He won three medals at the Winter Olympics, including two gold (doubles: 1976, 1980) and one bronze (singles: 1976).

At the FIL European Luge Championships, Rinn won 13 medals.

[1] Rinn was inducted into the International Luge Federation Hall of Fame in 2005 along with Josef Feistmantl.

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