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Questions to ask:
* Approx. dataset/batch size
* Network card?
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* [https://www.tooploox.com/blog/deep-learning-with-gpu Another box]
==Double GPU Build==
===Motherboard===
*Should have enough PCIe slots
*Motherboards: MSI - Z170A GAMING M7 ATX LGA1151 Motherboard [https://www.newegg.com/Product/Product.aspx?Item=9SIA85V4SC7911&nm_mc=AFC-C8Junction&cm_mmc=AFC-C8Junction-PCPartPicker,%20LLC-_-na-_-na-_-na&cm_sp=&AID=10446076&PID=3938566&SID=], LGA 1151, 3x PCIe 3.0 x 16, 4 x PCIe 3.0 x 1, 6 x SATA 6GB/s
===CPU/Fan===
*SSD: Samsung - 850 EVO-Series 500GB 2.5" Solid State Drive [https://www.newegg.com/Product/Product.aspx?Item=N82E16820147373&ignorebbr=1&nm_mc=AFC-C8Junction&cm_mmc=AFC-C8Junction-PCPartPicker,%20LLC-_-na-_-na-_-na&cm_sp=&AID=10446076&PID=3938566&SID=]
*HDD: Seagate - Barracuda 3TB 3.5" 7200RPM Internal Hard Drive [https://www.newegg.com/Product/Product.aspx?Item=9SIADG25GT7889&nm_mc=AFC-C8Junction&cm_mmc=AFC-C8Junction-PCPartPicker,%20LLC-_-na-_-na-_-na&cm_sp=&AID=10446076&PID=3938566&SID=]
===Other things to consider===
* Network card?
* Water cooling? [http://timdettmers.com/2015/03/09/deep-learning-hardware-guide/ this] has a good section on cooling
* Is case actually big enough?
* PCIe slots work with GPUs?
