ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation

Author:

Wang Xiaoxing1,Chu Xiangxiang2,Fan Yuda1,Zhang Zhexi1,Zhang Bo2,Yang Xiaokang1,Yan Junchi1

Affiliation:

1. Shanghai Jiao Tong University,Dep. of Computer Science and Engineering & MoE Key Lab of AI

2. Meituan

Publisher

IEEE

Reference53 articles.

1. Understanding and Simplifying One-Shot Architecture Search;Bender

2. SMASH: One-Shot Model Architecture. Search Through HyperNetworks;Brock

3. ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware;Cai

4. Stabilizing differentiable architecture search via perturbation-based regularization;Chen

5. Progressive Differentiable Architecture Search: Bridging the Depth Gap Between Search and Evaluation

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