The ALCF is hosting an in-person Hands-on HPC Workshop on October 10-12, 2023, at the TCS Conference Center at Argonne National Laboratory.
The workshop will provide an opportunity for hands-on time on Polaris and AI Testbeds focusing on porting applications to heterogeneous architectures (CPU + GPU), improving code performance, and exploring AI/ML applications development on ALCF systems.
Workshop participants will:
For attendees who wish to stay onsite, please book rooms on the Argonne Guest House website. Please note there will be a shuttle to and from the Guest House during the workshop.
Who is eligible?
Registrants will be reviewed for experience level and will be asked to provide both a research summary and goals for attending.
NOTE: Foreign nationals please check eligibility at the registration link.
If you have any questions, please contact us at alcfevents@alcf.anl.gov.
All times on the agenda are in CST.
Day 1, Tuesday, October 10 |
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Time |
Topics |
Speakers |
08:30 - 09:00 am | Check-in | |
09:00 - 09:10 am | Welcome | Mike Papka (Deputy Associate Laboratory Director/Director, ALCF) |
09:10 - 09:20 am | Intro to the Workshop | Yasaman Ghadar, ANL |
09:20 - 09:45 am | Keynote Talk: Path to Exascale Material Simulation (slides | video) | Ye Luo, ANL |
09:45 - 10:45 am | From Polaris to Aurora (Overview of HW and SW) (slides | video) | Brian Homerding, ANL |
10:45 - 11:00 am | Break | |
11:00 - 12:00 pm |
Overview of Programming Models: |
Colleen Bertoni, ANL Thomas Applencourt, ANL Brian Homerding, ANL Matt Stack, NVIDIA |
12:00 - 12:15 pm | Group Photo | |
12:15 - 01:00 pm | Lunch Talk, Allocations at ALCF (slides | video) | Katherine Riley, ALCF Science Director |
01:00-01:30 pm | Math Libraries (slides | video) | Colleen Bertoni, ANL |
01:30 - 04:00 pm ⬇️ | Hands-on Breakout Rooms | |
Session 1: OpenMP, Room 1404 (video) |
Colleen Bertoni, ANL Ye Luo, ANL |
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Session 2: SYCL/DPC++, Room 1405 | Thomas Applencourt, ANL | |
Session 3: Kokkos/Raja, Room 1406 (slides | video) |
Brian Homerding, ANL Nevin Liber, ANL |
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Session 4: CUDA and CUDA-Fortran, Room 1407 (video) | Matt Stack, NVIDIA | |
03:00 - 03:15pm | Break | |
03:50 - 04:00pm | Close out | |
04:00 - 05:30 pm | Facilities Tour (Aurora, Visualization Lab, Rapid Prototyping Lab) - meet in 1416 | |
Day 2, Wednesday, October 11 |
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08:30 - 09:00 am | Check-in | |
09:00 - 09:05 am | Welcome | |
09:05 - 09:30 am | Keynote Talk: Calculations of Nuclear Ground States using Artifical Neural Networks (slides | video) | Corey Adams, ANL |
09:30 - 10:00 am | Python, Jupyter Notebook, and Containers (slides | video) |
Aditya Tanikanti, ANL Archit Vasan, ANL |
10:00 -10:45 am |
Corey Adams, ANL Huihuo Zheng, ANL |
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10:45 - 11:00 am | Break | |
11:00 - 12:00 pm | AI Testbeds (slides | video) | Murali Emani, ANL |
12:00 - 01:00 pm | Lunch Talk, LLM on Polaris (slides | video) | Sam Foreman, ANL |
01:00 - 01:30 pm | Integrating AI and Simulation (slides | video) |
Riccardo Balin, ANL Shivam Barwey, ANL |
01:30 - 01:45 pm | Overview of TAU (slides | video) | Sameer Shende, University of Oregon |
01:45 - 02:00 pm | Overview of NVIDIA Tools (slides | video) | Matt Stack, NVIDIA |
02:00 - 02:15 pm | Overview of THAPI and iprof (slides | video) | Brice Videau, ANL |
02:15 - 02:30 pm | Overview of HPCToolkit (slides | video) | John Mellor-Crummey, Rice University |
02:30 - 05:00 pm ⬇️ | Hands-on Breakout Rooms | |
Session 1: THAPI and iprof, Room 1404 | Brice Videau, ANL | |
Session 2: NVIDIA Tools, Room 1405 (video) | Matt Stack, NVIDIA | |
Session 3: TAU, Room 1178 | Sameer Shende, University of Oregon | |
Session 4: HPCToolkit, Room 1407 | John Mellor-Crummey, Rice University | |
Session 5: AI Testbeds, Room 1416 |
Murali Emani, ANL Varuni Sastry, ANL Sid Raskar, ANL |
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Session 6: Deep Learning Frameworks and Distributed Deep Learning, Python, Jupyter notebooks and Containers, Room 1406 (video) |
Corey Adams, ANL Archit Vasan, ANL Sam Foreman, ANL |
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03:00 - 03:15 pm | Break | |
05:00 pm | Adjourn | |
Day 3, Thursday, October 12 |
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08:30 - 09:00 am | Check-in | |
09:00 - 09:05 am | Welcome | |
09:05 - 09:30 am | Keynote Talk: DAOS is your Future (slides | video) | Kevin Harms, ANL |
09:30 - 10:30 pm | Visualization Talk (slides | video) |
Joe Insley, ANL Silvio Rizzi, ANL |
10:30 - 10:45 am | Break | |
10:45 - 11:15 am | File System and Sharing (I/O) (slides | video) | Shane Snyder, ANL |
11:15 - 12:15 pm | Workflows (slides | video) | Christine Simpson, ANL |
12:15 - 01:15 pm | Lunch Talk, Integrated Research Infrastructure (slides | video) | Tom Uram, ANL |
01:15 - 01:25 pm | Next Steps (slides | video) | Yasaman Ghadar, ANL |
01:25 - 03:30 pm ⬇️ | Hands-on Rooms | |
Session 1: HDF5 and MPI/IO, Room 1404 (slides | video) | Rob Latham, ANL | |
Session 2: Globus, Room 1405 | Greg Nawrocki, University of Chicago | |
Session 3: Darshan, Room 1406 (slides | video) | Shane Snyder, ANL | |
Session 4: Visualization, Room 1407 |
Joe Insley, ANL Silvio Rizzi, ANL |
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Session 5: Workflows, Room 1416 | Christine Simpson, ANL | |
02:00 - 02:15pm | Break | |
03:30 - 03:45 pm | Close out |