97 citations · 625 across the 24 of their papers we have counts for
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cs.LG2022★ 4 cited
A Study on the Intersection of GPU Utilization and CNN Inference
Jack Kosaian, Amar Phanishayee
There has been significant progress in developing neural network architectures that both achieve high predictive performance and that also achieve high application-level inference…
cs.DC2022★ 24 cited
Harmony: Overcoming the Hurdles of GPU Memory Capacity to Train Massive DNN Models on Commodity Servers
Youjie Li, Amar Phanishayee, Derek Murray +2
Deep neural networks (DNNs) have grown exponentially in size over the past decade, leaving only those who have massive datacenter-based resources with the ability to develop and tr…