add TaskModule.configure_model_metric(stage)
#392
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This adds the interface method
configure_model_metric(stage: str) -> Optional[Metric]
to theTaskModule
class. Per default, it returns justNone
. Taskmodule implementations can override this to return atorchmetrics.Metric
which should accept a batch of model outputs and targets. By having this method defined in the taskmodule, it is possible to use itsunbatch_output
and any available annotation decoding logic. Then, aPyTorchIEModel
implementation can use this to easily create metrics that match the data without re-implementing any specific decoding logic.