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CUDA vs Triton - Which GPU Programming Tool Is Better in 2026
Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 6: Kernels, Triton
Chris Sullivan A Performance Engineers Guide to NVIDIA Blackwell GPUs
Triton Beginner Coding Tutorial From Scratch - Step by Step - Kernel Fusion
Peter Bell and Jeff Niu Gluon Tile Based GPU Programming with Low level Control
Write Your First GPU Kernel in Triton | Triton Lecture 2
How GPU Code Gets Faster by Moving Less Data | Kernels, Triton, XLA | CS336 | L6 Explainer
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Last Updated: October 19, 2026
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Speaker(s): Kyle Yu Developing high-performance custom github.com/evintunador/triton_docs_tutorials. For more information about Stanford's online Artificial Intelligence programs visit: stanford.io/ai To learn more about ... So today I want to give you a performance tour through the But the key thing to take away from this is that it looks almost exactly a normal You know how to write c = a + b in PyTorch. In this lecture you write the
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