# Pto AdamW
Instantiates the AdamW optimizer.

## Input
| Name | Data type |
|---|---|
| model | Ptmodel |
| learning_rate | Float |
| beta1 | Float |
| beta2 | Float |
| weight_decay | Float |
| amsgrad | Boolean |

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

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Category: PyTorch wrapper - Optimizer

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