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MATLAB® lets you develop algorithms much faster than in traditional languages such as C, C++, or Fortran. You can validate concepts, explore design alternatives, and distribute your algorithm in the form that best suits your application. MATLAB provides the tools you need to transform your ideas into algorithms, including:
Thousands of core mathematical, engineering, and scientific functions
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Development tools for editing, debugging, and optimizing algorithms
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MATLAB GPU 计算支持可适用
于运行NVIDIA CUDA 的GPU
在支持 NVIDIA CUDA 的GPU 上执行 MATLAB 计算
无需成为 CUDA® 程序员,MATLAB® 即可让您能够使用 NVIDIA® GPU 来加速 AI、深度学习和其他计算密集型分析。使用 MATLAB 和 Parallel Computing Toolbox™,您可以:
直接在 MATLAB 中调用 NVIDIA GPU,有 500 多个内置函数可供使用。
使用 MATLAB worker 和 MATLAB Parallel Server™ 访问台式机、计算集群和云上的多GPU。
使用 GPU Coder™ 直接从 MATLAB 生成 CUDA 代码,以便部署到数据中心、云和嵌入式设备。
使用 GPU Coder 从 MATLAB 生成 NVIDIA TensorRT™ 代码,实现低延迟和高吞吐量的推理。
将 MATLAB AI 应用程序部署到配备 NVIDIA GPU的数据中心,与使用 MATLAB Production Server™ 的企业系统集成。
Math. Graphics. Programming.
MATLAB is a programming and numeric computing platform used by millions of engineers and scientists to analyze data, develop algorithms, and create models.
Develop Large-Scale Applications
You can develop and maintain large-scale applications using MATLAB with projects, source control integration, unit testing, continuous integration and deployment, and toolbox packaging.
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