Coupling machine learning with HPC simulation

Presenter: Harvey Richardson(HPE)
Co-author: Alessandro Rigazzi (HPE)

Extra materials

• Presentation slides

• References from the slides:

  • Language Interoperability

    • f2py and fmodpy intro

    • forpy

    • pybind11

    • Talk: "Reducing the overhead of coupling machine learning models between Python and Fortran" YouTube video and slides

  • Interoperability at framework level:

    • Fortran Keras Bridge, tensorflow but not very active on GitHub and paper on arXiv

  • CrayLabs SmartSim:

    • CrayLabs SmartSim on GitHub

    • SmartSim Example Zoo on GitHub

    • Archer2 webinar "Exploring new computations frontiers with SmartSim"

Q&A

/