Go off one's rocker is the present tense of went off one's rocker.
The third-person singular simple present indicative form of go off one's rocker is goes off one's rocker.
The present participle of go off one's rocker is going off one's rocker.
The past participle of go off one's rocker is gone off one's rocker.
