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Optimizers

docs/optim.rst

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

.. _optimizers:

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: