nvidia drive | level 2+ autonomous vehicle solution · 2021. 6. 10. · the nvidia drive sdk...

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NVIDIA DRIVE The NVIDIA DRIVE ® autonomous vehicle (AV) platform is a full-stack solution for highly automated, supervised driving through fully autonomous operation. It includes active safety, automated driving, and parking—plus AI cockpit capabilities— scaling from Level 2+ to Level 5. SYSTEM HARDWARE AND ARCHITECTURE: NVIDIA DRIVE Orin SoC: > Integrated next-generation GPU architecture and Arm Cortex-A78AE CPU cores > 254 TOPS—more than 8X the performance of the previous-generation SoC > Adherence to systematic safety standards such as ISO 26262 ASIL-D > Architecture that scales from ADAS to Level 5 The NVIDIA DRIVE Level 2+ solution is powered by two NVIDIA DRIVE Orin systems-on-a-chip—one for active safety, automated driving, and parking applications, and one for AI cockpit capabilities. It also includes the NVIDIA DRIVE Hyperion sensor suite for developers to evaluate their AV platform. DRIVE Hyperion includes: > Eight cameras, five radars, and twelve ultrasonic sensors that interpret scenes with 360-degree awareness to produce a comprehensive environmental model. > Three interior sensing cameras for driver and occupant monitoring. ENET ORIN MCU DDR EMMC NOR 4 DISPLAYS SERDES ORIN ENET SERDES DDR EMMC NOR DRIVE AV COMPUTER DRIVE IX COMPUTER ULTRASONIC I/O SERDES ACTUATION 12 ULTRASONIC SENSORS 8 CAMERAS VEHICLE INTERFACES 5 RADARS 3 CABIN CAMERAS NVIDIA DRIVE | LEVEL 2+ AUTONOMOUS VEHICLE SOLUTION | JUN21

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Page 1: NVIDIA Drive | Level 2+ Autonomous Vehicle Solution · 2021. 6. 10. · The NVIDIA DRIVE SDK provides a complete development environment for building and deploying state-of-the-art

NVIDIA DRIVE

The NVIDIA DRIVE® autonomous vehicle (AV) platform is a full-stack solution for highly automated, supervised driving through fully autonomous operation. It includes active safety, automated driving, and parking—plus AI cockpit capabilities—scaling from Level 2+ to Level 5. SYSTEM HARDWARE AND ARCHITECTURE:NVIDIA DRIVE Orin™ SoC:

> Integrated next-generation GPU architecture and Arm Cortex-A78AE CPU cores

> 254 TOPS—more than 8X the performance of the previous-generation SoC

> Adherence to systematic safety standards such as ISO 26262 ASIL-D

> Architecture that scales from ADAS to Level 5

The NVIDIA DRIVE Level 2+ solution is powered by two NVIDIA DRIVE Orin systems-on-a-chip —one for active safety, automated driving, and parking applications, and one for AI cockpit capabilities. It also includes the NVIDIA DRIVE Hyperion™ sensor suite for developers to evaluate their AV platform. DRIVE Hyperion includes:

> Eight cameras, five radars, and twelve ultrasonic sensors that interpret scenes with 360-degree awareness to produce a comprehensive environmental model.

> Three interior sensing cameras for driver and occupant monitoring.

ENETORIN

MCU

DD

R

EMM

C

NO

R

4 DISPLAYSSERDESORIN

ENET

SERDES

DD

R

EMM

C

NO

R

DRIVE AV COMPUTER

DRIVE IX COMPUTER

ULTRASONIC I/O

SERDES

ACTUATION

12 ULTRASONIC SENSORS

8 CAMERAS

VEHICLE INTERFACES

5 RADARS

3 CABIN CAMERAS

NVIDIA DRIVE | LEVEL 2+ AUTONOMOUS VEHICLE SOLUTION | JUN21

Page 2: NVIDIA Drive | Level 2+ Autonomous Vehicle Solution · 2021. 6. 10. · The NVIDIA DRIVE SDK provides a complete development environment for building and deploying state-of-the-art

