snowflake.ml.model.model_signature.ParamGroupSpec

class snowflake.ml.model.model_signature.ParamGroupSpec(name: str, specs: list[snowflake.ml.model._signatures.core.BaseParamSpec], shape: Optional[tuple[int, ...]] = None)

Bases: BaseParamSpec

Specification of a group of parameters in Snowflake native model packaging.

Initialize a parameter group.

Parameters:

  • name – Name of the parameter group.

  • specs – A list of parameter specifications that composes the group.

  • shape – Shape of the parameter group. None means scalar, otherwise a tuple representing dimensions. Use -1 for variable length dimensions.

Methods

classmethod from_dict(input_dict: dict[str, Any]) → ParamGroupSpec

Deserialize the parameter group from a dict.

Parameters:

input_dict – The dict containing information of the parameter group.

Returns:

A parameter group instance deserialized and created from the dict.

to_dict() → dict[str, Any]

Serialize the parameter group into a dict.

Returns:

A dict that serializes the parameter group.

Attributes

name

Name of the parameter.

shape

Shape of the parameter. None means scalar.

specs

List of parameter specifications in the group.

Language: English