If you want your products to use a specific page template the easiest method would be to convert your products to "Custom Post Types" (under the plugin configuration you can find this option and then re-save all your products and categories), after that you must create a new page template inside your theme with the following name: single-product.php
You can also try to switch your posts to pages and then assign a different template to each product page that is generated.
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