NVIDIA CUDA Toolkit

NVIDIA® CUDA® Toolkit provides a development environment for building high-performance GPU-accelerated applications.

With the CUDA Toolkit, you can develop, optimize, and deploy your applications on GPU-accelerated embedded systems, desktop workstations, enterprise data centers, cloud-based platforms, and HPC supercomputers. The toolkit includes GPU-accelerated libraries, debugging and optimization tools, a C/C++ compiler, and a runtime library for building and deploying your application on major architectures including x86, Arm, and POWER.

By using the built-in capabilities to distribute computations across multi-GPU configurations, scientists and researchers can develop applications that scale from single-GPU workstations to cloud installations with thousands of GPUs.