41a6fd31aa2e75c3c6d427db3d17ea80-Supplemental.pdf

In order to accelerate the NES search phase, we generated the pool using the weight sharing schemes proposed by Random Search with WeightSharing[37]andDARTS[39]. Specifically, we trained one-shot weight-sharing models usingeachof these two algorithms, then we sampled architectures from the weightshared models uniformly at random to build the pool.