If you want to change it permanently, you can do the following:
In the rsreportserver.config file (sql drive:\Program Files\Microsoft SQL Server\MSSQL.3\Reporting Services\ReportServer):
5) Populate <SMTPServer>x.x.x.x</SMTPServer> with the IP of the machine where...