single compute node -- such as Caffe, Te…