code: def ResidualField(
      default: bool = False,
      description: str = None,
      parameter_metadata: ParameterMetadata = None,
  ) -> Field:
      description = description or (
          "Whether to add a residual connection to each fully connected layer block. "
          "Requires all fully connected layers to have the same `output_size`."
      )
      parameter_metadata = (
          parameter_metadata or COMMON_METADATA["residual"]
      )
      return schema_utils.Boolean(
          default=False,
          description=description,
          parameter_metadata=parameter_metadata,
      )
  
imports: from dataclasses import Field
  from typing import Optional
  from ludwig.schema import utils
  from ludwig.schema.metadata import COMMON_METADATA
  from ludwig.schema.metadata.parameter_metadata import ParameterMetadata
  from ludwig.utils.torch_utils import initializer_registry
label_desc: Use image node_id 2 for calling a global function with example usage: ResidualField(default, description, parameter_metadata) and returns: schema_utils