Changing the quality settings does not make any difference.
Restarting with a desired quality results in the quality level being reset to low.
Screen size is remembered between quitting and loading, but not quality.
GFX: AMD Radeon R9 380 - 2GB
CPU: AMD FX 6350 + 12GB RAM
Win 10 21H2