Gwenn was born in Wandsworth, London, England on September 26, 1877. He studied at St. Olave's School and King's College London. Gwenn was married to Minnie Terry for one day in 1901. They divorced the same day they married. Gwenn died on September 6, 1959 from pneumonia cause by a stroke in his Woodland Hills, Los Angeles home, aged 81.