热门芯片2024大会介绍：人工智能辅助硬件设计.pdf

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1、HOT Chips 2024:AI Assisted Hardware DesignWill AI Elevate or Replace Hardware Engineers?Bryan Chin(UCSD),Mark Ren(NVIDIA),Stelios Diamantidis(Synopsys),Hanxian Huang(UCSD),Jishen Zhao(UCSD)HotChips 2024 Tutorial IWhat is AI assisted hardware design?Accelerating Pace of all things AI(training flops)H

2、otChips 2024 Tutorial I“Data Page:Computation used to train notable artificial intelligence systems”,part of the following publication:Charlie Giattino,Edouard Mathieu,Veronika Samborska and Max Roser(2023)-“Artificial Intelligence”.Data adapted from Epoch.Retrieved from https:/ourworldindata.org/gr

3、apher/artificial-intelligence-training-computation online resourceTodays TutorialQ&A time permittingHotChips 2024 Tutorial INewerMaturityIntroduction to AI for Chip Design Mark Ren(NVIDIA)AI-driven Optimization for Chip Design Stelios Diamantidis(Synopsys)LLM and Retrieval Augmented Generation and C

4、hip Design Hans Bouwmeester(primis.ai)Domain-adaptive LLM for Chip Design Tasks Hanxian Huang(UCSD)LLM Agents for Chip DesignMark Ren(Nvidia)10:3011:008:3012:1512:30TakeawaysFor which kinds of tasks is AI well suited todayWhat is likely to happen soon with AI and chip designWill AI Elevate or Replace Hardware Engineers?what do you want to learn more about to make your own predictionHotChips 2024 Tutorial I