Question Seeking Advice: Best Desktop Components for Running Deep Learning Algorithms?

May 8, 2024
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I just graduated and left my college lab gear behind. Now, I'm on the hunt for a new desktop rig, specifically tailored for running Deep Learning Algorithms. I was eyeing the AMD RX7700xt paired with an Intel i7-14700KF. But it seems TensorFlow, my go-to ML library, doesn't play nice with AMD GPUs right now. Can anyone suggest a better combo?

Also, any advice on the ideal motherboard to go with this setup would be greatly appreciated.
 
If its GPU performance you are after, something like this:

PCPartPicker Part List

CPU: Intel Core i5-12600KF 3.7 GHz 10-Core Processor ($150.00 @ Newegg)
CPU Cooler: Thermalright Peerless Assassin 66.17 CFM CPU Cooler ($32.90 @ Amazon)
Motherboard: ASRock Z690 Extreme ATX LGA1700 Motherboard ($129.99 @ Amazon)
Memory: Silicon Power GAMING 32 GB (2 x 16 GB) DDR4-3200 CL16 Memory ($51.49 @ Newegg Sellers)
Storage: TEAMGROUP MP44 2 TB M.2-2280 PCIe 4.0 X4 NVME Solid State Drive ($123.99 @ Amazon)
Video Card: Gigabyte WINDFORCE OC GeForce RTX 4070 SUPER 12 GB Video Card ($599.99 @ Best Buy)
Case: Phanteks XT PRO ULTRA ATX Mid Tower Case ($69.99 @ Newegg)
Power Supply: SeaSonic FOCUS GX-750 ATX 3.0 750 W 80+ Gold Certified Fully Modular ATX Power Supply ($89.99 @ Amazon)
Total: $1248.34
Prices include shipping, taxes, and discounts when available
Generated by PCPartPicker 2024-05-09 02:03 EDT-0400