decoding/IAD/fairseq/docs/lr_scheduler.rst
.. role:: hidden :class: hidden-section
.. _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: