49 citations · 53 across the 2 of their papers we have counts for
2 papers
cs.DC2017★ 4 cited
PowerAI DDL
Minsik Cho, Ulrich Finkler, Sameer Kumar +3
As deep neural networks become more complex and input datasets grow larger, it can take days or even weeks to train a deep neural network to the desired accuracy. Therefore, distri…
cs.LG2017★ 49 cited
MEC: Memory-efficient Convolution for Deep Neural Network
Minsik Cho, Daniel Brand
Convolution is a critical component in modern deep neural networks, thus several algorithms for convolution have been developed. Direct convolution is simple but suffers from poor…