关键词: 人工智能, AI芯片, 基准测评, 测评标准

Abstract: Chips are the basic and core components of many cutting-edge digital devices. With the advent of the era of autonomous driving, artificial intelligence, 5G technology and the Internet of Things, the development and application of AI chips have gradually become the focus of attention from all walks of life. AI chips refer to a new generation of microprocessors specially designed to deal with artificial intelligence tasks, with advantages such as high energy efficiency and low power consumption, and can play an important role in the fields of automobile manufacturing, intelligent household appliances, robots and so on. AI chips are introduced from many aspects, such as definition, function, technical architecture and evaluation system. The existing AI chip evaluation system and characteristics, AI chip benchmarks and AI chip evaluation standards are introduced in detail, and an overview of the development trend of AI chip evaluation is proposed.

Key words: artificial intelligence, AI chip, benchmark test, evaluation standard