code: def fix(module: nn.LSTM) -> DPLSTM:
      dplstm = DPLSTM(
          input_size=module.input_size,
          hidden_size=module.hidden_size,
          num_layers=module.num_layers,
          bias=module.bias,
          batch_first=module.batch_first,
          dropout=module.dropout,
          bidirectional=module.bidirectional,
      )
      dplstm.load_state_dict(module.state_dict())
      return dplstm
  
imports: from typing import List
  import torch.nn
  from opacus.layers import DPLSTM
  from .errors import ShouldReplaceModuleError, UnsupportedModuleError
  from .utils import register_module_fixer, register_module_validator
label_desc: Use image node_id 2 for calling a global function with example usage: fix(module) and returns: dplstm