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ThunderKittens-Tutorials

A hands-on tutorial series for writing high-performance CUDA kernels with ThunderKittens.

Hardware Requirements

The first few levels can be completed on any Ampere or newer GPU architectures. Starting at level X (to be announced), however, you will need the H100s to run the tensor core matrix multiplications.

Setup

Clone with submodules:

git clone --recurse-submodules <repo-url>

If you already cloned without submodules:

git submodule update --init --recursive

Tutorials

  1. Harness — Raw CUDA GEMM and correctness check / benchmarking harness

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