pyfr past present future
play

PyFR: PastPresentFuture P. E. Vincent Department of Aeronautics, - PowerPoint PPT Presentation

Aug 23, 2023 •388 likes •970 views

PyFR: PastPresentFuture P. E. Vincent Department of Aeronautics, Imperial College London 19 th June 2020 Past | Present | Future Past 2009 - Antony Jameson gave me HT Huynhs AIAA paper on Flux Reconstruction [1] - GPUs becoming a

  1. PyFR: Past—Present—Future P. E. Vincent Department of Aeronautics, Imperial College London 19 th June 2020

  2. Past | Present | Future Past • 2009 - Antony Jameson gave me HT Huynh’s AIAA paper on Flux Reconstruction [1] - GPUs becoming a hot topic (magical 100x speedups etc.) - Rapid increase in FLOPS relative to memory bandwidth - Emergence of massive parallelism [1] A Flux Reconstruction Approach to High-Order Schemes Including Discontinuous Galerkin Methods. H. T. Huynh. AIAA Paper 2007-4079. 2007

  3. Past | Present | Future Past • 2012 - Synergies between Flux Reconstruction [1] and modern hardware becoming apparent - Can this combination be used to efficiently deliver DNS/ ILES/LES of industrial flows in? - Can Python help deliver this cross-platform? [1] A Flux Reconstruction Approach to High-Order Schemes Including Discontinuous Galerkin Methods. H. T. Huynh. AIAA Paper 2007-4079. 2007

  4. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases

  5. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • 2 x EPSRC PhDs

  6. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Freddie Witherden and Antony Farrington (Imperial College)

  7. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • PyFR running on 64 x M2090 GPUs on Emerald (UK)

  8. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • EPSRC Fellowship, EPSRC Platform Grant, EPSRC PhD, Airbus ICASE PhD

  9. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • George Ntemos and Harry Davis (Imperial College)

  10. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Release v0.1 - CUDA and C/OpenMP backends for quadrilaterals, triangles, and hexahedra

  11. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Innovate UK Hyperflux Project with Zenotech and CFMS, BAE Systems ICASE PhD

  12. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Brian Vermeire (Imperial College)

  13. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Release v0.2 - added OpenCL backend and support for tetrahedra and prisms

  14. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Jin Seok Park (Imperial College)

  15. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Arvind Iyer (Imperial College)

  16. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • CPC paper on core features and capabilities - Witherden, Farrington, Vincent, 2014

  17. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • European Commission TILDA Project led by Numeca International

  18. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Niki Loppi (Imperial College)

  19. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Release v1.0.0 - released at AIAA Aviation 2015

  20. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • PyFR running on 100’s x K20X GPUs on Piz Daint (Switzerland)

  21. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • C&F paper on heterogeneous computing - Witherden, Vermeire, Vincent, 2015

  22. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • PyFR running on 10,000s x K20X GPUs on Titan (USA)

  23. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • CPC paper on GiMMiK - Wozniak, Witherden, Russel, Vincent, Kelly, 2016

  24. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Phillip Leverhulme Prize

  25. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Yoshiaki Abe (Imperial College)

  26. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Shortlisted for Gordon Bell Prize. INCITE Award from DOE

  27. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Supercomputing paper on PyFR at petascale - Vincent, Witherden, Vermeire, Park, Iyer, 2016

  28. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Release v1.6.0 - added incompressible solver

  29. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Marius Koch (Imperial College)

  30. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • JCP paper on performance comparisons - Vermeire, Witherden, Vincent, 2017

  31. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • AIAA Journal paper on NACA 0021 at 60 degree AoA - Park, Witherden, Vincent, 2017

  32. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Renewal of INCITE Award from DOE

  33. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • EPSRC Fellowship, EPSRC Platform Grant

  34. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Semih Akkurt (Imperial College)

  35. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Landing gear

  36. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Giorgio Giangaspero (Imperial College)

  37. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • CPC paper on incompressible solver - Loppi, Witherden, Jameson, Vincent, 2018

