An experimental study has been performed on a double-sided transversely pumped dye laser amplifier. The output power of the amplifier has arrived 34 watts, and the amplifier extraction efficiency up to 37% has been obtained. Furthermore, the analytic expressions of the efficiency and output power related to the dye solution concentration, laser wavelength and input dye laser power have been given.