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benchmarking 1gpu kernels 1inference workloads 1kernel optimization 1large language models 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.AI2026

Are LLM-Generated GPU Kernels Production-Ready? A Trace-Driven Benchmark and Optimization Agent

Lingyun Yang, Yuxiao Wang, Shenghao Liang +8

The paper introduces Atrex-Bench, a trace-driven GPU kernel benchmark derived from real production inference workloads, and evaluates LLM-generated kernels, revealing a large perfo…