burn rubber

[burn rubber] {v. phr.}, {slang} 1. To start up a car or a motorcycle from dead stop so fast that the tires leave a mark on the road.

The neighborhood drag racers burned a lot of rubber - look at the marks on the road!

2. To leave in a hurry.

I guess I am going to have to burn rubber.