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GeezerVison is showing developer.nvidia.com — CUDA Toolkit - Free Tools and Training NVIDIA CUDA ToolkitThe NVIDIA® CUDA® Toolkit provides a development environment for creating high-performance, GPU-accelerated applications. With it, you can develop, optimize, and deploy your applications on GPU-accelerated embedded systems, desktop workstations, enterprise data centers, cloud-based platforms, and supercomputers. The toolkit includes GPU-accelerated libraries, debugging and optimization tools, a C/C++ compiler, and a runtime library. CUDA FeaturesTile Programming in CUDA Tile C++CUDA Tile C++ is an expression of the CUDA Tile programming model in C++. It’s built on top of the CUDA Tile IR specification and allows you to write tile kernels in C++. Learn More About CUDA Tile C++ CUDA 13.5CUDA 13.5 brings general availability to new platforms. Vera Rubin support moves from early developer access to GA, ready for production. Windows on Arm support now reaches DGX Station. And the first wave of enhanced scheduling gives developers finer control over where work runs on the GPU and how it is shared. Learn More About CUDA Toolkit 13.5 Tile Programming in PythoncuTile Python is an expression of the CUDA Tile programming model in Python. It is built on top of the CUDA Tile IR specification and allows you to write tile kernels in Python. Learn More About cuTile Python TutorialsExplore essential video tutorials covering CUDA Toolkit installation on Windows and WSL, ensuring compatibility, upgrading Jetson™ devices, and optimizing applications through profiling and debugging. Accelerating Applications With Parallel Algorithms | CUDA C++Watch Video (2:05:26)CUDA Upgrades for Jetson DevicesWatch Video (19:05)Profiling and Debugging ApplicationsWatch Video (10:30)Installing CUDA Toolkit on Windows and WSLWatch Video (2:56)GTC Digital WebinarsDive deeper into the latest CUDA features. What’s CUDA All About Anyway?Learn about the CUDA ecosystem that helps developers solve real-world challenges. Watch NowCUDA—New Features and BeyondLearn 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. Watch Now How to Write a CUDA Program: The Parallel Programming EditionLearn more about how to write CUDA programs. Watch NowFree Tools and Trainings for DevelopersGet exclusive access to hundreds of SDKs, technical trainings, and opportunities to connect with millions of like-minded developers, researchers, and students. Learn More ResourcesCUDA Documentation and Release NotesDocumentation library containing in-depth technical information on the CUDA Toolkit. Learn More About CUDA Toolkit Accelerated Computing HubThe Accelerated Computing Hub provides essential best practices, optimization guides, and developer tools to maximize the performance of your CUDA-accelerated applications. Learn More About Accelerated Computing Hub CUDA Toolkit in the NGC CatalogCUDA containers are available to download from NGC™—along with other NVIDIA GPU-accelerated SDKs and AI models—to help accelerate your applications. Learn More About CUDA Containers CUDA Technical BlogsAn archive of CUDA technical blogs covering key features and capabilities, written by engineers for engineers. Learn More About CUDA Tech Blogs CUDA-X™ LibrariesA suite of AI, data science, and math libraries developed to help developers accelerate their applications. Learn More About CUDA-X Libraries TrainingSelf-paced or instructor-led CUDA training courses for developers through the NVIDIA Deep Learning Institute (DLI). Learn More About Accelerated Computing - Training Nsight Developer ToolsNVIDIA Nsight Compute and Nsight System suite of tools designed to help developers optimize and increase performance of their applications. Learn More About Nsight Tools Sample CUDA CodeGitHub repository of sample CUDA code to help developers learn and ramp up development of their GPU-accelerated applications. Learn More About CUDA Samples NVIDIA Developer ForumsAn information exchange to help developers get answers to their technical questions directly from NVIDIA engineers. Learn More About Developer Forums Bug SubmissionNVIDIA Engineering’s own bug tracking tool and database where developers can submit technical bugs. Learn More About Bug Submission Tool |
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