Cerebras, the AI Startup, Challenges Nvidia with Supercomputers for Artificial Intelligence

21-07-2023
PixelVortex
Cerebras, the AI Startup, Challenges Nvidia with Supercomputers for Artificial Intelligence
Cerebras founder and Chief Executive Officer Andrew Feldman aims to challenge Nvidia in the world of artificial intelligence computing.
Rebecca Lewington, Cerebras
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AI chipmaker Cerebras Systems Inc. has unveiled the first of nine artificial intelligence supercomputers in a partnership with Abu Dhabi, signaling its intention to compete with Nvidia Corp. The newly launched supercomputer, called Condor Galaxy 1, located in Santa Clara, California, is expected to double in size in the coming weeks. This is just the beginning, as more systems will be deployed in Austin and Asheville in the first half of next year, followed by overseas sites in the second half of 2024.

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The project aims to address the growing demand for computing power in the field of AI, which has largely been dominated by Nvidia's technology. Cerebras, however, has taken a unique approach with its purpose-built AI computing center, which the company claims is the largest of its kind. By using massive chips made from whole silicon wafers, Cerebras processors can handle large data sets in their entirety, unlike traditional processors that work on portions of the data at a time. Additionally, they require less complex software to function in concert compared to Nvidia's processors.

This initiative is also significant for the United Arab Emirates, as it emphasizes the country's commitment to next-generation technologies. Abu Dhabi, in particular, has shown a keen interest in AI, evident by the establishment of a minister for AI and an AI-centric university. Through its partnership with Cerebras, the UAE is aiming to leverage AI advancements for various practical applications, such as aviation and healthcare.

The new supercomputers will be operated by Cerebras and utilized for projects by Group 42 (G42), a company focused on advancing AI research for practical use cases. Any excess computing capacity will be offered commercially as a service.

Cerebras sees this project as an opportunity to showcase its technology and drive wider adoption. With its unique approach to AI computing, the company hopes to prove that the benefits of AI are not limited to tech giants with substantial budgets. This expansion of computing power will enable smaller organizations and industries to tap into the potential of AI, leading to a transformative impact on various sectors.

The supercomputers that Cerebras is developing will push the boundaries of AI training capabilities. One of the systems will be capable of training software on data sets consisting of 600 billion variables, with the potential to increase that to 100 trillion. Each supercomputer will feature 54 million AI-optimized computing cores.

Cerebras' processors are too large to fit into conventional machinery, which has led the company to offer its technology in specially-built computers. These machines also incorporate standard processors from Advanced Micro Devices Inc., a company that acquired Cerebras founder Andrew Feldman's previous startup.

By challenging Nvidia's dominance in AI computing, Cerebras aims to revolutionize the industry and demonstrate that AI advancements are accessible to a broader range of players. The deployment of these supercomputers marks a significant step forward in the development and democratization of AI technology.