Hardware

Pro GPU System vs Consumer GPU System for Deep Learning

Why you might consider going pro

Mike Clayton
21 min readApr 19, 2023

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a professional workstation with the side cover open showing the internal components and graphics cards
The professional workstation that will be utilised in this article. Image via Exxact Corporation under license to Michael Clayton

Having a GPU (or graphics card) in your system is almost essential when it comes to training neural networks, especially deep neural networks. The difference in training speed of a fairly modest GPU is a night and day difference when compared to a CPU.

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