I mean, three years ago at work i had a 1000W power unit and even when i plugged a TitanX and tried to learn Deep learning i don't think I used more than 200w/h on average (it's still hot, couldn't put my feet near the CU).

On the plus side, i learned how to install and debug Cuda.