Numerical calculations about the gain and ASE intensity of a dye laser amplifier are preformed in two cases: the input laser flux is far smaller or larger than effective saturation flux. The influences of ASE coefficient and reflective coefficient of dye cells on the gain and ASE intensity are discussed too. These results are used to discuss the optimizing design of a CW laser seeded multistage dye laser amplifier.