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  • &

  • ENTERPRISE HPC &

  • GPU 20152008

    3,000,000CUDA

    150,000CUDA

    60,000

    4,000

    800 CUDA

    60 CUDA

    54,000

    77

    450,000Tesla GPU

    6,000Tesla GPU

    319CUDA

    27CUDA

  • GEFORCE NOW

    You listen to music on Spotify. You watch movies on Netflix. GeForce Now lets you play games the same way.

    Instantly stream the latest titles from our powerful cloud-gaming supercomputers. Think of it as your game console in the sky.

    Gaming is now easy and instant.

    PC

    GRID 2.0 PC

    HPC

  • GPU

    CUDA Fellow

  • VDI

    100GB10TB

    (10MB/s)

  • 100GB10TB

    VDI

    (10Mbps)

    VDI

  • TSUBAME2.5 VDI () 4224 GPU (Tesla K20X)

    NVIDIA GRID K2 x 3

    HP ProLiant SL250s 3Xeon(R) CPU E5-2660 v2

    2.20GHz 2128GB

  • TSUBAMECAE(CST MWStudio)

    TSUBAMETSUBAMEHD

    (1670)(SPH) (8700)(VOF) (1.1)

    TSUBAME2.5 VDI ()

  • NVIDIA GRID 2.0

  • vGPU

    NVIDIA GRID vGPU

    VMwareHorizon View

    CitrixXenDesktop

    OSWindows

    NVIDIA

    OSLinux

    NVIDIA

    vGPU

    vGPU

    GRIDCPU

  • NVIDIA GRID

  • GRID

    GRID

    GRID PC

    NVIDIA GPU (TESLA M6/M60)

    +

    ()

    NVIDIA GRID 2.0

  • 1,0001

    10

    10

    30

    GPU 30

  • GPU

    35000

    2.5

    300

  • DIGITS

    cuDNN DevBox TITAN X TESLA

  • NVIDIA cuDNN

    CaffeChainerTheanoTorch GPU

    poolingReLUsigmoidsoftmaxTANH

    GPU

    LinuxWindowsOSX Linux for Tegra (ARM)

    GPU

    http://developer.nvidia.com/cuDNN

    0

    20

    40

    60

    80

    cuDNN 1(TITAN Black)

    cuDNN 2(TITAN X)

    cuDNN 3(TITAN X)

    1100

    http://developer.nvidia.com/cuDNN

  • NVIDIA DIGITS GPU

    Test Image

    DNN

    http://developer.nvidia.com/digits

    http://developer.nvidia.com/digits

  • DIGITS

    CUDA

  • DIGITS

    (Caffe, Chainer, Torch, Theano)

    cuDNN

    CUDA

    GPU

  • GPUDL

    DL Chainer

    Chainer

  • Preferred Networks

  • Distributed Cooperative Deep LearningIoT

  • From Sensing to Controlling ActionIoT

    Data Collection

    Control

    Sensing

    Cooperate

  • Chainer

    ChainerCUDA

    GPU

    GPU

    Python

    feed-forwardconvnetrecurrent recursive nets

    A Powerful, Flexible, and Intuitive Framework of Neural Networks

  • DAVE

    DARPA (2004)

  • NVIDIA

    800

    20 100

  • NVIDIA

  • ADAS

    FPGA

    CV ASIC

    SENSE ACTPLAN

    CPU

    BRAKE

    WARN

  • ADAS

    ACTSENSE ACT

    ACCELERATE

    PLAN

    STEER

    BRAKE

    WARN

    FPGA

    CV ASICCPU

  • ADAS

  • FPGA

    CV ASIC

    SENSE ACT

    ACCELERATE

    PLAN

    CPU

    DNN

    STEER

    BRAKE

    WARN

  • Audi A7

    Image source: Unsupervised Learning of Hierarchical Representations with Convolutional Deep Belief Networks ICML 2009 & Comm. ACM 2011.Honglak Lee, Roger Grosse, Rajesh Ranganath, and Andrew Ng.

  • DRIVE PX

    NVIDIA GPU

    !

  • NVIDIA DRIVE PX

    2.3

    12

  • Video: Danny-05

  • ADAS Today

  • ZMP

  • 2015 ZMP Inc. All Rights Reserved.

    Robot of Everything

  • ZMP RoboCarNVIDIA DRIVE PX

    2015 ZMP Inc. All Rights Reserved.

    NVIDIA DRIVE PX

    RoboCarDRIVE PX

    DRIVE PX

    MiniVan

    DNN

    /

    DNN

  • OEM

    TIER 1

    TIER 1

    OEM

    SILICON VALLEY

  • MERCI

  • GPU

  • 2012 20142008 2010 2016 2018

    48

    36

    12

    0

    24

    60

    72

    TeslaFermi

    Kepler

    Maxwell

    Pascal3D NVLink

    Volta

    GPU

    SG

    EM

    M /

    W

  • NVLink PCIE Gen 3 5

    Pascal: GPU

  • NVIDIA OpenACC

    http://www.nvidia.com/openacc

    PGI OpenACC

    NVProf

    http://www.nvidia.com/openacc

  • HPC

    2017

    100-300

    10

    IBM POWER9 CPU NVIDIA Volta GPU

    NVLink

    40,000 Volta GPU

    CORAL

    2023

    30

    GPU

    5 (2016-22)

  • 74

    HPC Data Centric Computing-

    IBM POWER9 CPU + NVIDIA Volta GPU

    NVLink

    40

    3,400

    2017

    SUMMIT SIERRA

    150-300

    100

  • 75

    Innovation

    POWER+GPGPU

    POWER + GPGPU Innovation

  • TESLA

    TESLA /

    QUADRO

    &

    VCA, Iray

    DESIGNWORKS

    GRID

    PC &

    vGPU

    HPC

    OpenACC

    CUDA

    cuDNN

    DIGITS

    TESLA

  • Enjoy GTC Japan 2015!

  • WELCOME TO THE FUTURE