Optimization of Layer Skipping and Frequency Scaling for Convolutional Neural Networks under Latency Constraint

Minh David Thao Chan, Ruoyu Zhao, Yukuan Jia +2

The energy consumption of Convolutional Neural Networks (CNNs) is a critical factor in deploying deep learning models on resource-limited equipment such as mobile devices and auton…