code: def _make_pred_layer(
      block, dilation_series, padding_series, num_classes, inplane
  ):
      return block(
          dilation_series, padding_series, num_classes, inplane
      )
  
imports: import math
  import torch
  import torch.nn
  from torch.nn.parameter import Parameter
  import torch.nn.functional
label_desc: Use image node_id 3 for calling the ResNet obj's underlying member method code with example usage: obj._make_pred_layer(block, dilation_series, padding_series, num_classes, inplane) and returns: block