I'd start by reading the information at the link I provided, and any subsequent links to see what others have tried and worked.
I casually read adding no_acpi to the boot parameter or re-installing Plymouth worked.
It is a gnome bug, not specific to Linux Mint.
I will defend your right to make a choice.
But you must defend the choice you made.