I believe you have to register with the police and consulate, arrange to take a new passport and contact USCIS to inquire about new visa procedures. You will have to make a new visa when you leave the US, so it is good to go with everything scheduled.
See https://travel.state.gov/content/travel/en/us-visas/visa-information-resources/lost-stolen-visas.html
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