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AI-Generated CUDA Kernels Outperform PyTorch in Several GPU-Heavy Machine Learning Benchmarks

Summary by The-decoder.com
A team at Stanford has shown that large language models can automatically generate highly efficient GPU kernels, sometimes outperforming the standard functions found in the popular machine learning framework PyTorch. The article AI-generated CUDA kernels outperform PyTorch in several GPU-heavy machine learning benchmarks appeared first on THE DECODER.
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A team at Stanford University shows that large language models can produce surprisingly efficient GPU kernels. Some of these automatically generated variants run faster than the standard features of the popular AI framework PyTork. The article AI creates GPU kernels that surpass PyTork in several tests first appeared on THE-DECODER.de.

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the-decoder.de broke the news in Germany on Monday, June 2, 2025.
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