Seems your average semiconductor foundry needs around 100MW[1] to 200MW[2] of electrical power to operate. The main consumption is down to refrigeration chillers[3].
Average US house uses about 12600kWh per year[4], or 1.44kW average across a year. So that means one foundry takes about what 70k to 140k houses would take.