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 CUDA platform is accessible to software developers through CUDA-accelerated libraries, compiler directives such as OpenACC, and extensions to industry-standard programming languages including …

Mar 2, 2026 · CUDA (Compute Unified Device Architecture) is a parallel computing and programming model developed by NVIDIA, which extends C++ to enable general-purpose computing on GPUs.

Sep 29, 2021 · Mathematical libraries that have been optimized to run using CUDA. The CUDA software comes with the software driver, the CUDA toolkit (compiler, debugger, profiler), and the CUDA SDK …

Aug 31, 2025 · CUDA is NVIDIA's parallel computing platform that repurposes GPU hardware, originally designed for graphics rendering, to accelerate the matrix operations that power deep learning and …

1 day ago · There's bittersweet news from the shore of the open-source Zluda project, a long-running effort to create a CUDA emulator for AMD GPUs. The project's latest blog post for version 6 shows …

CUDA Toolkit 12.4 Update 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 …

Find installation instructions, launch highlights, programming guides, compiler documentation, API references, CUDA libraries, profiling tools, samples, and release notes for the CUDA Toolkit.

Get the latest feature updates to NVIDIA's compute stack, including compatibility support for NVIDIA Open GPU Kernel Modules and lazy loading support.

May 27, 2026 · This guide covers everything from the CUDA programming model and the CUDA platform to the details of language extensions and covers how to make use of specific hardware and …