The 'Happy' hitmaker took to Twitter to announce the same, reported E!Online.
"I'm auctioning off my hat from the Grammys to benefit from one hand to another," he tweeted.
The bidding opened at USD 200 and the high bid in just hours had reached USD 10,500 yesterday.
The bidding is scheduled to end on March 2.