L2 training does not produce clear image

I created a a sub-sample of sprites and its contexts from the data that is provided. Running the training followed by viewing epoch 31 the gif animation does not resolve into an image. I only get panels of noises.

The only thing I changed were the new sources of image and context.

How can I debug this code (I had assumed this was working code)?