  38. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • MTU T161 Low Pressure Turbine Blade

  39. Overview | Motivation | Modern Hardware | Flux Reconstruction | PyFR | Results | Summary Results

  42. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • PyFR running on 100’s x V100 GPUs on Summit (USA)

  43. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • European Commission HiFiTURB Project led by Numeca International

  44. Past | Present | Future Past 2012 2013 2014 2015 2016 2017 2018 2019 2020 Funding People Notable Releases Supercomputing Software Papers Use Cases • Tarik Dzanic, Will Trojak, Lai Wang (Texas A&M)

Download Presentation
Download Policy: The content available on the website is offered to you 'AS IS' for your personal information and use only. It cannot be commercialized, licensed, or distributed on other websites without prior consent from the author. To download a presentation, simply click this link. If you encounter any difficulties during the download process, it's possible that the publisher has removed the file from their server.

Recommend

VA Psychology Leadership Conference y gy p PAST PRESENT & FUTURE FOR VHA: PAST, PRESENT

VA Psychology Leadership Conference y gy p PAST PRESENT & FUTURE FOR VHA: PAST, PRESENT

VA Psychology Leadership Conference y gy p PAST PRESENT & FUTURE FOR VHA: PAST, PRESENT & FUTURE FOR VHA: THE REALIGNMENT IN CENTRAL OFFICE May 18, 2011 y , George W. Arana, MD Acting Assistant Deputy Under Secretary for Health g p

510 views • 32 slides
The Past, Present and Future of Irish Agriculture Brendan Kearney The Past, Present and Future of

The Past, Present and Future of Irish Agriculture Brendan Kearney The Past, Present and Future of

The Past, Present and Future of Irish Agriculture Brendan Kearney The Past, Present and Future of Irish Agriculture Changing role in the economy Main policy developments and output/ income trends Changing structure and performance

852 views • 17 slides
CUPA - RIO GRANDE CHAPTER ACA (PAST, PRESENT AND FUTURE) Agenda 1. ACA Foundations 2. Past -

CUPA - RIO GRANDE CHAPTER ACA (PAST, PRESENT AND FUTURE) Agenda 1. ACA Foundations 2. Past -

CUPA - RIO GRANDE CHAPTER ACA (PAST, PRESENT AND FUTURE) Agenda 1. ACA Foundations 2. Past - The Early Days 3. Present - Current State 4. Future Whats Next 5. Solutions ACA Compliance Tools 6. Question and Answer Jeff Taylor

373 views • 19 slides
20 Years of PaX PaX Team SSTIC 2012.06.06 20 Years of PaX About Past Present Future About

20 Years of PaX PaX Team SSTIC 2012.06.06 20 Years of PaX About Past Present Future About

About Past Present Future 20 Years of PaX PaX Team SSTIC 2012.06.06 20 Years of PaX About Past Present Future About Introduction Design Concepts Past Userland Present Kernel Self-Protection Toolchain Support Future Userland

803 views • 40 slides
Who Controls the Past Controls the Future Who Controls the Present Controls the Past Nothing

Who Controls the Past Controls the Future Who Controls the Present Controls the Past Nothing

Who Controls the Past Controls the Future Who Controls the Present Controls the Past Nothing gives rest but the sincere search for truth. -Pascal Greetz from Room 101 Kenneth Geers 1984 # Nineteen Eighty-Four (Orwell) # Govt IW vs own

1.03k views • 77 slides
a review of the evidence Maarten Goos The past, present and future The past (1820-1980):

a review of the evidence Maarten Goos The past, present and future The past (1820-1980):

How the world of work is changing: a review of the evidence Maarten Goos The past, present and future The past (1820-1980): Industrial Revolution results in skill-upgrading and decreasing inequality . The present (after 1980):Computer

337 views • 18 slides
Yhc: Past, Present, Future Neil Mitchell The Past Started by Tom, fork of nhc He

Yhc: Past, Present, Future Neil Mitchell The Past Started by Tom, fork of nhc He

Yhc: Past, Present, Future Neil Mitchell The Past Started by Tom, fork of nhc He didnt tell anyone! Some students found out Me, Andrew, Mike, Bob Started helping seemed fun Never an official York project The

