Resolving Render Blocking CSS in Dynamic Serving

HI,

Render blocking issue not getting resolved in our Dynamic serving website. We tried to solve the issue by using critical path CSS.
But we have different pages for mobile and desktop sites, but having same domain name, so the issue could not be resolved.
Any other solution?

Regards,
Amruta