Hello,
in case if sitemap generator stops, you should increase max_execution_time and memory_limit settings in your php configuration (php.ini file at your server).
Also, you should use "Save state" option to store progress info so that it would be possible to resume generation without restarting it from the scratch (I suggest setting it to 180 seconds).