AI Computing Systems

An Application Driven Perspective

Häftad, Engelska, 2023

Av Yunji Chen, Ling Li, Wei Li, Qi Guo, Zidong Du, Zichen Xu, China) Chen, Yunji (Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China) Li, Ling (Institute of Software, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Beijing, China) Li, Wei (State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China) Guo, Qi (State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China) Du, Zidong (State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China) Xu, Zichen (School of Mathematics and Computer Science, The Nanchang University, Nanchang

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AI Computing Systems: An Application Driven Perspective adopts the principle of "application-driven, full-stack penetration" and uses the specific intelligent application of "image style migration" to provide students with a sound starting place to learn. This approach enables readers to obtain a full view of the AI computing system. A complete intelligent computing system involves many aspects such as processing chip, system structure, programming environment, software, etc., making it a difficult topic to master in a short time.

Provides an in-depth analysis of the underlying principles behind the use of knowledge in intelligent computing systems
Centers around application-driven and full-stack penetration, focusing on the knowledge required to complete this application at all levels of the software and hardware technology stack
Supporting experimental tutorials covering key knowledge points in each chapter provide practical guidance and formalization tools for developing a simple AI computing system