The Path to a 1-Trillion-Transistor GPU: AI's Boom Demands New Chip Technology

IF 2.6 4区工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC

IEEE Spectrum Pub Date : 2024-07-09 DOI:10.1109/MSPEC.2024.10589682

Mark Liu;H.-S. Philip Wong

引用次数: 0

Abstract

In 1997 the IBM Deep Blue supercomputer defeated world chess champion Garry Kasparov. It was a ground-breaking demonstration of supercomputer technology and a first glimpse into how high-performance computing might one day overtake human-level intelligence. In the 10 years that followed, we began to use artificial intelligence for many practical tasks, such as facial recognition, language translation, and recommending movies and merchandise.

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通往十亿晶体管 GPU 的道路：人工智能的蓬勃发展需要新的芯片技术

1997 年，IBM 的 "深蓝 "超级计算机击败了国际象棋世界冠军加里-卡斯帕罗夫。这是超级计算机技术的一次突破性展示，也是高性能计算有朝一日可能超越人类智能的初露端倪。在随后的 10 年中，我们开始将人工智能用于许多实际任务，如面部识别、语言翻译、推荐电影和商品等。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

IEEE Spectrum 工程技术-工程：电子与电气

CiteScore

2.50

自引率

0.00%

发文量

254

审稿时长

4-8 weeks

期刊介绍： IEEE Spectrum Magazine, the flagship publication of the IEEE, explores the development, applications and implications of new technologies. It anticipates trends in engineering, science, and technology, and provides a forum for understanding, discussion and leadership in these areas. IEEE Spectrum is the world''s leading engineering and scientific magazine. Read by over 300,000 engineers worldwide, Spectrum provides international coverage of all technical issues and advances in computers, communications, and electronics. Written in clear, concise language for the non-specialist, Spectrum''s high editorial standards and worldwide resources ensure technical accuracy and state-of-the-art relevance.