The whole "desktop machine is dying" thing is pretty darn premature. We've been hearing it for years, and while additional devices are becoming mainstream, it hasnt been to the detriment of desktop sales.
There's quite a few tasks that simply arent practical elsewhere.
Desktop cpu sales continue to increase year in year out. Hardly demonstrative of it becoming a dying market.
Desktops account for about 20% of computer sales and has remained relatively flat line at 20% over the past several years. It's not on it's death bed, but it's certainly nothing what it use to be like either as industry continues to project desktops around 20% while portables (laptop/notebooks/tablets/smartphones) eat up the rest of the 80% of the computer market.
If ARM ever gets a stable environment that x86 has enjoyed, desktops will take another drop in sales.