Training performance issues

[RyanWu31]

Hi
I am using you code to train a LED, my train data only include one image, while the test data is the same image, I am wondering the effect of the diffusion process.
However, I can't get a clear image after train, with you default parameters.
the diffusion result as follow, Is there anything wrong with my process?