Baidu World 2016 With NVIDIA CEO Jen-Hsun Huang

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

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AI FOR EVERYONE

Deep Learning will revolutionize transportation

Deep Learning will revolutionize healthcare

Deep Learning will revolutionize society

Baidu World Conference 2016