Three people were also injured when the fire broke out at Ninho de Urubu, the training ground of Flamengo football club, in Rio de Janeiro.
All ten victims are said by local media to be young athletes. The cause of the fire is not yet known.
Flamengo is one of Brazil's biggest and best-known clubs internationally.
Please subscribe HERE http://bit.ly/1rbfUog