# Nvidia Cuda

> 英伟达CUDA开发 - GPU编程 性能优化 CUDA库

- Skill: `miuav/nvidia-cuda` (Agent Skill)
- Install (CLI): `npx skillmds@latest add miuav/nvidia-cuda`
- Raw SKILL.md: https://api.skillmd.com/api/skills/miuav/nvidia-cuda/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: miuav (https://skillmd.com/u/miuav)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/miuav/nvidia-cuda

---


# NVIDIA CUDA 技能

> 用于在NVIDIA GPU上进行通用计算开发

## 何时使用

- GPU加速计算
- CUDA编程
- 性能优化

## 支持的GPU架构

| 架构 | GPU型号 | 算力 |
|------|---------|------|
| Ampere | RTX 30xx, A100 | 19.5 TFLOPS |
| Ada | RTX 40xx, L40 | 24.9 TFLOPS |
| Orin | Jetson Orin | 275 TOPS |

## 快速参考

```cuda
__global__ void kernel(float *data) {
    int idx = blockIdx.x * blockDim.x + threadIdx.x;
    data[idx] *= 2.0f;
}
```