stable-dreamfusion icon indicating copy to clipboard operation
stable-dreamfusion copied to clipboard

what happens before epoch 10

Open flobotics opened this issue 2 years ago • 2 comments

Description

When i run the same text-prompt with different settings , the train/loss value before epoch 10 has nearly no big ups/downs , then they start to go up and down. Why is that so ?

Why is the loss increasing while getting better results ? shouldn´t the loss tend to zero ?

tensorboard2

Steps to Reproduce

run the same text-prompt with different settings

Expected Behavior

the train/loss value should directly at start go more up and down, like they do after epoch 10

Environment

win 11

flobotics avatar Feb 17 '23 01:02 flobotics

Hi, SDS doesn't have an explicit loss value, so the training loss here is just the regularization loss (majorly orientation loss), which only starts to change after 10 epochs (i.e., after the albedo-only training stage, you could change this through --albedo_iters).

ashawkey avatar Feb 17 '23 02:02 ashawkey

so loss is changing like this, the train is effective?

xiyufeng2 avatar Jun 06 '23 08:06 xiyufeng2