You can set styling for all the buttons to be used on your site via Admin Dashboard > Appearance > Customize > General Options > Layouts > Button.
The following are the settings that you can use to manage the button layout of your site.
Button Roundness – Set a value for the button radius.
Button Padding – Set padding value for the button.