Cosgrove was optioned to Triple-A El Paso on Wednesday.
The left-hander was called up from El Paso on Sunday and will return there without taking the mound for San Diego. Cosgrove has appeared in 18 games for the Padres this season and has a 11.66 ERA, 1.98 WHIP and 15:6 K:BB over 14.2 innings.