How many watts will this amplifier need to dissipate?

Keep in mind that the heat dissipation is proportional to output power in watts, and you as the user have control of the output power by using a device called a volume control or a fixed voltage divider for the input signal. The gain of the amp will be a fixed value so you have control for device heat dissipation by limiting the amplitude of the input signal.