1070 GTX TDP is around 150W, you could make due with a high quality 400W PSU, or lesser quality (but still not junk) the higher the wattage rating is, but it never hurts to have reserve capacity and ~550W is often about what you'll find as a good value.
I'd look around for sales and/or rebates to get the best bang for the budget.