Solvers
=======

The :class:`nnabla.solvers.Solver` class represents a stochastic gradient descent based optimizer for optimizing the parameters in the computation graph. NNabla provides various solvers listed below.


.. automodule:: nnabla.solvers


Solver
------

.. autoclass:: Solver
    :members:

List of solvers
---------------

.. autofunction:: Sgd
.. autofunction:: Momentum
.. autofunction:: Lars
.. autofunction:: Nesterov
.. autofunction:: Adadelta
.. autofunction:: Adagrad
.. autofunction:: AdaBelief
.. autofunction:: RMSprop
.. autofunction:: RMSpropGraves
.. autofunction:: Adam
.. autofunction:: AdaBound
.. autofunction:: Adamax
.. autofunction:: AMSGRAD
.. autofunction:: AMSBound
.. autofunction:: AdamW
.. autofunction:: SgdW