As a footballer, Acosta played for Club Oriental, Cerro Porteño, Atlántida SC and most importantly for Atlético Corrales where he was part of the longest tour by a Paraguayan team around Latin American (it lasted 1 year and 15 days). Acosta also played in several occasions for the Paraguay national football team, including the 1942 Copa America. He played as a defender.
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