在当今的计算机科学领域，CUDA（Compute Unified Device Architecture）已经成为GPU加速计算的事实标准。无论是进行科学计算、机器学习还是图形渲染，CUDA都提供了强大的并行计算能力。对于开发者来说，掌握CUDA跨平台开发技巧至关重要。本文将带你从Windows过渡到Linux，轻松掌握CUDA跨平台开发。
环境搭建
Windows环境
CUDA Toolkit安装：首先，你需要下载并安装CUDA Toolkit。访问NVIDIA官网，选择与你显卡兼容的CUDA Toolkit版本进行下载。安装过程中，确保勾选了“Visual Studio Integration”选项，以便在Visual Studio中直接使用CUDA。
NVIDIA驱动安装：安装CUDA Toolkit后，需要安装相应的NVIDIA驱动程序。确保驱动版本与CUDA Toolkit兼容。
开发环境配置：在Visual Studio中创建CUDA项目，配置项目属性，包括设置CUDA编译器、链接器等。
Linux环境
- CUDA Toolkit安装：在Linux系统中，可以通过源码编译或使用包管理器安装CUDA Toolkit。以下以Ubuntu为例，使用源码编译方式安装：
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