Go to bed or go to sleep.
This is used in the context when one is very tired and dozes off by sleeping on his/her bed.
1)My father hit the sack as soon as he returned home from office.
2)I hit the sack after the day's tiresome play.
3)My friend was not available yesterday night as he hit the sack very early last night.