Solved by ptrblck in post #2 
              
              
                If you want to reproduce the exact same results, it might be tricky to just seed the script, if you are using additional layers. Each additional layer will get a random parameter initialization, which calls to the pseudo-random number generator, and will thus most likely yield small differences. 
Ha…