Recommended CPU memory size

ziyc / drivestudio

A 3DGS framework for omni urban scene reconstruction and simulation.

https://ziyc.github.io/omnire/

MIT License

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Recommended CPU memory size #48

Open wzy-99 opened 1 month ago

wzy-99 commented 1 month ago

Hi, @ziyc

Thanks for your great work.

I have some trouble in training. My CPU memory is insufficient to run it. Could you please advise on the recommended CPU memory size?

ziyc commented 4 weeks ago

Hi, @wzy-99, thank you for your question!

We haven't made specific estimates for CPU memory requirements. Could you please provide more details about the trouble you're encountering? The memory issues typically only arise when training with very long sequences.

RuixiangXue commented 1 week ago

Hi @ziyc. I found that when I implement the evaluation, i.e., eval.py, every time an image is rendered, the CPU memory usage will continue to increase. Is there a way to clear the memory every time the rendering is completed?