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Mathematics and Parallel Computing:
  Powering the 21st Century Industrial Revolution
  Shanker Trivedi, Vice President (Business Development) - NVIDIA Corporation




NVIDIA Confidential
                                                                                1
Super Phones to Super Computers
NVIDIA Confidential
                                                        2
Tesla in 3 of Top 5 Super Computers
                    2500


                    2000


                    1500
        Gigaflops




                    1000


                     500


                       0
                           Tianhe-1A   Jaguar   Nebulae   Tsubame   Hopper II
NVIDIA Confidential
                                                                                3
Tesla “Green” Supercomputing
                    2500                                                        8

                                                                                7
                    2000
                                                                                6

                    1500                                                        5




                                                                                    Megawatts
        Gigaflops




                                                                                4
                    1000                                                        3

                                                                                2
                     500
                                                                                1

                       0                                                        0
                           Tianhe-1A   Jaguar   Nebulae   Tsubame   Hopper II
NVIDIA Confidential
                                                                                                4
Super Computing Across Industries



        Drug Design       Seismic Imaging            Automotive Design               Medical Imaging
     Molecular Dynamics   Reverse Time Migration   Computational Fluid Dynamics     Computed Tomography




      Astrophysics         Options Pricing         Product Development             Weather Forecasting
               n-body          Monte Carlo         Finite Difference Time Domain     Atmospheric Physics
NVIDIA Confidential
                                                                                                           5
Gene Sequencing




 NVIDIA Confidential
                       6
Diagnostic
Imaging




 NVIDIA Confidential
                       7
Seismic
Processing




 NVIDIA Confidential
                       8
Defense and Intelligence




  NVIDIA Confidential
                           9
Financial Risk Management




 NVIDIA Confidential
                            10
Automobile Design – CFD




 NVIDIA Confidential
                          11
CUDA Ecosystem
                          Applications                     Developer Tools




           Languages & APIs              Cloud Computing                  Partners
                                                                       Microsoft, Dell
                CUDA C/C++                                       HP, IBM, ASUS, SuperMicro
    DirectX11 Fortran         OpenCL                               Accelereyes, Acceleware, EM
                                                               Photonics, MAGMA, PGI, Rogue Wave,
            pyCUDA GPU.NET                    EC2                          StoneRidge



                      Research &
                      Education          CUDA Zone
NVIDIA Confidential
                                                                                                    12
[Industrial Light and Magic video]




NVIDIA Confidential
                                                           13
NVIDIA Confidential
                      14
Better Science @ Lower Cost
  Using Industry Standard Parallel Computing


NVIDIA Confidential
                                               15
[Three Pillars of Science video]
                      http://www.nvidia.com/object/race-for-better-science.html




NVIDIA Confidential
                                                                                  16
NVIDIA Confidential
                      17
Additional Materials

!   “Illumination Effect in Reverse Time Migration”, Bruno Kaelin et
    al
    !   http://www.fusiongeo.com/publications/k3d/3DGeo-
        IlluminationEffects_EAGE2007.pdf
!   “Implementing 3D Finite Difference Codes on the GPU” by P.
    Micikevicius
    !   Slides: http://www.nvidia.com/content/GTC/documents/1006_GTC09.pdf
    !   Video :
        http://developer.download.nvidia.com/compute/cuda/docs/
        GTC09Materials.htm (talk 1006P
CUDA Resources

!   Introduction (basics, assume no GPU knowledge):
       !   Video: http://developer.download.nvidia.com/CUDA/training/cudaintrowebinar.mp4
       !   Slides: http://www.nvidia.com/content/PDF/sc_2010/CUDA_Tutorial/SC10_CUDA_C_Basics.pdf
!   Fundamental optimization:
       !   The two presentations are largely the same, the second one has some updates but no audio/video
       !   Slides/video: http://www.nvidia.com/object/gtc2010-presentation-archive.html#session2011
      !   http://www.nvidia.com/content/PDF/sc_2010/CUDA_Tutorial/SC10_Fundamental_Optimizations.pdf
!   Advanced optimization:
      !   The two presentations are largely the same, the second one has some updates but no audio/video
      !   Slides/video: http://www.nvidia.com/object/gtc2010-presentation-archive.html#session2012
      !   http://www.nvidia.com/content/PDF/sc_2010/CUDA_Tutorial/SC10_Analysis_Driven_Optimization.pdf
!   Miscellaneous:
      !   all NVIDIA webinars: http://developer.nvidia.com/object/gpu_computing_online.html#Previously
      !   all NVIDIA tutorials from Supercomputing 2010: http://www.nvidia.com/object/sc10_cuda_tutorial.html
ICME Stanford
     May 7, 2011
     Shanker Trivedi
VP, Business Development

