AIBullisharXiv – CS AI · 6h ago7/10
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AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning
AutoPass is a multi-agent LLM framework that automatically tunes compiler performance by analyzing internal compiler states and runtime feedback, achieving 4.3% speedups on x86-64 and 11.7% on ARM64 compared to LLVM's standard optimization levels without requiring task-specific training.