Customizing psql console to show execution times

In some examples posted to this forum, it seems to me that when people
execute queries in the psql window, they also see "90 ms taken"
(milliseconds), which denotes the time taken to execute the query.
Where can I set this option because I'm not seeing it in my psql
window on both Win XP and Linux. Thanks!