You could try printing a weight (or a small set of weights) from the network and see if the weight changes between the two runs. If you do find that the weight changes, then you can investigate why it changes. You may have to try many weights before you find one that changes.
Alternatively, you could try printing activations to trace the part of the network that changes between the two runs.