DRIVE AV

DRIVEWORKS

DRIVE OS

DRIVE IXNCAP

& Active Safety

Localization

MapStream

Map Creation

Route Plan

Lane Plan

Behavior (SFF)

Obstacle

Path

Wait Conditions

Parking Spot

Blindness

Sensor Abstraction

NvMedia NvStreams CUDA Developer ToolsTensorRT

Recorder Calibration EgomotionVehicle I/O DNN Framework

Image/Point Cloud Processing

QNX – Cluster

IVI – Linux

Android

AV Confidence View

AR HUD

Parking Viz

Surround Stitch

Interior Sensing

Speech

Gesture

Driver Authentication

Automated Driving Parking Visualization AI Applications OEM Cockpit

VEHICLE ABSTRACTION

LAYER

OTA AND DATA COLLECTION

NVIDIA DRIVE AGX ORIN™

SUPPORTED FEATURES:

END-TO-END SOLUTIONThe NVIDIA DRIVE Level 2+ solution is trained and validated on NVIDIA DRIVE Infrastructure—a true end-to-end development process based on a unified computing architecture. It starts with NVIDIA DGX™ systems, which enable streamlined, large-scale DNN training and optimization. Using the power of GPUs and AI, developers can comprehensively train DNNs for autonomous vehicle perception, planning, control, and more. The NVIDIA DRIVE Constellation™ and NVIDIA DRIVE Sim™ platforms provide a virtual proving ground with a near-infinite variety of driving conditions to test and validate DNNs on the same hardware as in the vehicle. Combined with the DRIVE AV solution, DRIVE Infrastructure creates a continuous development cycle for constant improvement.

This software-defined vehicle platform delivers continual enhancements for the end consumer as well. With over-the-air updates, automakers can deliver new features and capabilities throughout the life of the car, extending joy to the customer and creating new, transformative business models.

© 2021 NVIDIA Corporation. All rights reserved. NVIDIA, the NVIDIA logo, NVIDIA AGX, NVIDIA DRIVE, NVIDIA DRIVE Constellation, NVIDIA DRIVE Hyperion, NVIDIA DRIVE Sim, NVIDIA DGX, NVIDIA Orin, and NVIDIA Safety Force Field are trademarks and/or registered trademarks of NVIDIA Corporation. All other company and product names are trademarks or registered trademarks of the respective owners with which they are associated. Features, pricing, availability, and specifications are all subject to change without notice. JuN21

NVIDIA DRIVE SOFTWAREThe NVIDIA DRIVE SDK provides a complete development environment for building and deploying state-of-the-art autonomous software applications, including perception, localization, mapping, planning and control, driver monitoring, and natural language processing. It includes the NVIDIA DRIVE OS for Safety SDK for safety assessment-ready accelerated computing and the NVIDIA DriveWorks SDK for comprehensive middleware functions. NVIDIA DRIVE AV and DRIVE IX software applications provide the DNNs and advanced algorithmic modules for perception, mapping, and planning—including NVIDIA Safety Force Field™—as well as intelligent cockpit capabilities.

Active Safety Highway Driving Urban Driving and Parking Cockpit

> Automatic Emergency Braking > Road Lane Departure Mitigation > Speed Limit Information > Speed Limitation > Traffic Light Assist > Reversing Assist

> Adaptive Cruise Control > Lane Keep Assist > Driver-Initiated Lane Change > Automatic Lane Change > Lane Fork to Follow Route (Highway Interchange)

> Lane Merge > Speed Adaptations for Curves and Speed Limit Changes

> Approaching Stopped Traffic

> Traffic Light Stop at Intersection > Protected Intersection Turn > Unprotected Intersection Turn > Roundabout > Yield to Pedestrian Crossing > Parking Assist > Parking UX > Remote Parking

> Confidence View > Augmented Reality > AR HUD > Parking Visualization > Fused Awareness > Conversational AI > Driver/Occupant Monitoring > Activity Monitoring