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picture1_High Performance Python Pdf 189342 | Pygamma19 Hpc


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File: High Performance Python Pdf 189342 | Pygamma19 Hpc
high performance computing with python pygamma19 heidelberg march 20 2019 florian gate on behalf on the lapp team p a u b e r t t v u i l ...

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                              High Performance Computing with Python

                              Pygamma19, Heidelberg

                              March 20, 2019

  Florian Gaté, on behalf on the LAPP team 
  P.   A u b e r t ,   T.   V u i l l a u m e ,   J .   J a c q u e m i e r,   G .   M a u r i n ,   T.   G a s p a r e t t o ,   M .   J a c q u e m o n t  
                       High Performance Computing with Python - Menu
        •  C++ code wrapped in Python 
          ➡ Basic example of Python wrapping of vectorized C++ code 
          ➡ HiPeCTA: a Python package to bring High Performance to ctapipe
        •  Function minimization with PyTorch 
          ➡ What do PyTorch do? 
          ➡ Evaluation of the performances compared to NumPy 
          ➡ Some Deep Learning application, the gamma learn project
                 Pygamma19 - Heidelberg                                 Florian Gaté on behalf of the LAPP team  2
                       High Performance Computing with Python - Menu
                      •  C++ code wrapped in Python 
                        ➡ Basic example of Python wrapping of vectorized C++ code 
                        ➡ HiPeCTA: a Python package to bring High Performance to ctapipe
                 Pygamma19 - Heidelberg                                 Florian Gaté on behalf of the LAPP team  3
                                                 Wrapping example
      •  Disclaimer
           ➡ Here I give a simple overview, for much more detailed explanations 
             have a look at the lecture prepared by P. Aubert 
         https://asterics2020-obelics.github.io/Lecture/CodeOptimisationAndPythonWrappers/index.html
           ➡ This lecture will be part of the 3rd ASTERICS-OBELICS International School
                                         https://indico.in2p3.fr/event/18333/
                 Pygamma19 - Heidelberg                                   Florian Gaté on behalf of the LAPP team  4
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...High performance computing with python pygamma heidelberg march florian gate on behalf the lapp team p a u b e r t v i l m j c q g n s o menu code wrapped in basic example of wrapping vectorized hipecta package to bring ctapipe function minimization pytorch what do evaluation performances compared numpy some deep learning application gamma learn project disclaimer here give simple overview for much more detailed explanations have look at lecture prepared by aubert https asterics obelics github io codeoptimisationandpythonwrappers index html this will be part rd international school indico inp fr event...

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