code: def __init__(self, deconstruct_idx=None):
      super().__init__()
      self.deconstruct_idx = deconstruct_idx
  
imports: import argparse
  import logging
  from typing import Dict, Optional
  import torch
  from typeguard import check_argument_types
  from espnet2.uasr.generator.abs_generator import AbsGenerator
  from espnet2.utils.types import str2bool
label_desc: Use image node_id 1 to create a new TransposeLast object from inherited base classes: torch.nn with example: obj = TransposeLast(deconstruct_idx)