How CUDA Powers the Machine Learning Revolution

Abstract

Machine Learning is on its rise lately and no such technology in Computer Science has gathered more attention, ever since the creation of the Internet. On the other hand, Graphical Processing Units grew from devices solely for rendering video games to the main computing devices for AI. This paper gives a historical perspective and detailed overview explaining how and why this phenomenon happened. Furthermore, the technological stack and performance of the most popular Deep Learning frameworks are analyzed.