Hey all,
My last build was back in 2012, and at this point I'm due for a new system. I'm getting into the thick of a Ph.D. program right now where I'm doing a lot of systems bio modeling using deep learning algorithms, so I'm looking for something I can use to play around with similar algorithms on my own time (kaggle competitions etc) while also using this as an excuse to build a damn good gaming pc.
I'll go over my build below. Please let me know what you think, if anything I'm saying is wrong, if you'd suggest a different part, see a bottleneck etc... Thanks
Purchase Date: ASAP!
Budget Range: Up to $4,000
System Usage from Most to Least Important: GPU computing, followed closely by gaming.
Overclocking: Nope
SLI: Yep!
Resolution: 4K
Here's my pcpartspicker link to what I'm thinking of going with right now:
https://pcpartpicker.com/list/xThb6X
Of note:
i7 6850: It's important that I have all GPU's (2 of them) running at pci x16, and this means an X99 chipset with a cpu that has 40 pcie lanes. This CPU meets these specifications and offers a lot of value for what it is.
Noctua - NH-U14S: While this is a higher-than-usual wattage cpu by today's standards, I won't be OC'ing, and this is a pretty damn powerful cooler. I thought about closed loop liquid, seems to be a bit more pricy and there's more stuff that can break.
ASRock - X99 Taichi: Pretty nice board. I don't need a super-powerful gaming board, but I do need an X99 board with room for 2 big GPU's. This board has 2 M.2 slots, which is surprisingly hard to find on X99 boards. This board also comes with a high bandwidth sli bridge, also uncommon from what I've seen. Hoping it's reliable.
G.Skill - Trident Z 32GB (2 x 16GB) DDR4-3333 Memory: Ram. Fast, decent price.
Samsung - 960 EVO 500GB M.2-2280 Solid State Drive: Super-fast M.2 drive. I plan to install linux on this drive and use it for deep learning models. Data transfer rate is important, as I'm constantly shuffling data from SSD to RAM to GPU and back.
Intel - 600p Series 512GB M.2-2280 Solid State Drive: Will install windows on this and use it for gaming mostly - good value for money. I don't need super speed here, and this has good reviews.
Gigabyte - GeForce GTX 1080 Ti 11GB AORUS Video Card (2-Way SLI): 1080 ti's are awesome, and they have great vram + memory bandwidth, which is of upmost importance for me. These versions seem to have very good coolers, good factory overclocks, good prices, and I've had good experiences w/Gigabyte in the past.
My last build was back in 2012, and at this point I'm due for a new system. I'm getting into the thick of a Ph.D. program right now where I'm doing a lot of systems bio modeling using deep learning algorithms, so I'm looking for something I can use to play around with similar algorithms on my own time (kaggle competitions etc) while also using this as an excuse to build a damn good gaming pc.
I'll go over my build below. Please let me know what you think, if anything I'm saying is wrong, if you'd suggest a different part, see a bottleneck etc... Thanks
Purchase Date: ASAP!
Budget Range: Up to $4,000
System Usage from Most to Least Important: GPU computing, followed closely by gaming.
Overclocking: Nope
SLI: Yep!
Resolution: 4K
Here's my pcpartspicker link to what I'm thinking of going with right now:
https://pcpartpicker.com/list/xThb6X
Of note:
i7 6850: It's important that I have all GPU's (2 of them) running at pci x16, and this means an X99 chipset with a cpu that has 40 pcie lanes. This CPU meets these specifications and offers a lot of value for what it is.
Noctua - NH-U14S: While this is a higher-than-usual wattage cpu by today's standards, I won't be OC'ing, and this is a pretty damn powerful cooler. I thought about closed loop liquid, seems to be a bit more pricy and there's more stuff that can break.
ASRock - X99 Taichi: Pretty nice board. I don't need a super-powerful gaming board, but I do need an X99 board with room for 2 big GPU's. This board has 2 M.2 slots, which is surprisingly hard to find on X99 boards. This board also comes with a high bandwidth sli bridge, also uncommon from what I've seen. Hoping it's reliable.
G.Skill - Trident Z 32GB (2 x 16GB) DDR4-3333 Memory: Ram. Fast, decent price.
Samsung - 960 EVO 500GB M.2-2280 Solid State Drive: Super-fast M.2 drive. I plan to install linux on this drive and use it for deep learning models. Data transfer rate is important, as I'm constantly shuffling data from SSD to RAM to GPU and back.
Intel - 600p Series 512GB M.2-2280 Solid State Drive: Will install windows on this and use it for gaming mostly - good value for money. I don't need super speed here, and this has good reviews.
Gigabyte - GeForce GTX 1080 Ti 11GB AORUS Video Card (2-Way SLI): 1080 ti's are awesome, and they have great vram + memory bandwidth, which is of upmost importance for me. These versions seem to have very good coolers, good factory overclocks, good prices, and I've had good experiences w/Gigabyte in the past.