According to the bureau, the tremor was registered southeast of Taiwan at 3:44 a.m. local time on Sunday (7:44 p.m. on Saturday GMT) 140 kilometres (87 miles) off the coast of Taitung County.
The earthquake's epicentre was located at a depth of 44.5 kilometres (27.7 miles).
There are no reports of any victims so far.