Day 1 (Tuesday, October 2)
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8:30 |
Shuttle Departs from Guest House to TCS, Bldg. 240 |
9:00-9:10 |
Welcome - Mike Papka, ALCF |
9:10-9:15 |
Introduction and Safety Review - Ray Loy, ALCF |
9:15-10:00 |
Getting Started on ALCF Systems - Chris Knight, ALCF |
10:00-10:30 |
Hands-on Session |
10:30-10:45 |
Break |
10:45-11:15 |
Overview of Machine Learning and Deep Learning at the ALCF (including DeepHyper, UQ, DAAL) - Elise Jennings, ALCF |
11:15-12:00 |
Deep Learning with Keras, Tensorflow, PyTorch, and Horovod on Theta - Huihuo Zheng, ALCF |
12:00-1:00 |
ALCF Allocation Programs (working lunch) - Katherine Riley, ALCF |
1:00-1:40 |
Using and Scaling Python - William Scullin, ALCF |
1:40-2:20 |
Profiling Your Application with Intel VTune and Advisor - Carlos Rosales-Fernandez, Intel
VTune-Example
Note: Examples referenced in /projects/intel/crosales are now in /projects/SDL_Workshop/crosales
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2:20-3:20 |
Hands-on Session |
3:20-3:35 |
Break |
3:35-4:15 |
Scaling Deep Learning Frameworks - Mike Ringenburg, Cray |
4:15-5:00 |
Hands-on Session |
5:15 |
Shuttle Departs from TCS to Guest House |
Day 2 (Wednesday, October 3)
|
8:30 |
Shuttle Departs from Guest House to TCS, Bldg. 240 |
9:00-9:30 |
Getting Started with Spark on Theta - Xiao-Yong Jin, ALCF |
9:30-10:10 |
Spark Tips and Tricks including Alchemist - Mike Ringenburg, Cray |
10:10-10:40 |
Hands-on Session |
10:40-10:55 |
Break |
10:55-12:00 |
TAU Performance Analysis - Nick Chaimov, Paratools |
12:00-12:10 |
Group Photo |
12:10-1:00 |
Scientific Domain-Informed Machine Learning - Prasanna Balaprakash, ANL (working lunch) |
1:00-1:40 |
Using MPI Effectively on Theta - Sudheer Chunduri, ALCF |
1:40-2:20 |
Debugging and Profiling with DDT and Map - Ryan Hulguin, ARM
Supplemental material: Starting up DDT and MAP
|
2:20-3:15 |
Hands-on Session |
3:15-3:30 |
Break |
3:30-3:35 |
ALCF Next Steps - Ray Loy, ALCF |
3:35-4:15 |
Using OpenMP Effectively on Theta - Carlos Rosales-Fernandez, Intel
OpenMP-Example
Note: Examples referenced in /projects/intel/crosales are now in /projects/SDL_Workshop/crosales
|
4:15-5:00 |
Hands-on Session |
5:15 |
Shuttle Departs from TCS to Guest House |
Day 3 (Thursday, October 4)
|
8:30 |
Shuttle Departs from Guest House to TCS, Bldg. 240 |
9:00-9:40 |
Using MKL and MKL-DDN Effectively on Theta - Mourad Gouicem, Intel
Hands-on Materials
|
9:40-10:20 |
Executing Workflows including Running Ensemble Jobs Using Balsam - Misha Salim, ALCF |
10:20-10:35 |
Break |
10:35-11:15 |
Hands-on Session |
11:15-12:00 |
Using Containers on Theta - Murat Keceli, ALCF |
12:00-1:00 |
Run-to-run Variability on Theta and Best Practices for Perfomance Benchmarking - Sudheer Chunduri, ALCF (working lunch) |
1:00-1:45 |
Parallel I/O and Storage - Rick Zamora, ALCF |
1:45-2:30 |
Visualizing Your Data - Joe Insley and Silvio Rizzi, ALCF |
2:30-3:30 |
Hands-on Session |
3:30-3:45 |
Break |
3:45-5:00 |
Hands-on Session |
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NOTE: No shuttle to Guest House. For assistance, visit registration desk.
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