How fast can I make my penile discharge go away?

Depends. Penile discharge can be from infections of the lining of the tract such as gonorrhea or from infection in the bladder (which usually carries a great sense of urgency to urinate). Your family doctor should be seen quickly or a urologist. The speed of treatment effect depends upon the organism and its susceptibility.