Pushing the Limits of Machine Design: Automated CPU Design with AI

[Gianluca Miscione]

"The CPU performs comparably against the human-designed Intel 80486SX CPU, while the design cycle is significantly reduced by about 1000×. This is the world’s first CPU designed by AI, pushing the limit of machine design and offering clear evidence of human-like design ability [...] We also demonstrate that our approach can discover not only the general von Neumann architecture but also fine-grain architecture optimization from scratch, which sheds some light towards the machine’s self-evolution."

https://arxiv.org/pdf/2306.12456.pdf

 

 

Gianluca Miscione

University College Dublin Zurich University of Applied Sciences University of Zurich

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