GTC 2013 Jen-Hsun Huang Keynote
description
Transcript of GTC 2013 Jen-Hsun Huang Keynote
CONNECTING PEOPLE WITH IDEAS
Wave Works
Real-Time Beaufort-Scale Ocean Simulation
Rendering the Human Face
uncanny valley
human likeness 50% 100%
Fam
ilia
rity
Face Works
Advanced Real-Time Character Performance
GPU Computing
Growth of GPU Computing
2008 2013
4,000 Academic Papers
150K CUDA Downloads
60 University Courses
100M CUDA –Capable GPUs
1 Supercomputer
430M CUDA-Capable GPUs
50 Supercomputers
1.6M CUDA Downloads
640 University Courses
37,000 Academic Papers
2008 Supercomputing Exhibit Floor
2012 Supercomputing Exhibit Floor
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2007 2008 2009 2010 2011 2012
Top500: Performance from Accelerators To
tal Perf
orm
ance (
PFLO
PS)
NVIDIA Kepler
NVIDIA Fermi
Intel Xeon Phi
IBM Cell
Other
EUROPE’S FASTEST GPU SUPERCOMPUTER Piz Daint
Science of GTC
3D Genomics Baylor & Rice
Gigapixel Camera Arrays Duke & Arizona
Centrifuge Analysis Beckman Coulter
Alzheimer’s Research Stanford
High Energy Physics Princeton
Materials Simulations Oak Ridge National Lab
2007 2008 2009 2010 2011 2012
GPUs and Big Data
500M Tweets
1M Expressions
<5 Minutes
Tweets Per Day
500
400
300
200
100
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Millions
JASON TITUS CTO
GPUs and Audio Search
2013 2012 2011 2010 2009 2008
300M
200M
100M
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300M User Queries (per month)
SHAZAM
DEMO: CORTEXICA
Visual Search Evolution
PAST FUTURE
3D Objects
Brands
Facial Recognition
CURRENT
Wine Labels
Books & CD Covers
GPUs and Visual Search
Color Inversion
5x Segmentation
5x Face Detection
6x Transforms
10x
Feature Detection
6x Depth Maps
25x
Fitting
60x
Optical Flow
10x Point Clouds
50x
Edge Detection
60x
Histogram of Oriented Gradients
5x
Corner Detection
8x
GPU Roadmap
2012 2014 2008 2010
DP G
FLO
PS p
er
Watt
Kepler
Tesla
Fermi
Maxwell
Volta Stacked DRAM
Unified Virtual Memory
Dynamic Parallelism
FP64
CUDA
32
16
8
4
2
1
0.5
Kepler
Volta with Stacked DRAM
Tegra Roadmap
2013 2015 2014 2011 2012
Perf
orm
ance
100
10
1
Tegra 4
Tegra 2
Tegra 3
Logan
Parker Denver CPU Maxwell GPU FinFET
Kepler GPU CUDA OpenGL 4.3
1st LTE SDR Modem Computational Camera
1st Quad A9 1st Power-Saver Core
1st Dual A9
KAYLA
Remote Graphics
NVIDIA GRID Enterprise Ecosystem
CAD ON GRID
The World’s 1st Visual Computing Appliance
Remote GPU-Accelerated Workspace
GRID available to ALL 16 Concurrent Users
NVIDIA GRID Visual Computing Appliance
GIAN PAOLO BASSI VP, Research & Development
SolidWorks on GRID
JAMES FOX CEO, Dawnrunner
Adobe & Autodesk on GRID
LUDWIG FUCHS CEO
RTT on GRID
Point-of-Sale Interactive Showroom
on GRID
JULES URBACH Founder & CEO
JOSH TRANK Director, Fantastic Four
LA
San Jose
Announcing
NVIDIA GRID VCA
Kepler GPUs (4GB FB ea) 8 16
CPU Threads 16 32
System Memory 192 GB 384 GB
BASE
$24,900 + $2,400/yr SW license
(unlimited devices)
MAX
$39,900 + $4,800/yr SW license
(unlimited devices)
CONNECTING PEOPLE WITH IDEAS