Researchers from Carnegie Mellon University and UCLA published a technical paper titled “AgRefactor: Self-Evolving Agentic Workflow for HLS Compatibility and Performance.”
The paper introduces an “LLM-based multi-agent workflow for refactoring software into HLS-compatible programs" and reports a 6.51× geometric mean speedup over a state-of-the-art pragma tuning tool.
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