Are all dogs members of the same species?

Yes all dogs come from the same genetic organism that one's was a gray wolf, so yes they are from the same species

Instead, genetic analyses tell us that all dogs are the same species, But, by those standards, dogs and gray wolves (Canis lupus) are also the same species, as the two share most of the same genes ... Still, wolves and dogs have subtle differences in their anatomy.