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

no code implementations • 9 Jun 2022 • Xiangjie Li, Chenfei Lou, Zhengping Zhu, Yuchi Chen, Yingtao Shen, Yehan Ma, An Zou

Predictive Exit can forecast where the network will exit (i. e., establish the number of remaining layers to finish the inference), which effectively reduces the network computation cost by exiting on time without running every pre-placed exiting layer.

Decision Making