Why increase in resistance of register used in circuit show lesser average power dissipation
Ohms law can be shown to imply higher resistances produce more power when the supply to them is constant current - clearly as resistance increases, the voltage across the resistor increases thus power also increases because power = voltage * current.

However, on your circuit you have a constant voltage supply so current reduces as resistance increases and this means power decreases by 50% as resistance doubles.