class_docstr: Tracks a moving average of model parameters.
class_docstr_tok: ["Tracks","a","moving","average","of","model","parameters","."]
code: def state_dict(self) -> Dict[str, Any]:
      return {
          "parameters": self._parameters,
          "shadows": self._shadows,
          "backups": self._backups,
      }
  
file_path: allennlp/allennlp/training/moving_average.py
imports: from typing import Iterable, Tuple, Optional, Any, Dict
  import torch
  from allennlp.common.registrable import Registrable
label_desc: Use image node_id 5 for calling the MovingAverage obj's underlying member method code with example usage: obj.state_dict() and returns: dict