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Navigating the GPU Landscape in AI
This chapter explores the competitive dynamics of the GPU market, focusing on key players like AMD, NVIDIA, and Apple. It discusses the importance of software compatibility and robust libraries for machine learning, along with insights into stock market perceptions of these companies. Additionally, the chapter highlights the challenges and strategies involved in building optimized machine learning systems with various computational resources, particularly GPUs and TPUs.