Rapid Deployment of DNNs for Edge Computing via Structured Pruning at Initialization

Bailey J. Eccles, Leon Wong, Blesson Varghese

Edge machine learning (ML) enables localized processing of data on devices and is underpinned by deep neural networks (DNNs). However, DNNs cannot be easily run on devices due to t…