monosdf icon indicating copy to clipboard operation
monosdf copied to clipboard

Does not use distributed training

Open wujinhu1999 opened this issue 2 years ago • 2 comments

Hello author, I would like to ask if I do not use distributed training and only use one GPU for training, will it affect the results?

wujinhu1999 avatar Aug 30 '23 02:08 wujinhu1999

Hi, we use a single gpu for training for all the experiments in the paper except the tanks and temples dataset with high resolution cues (C.3 in the paper). But in general I think using large batch size (more gpus) will give you better results. In simple scene like dtu or replica, the difference will not be significant.

niujinshuchong avatar Aug 30 '23 13:08 niujinshuchong

Thank you for your reply!

wujinhu1999 avatar Aug 30 '23 13:08 wujinhu1999