hbb1/2d-gaussian-splatting

The number of points keeps growing in the RefReal dataset

yillis opened this issue · 2 comments

Hello, I use 2dgs to train the gardenspheres scene under the ref_real data set of RefNerf. The Gaussian points will continue to grow. When I train about 15,000 times, they will grow to more than 10 million, causing the memory to explode. Can you tell me the possible causes of this problem?
I train with --lambda_dist 100 --depth_ratio 0. On 4090.

hbb1 commented

Hi, I am not sure about what happens. You may try to adjust densitify_grad_thres, lambda_dist or lambda_normal to see if it works normally.

Thank you, I increate the densitify_grad_thres value, work now