noether.core.schedules.cosine
=============================

.. py:module:: noether.core.schedules.cosine


Classes
-------

.. autoapisummary::

   noether.core.schedules.cosine.CosineDecreasingSchedule
   noether.core.schedules.cosine.CosineIncreasingSchedule


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

.. py:class:: CosineDecreasingSchedule(config)

   Bases: :py:obj:`noether.core.schedules.base.DecreasingProgressSchedule`


   Cosine annealing scheduler with decreasing values.

   .. rubric:: Example

   >>> schedule_config:
   >>>   kind: noether.core.schedules.CosineDecreasingSchedule
   >>>   max_value: ${model.optim.lr}
   >>>   end_value: 0.0

   Initialize the scheduler.


.. py:class:: CosineIncreasingSchedule(config)

   Bases: :py:obj:`noether.core.schedules.base.IncreasingProgressSchedule`


   Cosine annealing scheduler with increasing values.

   .. rubric:: Example

   >>> schedule_config:
   >>>   kind: noether.core.schedules.CosineIncreasingSchedule
   >>>   max_value: ${model.optim.lr}
   >>>   start_value: 0.0

   Initialize the scheduler.