your unpublished product is concept ? if it is yes, then you have a tab at Products page in admin page above products table “All | Published | Concept | Trashed”
You can filter products by click to “Concept” and select all product and delete all.
If you want delete everything at once, you must set number of result products on top of product admin page called “Display options” and result on page “1000”
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