:github_url: https://github.com/pytorch/pytorch

.. _exhale_class_classtorch_1_1optim_1_1_optimizer:

Class Optimizer
===============

- Defined in :ref:`file_torch_csrc_api_include_torch_optim_optimizer.h`


.. contents:: Page Contents
   :local:
   :backlinks: none


Inheritance Relationships
-------------------------

Derived Types
*************

- ``public torch::optim::Adagrad`` (:ref:`exhale_class_classtorch_1_1optim_1_1_adagrad`)
- ``public torch::optim::Adam`` (:ref:`exhale_class_classtorch_1_1optim_1_1_adam`)
- ``public torch::optim::AdamW`` (:ref:`exhale_class_classtorch_1_1optim_1_1_adam_w`)
- ``public torch::optim::LBFGS`` (:ref:`exhale_class_classtorch_1_1optim_1_1_l_b_f_g_s`)
- ``public torch::optim::RMSprop`` (:ref:`exhale_class_classtorch_1_1optim_1_1_r_m_sprop`)
- ``public torch::optim::SGD`` (:ref:`exhale_class_classtorch_1_1optim_1_1_s_g_d`)


Class Documentation
-------------------


.. doxygenclass:: torch::optim::Optimizer
   :members:
   :protected-members:
   :undoc-members: