decisions_to_data.py 文件源码

def _define_vars(self, params, **kwargs):
    with ops.device(self.device_assigner.get_device(self.layer_num)):

      self.tree_parameters = variable_scope.get_variable(
          name='stochastic_hard_tree_parameters_%d' % self.layer_num,
          shape=[params.num_nodes, params.num_features],
          initializer=init_ops.truncated_normal_initializer(
              mean=params.weight_init_mean, stddev=params.weight_init_std))

      self.tree_thresholds = variable_scope.get_variable(
          name='stochastic_hard_tree_thresholds_%d' % self.layer_num,
          shape=[params.num_nodes],
          initializer=init_ops.truncated_normal_initializer(
              mean=params.weight_init_mean, stddev=params.weight_init_std))