The ALCF is hosting an in-person Hands-on HPC Workshop on October 29-31, 2024, 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:
The workshop tracks will be built around HPC Tools, Programming Models, AI/ML, Workflows, Vis, etc. Please share your interests in the registration form so we can better shape the agenda to your needs.
For attendees who wish to stay onsite, please book rooms on the Argonne Guest House website. There will be a free shuttle to and from the Guest House during the workshop. Please note that we do not cover the cost of travel or lodging.
Who is eligible?
Registrants will be reviewed for experience level and will be asked to provide both a research summary and goals for attending.
FOREIGN NATIONALS: ELIGIBILITY
The following restrictions apply to foreign nationals:
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 29 |
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Time |
General Session, TCS 1416 |
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08:30 - 09:00 am |
Check-in |
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09:00 - 09:15 am |
Welcome |
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09:15 - 10:15 am |
Overview of Polaris and Aurora Hardware and Software, Brice Videau, Servesh Muralidharan, ANL, Polaris Slides, Aurora Slides, Polaris Video, Aurora Video |
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10:15 - 10:30 am |
Break |
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10:30 - 11:30 am |
MPI, Ken Raffenetti, ANL, Slides |
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11:30 -11:45 am |
Group Photo |
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11:45 - 12:45 pm |
Lunch Panel: INCITE and ALCC Allocations;Katherine Riley, ALCF Science DirectorChris Knight, Catalyst Team LeadScott Parker, Performance Engineering Team Lead |
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Track 1 TCS 1404 |
Track 2 TCS 1416 |
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12:45 - 01:45 pm |
OpenMP, Colleen Bertoni, ANL, Slides |
Intro to AI Frameworks (PyTorch/TensorFlow/JAX), Väinö Hatanpää, ANL, Slides |
01:45 - 02:45 pm |
SYCL, Thomas Applencourt, ANL, Slides |
SciKit Learn with Dask and Intel Extension, Nwamaka Okafor, ANL , Slides |
02:45-03:00 pm |
Break |
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03:00- 04:00 pm |
Kokkos, Nevin Liber, ANL, Slides |
Deep Learning and Foundation Models at Scale, Sam Foreman, ANL, Slides |
04:00 -05:00 pm |
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5:00 - 6:00 pm |
ALCF Facility Tour, TCS 1416 |
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Day 2, Wednesday, October 30 |
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Time |
General Session, TCS 1416 |
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08:30 - 09:00 am |
Check-in |
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9:00 - 9:45 am |
I/O and Data Management, Shane Snyder ANL, Slides, Video |
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9:45 - 10:00 am |
Break |
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10:00 - 10:45 am |
Globus, Greg Nawrocki, Globus, Slides, Video |
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10:45 - 11:30 am |
Workflows, Christine Simpson, ANL, Slides, Video |
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Track 1, TCS 1404 |
Track 2, TCS 1416 |
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11:30 - 12:30 pm |
Intel Tools, JaeHyuk Kwack, ANL, Slides |
Large Language Interference Models,Sid Raskar, Krishna Teja Chitty-Venkata, ANL, Slides, Video |
12:30-1:30 pm |
Lunch Talk: AuroraGPT, Sam Foreman, ANL, Slides, Video |
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1:30-2:30 pm |
NVIDIA Tools, Robbie Searles, NVIDIA, Slides |
AI Testbeds (Overview and Deep Dive), Sid Raskar, ANL, Slides, Video |
2:30-3:45 pm |
HPCToolkit, John Mellor-Crummey, Rice University, Slides |
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3:45-4:00 pm |
Break |
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4:00-5:15 pm |
TAU, Sameer Shende, University of Oregon, Slides |
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5:15 - 6:15 pm |
ALCF Facility Tour |
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Day 3, Thursday, October 31 |
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Time |
General Session, TCS 1416 |
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08:30 - 09:00 am |
Check-in |
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9:00-10:00 am |
Data Analysis and Visualization, Joe Insley, Silvio Rizzi, Victor Mateevitsi, ANL, Slides, Video |
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10:00-10:15 am |
Break |
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Track 1, TCS 1404 |
Track 2, TCS 1416 |
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10:15-11:15 am |
Linaro Forge Tools, Rudy Shand, Linaro, Slides |
Data Pipelines, Taylor Childers, ANL, Video |
11:15-12:15 am |
MPI-IO, Rob Latham, ANL, Slides |
Profiling AI/ML Apps, Khalid Hossain, ANL, Video |
12:15-01:15 pm |
Lunch Talk: NEXUS: Integrated Research Infrastructure at Argonne, Tom Uram, ANL, Video |
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01:15 - 02:15 pm |
HDF5, Rob Latham, ANL, Slides |
AI Hackathon, bring your code |
02:15 - 03:15 pm |
PETSc, Hansol Suh, ANL, Slides |
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03:15 :03:30 pm |
Next Steps and Close Out |