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I also have encountered this, and after I train more epoches, the whole image goes into totally black.

I have solved my own problem. In my case, the change in the color is caused by under-fitting. And the black proble is caused by a wrong cell value. Hope...

I just trained more epoches and the problem was solved. (I was just verifying my code, so I just trained 5 epoches at first)