Sprinkler controllers shouldn't be plugged into GFCIs. My experience with garage GFCI outlets being tripped is usually something else in the garage on that same line is tripping it. Or a shorted solenoid is tripping the outlet. Is your outlet in the garage?
Most new homes are getting a dedicated non-GFCI outlet to power the sprinkler controller.