Tony-Tan/CUDA_Freshman resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2792 stars · 514 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of CUDA example programs accompanying a Chinese-language blog tutorial series on GPU programming, partly based on the book 'Professional CUDA C Programming'. It covers the CUDA programming model, execution model, memory hierarchy, and streams with runnable code for each lesson.

Use cases

• learn CUDA programming from scratch
• understand GPU thread and warp execution
• study CUDA shared memory and global memory optimization
• learn CUDA streams and concurrent kernel execution
• find example code for CUDA memory management
• practice parallel reduction and loop unrolling on GPU

When to choose

• you are a beginner learning CUDA with accompanying blog explanations
• you want runnable examples of core CUDA concepts like memory, warps, and streams
• you prefer tutorial-style code over reference documentation

When to avoid

• you need production-ready CUDA libraries or frameworks
• you want an English-language tutorial (content is mostly in Chinese)
• you need maintained, licensed code for commercial use (no license is provided)

Facets

learning-resource · maturity stable

gpu-computing developer-tools benchmarking gpu-computing tutorials developer-tools cpp cross-platform cuda gpu-programming tutorial-code parallel-computing c-plus-plus gpu linux

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