AI Compute 101: The Geopolitics of Giant Models
ChinaTalk
Chip Design and AI Optimization
This chapter explores the relationship between chip design and the compute power necessary for AI algorithms, focusing on the transition from general-purpose CPUs to specialized ASICs and GPUs. It discusses the challenges and trade-offs in chip innovation versus algorithmic progress, including the significance of high-quality data for effective machine learning.
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