TensorFlow: Restoring a check point and immediately saving the checkpoint results in different values

Question

So I\'ve been following this tutorial here:

https://heartbeat.fritz.ai/play-sheet-music-with-python-opencv-and-an-optical-music-recognition-model-a55a3bea8fe

a