Logo size should not reduce after uploading - Drupal 7
Don't use "Upload icon image", that's for favicon. Use "Logo image settings" -> "Upload logo image".

I tested this theme and both logo and favicon work perfectly. Logo is not altered in any way and favicon works, no matter what size.