Budget (including currency): About 3000-4000$
Country: France
Games, programs or workloads that it will be used for: The purpose for this setup is to do Machine Learning research!
Hello there, My brother and I are planning to build a machine learning setup to do research and compete in AI competitions, but we need your help to choose the components.
We will be handling a lot of data so we would like this setup to have at least 256gb of ram (if we can expanded later, better), but the main issue are the cpu and motherboard.
CPU: I personally was looking for the tops CPUs I know (Ryzen 3900X and i9 10900k) but they are limited to 128gb so I guess we will have to go for a server cpu, but the decision here is simple, we want as many cores as possible, so we can do multiple tasks at the same time.
Motherboard: I do not really have much knowledge in order to choose the right one. but we want to be able to have as mentioned 256gb of ram (or more), slots for m.2 ssds, usb types dont really matter, I think usb 3.0 its ok, for the network card adapter, I dont think we will need a high speed network card like linus uses in their videos haha.
Graphics Card: I think the right choice would be a rtx2080 super or rtx2080Ti.
Question: As far as I know, I think we can use a m.2 ssd to help our ram problem right?.
For the other parts of the setup like power supply, Case, etc. we will like your recommendations and also thoughts on how we can manage to build this setup!
Thank you!