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Hardwares #26

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mozturan opened this issue Jul 4, 2023 · 1 comment
Open

Hardwares #26

mozturan opened this issue Jul 4, 2023 · 1 comment

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@mozturan
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mozturan commented Jul 4, 2023

What was the hardwares you run this project on? I'm trying to build a pc for systems like this, thank you.

@Luca96
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Luca96 commented Jul 12, 2023

Hi, I trained and run the agent on a workstation with 18C/36T CPU, 128 GB of RAM, and an RTX 6000 with 24GB VRAM.

I think that a CPU with 8C/16T and 64GB RAM should be enough, but in my case (and even in general) the bottleneck is usually the GPU VRAM. So, if you plan to train/inference on GPU invest money on that: consider a Nvidia A6000 with 48GB for example, or a dual-GPU setup with two RTX 4090 (so that one runs the simulator and the other the agent, or even a distributed version of the model.)

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