Zhengping Zhu

Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference

By adding exiting layers to the deep learning networks, early exit can terminate the inference earlier with accurate results. However, the passive decision-making of whether to exit or continue the next layer has to go through every pre-placed exiting layer until it exits. In addition, it is hard to…