Cuda out of memory error

MisEty / RTG-SLAM

RTG-SLAM: Real-time 3D Reconstruction at Scale Using Gaussian Splatting (ACM SIGGRAPH 2024)

https://gapszju.github.io/RTG-SLAM/

GNU General Public License v3.0

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Cuda out of memory error #12

Closed Masrur02 closed 3 months ago

Masrur02 commented 3 months ago

In RTX 2060 GPU that has a 6 GB memory, the code can not be run due to memory issues. Is there any way to reduce the memory consumption while running the code?

TIA

Masrur02 commented 3 months ago

I see reducing the image size might help, but it is still insufficient for RTX 2060. is there any other option to reduce the computation overload?

TIA

MisEty commented 3 months ago

You can try to decrease the sample number of Gaussians adding, or increase the frame step of dataset loading. Anyway, reducing the Gaussian number and reducing the rendering image size should reduce the overload.