EvaluationLoopTrainingCallback

class EvaluationLoopTrainingCallback(factory, frequency=1, prefix=None, evaluator=None, evaluator_kwargs=None, **kwargs)[source]

A callback for regular evaluation using new-style evaluation loops.

Initialize the callback.

Parameters

factory (CoreTriplesFactory) – the triples factory comprising the evaluation triples
frequency (int) – the evaluation frequency
prefix (Optional[str]) – a prefix to use for logging (e.g., to distinguish between different splits)
evaluator (Union[str, Evaluator, Type[Evaluator], None]) – the evaluator, or a hint thereof
evaluator_kwargs (Optional[Mapping[str, Any]]) – additional keyword-based parameters used for the evaluation instantiation
kwargs – additional keyword-based parameters passed to EvaluationLoop.evaluate()

Attributes Summary

Return the evaluation loop instance (lazy-initialization).

Methods Summary

post_epoch(epoch, epoch_loss, **kwargs)

Call after epoch.

Attributes Documentation

evaluation_loop: Return the evaluation loop instance (lazy-initialization).

Methods Documentation

post_epoch(epoch, epoch_loss, **kwargs)[source]

Call after epoch.

Return type

None

Parameters