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How come when I sample a 64x64 unconditional model off the shelf, I get only noise?

See original GitHub issue
image

python scripts/image_sample.py --model_path /path/to/model.pt $MODEL_FLAGS $DIFFUSION_FLAGS

How come when I run this combination the sampled images are just static noises? I get that the model is unconditional, is that why? Or am I doing something wrong

Issue Analytics

  • State:open
  • Created 2 years ago
  • Comments:15

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2reactions
lulubbbcommented, Sep 22, 2022

Hitting the same issue, and I do not know why. diffusion is really confusion

2reactions
hym97commented, Jul 23, 2022

I encountered the same problem when training on a custom dataset (cats). To be specific, the model only produces static noise on 4000 steps. However, after another 4000 steps, it can actually produce blurred cats. So I believe more training steps may work.

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