Search Results for author: Shuo Huai

Found 2 papers, 1 papers with code

You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms

1 code implementation30 Aug 2022 Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu

Benefiting from the search efficiency, differentiable neural architecture search (NAS) has evolved as the most dominant alternative to automatically design competitive deep neural networks (DNNs).

Neural Architecture Search

HSCoNAS: Hardware-Software Co-Design of Efficient DNNs via Neural Architecture Search

no code implementations11 Mar 2021 Xiangzhong Luo, Di Liu, Shuo Huai, Weichen Liu

In this paper, we present a novel multi-objective hardware-aware neural architecture search (NAS) framework, namely HSCoNAS, to automate the design of deep neural networks (DNNs) with high accuracy but low latency upon target hardware.

Hardware Aware Neural Architecture Search Neural Architecture Search

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