Learn what's new in the CUDA Toolkit, including the latest and greatest features in the CUDA language, compiler, libraries, and tools—and get a sneak peek at what's coming up over the next year.

The NVIDIA® CUDA® Toolkit provides the development environment for creating high-performance, GPU-accelerated applications. The toolkit includes GPU-accelerated libraries, debugging and …

Aug 6, 2025 · The newest update to the CUDA Toolkit, version 13.0, features advancements to accelerate computing on the latest NVIDIA CPUs and GPUs. As a major release, it lays the …

Since its introduction in 2006, CUDA has been widely deployed through thousands of applications and published research papers, and supported by an installed base of hundreds of millions of CUDA …

May 2, 2025 · A quick and easy introduction to CUDA programming for GPUs. This post dives into CUDA C++ with a simple, step-by-step parallel programming example.

Dec 12, 2022 · With the CUDA Toolkit, you can develop, optimize, and deploy your applications on GPU-accelerated embedded systems, desktop workstations, enterprise data centers, cloud-based …

Aug 4, 2025 · The software stack for programming GPUs is divided into two separate yet equally important pieces: The CUDA Toolkit for building applications, and the NVIDIA Driver for running them.

CUDA Toolkit 12.3 Downloads Select Target Platform Click on the green buttons that describe your target platform. Only supported platforms will be shown. By downloading and using the software, you …

CUDA Toolkit 13.1 Downloads Select Target Platform Click on the green buttons that describe your target platform. Only supported platforms will be shown. By downloading and using the software, you …

Jul 6, 2023 · This technology extends unified virtual memory support for seamless sharing of data between host memory and accelerator devices without needing memory allocated by or managed …