Power consumption at different frequencies

How do I understand the power consumption of the miner (eg s9) when changing the frequencies? Is there a formula for how the power consumption changes when I adjust the frequency on miner boards (same / different voltage)? Is it important to be able to set the frequency separately for each chip, or do you use the average frequency?