Specs:

• Intel - Core i7-6850K 3.6GHz 6-Core Processor
• Asus - X99-E ATX LGA2011-3 Motherboard
• Corsair - Vengeance LPX 32GB (2 x 16GB) DDR4-2400 Memory
• Samsung - 850 Pro Series 512GB 2.5” Solid State Drive
• NVIDIA GeForce GTX 1080 Ti Founders Edition
• Corsair - Air 540 ATX Mid Tower Case
• Seasonic X-1250 1250W 80+ Gold Fully Modular Power Supply

The following blog posts were very useful and I recommend you read them all if you’re building your own rig.

Which GPU(s) to Get for Deep Learning: My Experience and Advice for Using GPUs in Deep Learning The $1700 great Deep Learning box: Assembly, setup and benchmarks Building your own deep learning box