| .. role:: hidden |
| :class: hidden-section |
|
|
| .. _Learning Rate Schedulers: |
|
|
| 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: |
|
|
