we call it hail; it mostly happens during spring or summer time heavy thunder storms.
Ice rain is somewhat different than hail storm. ice rain occurs in winters. It is associated with winter storms. It is also called freezing rain where rain drops turn into ice on contact with ground or other surfaces above ground.