Understanding Time Variations of DNN Inference in Autonomous Driving

Liangkai Liu, Yanzhi Wang, Weisong Shi

Deep neural networks (DNNs) are widely used in autonomous driving due to their high accuracy for perception, decision, and control. In safety-critical systems like autonomous drivi…