code: def __init__(self, module: nn.Module, frozen: bool):
      super().__init__()
      if frozen:
          freeze_parameters(module)
          module.eval()
      else:
          module.train()
      self.module = module
      self.frozen = frozen
  
imports: import math
  import os
  import warnings
  from abc import abstractmethod
  from functools import lru_cache
  from typing import List, Optional, Tuple, Union
  import torch
  from torch import nn
  from torch.nn import Module, ModuleDict
  from ludwig.api_annotations import DeveloperAPI
  from ludwig.constants import ENCODER_OUTPUT
  from ludwig.utils.strings_utils import SpecialSymbol
label_desc: Use image node_id 1 to create a new FreezeModule object from inherited base classes: nn with example: obj = FreezeModule(module, frozen)