Go like greased lightning is the present tense of went like greased lightning.
The third-person singular simple present indicative form of go like greased lightning is goes like greased lightning.
The present participle of go like greased lightning is going like greased lightning.
The past participle of go like greased lightning is gone like greased lightning.