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cs.DC2026
Effect of Abstractions and Prompting Strategies on LLM-Guided High-Performance Optimizations
Jiří Klepl, Matyáš Brabec, Martin Kruliš
Code performance optimization is a vital aspect of modern software development, as it enables faster response times and reduced resource usage. These optimizations require a deep u…
cs.DC2025
Tutoring LLM into a Better CUDA Optimizer
Matyáš Brabec, Jiří Klepl, Michal Töpfer +1
Recent leaps in large language models (LLMs) caused a revolution in programming tools (like GitHub Copilot) that can help with code generation, debugging, and even performance opti…