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autonomousvision / monosdf

[NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction
MIT License
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Is there any way we can reduce GPU memory on MonoSDF? #61

Closed PoopBear1 closed 1 year ago

PoopBear1 commented 1 year ago

Hello there. Thank you for this impressive work!

Since I only get an 8G Vram GPU(RTX 3070), can I run MonoSDF on my GPU?

I checked on the default setting; it seems batch_size is 1, and I cannot reduce it anymore.

May I have some suggestions from you?

Appreciated.

niujinshuchong commented 1 year ago

Hi, you could change the num_pixels to some small value, for example here https://github.com/autonomousvision/monosdf/blob/main/code/confs/dtu_grids_3views.conf#L8. Or you could try to reduce the size of the network.