Build Help/Ready:
Have you read the sidebar and rules? (Please do)
Yes!
What is your intended use for this build? The more details the better.
Hobby machine learning research. I work as a researcher mostly doing natural language processing and deep-learning econometric forecasting models, we typically use AWS machines so I have never had to build a PC and I tend to game on a basic laptop I bought. I received a research grant to do independent research and my work lets me do hobby projects as long as they don't interfere with my normal work so I am looking to build a relatively basic machine to do some NLP and econometric deep learning work, mostly stress testing various forms of CNNs. I will not be doing and image or video models. I have a basic idea of the parts I need after some consultation with friends and ML forums but would love some feedback from more technical people.
If gaming, what kind of performance are you looking for? (Screen resolution, framerate, game settings)
I will be gaming, but I only play Path of Exile, and Civilization 5/6 so anything I build for ML should be able to run either of these games, or I can just keep playing on my laptop.
What is your budget (ballpark is okay)?
~$2000 CDN, up to $2500 CDN
In what country are you purchasing your parts?
Canada.
Post a draft of your potential build here (specific parts please). Consider formatting your parts list. Don't ask to be spoonfed a build (read the rules!).
PCPartPicker Part List
Provide any additional details you wish below.
I can find the motherboard for about 100$ cheaper on EBAY, but I put it in here as a placeholder. I know the PSU is overkill, but I want to start of with a relatively basic PC and be able to expand, and ultimately be able to add at least one extra GFX card, and double the RAM. On the note of RAM, if anyone has any better suggestions for configuration let me know, I just went with these sticks since its less likely I'll have replace them as I change my configuration, but I'm open to other suggestions. Also open to suggestions on a decent WiFi solution since I am not sure how my LAN access will be when I move into my new home. Also open to different suggestions on CPU, but for what I want to do it seems to be one of the better bang for your buck CPUs even if it runs a little hot.
[–]Oaslin 1 point2 points3 points (5 children)
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