# Instantiates the most basic optimizer to update W using the below formula
$$
W -= lr * G
$$

## Input
| Name | Data type |
|---|---|
| model | Ptmodel |
| learning_rate | Float |

## Output
| Data type |
|---|
| Ptoptimizer |

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Category: PyTorch wrapper - Training

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