HPC Python Course - Day 1 - Morning
Автор: cscsch
Загружено: 2020-11-12
Просмотров: 6194
Описание:
This is a new edition of the 3-day course originally developed by Dr. Jan Meinke and and Dr. Olav Zimmermann from JSC. The course combines lectures and hands-on sessions. We will show how Python can be used on parallel architectures and how to optimize critical parts of code using various tools.
Supporting materials can be found here:
https://github.com/eth-cscs/PythonHPC
This course took place from 6-8 July 2020.
The following topics are covered:
Interactive parallel programming with IPython
Profiling and optimization
Vectorization with NumPy and the SciPy stack
Just-in-time compilation with Numba
Distributed-memory parallel programming with Python and MPI
Bindings to other programming languages
Interfaces to GPUs
Instructors
Dr. Rafael Sarmiento (Computational Scientist, CSCS)
Dr. Timothy Robinson (Computational Scientist, CSCS)
Dr. Theofilos Manitaras (Computational Scientist, CSCS)
Dr. Vasileios Karakasis (Group Lead, CSCS)
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