143 citations · 390 across the 17 of their papers we have counts for
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cs.DC2018
Workload-aware Automatic Parallelization for Multi-GPU DNN Training
Sungho Shin, Youngmin Jo, Jungwook Choi +3
Deep neural networks (DNNs) have emerged as successful solutions for variety of artificial intelligence applications, but their very large and deep models impose high computational…
cs.DC2018★ 5 cited
Single Stream Parallelization of Recurrent Neural Networks for Low Power and Fast Inference
Wonyong Sung, Jinhwan Park
As neural network algorithms show high performance in many applications, their efficient inference on mobile and embedded systems are of great interests. When a single stream recur…