Wordpress cache infinite loop mobile

I've tried several plugins for w3_total_cahe, wp_fastest_cache and the list goes on. I get an ifinite loop whatever the plugin i used for cache when trying to access the website via a mobile phone. It occurs on and off. When i clear cache it stops and load the page. And after i access other pages it occurs again on another page. This is a responsive site using the same theme for both mobile and desktop. Here is my htaccess.

# BEGIN WordPress
<IfModule mod_rewrite.c>
RewriteEngine On
RewriteBase /
RewriteRule ^index\.php$ - [L]
RewriteCond %{REQUEST_FILENAME} !-f
RewriteCond %{REQUEST_FILENAME} !-d
RewriteRule . /index.php [L]
</IfModule>
# END WordPress

It is like a page that redirects to itself.

via Chebli Mohamed