AI Agents | SIGARCH

The QuArch Experiment: Crowdsourcing a Machine Learning Dataset for Computer Architecture

by Shvetank Prakash and Vijay Janapa Reddi on Jan 7, 2025 | Tags: AI Agents, Benchmarks, Datasets, Machine Learning

Introduction The rise of large language models (LLMs) and generative artificial intelligence (GenAI) presents new opportunities to build innovative tools and is already enabling revolutionary AI-based tools in various domains. However, a significant gap remains in the...

AI in Chip Design: from Basic Tools to LLMs and AI Agents

by Bryan Chin, Jishen Zhao, Haoxing (Mark) Ren, Stelios Diamantidis, Hans Bouwmeester, Hanxian Huang on Oct 16, 2024 | Tags: AI Agents, Chip Design, Large Language Models

New hardware capabilities have enabled transformational AI technologies in many industries and applications. One of those industries is hardware design itself, the very discipline that enabled increased AI capabilities in the first place. At Hotchips 2024, we held a...

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The QuArch Experiment: Crowdsourcing a Machine Learning Dataset for Computer Architecture

AI in Chip Design: from Basic Tools to LLMs and AI Agents

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