Optimization
============

Optimizers
----------

.. autoxpmconfig:: xpm_torch.optim.Optimizer

.. autoxpmconfig:: xpm_torch.optim.SGD

.. autoxpmconfig:: xpm_torch.optim.Adafactor

.. autoxpmconfig:: xpm_torch.optim.Adam

.. autoxpmconfig:: xpm_torch.optim.AdamW

Parameter Configuration
-----------------------

.. autoxpmconfig:: xpm_torch.optim.ParameterOptimizer

.. autoxpmconfig:: xpm_torch.optim.ParameterFilter

.. autoxpmconfig:: xpm_torch.optim.RegexParameterFilter

Schedulers
----------

.. autoxpmconfig:: xpm_torch.schedulers.Scheduler

.. autoxpmconfig:: xpm_torch.schedulers.LinearWithWarmup

.. autoxpmconfig:: xpm_torch.schedulers.CosineWithWarmup

Optimization Hooks
------------------

.. autoxpmconfig:: xpm_torch.optim.OptimizationHook

.. autoxpmconfig:: xpm_torch.optim.GradientHook

.. autoxpmconfig:: xpm_torch.optim.GradientClippingHook

.. autoxpmconfig:: xpm_torch.optim.GradientLogHook