Solved by chirag1992m in post #11 
              
              
                Hi soumith, 
Thank you for your prompt responses. I have identified the problem to how the input was being pre-processed before feeding into the model. there were subtle differences which were not easily identifiable by the naked eye. 
Currently the results are exactly the same, even till the order …