Link to training material: https://github.com/sdsc-hpc-training-org/hpc-training-2021
| Week | Date | Session #1: January 22, 2021 - March 12, 2021 | Instructors |
| 1 | 1/22/2021 |
Program orientation, history, plan, registration process & accounts HPC overview & Expanse Architecture [Interactive Video] [YouTube] |
Mary Thomas |
| 2 | 1/29/2021 |
Parallel Queues & Batch Scripting; Introduction to Applications (hello world, 2Djacobian) [Interactive Video] [YouTube] |
Mary Thomas |
| 3 | 2/5/2021 | GPU Computing and Programming [Interactive Video] [YouTube] |
Andreas Goetz |
| 4 | 2/12/2021 |
GPU Computing with CUDA Python [Interactive Video] [YouTube] |
Mahidhar Tatineni |
| 5 | 2/19/2021 |
CPU Computing: Introduction to OpenMP/Threads [Interactive Video] [YouTube] |
Mahidhar Tatineni |
| 6 | 2/26/2021 |
CPU Computing: Introduction to MPI [Interactive Video] [YouTube] |
Mary Thomas |
| 7 | 3/5/2021 |
CPU Profiling, monitoring: CPU Profiling on Expanse [Interactive Video] [YouTube] |
Robert Sinkovits |
| 8 | 3/12/2021 | GPU Profiling, monitoring: nvprof, Nsight Systems, Nsight Compute [Interactive Video] [YouTube] |
Mahidhar Tatineni |
| - | 3/19/2021 | Session Break | |
| - | 3/26/2021 | Session Break | |
| Session #2: April 2, 2021 - May 7, 2021 | |||
| 9 | 4/2/2021 |
Containers for CPU and GPU Computing [Interactive Video] [YouTube] |
Marty Kandes |
| 10 | 4/9/2021 | Student Cluster Competition (SCC) 2021 Overview, Applications, Experiences; Running Secure Jupyter Notebooks on HPC Systems [Interactive Video] [YouTube] |
SCC20 Team Members; Mary Thomas |
| 11 | 4/16/2021 | Overview of Machine Learning Frameworks; Introduction to Deep Learning [Interactive Video] [YouTube] |
Mahidhar Tatineni; Paul Rodriguez |
| 12 | 4/23/2021 | Intro to Azure HPC; Launching VMs; Running MPI Code [Interactive Video] [YouTube] |
Paul Yu (Microsoft); Mary Thomas |
| 13 | 4/30/2021 | Azure Functions for Scientists and Students [Interactive Video] |
Rob Fatland & Naomi Alterman (Univ. of Washington) |
| 14 | 5/7/2021 | Interactive Visualization on HPC Systems Using Python, Jupyter Notebooks, Matplotlib, and Bokeh [Interactive Video] [YouTube] |
Jeff Sale |
Topics are subject to change