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About

Software is what turns a vehicle into an intelligent machine. The NVIDIA DRIVE™ Software stack is open, empowering developers to efficiently build and deploy a variety of state-of-the-art AV applications, including perception, localization and mapping, planning and control, driver monitoring, and natural language processing. The foundation of the DRIVE Software stack, DRIVE OS is the first safe operating system for accelerated computing. It includes NvMedia for sensor input processing, NVIDIA CUDA® libraries for efficient parallel computing implementations, NVIDIA TensorRT™ for real-time AI inference, and other developer tools and modules to access hardware engines. The NVIDIA DriveWorks® SDK provides middleware functions on top of DRIVE OS that are fundamental to autonomous vehicle development. These consist of the sensor abstraction layer (SAL) and sensor plugins, data recorder, vehicle I/O support, and a deep neural network (DNN) framework.

About

NVIDIA TensorRT is an ecosystem of APIs for high-performance deep learning inference, encompassing an inference runtime and model optimizations that deliver low latency and high throughput for production applications. Built on the CUDA parallel programming model, TensorRT optimizes neural network models trained on all major frameworks, calibrating them for lower precision with high accuracy, and deploying them across hyperscale data centers, workstations, laptops, and edge devices. It employs techniques such as quantization, layer and tensor fusion, and kernel tuning on all types of NVIDIA GPUs, from edge devices to PCs to data centers. The ecosystem includes TensorRT-LLM, an open source library that accelerates and optimizes inference performance of recent large language models on the NVIDIA AI platform, enabling developers to experiment with new LLMs for high performance and quick customization through a simplified Python API.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Automakers that want to build autonomous vehicles

Audience

Machine learning engineers and data scientists seeking a tool to optimize their deep learning operations

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Supported

Company Information

NVIDIA
Founded: 1993
United States
www.nvidia.com/en-us/self-driving-cars/drive-platform/software/

Company Information

NVIDIA
Founded: 1993
United States
developer.nvidia.com/tensorrt

Alternatives

Alternatives

OpenVINO

OpenVINO

Intel
DriveMod

DriveMod

Cyngn

Categories

Autonomous Driving Supported

Categories

AI Inference Supported

Integrations

Brytlyt Supported
Centific Supported
Coiled Supported
Fiddler AI Supported
FriendliAI Supported
Gemma 2 Supported
GrackerAI Supported
Ludeo Supported
MobiledgeX Supported
Paal AI Supported
PyTorch Not Supported
SQream Supported
Sama Supported
ScrapeGraphAI Supported
Secuvy AI Supported
StarWind HyperConverged Appliance Video Supported
TabPFN-3.5 Supported
icetana Supported
io.net Supported
viisights Supported

Integrations

Brytlyt Not Supported
Centific Not Supported
Coiled Not Supported
Fiddler AI Not Supported
FriendliAI Not Supported
Gemma 2 Not Supported
GrackerAI Not Supported
Ludeo Not Supported
MobiledgeX Not Supported
Paal AI Not Supported
PyTorch Supported
SQream Not Supported
Sama Not Supported
ScrapeGraphAI Not Supported
Secuvy AI Not Supported
StarWind HyperConverged Appliance Video Not Supported
TabPFN-3.5 Not Supported
icetana Not Supported
io.net Not Supported
viisights Not Supported
Claim NVIDIA DRIVE and update features and information
Claim NVIDIA DRIVE and update features and information
Claim NVIDIA TensorRT and update features and information
Claim NVIDIA TensorRT and update features and information