Solved by Lakshya1 in post #6 
              
              
                I noticed that Quantization of MobileNet-V2 model was working fine for me, just like in the pytorch tutorial https://pytorch.org/tutorials/advanced/static_quantization_tutorial.html?highlight=static%20quantization. 
So, I started debugging by comparing with Mobilenet-V2. I noticed two changes, that …