If you close the report without explicitly clearing the filters, Access remembers them and you can click Toggle Filter again to reapply them next time you open the report. This works even if you close and reopen the database. However, if you click Home > Advanced > Clear All Filters, Access clears the filters completely and you’ll need to start from scratch next time around.
Interesting to know how Access saves the filter you wrote.