Free Tools and Trainings for Developers

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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 deploy your application.

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.

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CUDA 11 Features

CUDA 11 introduces support for the NVIDIA Ampere architecture, Arm server processors, performance-optimized libraries, and new developer tool capabilities.

Support for the NVIDIA Ampere architecture includes next generation Tensor Cores, mixed precision modes, Multi-Instance GPU (MIG), advanced memory management, and standard C++/Fortran parallel language constructs.

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GTC Digital Webinars

Dive deeper into the latest CUDA features.


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.

Adobe, CUDA Ecosystem Partner
Ansys, CUDA Ecosystem Partner
Autodesk, CUDA Ecosystem Partner
Dassault Systemes, CUDA Ecosystem Partner
MathWorks, CUDA Ecosystem Partner
Microsoft, CUDA Ecosystem Partner
National Instruments, CUDA Ecosystem Partner
Wolfram Mathematica, CUDA Ecosystem Partner


Tutorials

Unlocking a Simple, Extensible, and Performant Video Pipeline at Fyma with NVIDIA DeepStream

August 10, 2022

Unlocking a Simple, Extensible, and Performant Video Pipeline at Fyma with NVIDIA DeepStream

Universal Scene Description as the Language of the Metaverse

August 9, 2022

Universal Scene Description as the Language of the Metaverse

Essential Guide to Automatic Speech Recognition Technology

August 8, 2022

Essential Guide to Automatic Speech Recognition Technology

Turbocharging Multi-Cloud Security and Application Delivery with VirtIO Offloading

August 7, 2022

Turbocharging Multi-Cloud Security and Application Delivery with VirtIO Offloading




News

New NVIDIA Neural Graphics SDKs Make Metaverse Content Creation Available to All

August 11, 2022

New NVIDIA Neural Graphics SDKs Make Metaverse Content Creation Available to All

Get Hands-On Training from NVIDIA Experts at GTC

August 11, 2022

Get Hands-On Training from NVIDIA Experts at GTC

Upcoming Webinar: Designing Efficient Vision Transformer Networks for Autonomous Vehicles

August 11, 2022

Upcoming Webinar: Designing Efficient Vision Transformer Networks for Autonomous Vehicles

New Releases of NVIDIA Nsight Systems and Nsight Graphics Debut at SIGGRAPH 2022

August 10, 2022

New Releases of NVIDIA Nsight Systems and Nsight Graphics Debut at SIGGRAPH 2022



Download CUDA today.

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