I was back at my pre-pregnancy weight about 2 weeks post partum.  I lost more after that because I wanted to get back to my race weight.  I gained exactly 19 and 20 pounds with each of my pregnancies.  I joke that the only time I've fallen into the overweight BMI category was when I was 40 weeks pregnant.