| [Download Lectures and Dinner Talks here] |
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| [ Introductions | Track 1 | Track 2 | Track 3 | Track 4 | Track 5 | Track 6 | Track 7 | Track 8 ] |
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| SUNDAY, July 28, 2019 |
| 2:00 p.m. |
ATPESC On-site Check-in |
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Opening |
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| 4:00 |
Introduction to the ATPESC |
Marta García Martínez, ANL |
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| 4:30 |
Quick Start on ATPESC Computing Resources |
Ray Loy, ANL |
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| 5:30 |
Participant Introductions |
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| MONDAY, July 29, 2019 |
| 7:30 a.m. |
Breakfast |
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Track 1 – Hardware Architectures |
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| 8:30 |
Introduction to Track 1 – Hardware Architectures |
Michael Papka, ANL / NIU |
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| 8:45 |
Theta and the Future of Accelerator Programming |
Scott Parker, ANL |
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| 9:30 |
Summit and Frontier at the OLCF |
Reuben Budiardja, ORNL |
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| 10:15 |
Break |
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| 10:45 |
NNSA Exploration: ARM for Supercomputing |
Howard Pritchard, LANL and Simon Hammond, SNL |
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| 11:30 |
Interconnects |
Ken Raffenetti, ANL |
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| 12:30 p.m. |
Lunch |
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| 1:30 |
Quantum Computing – The Why and How |
Jonathan Baker, UChicago |
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| 2:15 |
SW/HW co-design for near-term quantum computing |
Yunong Shi, UChicago |
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| 3:00 |
Break |
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| 3:30 |
FPGAs and Machine Learning |
James Moawad, Intel and Greg Nash, Intel |
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| 5:30 |
Dinner Talk: Protein Dynamics in Cellular Environments |
Rommie Amaro, UC San Diego |
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| 6:30 |
Hands-on Exercises |
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| 9:15 |
Wrap-up |
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| TUESDAY, JULY 30, 2019 |
| 7:30 a.m. |
Breakfast |
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Track 2 – Programming Models and Languages |
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| 8:30 |
MPI for Scalable Computing |
Yanfei Guo, ANL, Ken Raffenetti, ANL and Rajeev Thakur, ANL |
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| 10:15 |
Break |
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| 10:45 |
MPI for Scalable Computing (Cont.) |
Yanfei Guo, ANL, Ken Raffenetti, ANL and Rajeev Thakur, ANL |
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| 12:30 p.m. |
Lunch |
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| 1:30 |
MPI for Scalable Computing (Cont.) |
Yanfei Guo, ANL, Ken Raffenetti, ANL and Rajeev Thakur, ANL |
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| 3:00 |
Break |
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| 3:30 |
MPI for Scalable Computing (Cont.) |
Yanfei Guo, ANL, Ken Raffenetti, ANL and Rajeev Thakur, ANL |
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| 1:30 |
Dinner Talk: The Coming Age of Extreme Heterogeneity |
Jeffrey Vetter, ORNL |
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| 6:30 |
Hands-on Exercises: MPI |
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| 9:15 |
Wrap-up |
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| WEDNESDAY, July 31, 2019 |
| 8:30 |
The OpenMP Common Core: A hands on exploration |
Tim Mattson, Intel |
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| 10:15 |
Break |
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| 10:45 |
The OpenMP Common Core: A hands on exploration (Cont.) |
Tim Mattson, Intel |
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| 12:30 p.m. |
Lunch |
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| 1:30 |
The OpenMP Common Core: A hands on exploration (Cont.) |
Tim Mattson, Intel |
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| 3:00 |
Break |
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| 3:30 |
The OpenMP Common Core: A hands on exploration (Cont.) |
Tim Mattson, Intel |
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| 5:30 |
Dinner Talk: Scientific Applications and Heterogeneous Architectures – Data Analytics and the Intersection of HPC and Edge Computing |
Michela Taufer, UT Knoxville |
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| 6:30 |
Hands-on Exercises: OpenMP |
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| 9:15 |
Wrap-up |
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| THURSDAY, August 1, 2019 |
| 7:30 a.m. |
Breakfast |
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| 8:30 |
Kokkos: C++ Performance Portability for Production |
Christian Trott, SNL |
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| 10:00 |
Break |
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| 10:30 |
Kokkos: C++ Performance Portability for Production (Cont.) |
Christian Trott, SNL |
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| 12:30 p.m. |
Lunch |
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| 1:30 |
A Tutorial Introduction to RAJA |
Rich Hornung, LLNL and Arturo Vargas, LLNL |
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| 3:00 |
Break |
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| 3:30 |
A Tutorial Introduction to RAJA (Cont.) |
Rich Hornung, LLNL and Arturo Vargas, LLNL |
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| 3:30 |
Dinner Talk: The Parallel Computing Revolution is Only Half Over |
Rob Schreiber, Cerebras |
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| 6:30 |
Hands-on Exercises: Kokkos and RAJA |
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| 9:15 |
Wrap-up |
