2023
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation
ICCV 2023poster
Albeit being a prevalent architecture searching approach, differentiable architecture search (DARTS) is largely hindered by its substantial memory cost since the entire supernet resides in the memory. This is where the single-path DARTS comes in, which only chooses a single-path submodel at each ste…