Designing Efficient DNNs via Hardware-Aware Neural Architecture Search and Beyond

Luo, Xiangzhong; Liu, Di; Huai, Shuo; Kong, Hao; Chen, Hui; Liu, Weichen

doi:10.1109/tcad.2021.3100249

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Speedup Search Techniques1

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2023

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Cited by 6 publications

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“…To overcome such limitations, several e cient latency prediction strategies have been recently established. For example, [9,13,14,61,82,99] leverage the latency lookup table to approximate the on-device latency for di↵erent architecture candidates. In parallel, [12,24,81,85,92,100,101] turn back to learning-based regression approaches for the latency prediction purpose, which typically train an accurate latency predictor 2.1.…”

Section: Speedup Search Techniquesmentioning

confidence: 99%