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AI Agents Beat PyTorch: Writing Faster CUDA Kernels

Towards Data ScienceOctober 8, 20261 min read

AI agents can now write CUDA kernels that outperform PyTorch—but proving those speedups are real is the harder problem. I put them to the test on an NVIDIA DGX Spark and found that benchmark design matters just as much as the code. The post AI Agents Beat PyTorch: Writing Faster CUDA Kernels appeared first on Towards Data Science.

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