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Icme Stanford 20110507 Final

  • 1. Mathematics and Parallel Computing: Powering the 21st Century Industrial Revolution Shanker Trivedi, Vice President (Business Development) - NVIDIA Corporation NVIDIA Confidential 1
  • 2. Super Phones to Super Computers NVIDIA Confidential 2
  • 3. Tesla in 3 of Top 5 Super Computers 2500 2000 1500 Gigaflops 1000 500 0 Tianhe-1A Jaguar Nebulae Tsubame Hopper II NVIDIA Confidential 3
  • 4. Tesla “Green” Supercomputing 2500 8 7 2000 6 1500 5 Megawatts Gigaflops 4 1000 3 2 500 1 0 0 Tianhe-1A Jaguar Nebulae Tsubame Hopper II NVIDIA Confidential 4
  • 5. Super Computing Across Industries Drug Design Seismic Imaging Automotive Design Medical Imaging Molecular Dynamics Reverse Time Migration Computational Fluid Dynamics Computed Tomography Astrophysics Options Pricing Product Development Weather Forecasting n-body Monte Carlo Finite Difference Time Domain Atmospheric Physics NVIDIA Confidential 5
  • 6. Gene Sequencing NVIDIA Confidential 6
  • 9. Defense and Intelligence NVIDIA Confidential 9
  • 10. Financial Risk Management NVIDIA Confidential 10
  • 11. Automobile Design – CFD NVIDIA Confidential 11
  • 12. CUDA Ecosystem Applications Developer Tools Languages & APIs Cloud Computing Partners Microsoft, Dell CUDA C/C++ HP, IBM, ASUS, SuperMicro DirectX11 Fortran OpenCL Accelereyes, Acceleware, EM Photonics, MAGMA, PGI, Rogue Wave, pyCUDA GPU.NET EC2 StoneRidge Research & Education CUDA Zone NVIDIA Confidential 12
  • 13. [Industrial Light and Magic video] NVIDIA Confidential 13
  • 15. Better Science @ Lower Cost Using Industry Standard Parallel Computing NVIDIA Confidential 15
  • 16. [Three Pillars of Science video] http://www.nvidia.com/object/race-for-better-science.html NVIDIA Confidential 16
  • 18. Additional Materials !   “Illumination Effect in Reverse Time Migration”, Bruno Kaelin et al ! http://www.fusiongeo.com/publications/k3d/3DGeo- IlluminationEffects_EAGE2007.pdf !   “Implementing 3D Finite Difference Codes on the GPU” by P. Micikevicius !   Slides: http://www.nvidia.com/content/GTC/documents/1006_GTC09.pdf !   Video : http://developer.download.nvidia.com/compute/cuda/docs/ GTC09Materials.htm (talk 1006P
  • 19. CUDA Resources !   Introduction (basics, assume no GPU knowledge): !   Video: http://developer.download.nvidia.com/CUDA/training/cudaintrowebinar.mp4 !   Slides: http://www.nvidia.com/content/PDF/sc_2010/CUDA_Tutorial/SC10_CUDA_C_Basics.pdf !   Fundamental optimization: !   The two presentations are largely the same, the second one has some updates but no audio/video !   Slides/video: http://www.nvidia.com/object/gtc2010-presentation-archive.html#session2011 ! http://www.nvidia.com/content/PDF/sc_2010/CUDA_Tutorial/SC10_Fundamental_Optimizations.pdf !   Advanced optimization: !   The two presentations are largely the same, the second one has some updates but no audio/video !   Slides/video: http://www.nvidia.com/object/gtc2010-presentation-archive.html#session2012 ! http://www.nvidia.com/content/PDF/sc_2010/CUDA_Tutorial/SC10_Analysis_Driven_Optimization.pdf !   Miscellaneous: !   all NVIDIA webinars: http://developer.nvidia.com/object/gpu_computing_online.html#Previously !   all NVIDIA tutorials from Supercomputing 2010: http://www.nvidia.com/object/sc10_cuda_tutorial.html
  • 20. ICME Stanford May 7, 2011 Shanker Trivedi VP, Business Development