> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/automodel/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/automodel/_mcp/server.

# nemo_automodel.components.optim

## Submodules

* **[`nemo_automodel.components.optim.dion`](/nemo-automodel/nemo_automodel/components/optim/dion)**
* **[`nemo_automodel.components.optim.optimizer`](/nemo-automodel/nemo_automodel/components/optim/optimizer)**
* **[`nemo_automodel.components.optim.precision_warnings`](/nemo-automodel/nemo_automodel/components/optim/precision_warnings)**
* **[`nemo_automodel.components.optim.scheduler`](/nemo-automodel/nemo_automodel/components/optim/scheduler)**

## Package Contents

### Data

[`__all__`](#nemo_automodel-components-optim-__all__)

### API

```python
nemo_automodel.components.optim.__all__ = ['OPTIMIZER_CONFIG_REGISTRY', 'AdamConfig', 'AdamWConfig', 'Dion2Config', 'DionC...
```