This chapter explores the energy consumption of GPUs in data centers, emphasizing the need for base load power like nuclear energy for consistent demand. It discusses the challenges posed by heat generation and cooling methods, including the potential shift towards liquid cooling for enhanced efficiency. The chapter also delves into the increasing demand for compute power, particularly GPUs, in the context of AI infrastructure and the need for scaling infrastructure to accommodate this growth.

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