266 views • 5 slides
Past, present and future of CSCL Gerry Stahl 3 Parts of Talk Past:TheRootsofCSCL

Past, present and future of CSCL Gerry Stahl 3 Parts of Talk Past:TheRootsofCSCL

Past, present and future of CSCL Gerry Stahl 3 Parts of Talk Past:TheRootsofCSCL (expandingvision) Present:Alternativeapproaches withinCSCL (multiple analytic voices)

625 views • 33 slides
Future of Philanthropy: Trends to Watch Those who only look to the past or present are

Future of Philanthropy: Trends to Watch Those who only look to the past or present are

Future of Philanthropy: Trends to Watch Those who only look to the past or present are certain to miss the future. -John F. Kennedy Huge Leaps in Health Civil Society Freedoms Challenged Growth of Impact Investing Equity as a Superior

424 views • 16 slides
Experiences with OpenCL in PyFR: 2014Present F.D. Witherden 1 and P.E. Vincent 2 1 Department

Experiences with OpenCL in PyFR: 2014Present F.D. Witherden 1 and P.E. Vincent 2 1 Department

Experiences with OpenCL in PyFR: 2014Present F.D. Witherden 1 and P.E. Vincent 2 1 Department of Ocean Engineering, Texas A&M University 2 Department of Aeronautics, Imperial College London Future Motivation High-Order PyFR OpenCL

461 views • 44 slides
The Past, Present, and Future of the R Project Kurt Hornik Kurt Hornik useR! 2008 The Past,

The Past, Present, and Future of the R Project Kurt Hornik Kurt Hornik useR! 2008 The Past,

The Past, Present, and Future of the R Project The Past, Present, and Future of the R Project Kurt Hornik Kurt Hornik useR! 2008 The Past, Present, and Future of the R Project Prehistory of R: S v1 19761980 Honeywell GCOS,

649 views • 29 slides
Prometheus Histograms Past, Present, and Future Bjrn Beorn Rabenstein PromCon EU,

Prometheus Histograms Past, Present, and Future Bjrn Beorn Rabenstein PromCon EU,

Prometheus Histograms Past, Present, and Future Bjrn Beorn Rabenstein PromCon EU, Munich 2019-11-08 This is not a Howto. Visit https://prometheus.io/docs/practices/histograms/ instead The Past The Past The Present The

562 views • 35 slides
ISOBUSs Past, Present and Future role in Agricultural Robotics and Automation Benjamin

ISOBUSs Past, Present and Future role in Agricultural Robotics and Automation Benjamin

Introduction Precision Farming TIM AgRA Present Future Conclusion References ISOBUSs Past, Present and Future role in Agricultural Robotics and Automation Benjamin Fernandez Universidad Nacional de Educacin a Distancia (UNED)

960 views • 42 slides
Innovation Parks: Past, Present, Future Applied Solutions Coalition Santa Fe Workshop October,

Innovation Parks: Past, Present, Future Applied Solutions Coalition Santa Fe Workshop October,

Innovation Parks: Past, Present, Future Applied Solutions Coalition Santa Fe Workshop October, 2009 Innovation Parks: Past, Present, Future Applied Solutions Coalition Thematic overview: Past: Fixed asset focus Present: Vertical

352 views • 16 slides
The OIG and Hospice in Nursing Facilities: Past, Present and Future Present and Future Heather

The OIG and Hospice in Nursing Facilities: Past, Present and Future Present and Future Heather

The OIG and Hospice in Nursing Facilities: Past, Present and Future Present and Future Heather P Wilson Ph D Heather P. Wilson, Ph.D. Weatherbee Resources, Inc. Howard Young Esq Howard Young, Esq. Morgan Lewis & Bockius, LLP M March

696 views • 41 slides
LORD DUNMORE DRIVE Past, Present, & Future PW/Traffic Engineering Prepared for Feb. 4, 2018

