gtc 2012 jen-hsun huang keynote
DESCRIPTION
NVIDIA CEO and Co-founder presents the keynote at GTC 2012.TRANSCRIPT
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Jen-Hsun Huang Co-founder, President and CEO, NVIDIA GTC | San Jose Convention Center | May 15, 2012
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CUDA by the Numbers
2008 2012
4,000 Academic Papers
22,500 Academic Papers
150K CUDA Downloads
1.5M CUDA Downloads
60 Universities
560 Universities
35 Supercomputers
1 Supercomputer
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Technical Papers Published
25000
0
20000
15000
10000
5000
CUDA Hadoop OpenMP
2007 2008 2009 2010 2011
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“I want to say thanks to the engineers at NVIDIA!
CUDA has saved my thesis. ” Stanley Reid Seibert
University of Texas, Austin
“When I first programmed in CUDA I was so excited to see the
progress of the algorithm literally within seconds... I was unable to sleep.
” Dr. Gary Junkin
Universidad Autónoma de Barcelona
“GPU computing has utterly transformed
the science we can do.
” Iain Couzin
Princeton University
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2007 Supercomputing Exhibit Floor
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2011 Supercomputing Exhibit Floor
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Artificial Intelligence
Astronomy
Astrophysics
Audio Processing
Bioinformatics
Business Intelligence
Climate & Weather Modeling
Cloud Computing
Computational Finance
Computational Fluid Dynamics
Computational Photography
Computational Physics
Computational Structural Mechanics
Computer Graphics
Computer Vision
Film Effects
Electronic Design Automation
Energy Exploration
Image Processing
Machine Learning
Machine Vision
Medical Imaging
Molecular Dynamics
Numerical Processing
Quantum Chemistry
Ray Tracing
Stereoscopic 3D
Video Processing
Visualization
The Science of GTC
ADAPTIVE
RADIOTHERAPY
DENDRITE
SIMULATION
COLLECTIVE
BEHAVIOR
COMBUSTION
EFFICIENCY
AIR TRAFFIC
MODELING
SEISMIC
TOMOGRAPHY
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Graphics Computing
KEPLER
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DEMO: 690 REVEAL
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DEMO: DESTRUCTION
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DEMO: WATER
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KEPLER THE WORLD’S FASTEST, MOST EFFICIENT HPC ACCELERATOR
SMX
Hyper-Q
Dynamic Parallelism
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3x Energy-Efficient
Performance
CONTROL LOGIC
192 cores
CONTROL LOGIC
32 cores
Fermi
SM Kepler
SMX
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Hyper-Q
FERMI 1 Work Queue
KEPLER 32 Concurrent Work Queues
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Without Hyper-Q
Time
100
50
0
GPU
Uti
lizati
on %
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With Hyper-Q
Time
100
50
0
GPU
Uti
lizati
on %
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CPU Fermi GPU CPU Kepler GPU
Dynamic Parallelism
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Dynamic Parallelism
Too fine Adaptive Too coarse
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DEMO: NBODY
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DEMO: GALAXY
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3x Single Precision
1.8x Memory Bandwidth
Imaging, Signal, Seismic
3x Double Precision
Hyper-Q, Dynamic Parallelism
CFD, FEA, Finance, Physics
Tesla K10 Tesla K20
Available Q4 2012 Available Now
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Something New…
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Graphics Computing
Cloud
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KEPLER THE WORLD’S FIRST GPU for CLOUD COMPUTING
Virtualized GPU
Low-Latency Remote Display
Super Energy-Efficient
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World’s First Virtualized GPU
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“BYOD”
Windows PCs Tablets and
Smartphones
Macs
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“PC as an APP”
Virtual Machine
Guest OS
Application
Citrix XenDesktop
Software Graphics Software Encoder
Hypervisor
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NVIDIA VGX GPU-Accelerated VDI
Hypervisor Virtual Machine
Guest OS
NVIDIA Driver & Software
Citrix XenDesktop
Application
Remote Display
KEPLER GPU
GPU MMU
Per-VM Channel
Virtual GPU Manager
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SUMIT DHAWAN Group VP and GM
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DEMO: CITRIX
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GRADY COFER Visual Effects Supervisor
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DEMO: ILM
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DEMO: 100 SCREENS
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DAVID YEN GM and SVP, Data Center Group
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Video Distribution
0
50
100
150
200
250
Blu Ray/DVDSales & Rentals
Video Services (Pay TV + Streaming)
Sources: PWC, ABI Research
Billion
Dollars
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GeForce® GRID
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Game Input Lag in Milliseconds
100
100
50
30
10
75
30
15
5
66
66
66
0 50 100 150 200 250 300 350 400
Console + TV
Cloud Gen I
Gaikaipowered by
Geforce Grid
Game pipeline Display
Pro Athlete
Pro Gamer
Average human
response time
MLB
pitch
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Game Input Lag in Milliseconds
100
100
50
30
10
75
30
15
5
66
66
66
0 50 100 150 200 250 300 350 400
Console + TV
Cloud Gen I
Gaikaipowered by
GeForceGRID
Game pipeline Capture/Encode Network Decode Display
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DAVID PERRY CEO and Co-Founder
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DEMO
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NVIDIA Cloud GPU Ecosystem
Enterprise VDI
Cloud Gaming Service
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Graphics Computing
Cloud