Could you provide your site URL and your plugin environment so we can take a look at what is happening with your site?
Please refer to the Posting guidelines info needed to assist you. The info shown under Plugin environment will also show us version of PHP.
you may also find info in the troubeshooting or helpful hints. One issue may be that your Javascript in another plugin or theme is throwing errors preventing SLP from loading.