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Building/Running a heavy cuda accelerated app that taxes cpu/gpu very much over long periods of time it helps keeping temperature in check and the clocks stable. It is not strictly required but makes the while system very quiet and stable. If you are e.g training deep learning networks it can be almost mandatory if you stack more than 2 high-end GPUs into your case.



Why not doing this on the cloud?



From your link

If you rent a server (real or virtual), whose software load you have control over, that's not SaaSS. In SaaSS, someone else decides what software runs on the server and therefore controls the computing it does for you. In the case where you install the software on the server, you control what computing it does for you. Thus, the rented server is virtually your computer. For this issue, it counts as yours


Why complicate your dev setup when you could get a powerful desktop (which is also useful for other things)?




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