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| FRIDAY, August 2, 2019 |
| 7:30 a.m. |
Breakfast |
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Track 3 – Data Intensive Computing and I/O |
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| 8:30 |
Data Intensive Computing and I/O |
Phil Carns, ANL |
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| 9:00 |
Introduction to Darshan |
Phil Carns, ANL |
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| 9:30 |
HPC I/O Data Management Tools |
Phil Carns, ANL |
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| 10:00 |
Break |
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| 10:30 |
Introduction to MPI-I/O |
Robert Latham, ANL |
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| 11:15 |
Higher-level I/O libraries |
Robert Latham, ANL |
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| 12:30 p.m. |
Lunch |
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| 1:30 |
Scalable HDF5 |
Quincey Koziol, LBNL |
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| 3:15 |
Break |
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| 3:45 |
I/O Architectures and Technology |
Glenn Lockwood, NERSC |
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| 4:15 |
Understanding and Tuning I/O Performance |
Glenn Lockwood, NERSC |
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| 5:00 |
Open Discussion |
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| 5:30 |
Dinner Talk: Exploring the Dark Universe |
Katrin Heitmann, ANL |
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| 6:30 |
Hands-on Exercises |
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| 9:15 |
Wrap-up |
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| SATURDAY, August 3, 2019 |
| 7:30 a.m. |
Breakfast |
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| 12:30 p.m. |
Argonne National Laboratory Tour: Includes the ALCF, APS, ATLAS and the NE Exhibition Hall |
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| SUNDAY, August 4, 2019 |
| 7:30 a.m. |
Breakfast |
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Day Off |
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| MONDAY, August 5, 2019 |
| 7:30 a.m. |
Breakfast |
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| 8:30 |
Adaptive Linear Solvers and Eigensolvers |
Jack Dongarra, UT Knoxville (*) Speaker Track 5 |
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Track 4 – Data Analysis and Visualization |
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| 9:30 |
Data Analysis and Visualization |
Joseph Insley, ANL / NIU and ANL and Silvio Rizzi, ANL |
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| 10:15 |
Break |
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| 10:45 |
Large Scale Visualization with ParaView |
Dave DeMarle, Kitware |
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| 12:30 p.m. |
Lunch |
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| 1:30 |
Visualization and Anaysis of HPC Simulation Data with VisIt |
Cyrus Harrison, LLNL |
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| 3:15 |
Break |
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| 3:45 |
Scalable Molecular Visualization and Analysis Tools in VMD |
John Stone, UIUC |
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| 4:30 |
Exploring Visualization with Jupyter Notebooks |
Joseph Insley, ANL / NIU and Silvio Rizzi, ANL |
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| 5:30 |
Dinner Talk: Dreamworks Animation |
Mark Jackels, Dreamworks |
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| 6:30 |
Hands-on Exercises |
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| 9:15 |
Wrap-up |
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| TUESDAY, August 6, 2019 |
| 7:30 a.m. |
Breakfast |
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Track 5 – Numerical Algorithms and Software for Extreme-Scale Science |
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| 8:30 |
Introduction to Session |
Lois Curfman McInnes, ANL |
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| 8:35 |
Communication-Avoiding Algorithms for Linear Algebra, Machine Learning and Beyond |
Jim Demmel, ANL |
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| 9:30 |
Overview of Numerical Algorithms and Software for Extreme-Scale Science |
Lois Curfman McInnes, ANL and Mark Miller, LLNL |
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| 10:30 |
Break |
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| 11:00 |
AMReX: Building a Block-Structured AMR Application (and More) |
Ann Almgren, LBNL and Donald Willcox, LBNL |
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| 12:00 |
Time Integration and Nonlinear Solvers (with hands-on examples using SUNDIALS) |
Daniel Reynolds, SMU |
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| 12:30 p.m. |
Lunch |
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| 1:30 |
Time Integration and Nonlinear Solvers (Cont.) |
Daniel Reynolds, SMU |
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| 2:00 |
Krylov Solvers and Preconditioning |
Christian Glusa, SNL and Jonathan Hu, SNL |
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| 3:00 |
Break |
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| 3:30 |
Algorithms and Software for Extreme-Scale Computing |
Panel Moderator: Mark Miller, LLNL, Panelists: Ann Almgren, LBNL, Barry Smith, ANL, Jonathan Hu, SNL, Lois Curfman MacInnes, ANL, Daniel Reynolds, SMU |
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| 4:25 |
PDE-constrained Optimization Using PETSc/TAO |
Alp Dener, ANL |
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| 5:10 |
Putting it all Together |
Ann Almgren, LBNL |
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| 5:30 |
Dinner Talk: The Apollo Guidance Computer: When 100 Flops/Watt was a Giant Leap |
Mark Miller, LLNL |
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| 6:30 |
Self-Paced Hands-on with subject matter experts (SME) |
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| 7:30 |
Self-Paced Hands-on + SME speed-dating in pairs |
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| 8:50 |
Self-Paced Hands-on with SME |
