trying to get this done using Python 3 and Keras model

Hey guys, I am trying to run deepSD using keras and  inputting elevation file in multichannel input along with ppt values. Using merge function for patch extraction. The problem I am facing is weights are not updating and showing constant loss and accuracy values after each epoch.
Please let me know about this issue and solution.
Do comment if more input is needed on this. 