NVIDIA founder and CEO Jensen Huang took the stage in Munich — one of the hubs of the global auto industry — to introduce a powerful new AI computer for fully autonomous vehicles and a new VR application for those who design them.
2. 2
1980 1990 2000 2010 2020
Original data up to the year 2010 collected and plotted by M. Horowitz,
F. Labonte, O. Shacham, K. Olukotun, L. Hammond, and C. Batten New plot and data collected for 2010-2015 by K. Rupp
103
105
107
1.5X per year
1.1X per year
TWO FORCES DRIVING
THE FUTURE OF COMPUTING
40 Years of CPU Trend Data
Transistors
(thousands)
Single-threaded perf
3. 3
TWO FORCES DRIVING
THE FUTURE OF COMPUTING
The Big Bang of Deep Learning
1980 1990 2000 2010 2020
Original data up to the year 2010 collected and plotted by M. Horowitz,
F. Labonte, O. Shacham, K. Olukotun, L. Hammond, and C. Batten New plot and data collected for 2010-2015 by K. Rupp
103
105
107
1.5X per year
1.1X per year
40 Years of CPU Trend Data
Transistors
(thousands)
Single-threaded perf
4. 4
1980 1990 2000 2010 2020
Original data up to the year 2010 collected and plotted by M. Horowitz,
F. Labonte, O. Shacham, K. Olukotun, L. Hammond, and C. Batten New plot and data collected for 2010-2015 by K. Rupp
103
105
107
1.5X per year
40 Years of CPU Trend Data
Single-threaded perf
RISE OF NVIDIA GPU COMPUTING
NVIDIA Volta GPU | 21B xtors | 120 TFLOPS
GPU-Computing perf
1.5X per year
1.1X per year
5. 5
RISE OF NVIDIA GPU COMPUTING
CUDA Downloads
5X in 5 Years
Global GTC Attendees
10X in 5 Years
GPU Developers
15X in 5 Years
20172012 2012
1.8M645,000
201720172012
22,000
6. 6
NVIDIA GPU-ACCELERATED APPLICATIONS
Scientific Computing Deep LearningComputer Graphics Data Science
NVIDIA CUDA
AMBER
Molecular
Dynamics
COSMO
Climate
Weather
ChaNGa
Astrophysics
Gaussian
Quantum
Chemistry
Schlumberger WG
Seismic Processing
PowerGrid
Medical Imaging
ANSYS Fluent
Computational Fluid
Dynamics
SIMULIA Abaqus
Finite-Element
Analysis
K-Means Clustering Gradient Boosting
Support Vector MachineGeneralized Linear Model
DATABASES
ANALYTICS
7. 7
NVIDIA GPU-ACCELERATED INDUSTRIES
HPC INTERNET SERVICES TRANSPORTATION MEDICAL IMAGING LOGISTICS
Ride Sharing
Self-Driving Cars
Design &
Simulation
Radiology
Volumetric
Rendering
3D CT
AV Truck
Route
Management
Warehouse
Automation
Photo
Album
Recommendations
Social Media
Weather
Molecular
Dynamics
Materials
Science
8. 8
NVIDIA GPU ACCELERATES
2017 NOBEL PRIZES
IN CHEMISTRY AND PHYSICS Cryogenic Electron Microscopy
Jacques Dubochet, Joachim Frank, Richard Henderson
Detection of Gravitational Waves
Rainer Weiss, Barry Barish, Kip Thorne
Resolution
before 2013
Resolution
at present
9. 9
ANNOUNCING
NVIDIA HOLODECK
THE DESIGN LAB OF THE FUTURE
Photorealistic Models
Physically Simulated Interaction
Virtual Team Collaboration
GPU-accelerated AI
12. 12
ANNOUNCING
NVIDIA HOLODECK
THE DESIGN LAB OF THE FUTURE
Photorealistic Models
Physically Simulated Interaction
Virtual Team Collaboration
GPU-accelerated AI
Early Access NOW
nvidia.com/holodeck
13. 13
THE ERA OF AI
NIPS RegistrationAI Startup Funding
12X in 5 Years
Deep Learning Papers Published
13X in 3 Years
