A fire official said the business would remain closed until the source of the odor is identified.
The gym had reopened by the afternoon, but no further information was available about the source of the smell.
Employees there said some people reported feeling ill during a spin class in the morning.
The employees believe the smell may be coming from a vacant business space adjacent to the gym.
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