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Day: Mar 08
Coverage: Slides
Coverage: Video
Topic: Performance
Topic: Profiling

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High Performance Python I

by Ian Ozsvald
At EuroPython 2011 I ran a very hands-on tutorial for High Performance Python techniques. This updated tutorial will cover profiling, PyPy, Cython, numpy, NumExpr, ShedSkin, multiprocessing, ParallelPython and pyCUDA. Here's a 55 page PDF write-up of the EuroPython material: http://ianozsvald.com/2011/07/25...

At EuroPython 2011 I ran a very hands-on tutorial for High Performance Python techniques. This updated tutorial will cover:
- profiling with cProfile, run_snake and line_profiler
- PyPy
- Cython
- numpy with and without vectors
- NumExpr
- ShedSkin Py->C++ compiler
- multiprocessing for multi-core
- ParallelPython for multi-machine
- pyCUDA demos
I plan to expand the original material and to maybe also cover other tools like execnet and PyPy-numpy.
- Performance
- Profiling
- PyPy
- Python
At 9:00am to 12:20pm, Thursday 8th March

In D2, Santa Clara Convention Center

Coverage slide deck video handout write-up

PyCon US 2012

United States United States, Santa Clara

7th–15th March 2012

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