Sleeping Arangememts

my son will be 3 weeks on Friday, doctor said not to wake him if he's sleeping unless you wake him to eat. he sleeps all morning and at night he's up all night. I don't know how to reverse his schedule I've tried to keep him up longer during the day but it doesn't help.