Architecting a Flash-Based Storage System for Low-Cost Inference of Extreme-Scale DNNs
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DOI: 10.1109/tc.2022.3209920
Abstract: The size of deep neural network (DNN) models has been exploding rapidly, demanding a colossal amount of memory capacity. For example, Google has recently scaled its Switch Transformer to have a parameter size of up… read more here.
Keywords: system; storage system; extreme scale; flash based ... See more keywords