Jonathan Raiman – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-09-19T19:34:20Z http://www.open-lab.net/blog/feed/ Jonathan Raiman <![CDATA[Using Generative AI Models in Circuit Design]]> http://www.open-lab.net/blog/?p=88462 2024-09-19T19:34:20Z 2024-09-06T16:30:00Z Generative models have been making big waves in the past few years, from intelligent text-generating large language models (LLMs) to creative image and...]]>

Generative models have been making big waves in the past few years, from intelligent text-generating large language models (LLMs) to creative image and video-generation models. At NVIDIA, we are exploring using generative AI models to speed up the circuit design process and deliver better designs to meet the ever-increasing demands for computational power. Circuit design is a challenging…

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]]> Jonathan Raiman <![CDATA[Designing Arithmetic Circuits with Deep Reinforcement Learning]]> http://www.open-lab.net/blog/?p=49611 2022-07-11T20:49:10Z 2022-07-08T14:38:33Z As Moore��s law slows down, it becomes increasingly important to develop other techniques that improve the performance of a chip at the same technology process...]]>

As Moore’s law slows down, it becomes increasingly important to develop other techniques that improve the performance of a chip at the same technology process node. Our approach uses AI to design smaller, faster, and more efficient circuits to deliver more performance with each chip generation. Vast arrays of arithmetic circuits have powered NVIDIA GPUs to achieve unprecedented acceleration…

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