code: def __init__(self):
      super().__init__()
  
imports: import numpy
  import collections
  import torch
  from torch import nn
  import torch.nn.functional
  from torch.autograd import Variable
  import models.shared_base
  import utils
label_desc: Use image node_id 1 to create a new LockedDropout object from inherited base classes: nn with example: obj = LockedDropout()