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Shares of semiconductor equipment giants rallied big on Thursday, with Applied Materials (NASDAQ: AMAT), Lam Research (NASDAQ: LRCX), and KLA Corporation (NASDAQ: KLAC) jumping 4.5%, 4%, and 4.3%.