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Are you using the iOS app?
If so, there is a known bug that's causing this issue for some people.
Keep an eye on the following thread which has the latest updates from fitbit:
https://community.fitbit.com/t5/iOS-App/App-version-2-39-keeps-logging-out/td-p/2142070
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