Mingbao Lin

Prioritized Subnet Sampling for Resource-Adaptive Supernet Training

2021 · arXiv (Cornell University)

A resource-adaptive supernet adjusts its subnets for inference to fit the dynamically available resources. In this paper, we propose prioritized subnet sampling to train a resource-adaptive supernet, termed PSS-Net. We maintain multiple subnet pools, each …