Put the pedal to the metal

Possible interpretation: Go as fast as possible.

Origin: This saying originates from the idea of pressing a car's accelerator pedal down hard to the (metal) floor, thus making the car go at maximum speed.

Variety: This is typically used in American English but may be used in other varieties of English too.