About NVIDIA CUDA Toolkit
NVIDIA CUDA Toolkit provides developers with tools for building applications that use graphics processors for general-purpose computing. It includes a C and C++ compiler, runtime libraries, GPU-accelerated libraries, and debugging and optimization tools. These components support creating, testing, and deploying software that performs parallel work on graphics hardware. The toolkit is intended for development across several environments, including desktop workstations, embedded systems, data centers, cloud platforms, and supercomputers. A CUDA application uses the toolkit’s programming model and libraries to access GPU capabilities. The hardware and workload determine whether GPU acceleration is useful, while the developer’s code and build configuration shape the final application.
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