code: def use_horizontal_stacking(
      input_dim: int,
      output_dim: int,
  ) -> bool:
      """
      Determine a stacking direction based on the input and output dimension.
  
      The vertical stacking approach is suitable for low dimensional input and high dimensional output,
      because the projection to low dimensions is done first. While the horizontal stacking approach is good
      for high dimensional input and low dimensional output as the projection to high dimension is done last.
  
      :param input_dim:
          the layer's input dimension
      :param output_dim:
          the layer's output dimension
  
      :return:
          whether to use horizontal (True) or vertical stacking
  
      .. seealso :: [thanapalasingam2021]_
      """
      return input_dim > output_dim
  
imports: from __future__ import annotations
  import functools
  import logging
  import pathlib
  import re
  import subprocess
  from abc import ABC, abstractmethod
  from itertools import chain
  from textwrap import dedent
  from typing import Any, Callable, Collection, Dict, Iterable, List, Literal, Mapping, Optional, Sequence, Union, cast
  import more_itertools
  import requests
  import torch
  from tqdm.auto import tqdm
  from ..constants import PYKEEN_MODULE
  from ..typing import OneOrSequence
  from ..utils import nested_get, rate_limited, upgrade_to_sequence
  from ..version import get_version
label_desc: Use image node_id 3 for calling a global function with example usage: use_horizontal_stacking(input_dim, output_dim) and returns: unknown