TwinDNN: A Tale of Two Deep Neural Networks

摘要

Machine learning is one of the most popular fields in the current era. It is used in various areas, such as speech recognition, face recognition, medical diagnosis, etc. However, the problem is that the neural networks for machine learning applications are becoming too large and slow as they get more complicated and powerful. This problem gets especially serious when neural networks are used for edge devices with a small chip. As a result, researchers have proposed two major solutions to solve this problem.