Depends on the context. Are you stopping because it is the end of the workday and you will continue somewhere in the upcoming days?
In that case I like to keep it on In Progress, to be able to quickly navigate to it via dashboard "Issues in progress" widget, and it reflects on possible Boards all the issues you currently have on your plate (having to work on it some more takes up brain memory as well. It is in progress. )
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