DAY 1 – Monday, 12 May 2025
| --------- | Welcome |
| 08:45 | Join in |
| 09:00 | Welcome, Motivation & Introduction |
| 09:15 | Introduction to HPC and VSC |
| --------- | Python usage on HPC systems |
| 10:00 | Module & Spack |
| 10:30 | -- BREAK -- |
| 10:45 | Virtual env |
| 11:15 | Conda |
| 12:00 | -- LUNCH BREAK -- |
| 13:00 | Apptainer (Singularity) |
| 13:30 | Slurm refresher |
| 14:15 | Slurm with module/spack, venv, conda & Apptainer |
| 14:45 | -- BREAK -- |
| --------- | Debugging, benchmarking & profiling |
| 15:00 | Debugging |
| 15:30 | Benchmarking & time measurements |
| 16:00 | Q & A |
| 16:30 | End of first day |
DAY 2 – Wednesday, 14 May 2025
| 08:45 | Join in |
| --------- | Debugging, Benchmarking & Profiling continued |
| 09:00 | Built-in profiling tools |
| 10:15 | -- BREAK -- |
| 10:30 | Other profiling tools |
| --------- | Single-node parallelization & optimization |
| 11:15 | Introduction to parallelization |
| 11:30 | Integrating native code & libraries in Python |
| 12:00 | -- LUNCH BREAK -- |
| 13:00 | Cython |
| 13:30 | Numba |
| 14:15 | -- BREAK -- |
| 14:30 | Dask |
| 15:45 | Q & A |
| 16:00 | End of second day |
DAY 3 – Thursday, 15 May 2025
| 08:45 | Join in |
| --------- | Frameworks for multi-node parallelization |
| 09:00 | Introduction to multi-node |
| 09:15 | mpi4py |
| 10:45 | -- BREAK -- |
| 11:00 | Slurm & MPI |
| 11:30 | Dask distributed |
| 12:00 | -- LUNCH BREAK -- |
| --------- | Python on GPUs |
| 13:00 | Numba on GPUs |
| 14:00 | -- BREAK -- |
| 14:10 | RAPIDS |
| 15:10 | -- BREAK -- |
| 15:20 | Benchmarking and profiling code for GPUs |
| 16:00 | Q & A |
| 16:30 | End of third day / End of course |
