It has been a trend in compute to get bigger and bigger not only in the pursuit of higher performance, but a diminishing return for more work.
Compute GPUs are going to reach 2KW in the not-so distant future. Yes, a single "GPU" will use more power than a 110V North American power socket is capable of delivering.
After Turin/Granite Rapids, server CPUs are going 600-700W. 1KW is maybe a generation or two from that.