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COMPILOT: Agentic Loop Optimization via LLM-Compiler Feedback Loops

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COMPILOT: Agentic Loop Optimization via LLM-Compiler Feedback Loops

This research introduces COMPILOT, an experimental framework that utilizes off-the-shelf Large Language Models to automate loop optimization for complex code. Instead of generating code directly, the LLM acts as an agent that proposes high-level transformation sequences to a compiler, which then provides empirical feedback on performance and ...

22 views2 weeks ago

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