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weify627 / 4D-Rotor-Gaussians

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Hardware requirements for running this model(N3V dataset) #13

Closed jerry-ryu closed 3 weeks ago

jerry-ryu commented 3 weeks ago

I am planning to train a model using the N3V dataset. Currently, I am working with a computer that has an RTX 3090 (24GB), an i9-14th Gen CPU, and 64GB of RAM. However, I am encountering issues with insufficient RAM, which is preventing the model from running effectively.

If anyone here has experience training with the N3V dataset, I would be grateful if you could share the specifications of your system. Your advice would be incredibly helpful.

Thank you very much in advance!

Alternatively, I would also appreciate any advice on how to reduce the resolution of training images. It seems that the --pipeline.model.num-downscales option is not working effectively for this purpose.

jerry-ryu commented 3 weeks ago

image Learning requires 106GB of memory and 3900MB of Vram.

I hope this information will help others who want to learn.