The winger scored twice in the first 10 minutes to put Carlo Ancelotti's side in control in Saudi Arabia.
Robert Lewandowski pulled one back for Barca with a superb volley but Vinicius converted a 39th-minute penalty to restore Los Blancos' two-goal lead.
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