NVIDIA CUDA Runtime 12.1

The NVIDIA CUDA Runtime, developed by NVIDIA Corporation, is a software development kit designed to harness the power of NVIDIA graphics processing units (GPUs) for parallel computing applications.

This toolkit includes a variety of libraries, tools, and APIs that allow developers to easily write and optimize their CUDA applications. It also provides access to the powerful parallel processing capabilities of NVIDIA GPUs by enabling developers to write highly parallel code without the need for specialized hardware or expertise in parallel computing.

• The toolkit includes the CUDA C/C++ compiler, which allows developers to write high-performance, parallel code in standard C++.
• There are also libraries for tasks such as linear algebra and performance analysis, making it easier to write highly optimized code for complex tasks.
• The CUDA Toolkit is compatible with a wide range of operating systems and development environments, including Windows, Linux, and Mac OS X.

The NVIDIA CUDA Runtime provides a powerful development platform that enables developers to take full advantage of the advanced parallel processing capabilities of NVIDIA GPUs.