Solved by jerryzh168 in post #5 
              
              
                I see, thanks for the clarification, I think what you need is pytorch/native_functions.yaml at master · pytorch/pytorch · GitHub and pytorch/native_functions.yaml at master · pytorch/pytorch · GitHub which re-assembles quantized Tensor from int_repr, please let me know if it works, thanks