LORD DUNMORE DRIVE Past, Present, & Future PW/Traffic Engineering Prepared for Feb. 4, 2018

LORD DUNMORE DRIVE Past, Present, & Future PW/Traffic Engineering Prepared for Feb. 4, 2018 Meeting with Fairfield Civic League OUTLINE PAST Look at what has been done I. PRESENT Look at what is currently going on II. FUTURE

678 views • 44 slides
HashGraph : Semantic Hashing using external knowledge base. C. Gravier 1 , J. Subercaze 1 1 Satin

HashGraph : Semantic Hashing using external knowledge base. C. Gravier 1 , J. Subercaze 1 1 Satin

HashGraph : Semantic Hashing using external knowledge base. C. Gravier 1 , J. Subercaze 1 1 Satin team, LT2C laboratory Universit e Jean Monnet ecom Saint- T el Etienne, France C. Gravier, J. Subercaze (Universities of) HashGraph :

976 views • 72 slides
Higher order solution of ODEs arising from DG space semi-discretization of nonstationary

Higher order solution of ODEs arising from DG space semi-discretization of nonstationary

Formulation of the problem Space discretization Time discretization Higher order solution of ODEs arising from DG space semi-discretization of nonstationary convection-diffusion problems Miloslav Vlas ak V t Dolej s Charles

1.09k views • 66 slides
High-Order, Time-Dependent Aerodynamic Optimization using a Discontinuous Galerkin Discretization

High-Order, Time-Dependent Aerodynamic Optimization using a Discontinuous Galerkin Discretization

Adjoint Method for PDE-Constrained Optimization Adjoint Method with Periodicity Constraint Sensitivity Method for Time-Periodic Solutions High-Order, Time-Dependent Aerodynamic Optimization using a Discontinuous Galerkin Discretization of the

1.01k views • 52 slides
Modeling and Simulation of Physical Systems for Hobbyists Manuel Aiple 35C3 29 December 2018

Modeling and Simulation of Physical Systems for Hobbyists Manuel Aiple 35C3 29 December 2018

Modeling and Simulation of Physical Systems for Hobbyists Manuel Aiple 35C3 29 December 2018 CC-BY 4.0 version f59c89b Modeling and Simulation of Physical Systems for Hobbyists Mathematical Running Hardware With commonly description a

596 views • 36 slides
for Digital Systems Logic minimization algorithm summary 1 Sources: TSR, Katz, Boriello &

for Digital Systems Logic minimization algorithm summary 1 Sources: TSR, Katz, Boriello &

CSE140: Components and Design Techniques for Digital Systems Logic minimization algorithm summary 1 Sources: TSR, Katz, Boriello & Vahid Definition of terms for two-level simplification ON-set: the set of all 1s in the result of a

436 views • 30 slides
Overview Scope of ACADO Toolkit An Optimal Control Tutorial Example Algorithms and

Overview Scope of ACADO Toolkit An Optimal Control Tutorial Example Algorithms and

ACADO T OOLKIT - A UTOMATIC C ONTROL AND D YNAMIC O PTIMIZATION Moritz Diehl, Boris Houska, Hans Joachim Ferreau Optimization in Engineering Center (OPTEC) K. U. Leuven ACADO Toolkit - Automatic Control and Dynamic Optimization p. 1/24

558 views • 39 slides
Plan Introduction 1 On categorial grammars and learnability 2 Logical Information Systems

Plan Introduction 1 On categorial grammars and learnability 2 Logical Information Systems

Introduction On categorial grammars and learnability Logical Information Systems (LIS) Categorial grammars and/as LIS Annex Plan Introduction 1 On categorial grammars and learnability 2 Logical Information Systems (LIS) 3 Categorial

1.09k views • 75 slides
Statistical Natural Language Processing You should already be

Statistical Natural Language Processing You should already be

Statistical Natural Language Processing You should already be seeing vectors and matrices here. Mathematical background: a refresher . ltekin, SfS / University of Tbingen Summer Semester 2017 4 / 38

315 views • 5 slides

More recommend