Martinez was optioned to Triple-A Sugar Land on Saturday, Chandler Rome of The Athletic reports.
He gave up seven earned runs in one inning during his most recent performance Wednesday against the Rangers, and Kendall Graveman will take his place in the bullpen. The Astros could summon Martinez again next time they need a fresh bullpen arm.