Python side influence at times surprising behaviors are certainly tricky to note. In the example beneath, the counter is meant to safeguard the increment of the variable. on the other hand since it can be a python integer and never a TensorFlow object, It really is worth is captured throughout the very first trace. in the event the tf.functionality