I would like to add one more point here. After removing all the vlc config files from my home directory VLC played those HD files pretty well. A few minutes back I got further boost in vlc performance after enabling "Direct GPU rendering" in VLC settings. Though the player says this feature is experimental, it's been a smooth experience so far.