WeMos D1 ESP-Wroom-02 Mother Board ESP8266 - where is reset pin for deep-sleep
This support page has the instructions for enabling deep sleep:
Support for WeMos D1 ESP-Wroom-02 Nodemcu
edit by Guy: in short, solder/connect pins as shown circled in red: