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add ML labeling option for vasp ml-aimd OUTCAR#278

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PKUfjh wants to merge 2 commits into
deepmodeling:develfrom
PKUfjh:master
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add ML labeling option for vasp ml-aimd OUTCAR#278
PKUfjh wants to merge 2 commits into
deepmodeling:develfrom
PKUfjh:master

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@PKUfjh

@PKUfjh PKUfjh commented May 11, 2022

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This PR intends to add labeling option for VASP machine learning force field AIMD, the default setting is the same with the original repo, which selects the first principle calculation among the MD frames as energy, force and viral labels. But one can also add option in the LabeledSystem like

LabeledSystem(filename,fmt,ml=True)

to use the machine learned energy, force and viral labels.
This option obviously is not as accurate as the default fp labels, but the motivation for adding this option (for me) is mainly to sample the structures rather than use the labeled system as training set. And you only need to change a little bit to realize the function. Also, since the default setting is the same as the original one, there is little worry to use this option in a wrong way.

@njzjz njzjz changed the base branch from master to devel May 11, 2022 16:57
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njzjz commented May 11, 2022

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It looks like your code is stuck in a loop.

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3 participants