noether.core.schedules.functional
=================================

.. py:module:: noether.core.schedules.functional


Functions
---------

.. autoapisummary::

   noether.core.schedules.functional.linear
   noether.core.schedules.functional.cosine
   noether.core.schedules.functional.polynomial


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

.. py:function:: linear(step, total_steps)

   linearly increasing from [0 to 1]


.. py:function:: cosine(step, total_steps)

   cosine schedule from [0 to 1]


.. py:function:: polynomial(step, total_steps, power)

   polynomial schedule from [0 to 1]
   https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.PolynomialLR.html