Reply To: Does an image or any file set in media query also loads parent files?

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This article might interest you. Test #4 addresses your specific question.

As for the author’s conclusions, keep in mind that these tests were done over two years ago and Android 2 has a much less dominant position now (though I haven’t seen results for similar tests on the Android 4 browser, I would suspect it handles things better).