 FACT: On the globe in the control room of the Liparus, both  submarines as well as the Liparus are shown being in the Atlantic  ocean. Stromberg and Anya could never have made it to "Atlantis"  (which is supposed to be somewhere near Sardinia) in time, using the  small escape vessel.