Solved by jfix in post #4 
              
              
                So it looks like nothing is being quantized. One note here is that the default CPU backend doesn’t have any Int16 quantization support AFAIK. So unless you have added that support, this is probably why you aren’t seeing any int16 in the model – the quantization flow will skip it if Backend::isOpSupp…