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cs.SE2025★ 1 cited
PEAK: A Performance Engineering AI-Assistant for GPU Kernels Powered by Natural Language Transformations
Muhammad Usman Tariq, Abhinav Jangda, Angelica Moreira +2
Advancements in large language models (LLMs) are showing promising impact in software development and programming assistance. However, these models struggle when operating on low-l…
cs.SE2024
LLM-Vectorizer: LLM-based Verified Loop Vectorizer
Jubi Taneja, Avery Laird, Cong Yan +2
Vectorization is a powerful optimization technique that significantly boosts the performance of high performance computing applications operating on large data arrays. Despite deca…