2017201420172012
$6.6B 3,000
-50 -25 0 25
1500
3000
4500
6000
2017
2016
2002
18. 18
SOLVING THE UNSOLVABLE
NVIDIA
Interactive Ray Tracing
NVIDIA / Remedy
Audio-driven Facial Animation
WRNCH
Pose Estimation
University of Edinburgh
Character Animation
UC Berkeley / OpenAI
One-shot Imitation Learning
19. 19
THE WORLD’S AI PLATFORM
NVIDIA AI PLATFORM
IT Services
Automotive
Healthcare
Smart City
Manufacturing
Drones
Fin. Services
Other
NVIDIA Inception: 1,900 DL Startups Every Cloud and Data CenterEvery Framework
24. 24
NEW NVIDIA TENSORRT 3
DRIVE PX 2
JETSON TX2
NVIDIA DLA
TESLA P4
TensorRT
TESLA V100
Programmable Inference Accelerator
Compile and Optimize Neural Networks | Support for Every Framework
Optimize for Each Target Platform
29. 29
NVIDIA TENSORRT
10X BETTER DATA
CENTER TCO
1 NVIDIA HGX with 8 Tesla V100 GPUs
45,000 images / second
3 KWatts
1/6 the Cost | 1/20 the Power
4 Racks in a Box
37. 37
NVIDIA DRIVE
AV COMPUTING PLATFORM
Sensor Fusion: RADAR, LIDAR, Camera | Deep Learning, CV, Parallel Computing
Diversity of Algorithms | ASIL-D Functional Safety | Fully Integrated into NVIDIA BB8
DRIVE PX — AI CAR COMPUTER
DRIVEWORKS SDK
DRIVE AV
DRIVE OS
RADAR Fusion
LIDAR
Point-Cloud Processing
Camera Deep Learning
(Detection)
Camera Deep Learning
(Freespace)
Camera Computer Vision
(SLAM)
HD Map
(Localizing to Map)
Path Planning
42. 42
ANNOUNCING
“PEGASUS”
ROBOTAXI DRIVE PX
320 TOPS CUDA TensorCore | 16x GMSL | 4x 10G | 8x 1G | 16x 100M | Auto-grade | ASIL D
500W | Late Q1 Early Access Partners
Supercomputing Data Center in your Trunk
43. 43
ANNOUNCING
“PEGASUS”
ROBOTAXI DRIVE PX
320 TOPS CUDA TensorCore | 16x GMSL | 4x 10G | 8x 1G | 16x 100M | Auto-grade | ASIL D
500W | Late Q1 Early Access Partners
Supercomputing Data Center in your Trunk
45. 45
ANNOUNCING
“PEGASUS”
ROBOTAXI DRIVE PX
320 TOPS CUDA TensorCore | 16x GMSL | 4x 10G | 8x 1G | 16x 100M | Auto-grade | ASIL D
500W | Late Q1 Early Access Partners
Supercomputing Data Center in your Trunk
46. 46
ANNOUNCING
NVIDIA DRIVE IX SDK
Intelligent Experience Toolkit
Sense Inside & Outside the Vehicle | Deep Learning Powered | Early Access Q4
Your Car is an AI
Customer Application
DRIVE OS
DRIVE AV
Object, Path, Wait Perception
DRIVE IX
Gaze, Head Pose, Gestures, Recognize Face,
Voice Recognition & Lip Reading
Exterior Driver
Recognition
Automatic
Personalization
Inattentive
Driver Alert
Cyclist
Alert
Distracted
Driver Alert
Driver/Passenger
Recognition
47. 47
NVIDIA DRIVE
AI CAR PLATFORM
From Training to Driving | From Processor to AI to AV Stack | From AV to IX
From 3D Simulation to Super-Real-Time Testing | Open Platform for Partners
SILHIL
Data Factory DRIVE AV on DPXTraining on DGX 3D-SIM on DGX RE-SIM on DGX
48. 48
SUPER REAL-TIME
SIMULATION WITH
DGX AND NEW
TENSORRT 3
With 8 NVIDIA DGX
Re-Sim 300,000 miles in 5 hours
Virtually Drive Every Paved Road in U.S. in 2 Days
55. 55
A NEW COMPUTING ERA
NVIDIA Holodeck
Design Lab of the Future
NVIDIA
The World’s AI
Computing Platform
NVIDIA Drive
Open AV Platform for the
Transportation Industry
NVIDIA DRIVE PX
Pegasus
Robotaxi AI Computer
Project Isaac
AI Robot Simulator