A Surgery of the Neural Architecture Evaluators

Wenshuo Li
Wenshuo Li
Zixuan Zhou
Zixuan Zhou
Tianchen Zhao
Tianchen Zhao
Shuang Liang
Shuang Liang
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Abstract:

Neural architecture search (NAS) recently received extensive attention due to its effectiveness in automatically designing effective neural architectures. A major challenge in NAS is to conduct a fast and accurate evaluation of neural architectures. Commonly used fast architecture evaluators include one-shot evaluators (including weight...More

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