“Decoupling Efficiency-Performance Optimization for Modern Neural Networks” Committee: Prof. Yanzhi Wang (Advisor) Prof. David R. Kaeli Prof. Sunil Mittal Prof. Jennifer Dy Abstract: Deep learning has achieved remarkable success in a variety of modern applications, but this success is often accompanied by inefficiency in terms of storage and inference speed, which can hinder their practical […]

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