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nerkulec
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Some additional documentation clarification (refs mala-project#636)
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mala/common/parameters.py

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@@ -1149,9 +1149,9 @@ def _update_ddp(self, new_ddp):
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@property
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def validation_metric(self):
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"""
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Control the metric used during training.
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Control the metric used for validation.
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Metric for evaluated on the validation set during training.
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Metric to be evaluated on the validation set during training.
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Default is "ldos", meaning that the regular loss on the LDOS will be
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used as a metric.
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@@ -1169,7 +1169,7 @@ def validation_metric(self):
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- "dos_relative": Density of states (MAPE).
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The units for energy metrics are meV/atom.
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Selected metric is evalauted every epoch.
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Selected metric is evalauted after every epoch on the validation set.
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The validation metric is used as a criterion for early stopping and also
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for checkpointing the best model.
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Note that evaluating the energy metrics takes considerably longer than LDOS

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