
sgplusplus
- 7 years 2 months ago
== Overview:
I saw a post by Slav that the nvidia-gtx-1080i is the best (in terms of overall walltime in training). I want a similar setup, but want to get two nvidia-gtx-1080i gpus with the 40PCIe lanes and need everything else that just "works" with this setup. (Motherboard, cpu, coolers, case, etc).
Budget: 3500 USD (California, USA) (flexible by a $100-$200).
Purpose: Deep learning experiments and general desktop usage - not gaming.
== Peripherals:
- GPU: 2 nvidia GTX 1080-ti (are there better gpus btw in terms of overall walltime for training? - need to train multiple models in parallel)
- RAM: 32 GB (want to extend to 64GB later)
- SSD: at least 480GB.
- Network: Wired and Wireless
- Drives: DVD R/W, USB
- Sound card: For external speakers
- CPU: (Intel Xeon?) - Something with 40PCIe lanes as described in the article to make sure I fully use the GPUs.
- Cooler: Need a water cooler since it gets hot here.
- Case, Case fan, Power supply: What are decent compatible pieces?
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OS: planning to get latest Ubuntu (free)
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Q1: What are the best parts/pieces to get the above goals under the budget?
- Q2: How easy is it to mess up the installation? I've not done any installation before, so are there any "go-to" manuals for beginners to look at before starting this?
Thanks for your time!!
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