code: def compile(
      model: Optional[torch.nn.Module] = None,
      *args: Any,
      **kwargs: Any,
  ) -> Union[
      torch.nn.Module, Callable[[torch.nn.Module], torch.nn.Module]
  ]:
      r"""Optimizes the given :pyg:`PyG` model/function via
      :meth:`torch.compile`.
      This function has the same signature as :meth:`torch.compile` (see
      `here <https://pytorch.org/docs/stable/generated/torch.compile.html>`__).
  
      .. note::
          :meth:`torch_geometric.compile` is deprecated in favor of
          :meth:`torch.compile`.
      """
      warnings.warn(
          "'torch_geometric.compile' is deprecated in favor of "
          "'torch.compile'"
      )
      return torch.compile(model, *args, **kwargs)
  
imports: import warnings
  from typing import Any, Callable, Optional, Union
  import torch
  import torch_geometric.typing
label_desc: Use image node_id 2 for calling a global function with example usage: compile(model) and returns: torch