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lr_scheduler.rst

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Learning Rate Schedulers

Learning Rate Schedulers update the learning rate over the course of training. Learning rates can be updated after each update via :func:`step_update` or at epoch boundaries via :func:`step`.

.. automodule:: fairseq.optim.lr_scheduler
    :members:


.. autoclass:: fairseq.optim.lr_scheduler.FairseqLRScheduler
    :members:
    :undoc-members:


.. autoclass:: fairseq.optim.lr_scheduler.cosine_lr_scheduler.CosineSchedule
    :members:
    :undoc-members:

.. autoclass:: fairseq.optim.lr_scheduler.fixed_schedule.FixedSchedule
    :members:
    :undoc-members:

.. autoclass:: fairseq.optim.lr_scheduler.inverse_square_root_schedule.InverseSquareRootSchedule
    :members:
    :undoc-members:

.. autoclass:: fairseq.optim.lr_scheduler.reduce_lr_on_plateau.ReduceLROnPlateau
    :members:
    :undoc-members:

.. autoclass:: fairseq.optim.lr_scheduler.triangular_lr_scheduler.TriangularSchedule
    :members:
    :undoc-members: