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cfregly/ai-performance-engineering
本仓库配套O'Reilly书籍，提供AI系统性能工程的代码、工具与资源。涵盖GPU优化、分布式训练、推理扩展及全栈性能调优。旨在帮助工程师通过剖析瓶颈、优化带宽内存及使用高性能编译器，构建高效可靠的AI训练与推理流水线。
技术栈
code/dashboard/web javascript
框架
Next.js
^14.2.0
React
^18.3.0
测试
Jest
^29.7.0
CSS 框架
Tailwind CSS
^3.4.0
代码规范
ESLint
^8.57.0
查看全部依赖 (22)
依赖
clsx
^2.1.0
lucide-react
^0.400.0
prism-react-renderer
^2.4.1
react-diff-viewer-continued
^3.4.0
react-dom
^18.3.0
recharts
^2.12.0
swr
^2.3.6
tailwind-merge
^2.3.0
开发依赖
@testing-library/jest-dom
^6.4.2
@testing-library/react
^14.2.2
@testing-library/user-event
^14.6.1
@types/jest
^29.5.12
@types/node
^20.14.0
@types/react
^18.3.0
@types/react-dom
^18.3.0
autoprefixer
^10.4.0
eslint-config-next
^14.2.0
identity-obj-proxy
^3.0.0
jest-environment-jsdom
^29.7.0
jsdom
^24.0.0
postcss
^8.4.0
typescript
^5.4.0
code/labs/nanochat_fullstack/rustbpe rust
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依赖
dary_heap
0.3
fancy-regex
0.16.1
indexmap
=2.2.6
log
0.4.28
code/labs/vllm-deepseek-tuning python
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依赖
matplotlib
pyyaml
code/third_party/TransformerEngine/3rdparty/cudnn-frontend python
测试
pytest
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依赖
NumPy
black
clang-format
jupyter
looseversion
pybind11
pytest-xdist
