deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

LGPL-3.0 License

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deepmd-kit - v1.1.3

Published by amcadmus over 4 years ago

Bug fixings:

  • raw_to_set.sh does not work for data system that has only one frame.
  • dp test ignores type_map.raw
  • cannot compile lammps with deepmd-kit that does not use GPU
  • compiling problems in debug mode
  • GPU kernel threading bug that leads to wrong model deviation
deepmd-kit - v1.1.2

Published by amcadmus almost 5 years ago

New features:

  • GPU supported descriptor computation
  • Support ASE evaluation of deep potential
  • Trainable (true/false) descriptors

Bug fixings:

  • import warnings in common.py
  • relative force model deviation
  • freezing bug in se_ar
deepmd-kit - v1.1.1

Published by amcadmus almost 5 years ago

Bug fixing:

  • pass the warning of upper/lower index bound but do not correct the index.
deepmd-kit - v1.1.0

Published by amcadmus almost 5 years ago

New features:

  • Atom parameter
  • More robust data statistics
  • Relative force loss

Code structure:

  • Implement WFC and Polarizability by TensorModel
  • Select the appropriate shared library suffix based on the operating system

Bug fixings:

  • The minimal model devi when a proc has none local atom.
  • Correctly unset USE_CUDA_TOOLKIT