:param compute_metric_callback: function to invoke after each
experiment run, to compute an experiment metric.
It will be invoked with the ec and the run count as arguments,
:param compute_metric_callback: function to invoke after each
experiment run, to compute an experiment metric.
It will be invoked with the ec and the run count as arguments,