How many epochs the ControlNet have?

[KhawlahB]

How many epochs the ControlNet have?

[geroldmeisinger]

see https://openaccess.thecvf.com/content/ICCV2023/html/Zhang_Adding_Conditional_Control_to_Text-to-Image_Diffusion_Models_ICCV_2023_paper.html -> [supp] . i didn't find any infos on epochs for the official controlnet though. but as it is rather simple to generate the control images from many many samples, I believe the epoch number is very low, probably <20. for comparison you can find a wandb report for the first sdxl controlnet models from SargeZT at https://wandb.ai/patrick-e-shanahan/sd_xl_train_controlnet which used 6 epochs. I trained all my CNs on 1 epoch.

[sayeh1994]

I think based on official pytorch lightning documentation and this issue on their github Lightning-AI/pytorch-lightning#1627 , the default number of the epoch is 1000 unless specified by "max_epochs ". However, I haven't trained it yet.

[coderpracticer]

Hi,i have a question about epoch and step. I train on my own dataset,get the model named epoch=154-step=20770.ckpt.is it has too many epoch?
when 'sudden converge' happens, 3K to 7K is for step not for epoch?

[geroldmeisinger]

see here #318 (comment)