CUDA Toolkit Documentation Overview

Welcome to the CUDA Toolkit Documentation page! 🚀💻

What is CUDA Toolkit?

CUDA (Compute Unified Device Architecture) is a parallel computing platform and programming model developed by NVIDIA. It enables developers to leverage the power of GPUs for high-performance computing tasks.

Key Components

• CUDA Compiler (nvcc): Translates CUDA code into executable binaries.
• CUDA Runtime API: Provides functions for managing GPU resources.
• CUDA Libraries: Includes tools like cuBLAS, cuFFT, and cuDNN for accelerated computing.
• CUDA Tools: Debugging, profiling, and optimization utilities.

Getting Started

1. Install CUDA Toolkit 🛠️
   Download CUDA Toolkit for your platform.
2. Explore Examples 📚
   Check out sample code in the CUDA Samples Repository.
3. Learn More 📈
   Dive into the CUDA Programming Guide for detailed APIs.

Resources

• NVIDIA CUDA Documentation Portal 🌐
• CUDA Toolkit Release Notes 📄
• CUDA Community Forum 💬

For advanced topics, visit the CUDA C++ Best Practices guide. 📊✨