Shares of Nvidia and other semiconductor stocks surged Tuesday amid optimism about new partnerships and trade deals.

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Shares of Nvidia ( NVDA 5.63%) were off to the races on Tuesday, climbing as much as 6.4%. As of 11:35 a.m. ET, the stock was ...