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I have solved the issue regarding the innerpage banner and inner pages.
I have removed the Header Image from Appearance -> Customize -> Header Image
Their is a option for to set innerpage banner image in Appearance -> Theme Options -> Homepage Slider -> Inner page Banner
Now all pages and posts are looking well.