I was assuming the graph itself is attached to the tensor, so I was expecting that the size (i.e., actual size on desk in bytes) is different for a tensor with a graph versus a tensor detached from the graph.
For example, if the information in the graph is irrelevant to me, then the memory occupied by storing the tensor on desk is the same whether this tensor includes the graph or detached from it.