Tokyo (Reuters) - Japan's embattled Toshiba Corp is set to sell its memory chip unit to a consortium led by Western Digital Corp for about 2 trillion yen ($18.3 billion), the Nikkan Kogyo business daily said on Tuesday without citing sources.