---
id: pr-thunderkittens-172
repo: HazyResearch/ThunderKittens
pr: 172
title: add educational blackwell series
author: enbaocao
date: '2026-03-16'
url: https://github.com/HazyResearch/ThunderKittens/pull/172
source_category: upstream-code
architectures:
- sm100
tags:
- blackwell
techniques: []
hardware_features:
- blackwell
kernel_types: []
languages: []
captured_at: '2026-05-16'
status: merged
merge_sha: 8de04b51a7f01f2fd4f298a5f58ca9635c79eb66
inclusion_reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.
changed_paths:
- kernels/gemm/educational_b200/Makefile
- kernels/gemm/educational_b200/README.md
- kernels/gemm/educational_b200/launch.cu
- kernels/gemm/educational_b200/level_01.cu
- kernels/gemm/educational_b200/level_02.cu
- kernels/gemm/educational_b200/level_03.cu
- kernels/gemm/educational_b200/level_04.cu
- kernels/gemm/educational_b200/level_05.cu
- kernels/gemm/educational_b200/level_06.cu
- kernels/gemm/educational_b200/level_07.cu
- kernels/gemm/educational_b200/level_08.cu
- kernels/gemm/educational_b200/level_09.cu
artifact_dir: evidence/pull-bundles/thunderkittens/gh-172
head_ref_oid: cb643a79e21322f8d1eeca3350cbb8e37dc69ddd
---
# add educational blackwell series

- Repository: `HazyResearch/ThunderKittens`
- PR: [172](https://github.com/HazyResearch/ThunderKittens/pull/172)
- Decision: `Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.`
- Reason: Search-matched CUDA kernel optimization PR; materialize diff/source before synthesis.

## Changed Paths

- `kernels/gemm/educational_b200/Makefile`
- `kernels/gemm/educational_b200/README.md`
- `kernels/gemm/educational_b200/launch.cu`
- `kernels/gemm/educational_b200/level_01.cu`
- `kernels/gemm/educational_b200/level_02.cu`
- `kernels/gemm/educational_b200/level_03.cu`
- `kernels/gemm/educational_b200/level_04.cu`
- `kernels/gemm/educational_b200/level_05.cu`
- `kernels/gemm/educational_b200/level_06.cu`
- `kernels/gemm/educational_b200/level_07.cu`
- `kernels/gemm/educational_b200/level_08.cu`
- `kernels/gemm/educational_b200/level_09.cu`

## Evidence Bundle

`evidence/pull-bundles/thunderkittens/gh-172`
