I want to change the theme to the no theme (original) and seems not working

To my understanding you want to remove the theme that you had applied but are unable to do so?

In order to remove it you can either search and apply the default theme. Or alternatively to remove it completely and go back to how you had it prior you can use the form revision history to revert your form to a previous version before the theme was applied.