parametrization.from_normalized
parametrization.from_normalized(normalized, metadata, scales)unnormalize followed by to_constrained.
Convenience wrapper for recovering constrained param values from optimizer space, e.g. inside a loss function.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
| normalized | dict[str, Array] in normalized O(1) optimizer space. |
required | |
| metadata | dict[str, Parameter] from :func:extract_parameters. |
required | |
| scales | dict[str, Array] from :func:compute_param_scales. |
required |
Returns
| Name | Type | Description |
|---|---|---|
dict[str, Array] of constrained parameter values, suitable for |
||
| passing directly to the render function. |