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optim.rst

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Optimizers

Optimizers update the Model parameters based on the gradients.

.. automodule:: fairseq.optim
    :members:


.. autoclass:: fairseq.optim.FairseqOptimizer
    :members:
    :undoc-members:


.. autoclass:: fairseq.optim.adadelta.Adadelta
    :members:
    :undoc-members:

.. autoclass:: fairseq.optim.adagrad.Adagrad
    :members:
    :undoc-members:

.. autoclass:: fairseq.optim.adafactor.FairseqAdafactor
    :members:
    :undoc-members:

.. autoclass:: fairseq.optim.adam.FairseqAdam
    :members:
    :undoc-members:

.. autoclass:: fairseq.optim.fp16_optimizer.FP16Optimizer
    :members:
    :undoc-members:

.. autoclass:: fairseq.optim.nag.FairseqNAG
    :members:
    :undoc-members:

.. autoclass:: fairseq.optim.sgd.SGD
    :members:
    :undoc-members: