The two attended the party for Chanel in Santa Monica, California, rpeorted AceShowbiz.
The 44-year-old father of four was seen sporting a navy shirt as he made his way out along with his security guards.
His wife opted for a casual look in a black long-sleeved top.
The "Happy" hitmaker and his wife tied the knot in October 2013.
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