We provide option to change desktop logo, and mobile logo.
Recommended logo size for desktop is : 200 x 60 pixel. and recommended logo size for mobile is 110×40 pixel. but you can also upload your own size of Logo.
On WordPress version 4.3, you can also change favicon & mobile device bookmarklet from WordPress Customizer. You can go to Customizer > Site Identity > Site Icon