fairseq/docs/criterions.rst
Myle Ott 7633129ba8 Merge internal changes (#283)
Summary:
Pull Request resolved: https://github.com/pytorch/translate/pull/283

Pull Request resolved: https://github.com/pytorch/fairseq/pull/428

Differential Revision: D13564190

Pulled By: myleott

fbshipit-source-id: 3b62282d7069c288f5bdd1dd2c120788cee4abb5
2019-01-04 20:03:19 -08:00

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ReStructuredText

.. role:: hidden
:class: hidden-section
.. _Criterions:
Criterions
==========
Criterions compute the loss function given the model and batch, roughly::
loss = criterion(model, batch)
.. automodule:: fairseq.criterions
:members:
.. autoclass:: fairseq.criterions.FairseqCriterion
:members:
:undoc-members:
.. autoclass:: fairseq.criterions.adaptive_loss.AdaptiveLoss
:members:
:undoc-members:
.. autoclass:: fairseq.criterions.composite_loss.CompositeLoss
:members:
:undoc-members:
.. autoclass:: fairseq.criterions.cross_entropy.CrossEntropyCriterion
:members:
:undoc-members:
.. autoclass:: fairseq.criterions.label_smoothed_cross_entropy.LabelSmoothedCrossEntropyCriterion
:members:
:undoc-members: