PHP's memory_limit may be reached and thus the process fails.

In any case, you should ask here www.joomlaworks.net/forum/k2-en/16491-tool-for-importing-exporting-items-to-from-k2 so the developer of that 3rd party extension can see and respond to your issue (if possible).