In 1902, Garran married Hilda Robson. Together they would have four sons, Richard (born 1903), John (1905), Andrew (1906) and Isham Peter (1910). At this time the family lived in Melbourne, and the boys all attended Melbourne Grammar School and later studied at the University of Melbourne, attending Trinity College there.