Please calculate your input and output range carefully.
For the differential pair or opamp, input range will be much smaller than output range. And you can never put the common mode at VDD/2.
I think you should set the input common mode at 0.3V~0.4V when the VDD is 1.2V.
By the way, you should increase your input PMOS size 2 times.