Coupling machine learning with HPC simulation

Presenter: Harvey Richardson (HPE)

Content:

• Coupling workflows, interoperability, frameworks and SmartSim.

Extra materials

• 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 on GitHub and the SmartSim Example Zoo on GitHub

Q&A

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