The $1700 great Deep Learning box: Assembly, setup and benchmarks by Slav Ivanov.
Ivanov’s motivation for local deep learning hardware came from monthly AWS bills.
You may suffer from those or be training on data sets you’d rather not share with the NSA.
For whatever reason, follow these detailed descriptions to build your own deep learning box.
Caution: If more than a month or more has lapsed from this post and your starting to build a system, check all the update links. Hardware and prices change rapidly.