Perez was optioned to Triple-A Durham following Saturday's loss to Toronto, Marc Topkin of the Tampa Bay Times reports.
Perez joined the Rays prior to Friday's contest but did not see the field during his two-day stay in the majors. The Rays will likely bring up a reliever Sunday to bolster their bullpen depth.