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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。
Accelerating the pace of engineering and science
Access and Analyze Data
MATLAB data analysis products let you access, visualize, and analyze data within a single environment. You can interactively explore data, build customized analyses, and share your discoveries with others through reports, published code, 3D visualizations, or as complete applications.
Develop Machine Learning Algorithms
Machine learning algorithms use computational methods to "learn" information directly from data without assuming a predetermined equation as a model. They can adaptively improve their performance as you increase the number of samples available for learning. Machine learning algorithms are used in applications such as speech and facial recognition. They are used in big data applications that have large datasets with many predictors (features) and are too complex for simple parametric models.
These tasks and apps then generate the MATLAB code needed to programmatically reproduce the work you did interactively.Use a prebuilt family of functions for identifying and cleaning sensor drift, signal outliers, missing data, and noise.
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