What do I do?

So my boyfriend and I were arguing and he said "I wish you would cheat on me so I can be done with you for good."

Like I didn't even know how to react. I got super quiet when he said that and just carried on what I was doing and he hasn't said anything. What does him saying that even mean?

What do I do...