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Energy Efficiency Ratings for AI Models
This chapter discusses the proposal for a standardized energy efficiency rating system for AI models, inspired by the Energy Star program for appliances. It covers the complexities of benchmarking energy consumption across various AI tasks and the development of tools to facilitate voluntary evaluations without compromising proprietary data. The chapter emphasizes the importance of task-specific comparisons and partnerships to enhance the understanding of energy impacts in AI applications.