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# Aliases in torch.optim
The following are aliases to their counterparts in ``torch.optim`` in the nested namespaces in which they are defined. For any of these APIs, feel free to use the top-level version in ``torch.optim`` like ``torch.optim.Adam`` or the nested version ``torch.optim.adam.Adam``.
```{eval-rst}
.. automodule:: torch.optim.adadelta
.. currentmodule:: torch.optim.adadelta
.. autosummary::
:toctree: generated
:nosignatures:
Adadelta
adadelta
```
```{eval-rst}
.. automodule:: torch.optim.adagrad
.. currentmodule:: torch.optim.adagrad
.. autosummary::
:toctree: generated
:nosignatures:
Adagrad
adagrad
```
```{eval-rst}
.. automodule:: torch.optim.adam
.. currentmodule:: torch.optim.adam
.. autosummary::
:toctree: generated
:nosignatures:
Adam
adam
```
```{eval-rst}
.. automodule:: torch.optim.adamax
.. currentmodule:: torch.optim.adamax
.. autosummary::
:toctree: generated
:nosignatures:
Adamax
adamax
```
```{eval-rst}
.. automodule:: torch.optim.adamw
.. currentmodule:: torch.optim.adamw
.. autosummary::
:toctree: generated
:nosignatures:
AdamW
adamw
```
```{eval-rst}
.. automodule:: torch.optim.asgd
.. currentmodule:: torch.optim.asgd
.. autosummary::
:toctree: generated
:nosignatures:
ASGD
asgd
```
```{eval-rst}
.. automodule:: torch.optim.lbfgs
.. currentmodule:: torch.optim.lbfgs
.. autosummary::
:toctree: generated
:nosignatures:
LBFGS
```
```{eval-rst}
.. automodule:: torch.optim.nadam
.. currentmodule:: torch.optim.nadam
.. autosummary::
:toctree: generated
:nosignatures:
NAdam
nadam
```
```{eval-rst}
.. automodule:: torch.optim.radam
.. currentmodule:: torch.optim.radam
.. autosummary::
:toctree: generated
:nosignatures:
RAdam
radam
```
```{eval-rst}
.. automodule:: torch.optim.rmsprop
.. currentmodule:: torch.optim.rmsprop
.. autosummary::
:toctree: generated
:nosignatures:
RMSprop
rmsprop
```
```{eval-rst}
.. automodule:: torch.optim.rprop
.. currentmodule:: torch.optim.rprop
.. autosummary::
:toctree: generated
:nosignatures:
Rprop
rprop
```
```{eval-rst}
.. automodule:: torch.optim.sgd
.. currentmodule:: torch.optim.sgd
.. autosummary::
:toctree: generated
:nosignatures:
SGD
sgd
```
```{eval-rst}
.. automodule:: torch.optim.sparse_adam
.. currentmodule:: torch.optim.sparse_adam
.. autosummary::
:toctree: generated
:nosignatures:
SparseAdam
```
|
