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.. role:: hidden
    :class: hidden-section

.. _optimizers:

Optimizers
==========
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Optimizers update the Model parameters based on the gradients.
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.. automodule:: fairseq.optim
    :members:
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.. autoclass:: fairseq.optim.FairseqOptimizer
    :members:
    :undoc-members:
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.. autoclass:: fairseq.optim.adadelta.Adadelta
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.. autoclass:: fairseq.optim.adagrad.Adagrad
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.. autoclass:: fairseq.optim.adafactor.FairseqAdafactor
    :members:
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.. 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: