Chunnan Sheng

DBS: Differentiable Budget-Aware Searching For Channel Pruning

Network pruning is an effective technique to reduce computation costs for deep model deployment on resource-constraint devices. Searching superior sub-networks from a vast search space through Neural Architecture Search (NAS) , which conducts a one-shot supernet used as a performance estimator, is s…