where r g is another parameterized function. Note that r g includes both the embedding vectors and the initial atom features. The vector g corresponds to a set of global properties for the molecule, although the physical interpretations of those properties are likely to be quite obscure. The function r g is chosen so that g is invariant under permutations of the nodes in the graph adjacency matrix. Finally, the atom-level properties are acquired via a node readout function: