normalize

normalize(unconstrained, scales)

Divide unconstrained params by their scales → O(1) optimizer space.

Parameters

Name	Type	Description	Default
unconstrained		dict[str, Array] in unconstrained space.	required
scales		dict[str, Array] from :func:compute_param_scales.	required

Returns

Name	Type	Description
		dict[str, Array] with each value divided by its scale.