Jen-Hsun Huang, CEO of NVIDIA, gave a keynote speech at the 2016 Baidu World Conference. He discussed how NVIDIA GPUs have become the dominant platform for artificial intelligence research and deep learning. GPUs enabled breakthroughs like superhuman image recognition in 2012 and voice recognition in 2015. NVIDIA's Pascal GPU architecture provides a 65x speedup for deep learning compared to 4 years ago. Huang outlined NVIDIA's work in self-driving cars through its Drive PX platform and partnership with Baidu to apply AI to transportation and other domains.
2. NVIDIA — “THE AI COMPUTING COMPANY”
World’s Largest
GPU Computing Company
#1 in HPC Accelerators
70% of Top500
#1 in Gaming
100M GeForce Gamers
#1 in Professional
Workstations
#1 Deep Learning Platform
for AI Researchers
Paddle
Baidu Deep Learning
10. PASCAL “5 MIRACLES” BOOST
DEEP LEARNING 65X
Pascal — 5 Miracles NVIDIA DGX-1 AI Supercomputer 65X in 4 YRS
Kepler
Maxwell
Pascal
X
10X
20X
30X
40X
50X
60X
70X
2013 2014 2015 2016
Chart: Relative speed-up of images/sec vs K40 in 2013. AlexNet training throughput based on 20 iterations. CPU: 1x E5-2680v3 12 Core 2.5GHz. 128GB System Memory, Ubuntu 14.04. M40 datapoint: 8x M40 GPUs in a node P100: 8x P100 NVLink-enabled.
NVLink cuDNNCoWoS
HBM2
16nm
FinFET
Pascal
11. SELF-DRIVING CAR IS GREAT AI CHALLENGE
PERCEPTION AI LOCALIZATION CV DRIVING AIPERCEPTION AI
DEEP LEARNING
12. NVIDIA AI SELF-DRIVING CAR PLATFORM
CLOUD HD MAP
NVIDIA DRIVEWORKS OS
MAPPING
AI
PERCEPTION
AI
LOCALIZATION
CV
DRIVING
AI
NVIDIA DRIVE PX
CAR AI SUPERCOMPUTER
CLOUD MAP
+
AI ALGORITHMS
+
AI SUPERCOMPUTER
14. AI FOR EVERYONE
Deep Learning
will revolutionize transportation
Deep Learning
will revolutionize healthcare
Deep Learning
will revolutionize society