06. Juli 2022, 09:00 bis 07. Juli 2022 17:00
ONLINE COURSE – Python for HPC
This course introduces the interested participant to Python from an HPC viewpoint, the most practical tools, and various indispensable libraries for HPC use cases. After completion of this two-day course, participants are prepared to effectively develop their own Python libraries or integrate Python into existing projects.
08:45 - 09:00 join online
09:00 - 12:30 lectures and hands-on labs
12:30 - 13:30 lunch break
13:30 - 16:00 lectures and hands-on labs
16:00 - 17:00 open end
- Package & environment management
- Development environments
- Debugging & testing
- Timing & profiling
- Documentation, logging, and call graphs
3. Python bindings
- Binding to C and C++ with CFFI
- Binding to Fortran with f2py
- Compiled Python with Cython & Numba
4. Packages (HPC & data science)
- Pretty plots per matplotlib
- Fast array manipulation with NumPy
- Scientific computation with SciPy
- Distributed computing with MPI4Py
- Data science with Pandas & Dask & cuDF
The participants are expected to have at least basic programming skills in Python and the ability to use the Linux command line interface, for example bash.
All participants will get a temporary training user on the VSC for the course. You will use your own laptop or workstation to connect to VSC to do the hands-on exercises.
It is possible to do the hands-on labs on your local system, you'll need a local installation of Python 3 and the packages mentioned above.
Accepted participants will be contacted a few days before the course and asked to do a short PRE-ASSIGNMENT that has to be completed before the course starts.
David Fischak and Simeon Harrison (Opens external link in new windowEuroCC Austria and Opens external link in new windowVSC Research Center, TU Wien)
Presentations will be in English, support during the hands-on sessions is available both in English or German.
Prices and Eligibility:
This course is offered free of charge via Opens external link in new windowEuroCC Austria and it is open for participants from academia and industry from the Member States (MS) of the European Union (EU) and Opens external link in new windowAssociated/Other Countries to the Horizon 2020 programme.
VSC Research Center, TU Wien and EuroCC Austria
Simeon Harrison and Claudia Blaas-Schenner
Registration , öffnet eine externe URL in einem neuen Fensterperiod is from 2 May 2022 to 26 June 2022, and follows the "first come – first served" principle. For the online course we can take a maximum of 40 persons. Additional registrations will be added to a waiting list.