code: def densenet121(**kwargs: Any) -> DenseNet:
      # Top-1 error: 25.35%
      # 'densenet121': 'https://download.pytorch.org/models/densenet121-a639ec97.pth'
      return DenseNet(
          growth_rate=32,
          block_config=(6, 12, 24, 16),
          num_init_features=64,
          **kwargs,
      )
  
imports: import re
  from typing import Any, List, Tuple
  from collections import OrderedDict
  import torch
  import torch.nn
  import torch.nn.functional
  import torch.utils.checkpoint
  from torch import Tensor
label_desc: Use image node_id 1 for calling a global function with example usage: densenet121() and returns: DenseNet