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| WEDNESDAY, August 7, 2019 |
| 7:30 a.m. |
Breakfast |
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Track 6 – Performance Tools and Debuggers |
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| 8:35 |
Debugging and Profiling HPC Applications |
Ryan Hulguin, ARM |
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| 9:20 |
Techniques for Debugging HPC Applications |
Nikolay Piskun, RogueWave |
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| 10:05 |
Hands-on: Debugging |
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| 10:30 |
Break |
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| 10:45 |
Hands-on: Debugging (Cont.) |
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| 11:15 |
Preparing an application for Hybrid Supercomputing using Cray’s Tool Suite |
John Levesque, Cray |
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| 12:00 |
Hands-on: Cray Tools |
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| 12:30 p.m. |
Lunch |
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| 1:30 |
Gaining Insight into Parallel Program Performance using HPCToolkit |
John Mellor-Crummey, Rice University |
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| 2:15 |
TAU Performance System |
Sameer Shende, Univ. of Oregon |
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| 3:00 |
Hands-on: HPCToolkit, TAU |
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| 3:30 |
Break |
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| 3:45 |
Hands-on: HPCToolkit, TAU (Cont.) |
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| 4:15 |
Profiling your application with Intel Vtune Amplifier |
Paulius Velesko, Intel |
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| 4:45 |
Intel Advisor and Roofline Model |
Egor Kazachkov, Intel |
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| 5:30 |
Dinner Talk: Coding the Continuum |
Ian Foster, ANL |
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| 6:30 |
Hands-on: Performance Tools and Debuggers |
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| 9:15 |
Wrap-up |
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| THURSDAY, August 8, 2019 |
| 7:30 a.m. |
Breakfast |
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Track 7 – Software Productivity |
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| 8:45 |
What All Codes Should Do: Overview of Best Practices in HPC Software Development |
Katherine Riley, ANL |
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| 9:30 |
Requirements & Test Driven Development |
Jared O’Neal, ANL |
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| 10:15 |
Break |
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| 10:45 |
Software Design and Testing |
Anshu Dubey, ANL |
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| 11:45 |
An Introduction to Software Licensing |
James Willenbring, SNL |
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| 12:30 p.m. |
Lunch |
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| 1:30 |
Agile Methodologies & Useful GitHub Tools |
James Willenbring, SNL |
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| 2:30 |
Git Workflows |
Jared O’Neal, ANL |
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| 3:00 |
Break |
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| 3:30 |
Code Coverage and Continuous Integration |
Jared O’Neal, ANL |
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| 4:00 |
Software Refactoring and Documentation |
Anshu Dubey, ANL |
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| 4:30 |
The Convergence of Big Data and Large-scale Simulation: Leveraging the Continuum |
David Keyes, KAUST (*) Speaker Track 5 |
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| 5:30 |
Dinner Talk: Quantum Computing Trends |
Yuri Alexeev, ANL |
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| 6:30 |
Hands-on Exercises |
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| 9:15 |
Wrap-up |
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| FRIDAY, August 9, 2019 |
| 7:30 a.m. |
Continental Breakfast |
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| 8:30 |
Deep Learning: Basics |
Prasanna Balaprakash, ANL |
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| 9:25 |
Autoencoders and Generative Adversarial Networks (GANs) |
Corey Adams, ANL |
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| 10:15 |
Break |
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| 10:45 |
Uncertainty Quantification and Deep Learning |
Elise Jennings, ANL |
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| 11:25 |
Science Use Case 1 – Deep Learning in Astrophysics |
Elise Jennings, ANL |
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| 12:00 |
Optimization Methods for Machine Learning |
Bethany Lusch, ANL |
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| 12:30 p.m. |
Lunch |
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| 1:30 |
Data Parallel Deep Learning |
Huihuo Zheng, ANL |
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| 2:10 |
Profiling and Understanding DL Workloads on Supercomputing Systems |
Murali Krishna Emani, ANL |
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| 2:50 |
Reinforcement Learning |
Sami Khairy, IIT |
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| 3:15 |
Break |
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| 3:45 |
Hyper-parameter Optimization and DeepHyper, and A Quick Look at Hyperparameter Tuning |
Prasanna Balaprakash, ANL and Misha Salim, ANL |
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| 4:35 |
Science Use Case 2 – Diffusion Convolution Recurrent Neural Network for Traffic Forecasting |
Tanwi Mallick, ANL and Prasanna Balaprakash, ANL |
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| 5:05 |
Science Use Case 3 – Data driven materials discovery for dye sensitized solar cells |
Alvaro Vazquez-Mayagoitia, ANL |
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| 5:30 |
Program Reviews and Close-out |
Marta García Martínez – ATPESC Program Director, ANL |
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Thank You and Safe Travels |
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