CUDA Toolkit
CUDA Toolkit
Develop, Optimize and Deploy GPU-Accelerated Apps
The NVIDIA® CUDA® Toolkit provides a development environment for creating 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 to build and deploy your application on major architectures including x86, Arm and POWER.
Using built-in capabilities for distributing computations across multi-GPU configurations, scientists and researchers can develop applications that scale from single GPU workstations to cloud installations with thousands of GPUs.
CUDA 11 Features
GTC Digital Webinars
Dive deeper into the latest CUDA features.
Inside the NVIDIA Ampere Architecture
Explore what's new with the NVIDIA Ampere Architecture, and its implementation in NVIDIA A100.
CUDA New Features and Beyond
Learn what's new in the CUDA Toolkit, including the latest and greatest features in the CUDA language, compiler, libraries, and tools — and a sneak peek at what's coming up over the next year.
CUDA on NVIDIA Ampere GPU Architecture
Learn how to leverage the NVIDIA Ampere Architecture capabilities to take your algorithms to the next level of performance
Customer Stories
See how developers, scientists, and researchers are using CUDA today.
CUDA Ecosystem
Explore the top compute and graphics packages with built-in CUDA integration.
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Resources
Download CUDA today.
Developer Blog
