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KernelAgent: Hardware-Guided GPU Kernel Optimization Via Multi-Agen... - K. Cheng, J. Khuu & L. Wang
How Standard Kernel uses compound AI systems to optimize code and extract maximum GPU performance
Lecture 14 on kernel methods: deep learning, dot-product kernels, NTKs, CKNs
Katrina Riehl - CUDA Python Kernel Authoring - PyData Boston 2025
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Last Updated: October 16, 2026
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Steel inclusive scan, Prefix Sum Implementation, Blelloch Scan Algorithm and Implementation. Sorting bitinic sequence, All Prefix Sum , Inclusive and exclusive scan. Comparator, Sorting subproblem, Bitonic Sort Parallel Implementation. Sorting, Sorting Networks, Bitonic Sort Serial Implementation, Recursion. And say compute so this is one of our profiling tools we are going to use this first we're going to time the Recently, the PyTorch team released KernelAgent, an open agentic system achieving 100% correctness across all 250 L1/L2/L3 ... We'll explore best practices for writing CUDA Unlocking Performance: Harnessing LLMs To Streamline GPU
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