While Torre was Mexican by birth and citizenship, he spent much of his early life in New Orleans and developed as a young player under the tutelage of the New Orleans player E. Z. Adams.
Torre first came to international attention when he attended the great New York 1924 tournament and impressed both the American and European Grandmasters with the high quality of his speed chess and analytical ability.