Hello Kevin,
Thanks for contacting us.
503 Service Unavailable server error response code indicates that the server is not ready to handle the request.
Common causes are a server that is down for maintenance or that is overloaded. Regarding the issue, I would suggest to contact hosting provider. If server is okay, then wpdm will run perfectly there without any issue.
Regards
Tanvir