ksuit.callbacks.early_stoppers.metric_early_stopper
===================================================

.. py:module:: ksuit.callbacks.early_stoppers.metric_early_stopper


Classes
-------

.. autoapisummary::

   ksuit.callbacks.early_stoppers.metric_early_stopper.MetricEarlyStopper


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

.. py:class:: MetricEarlyStopper(callback_config, **kwargs)

   Bases: :py:obj:`ksuit.callbacks.early_stoppers.early_stopper_base.EarlyStopperBase`


   Early stopper (training) based on a metric value to be monitored.

   Initialize the early stopper.

   :param metric_key: The key of the metric to monitor.
   :param tolerance: The number of times the metric can stagnate before stopping training.
   :param metric_property_provider: The metric property provider to use.
   :param \*\*kwargs: Additional arguments to pass to the parent class.


   .. py:attribute:: metric_key


   .. py:attribute:: higher_is_better


   .. py:attribute:: tolerance


   .. py:attribute:: tolerance_counter
      :value: 0



   .. py:attribute:: best_metric