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Baidu World 2016 With NVIDIA CEO Jen-Hsun Huang

Keynote presentation by Jen-Hsun Huang at the Baidu World Conference on August 31, 2016,

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Baidu World 2016 With NVIDIA CEO Jen-Hsun Huang

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  1. Baidu World Conference 2016 Jen-Hsun Huang, Co-Founder & CEO, NVIDIA

  2. NVIDIA — “THE AI COMPUTING COMPANY” Paddle Baidu Deep Learning #1 Deep Learning Platform for AI Researchers #1 in Gaming 100M GeForce Gamers #1 in HPC Accelerators 70% of Top500 #1 in Professional Workstations World’s Largest GPU Computing Company

  3. GPU DEEP LEARNING BIG BANG NIPS (2012) DEEP LEARNING NVIDIA GPU

  4. GPU DEEP LEARNING REACHES “SUPERHUMAN” ImageNet — Accuracy % 96% Human DL 74% Hand-coded CV 2010 2011 2012 2013 2014 2015 2012: Deep Learning researchers worldwide discover GPUs 2015: DNN achieves superhuman image recognition 2015: Deep Speech 2 achieves superhuman voice recognition

  5. WHY DID AI RESEARCHERS ADOPT GPUS FOR DEEP LEARNING?

  6. CLOSE YOUR EYES AND THINK “KUNG FU PANDA”

  7. DID YOU SEE THIS IMAGE IN YOUR MIND?

  8. BRAIN IS LIKE A GPU THINKING IS LIKE THE BRAIN DOING GRAPHICS

  9. NVIDIA GPU IS LIKE A BRAIN

  10. PASCAL “5 MIRACLES” BOOST DEEP LEARNING 65X Pascal 70X 60X 50X 40X 30X 20X Maxwell 10X Kepler X 2013 2014 2015 2016 CoWoS HBM2 NVLink Pascal 16nm FinFET cuDNN Pascal — 5 Miracles NVIDIA DGX-1 AI Supercomputer 65X in 4 YRS 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.

  11. SELF-DRIVING CAR IS GREAT AI CHALLENGE LOCALIZATION CV PERCEPTION AI PERCEPTION AI DRIVING AI DEEP LEARNING

  12. NVIDIA AI SELF-DRIVING CAR PLATFORM CLOUD MAP + CLOUD HD MAP AI ALGORITHMS MAPPING AI PERCEPTION AI LOCALIZATION CV DRIVING AI + NVIDIA DRIVEWORKS OS AI SUPERCOMPUTER NVIDIA DRIVE PX CAR AI SUPERCOMPUTER

  13. NVIDIA + BAIDU PARTNER ON AI SELF-DRIVING CARS +

  14. AI FOR EVERYONE Deep Learning Deep Learning will revolutionize healthcare Deep Learning will revolutionize society will revolutionize transportation

  15. Baidu World Conference 2016

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