The report said another two people had been injured and one person was missing after strong gales swept through more than 20 cities and counties including Guangyuan, Santai and Daxian.
"The severe weather also destroyed more than 20,000 houses, causing millions of yuan in losses," the dispatch said.
It said a relief effort, arranged by Governor Zhang Zhongwei of Sichuan province, had begun.