Welcome to PhyDLL!

PhyDLL (fidɛl) (Physics Deep Learning coupLer) is an open-source library to couple massively parallel physical solvers to distributed deep learning inference.

Note

This project is under active development.

• PhyDLL
  • PhyDLL’s installation
    • Download
    • Fortran compilation
    • Python installation
    • Annex: CWIPI installation:
    • Example of installation of PhyDLL with CWIPI and HDF5 supports:
  • Run the coupling with PhyDLL
    • Job script generator
    • Example
  • Acknowledgements
• Tutorials
  • PhyDLL deployment
    • Physical solver (Fortran):
    • Deep Learning engine (Python)
    • Exchange in loop mode
    • Input file:
  • Non-context aware coupling
    • Running steps:
• Fortran API
  • Fortran API
    • WORK IN PROGRESS
• Python API
  • phydll package
    • Submodules
    • phydll.cwp module
    • phydll.dmpi module
    • phydll.env module
    • phydll.io module
    • phydll.mesh module
    • phydll.phydll module
• Changelog
  • [Unreleased]
    • Added
    • Changed
    • Fixed
  • [0.1.0] - 2023-02-01

PhyDLL’s Python documentation

• Index

• Module Index

• Search Page