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

Bridging the Divide Between CLI and Automation IT Teams with NVIDIA NVUE

June 23, 2022

Bridging the Divide Between CLI and Automation IT Teams with NVIDIA NVUE

Experimenting with Novel Distributed Applications Using NVIDIA Flare 2.1

June 23, 2022

Experimenting with Novel Distributed Applications Using NVIDIA Flare 2.1

An Easy Introduction to Speech AI

June 23, 2022

An Easy Introduction to Speech AI

Building a Computer Vision Application to Recognize Human Activities

June 21, 2022

Building a Computer Vision Application to Recognize Human Activities




News

AI Research Holds the Key to Affordable and Accessible Drug Development

June 24, 2022

AI Research Holds the Key to Affordable and Accessible Drug Development

How to Evaluate AI in Your Vendor’s Cybersecurity Solution

June 24, 2022

How to Evaluate AI in Your Vendor’s Cybersecurity Solution

Just Released: nvCOMP v2.3

June 24, 2022

Just Released: nvCOMP v2.3

Just Released: CUTLASS v2.9

June 23, 2022

Just Released: CUTLASS v2.9



Download CUDA today.

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