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

Xiaoxing Wang, Xiangxiang Chu, Yuda Fan +4

Albeit being a prevalent architecture searching approach, differentiable architecture search (DARTS) is largely hindered by its substantial memory cost since the entire supernet re…