baidu world 2016 with nvidia ceo jen-hsun huang
TRANSCRIPT
Baidu World Conference 2016Jen-Hsun Huang, Co-Founder & CEO, NVIDIA
NVIDIA — “THE AI COMPUTING COMPANY”
World’s Largest GPU Computing Company
#1 in HPC Accelerators70% of Top500
#1 in Gaming100M GeForce Gamers
#1 in Professional Workstations
#1 Deep Learning Platform for AI Researchers
PaddleBaidu Deep Learning
NIPS (2012)
GPU DEEP LEARNING BIG BANG
DEEP LEARNING NVIDIA GPU
GPU DEEP LEARNING REACHES “SUPERHUMAN”
74%
96%
2010 2011 2012 2013 2014 2015
Hand-coded CV
Human
DL
ImageNet — Accuracy %
2012: Deep Learning researchers worldwide discover GPUs
2015: DNN achieves superhuman image recognition
2015: Deep Speech 2 achieves superhuman voice recognition
WHY DID AI RESEARCHERS ADOPT GPUS FOR DEEP LEARNING?
CLOSE YOUR EYES AND THINK“KUNG FU PANDA”
DID YOU SEE THIS IMAGE IN YOUR MIND?
BRAIN IS LIKE A GPU
THINKING IS LIKE THE BRAIN DOING GRAPHICS
NVIDIA GPU IS LIKE A BRAIN
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
HBM216nm
FinFET
Pascal
SELF-DRIVING CAR IS GREAT AI CHALLENGE
PERCEPTION AI LOCALIZATION CV DRIVING AIPERCEPTION AI
DEEP LEARNING
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
NVIDIA + BAIDU PARTNER ON AI SELF-DRIVING CARS
+
AI FOR EVERYONE
Deep Learning will revolutionize transportation
Deep Learning will revolutionize healthcare
Deep Learning will revolutionize society
Baidu World Conference 2016