import tensorflow as tf

    self.pairwise_improvement_bool = pairwise_improvement_bool

    metrics.append(tf.summary.scalar('training/avg_dist', mean_dist))
    metrics.append(tf.summary.scalar('training/pred_dist', mean_pred_error))
