noether.core.callbacks.early_stoppers.base
==========================================

.. py:module:: noether.core.callbacks.early_stoppers.base


Exceptions
----------

.. autoapisummary::

   noether.core.callbacks.early_stoppers.base.EarlyStopIteration


Classes
-------

.. autoapisummary::

   noether.core.callbacks.early_stoppers.base.EarlyStopperBase


Module Contents
---------------

.. py:exception:: EarlyStopIteration

   Bases: :py:obj:`StopIteration`


   Custom StopIteration exception for Early Stoppers.

   Initialize self.  See help(type(self)) for accurate signature.


.. py:class:: EarlyStopperBase(callback_config, trainer, model, data_container, tracker, log_writer, checkpoint_writer, metric_property_provider, name = None)

   Bases: :py:obj:`noether.core.callbacks.periodic.PeriodicCallback`


   Base class for early stoppers that is used to define the interface for early stoppers used by the trainers.

   Initializes the `PeriodicCallback`.

   :param callback_config: Configuration of the `PeriodicCallback`. Implements the `CallBackBaseConfig` schema.
   :param trainer: Trainer of the current run, subclass of `SgdTrainer`.
   :param model: Model of the current run.
   :param data_container: DataContainer instance that provides access to all datasets.
   :param tracker: Tracker instance to log metrics to stdout/disk/online platform.
   :param log_writer: LogWriter instance to log metrics.
   :param checkpoint_writer: CheckpointWriter instance to save checkpoints.
   :param metric_property_provider: MetricPropertyProvider instance to access properties of metrics.
   :param name: Name of the callback.


   .. py:method:: to_short_interval_string()

      Convert the interval to a short string representation used for logging.