code: def get_data_provider_by_name(name, train_params):
      """Return required data provider class"""
      if name == "C10":
          return Cifar10DataProvider(**train_params)
      if name == "C10+":
          return Cifar10AugmentedDataProvider(**train_params)
      if name == "C100":
          return Cifar100DataProvider(**train_params)
      if name == "C100+":
          return Cifar100AugmentedDataProvider(**train_params)
      if name == "SVHN":
          return SVHNDataProvider(**train_params)
      else:
          print(
              "Sorry, data provider for `%s` dataset "
              "was not implemented yet" % name
          )
          exit()
  
label_desc: Use image node_id 1 for calling a global function with example usage: get_data_provider_by_name(name, train_params) and returns: Cifar10DataProvider, Cifar10AugmentedDataProvider, Cifar100DataProvider, Cifar100AugmentedDataProvider, SVHNDataProvider