THE FUTURE CAR - COMStar Computing Technology …€¦ · · 2015-10-17THE FUTURE CAR . CPU GPU...
Transcript of THE FUTURE CAR - COMStar Computing Technology …€¦ · · 2015-10-17THE FUTURE CAR . CPU GPU...
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Danny Shapiro Sr. Director, Automotive AUGUST 6, 2014
THE FUTURE CAR
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GPU CPU
THE PARALLEL PROCESSING ADVANTAGE
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GAMING
HIGH
PERFORMANCE COMPUTING
AUTO
GPUs and SOCs SYSTEMS
GRAPHICS CARDS
IP
DESIGN and VISUALIZATION
THE WORLD OF VISUAL COMPUTING
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IN THE BEGINNING
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GAMING HAS EVOLVED
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STUNNING VISUAL EFFECTS
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REMARKABLE COMPUTER AIDED DESIGN
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PHOTOREALISTIC STYLING AND DESIGN
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SIMULATION STREAMLINES PRODUCT DESIGN
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SIMULATION MEANS BETTER PRODUCTS, FASTER
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INTERACTIVE POINT OF SALE…
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… AND FROM THE CLOUD
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Car Computers
Super- computers
Workstations Servers
PCs Laptops
Gaming Devices Tablets
Phones
Silicon Valley
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Car Computers
Tomorrow’s Car Computer is a Visual Supercomputer
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The next generation of Tegra will perform at 384 GFLOPS … With four processors per car, a two-car garage would have as much computing power as the $120 million Blue Mountain supercomputer installed at the Los Alamos National Laboratory in 1998.
Gary S. Vasilash
The Supercomputer in your Garage
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AUTOMOTIVE COMPUTING PLATFORM
Tegra Visual Computing Module
LINUX
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NVIDIA AUTOMOTIVE
6.2 M Cars on the Road
New cars coming …
20+ Brands 100+ Models
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High-Res Infotainment
Digital Instrument Clusters
Advanced Driver Assistance Systems
Smart Automotive Tablets
VISUAL COMPUTING IN THE CAR
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VIRTUAL COCKPIT
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VIRTUAL COCKPIT
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THE SOFTWARE DEFINED CAR
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NEXT GENERATION USER EXPERIENCES
High Speed Connectivity
4K Experience Photorealistic Materials
Intelligent Driver Assist
High Fidelity Navigation
Human Interactions
Augmented Reality HUD
Natural Language Processing
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Aerodynamics/CFD
Stealth & Antenna
Satellite Imaging
Computer Vision
Video Enhancement
Signal Processing
GENERAL PURPOSE GPU COMPUTING
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VIDEO ENHANCEMENT AND ANALYTICS
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OPERATING ON A BEATING HEART
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GPU-ACCELERATED FINGERPRINT MATCHING
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One hour of video searched in 5 seconds
Find objects of interest in an hour of video in a matter of seconds
VIDEO AND IMAGERY SEARCH AND ANALYSIS
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Image “Sara”
MACHINE LEARNING USING DEEP NEURAL NETWORKS
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GOOGLE DATACENTER
1,000 CPU Servers 2,000 CPUs • 16,000 cores
600 kWatts $5,000,000
STANFORD AI LAB
3 GPU-Accelerated Servers 12 GPUs • 18,432 cores
4 kWatts $33,000
Now You Can Build Google’s Artificial Brain on the Cheap
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ARTIFICIAL INTELIGENCE ON THE GPU
OPTIMIZED SEARCH
OBJECT RECOGNITION
LANGUAGE PROCESSING
MACHINE LEARNING
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SUPERCOMPUTING FOR DRIVER ASSISTANCE
Optical Flow Histogram Feature Detection
Pedestrian Detection Blind Spot Monitoring
Lane Departure Warning
Collision Avoidance Traffic Sign Recognition Adaptive Cruise Control
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Computer Vision on CUDA
Feature Detection / Tracking ~30 GFLOPS @ 30 Hz
Object Recognition / Tracking ~180 GFLOPS @ 30 Hz
3D Scene Interpretation ~280 GFLOPS @ 30 Hz
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THE ROAD TO THE SELF DRIVING CAR DEPENDS ON VISUAL SUPERCOMPUTING
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THE ROAD TO THE SELF DRIVING CAR DEPENDS ON VISUAL SUPERCOMPUTING
AUDI TRAFFIC JAM PILOT
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LET’S SHOW THE WORLD WHAT’S NEXT