import tensorflow as tf

                var_list = None
                if self.params["warm_start_dir"]:
                    output_vars1 = tf.get_collection(tf.GraphKeys.TRAINABLE_VARIABLES, scope="task_dependent")
                    output_vars2 = tf.get_collection(tf.GraphKeys.TRAINABLE_VARIABLES, scope="task_independent/Variable_1")
