GEAK, an agentic LLM framework, generates Triton kernels for AMD GPUs with up to 63% unit-test pass rate and up to 2.59x speedup on a revised benchmark.
How efficient is llm-generated code? a rigorous & high-standard benchmark, 2025
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Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks
GEAK, an agentic LLM framework, generates Triton kernels for AMD GPUs with up to 63% unit-test pass rate and up to 2.59x speedup on a revised benchmark.