As for 1-
They all start with the same name space - since TB then showing them in a nicer view.
with tf.name_scope("accumulated"): for metric in self.metrics: tf.summary.scalar(metric.name, metric.result(), step=step)I want to group them by metric.name, and they are all grouped by the name_scope