ksuit.schedules.step.decreasing
===============================

.. py:module:: ksuit.schedules.step.decreasing


Classes
-------

.. autoapisummary::

   ksuit.schedules.step.decreasing.StepDecreasingSchedule


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

.. py:class:: StepDecreasingSchedule(config)

   Bases: :py:obj:`ksuit.schedules.base.DecreasingProgressSchedule`


   A scheduler that decreases exponentially from the maximum to minimum value over the total number of steps.

   .. rubric:: Example

   >>> schedule_config:
   >>>    kind: ksuit.schedules.StepDecreasingSchedule
   >>>    factor: 0.1
   >>>    decreases_interval: 0.01
   >>>    max_value: ${model.optim.lr}

   I.e., after each 1% of the total training steps, the value is multiplied by 0.1.

   Initialize the scheduler.

   Args:
   config: The configuration for the scheduler.


   .. py:attribute:: factor


   .. py:attribute:: decreases_interval