End-to-End Infrastructure for Self-Driving Cars

Development & Training
Test & Validation
Resources

Development & Training
Test & Validation
Resources

Autonomous Vehicles—Born in the Data Center

NVIDIA's infrastructure for autonomous vehicles encompasses the complete data center hardware, software, and workflows needed to develop safe autonomous vehicles—from neural network development and training to testing and validation in simulation.

Build Your Models Faster

NVIDIA DGX Cloud is a serverless, AI-training-as-a-service platform for automotive companies that depend on AI. With integrated best-in-class software, direct access to NVIDIA AI experts, and near-limitless access to high-performance compute, DGX Cloud increases autonomous vehicle development and training efficiency, at the scale and capacity necessary for developers.

Learn About NVIDIA DGX Cloud Learn About NVIDIA Data Center Solutions

Test and Train Virtually

Autonomous vehicles must be thoroughly tested and validated before deployment on public roads. NVIDIA Omniverse Cloud Sensor RTX let you integrate high-fidelity, physically based sensor simulation and behavior into existing workflows at scale.

Learn About NVIDIA Omniverse Cloud Sensor RTX Learn more about AV Simulation

Resources

Accelerate AV Development with DGX Cloud and NVIDIA AI Enterprise

In this webinar, learn how NVIDIA DGX Cloud provides ‌high-performance computing at scale, and how NVIDIA AI Enterprise provides access to hundreds of AV frameworks.

Watch the webinar

NVIDIA DRIVE Infra for AV Development and Testing

Gain insights from NVIDIA's AV training and testing efforts on NVIDIA DGX SuperPOD, including AI infrastructure at scale, overcoming data management challenges, and ML Ops.

Watch the GTC Session

AI Training for AVs

Hear how NVIDIA is developing autonomous vehicles and training neural networks to let AVs perceive and react to their environments.

Listen to the Podcast

The Nuro Driver: An AI-First Autonomous Driving System

In this session, we’ll discuss how Nuro's autonomy software, powered by AI and machine learning, enables driverless vehicles to navigate public roads safely and reliably.

Watch the GTC Session

Open-Source Autonomous Vehicle Simulation With CARLA

Learn how to accelerate the deployment of safer, more efficient transportation with digital assets that support a wide variety of sensor suites.

Watch the GTC Session

Advancing Autonomous Vehicle Simulation With Omniverse and Generative AI

In this session, we'll cover how Omniverse enables core technologies to enhance your simulation workflows, including physically based sensor simulation, realistic physics, and behavior modeling.

Watch the GTC Session

Find out how you can start developing AI-powered autonomous vehicles.