What's the meaning of the last three images in the generated results?

[lilycai2000]

After running the generation code, the result looks like: What does the last three images mean and what's the difference? Thanks so much!

[thebestYezhang]

if means results with different random noise.

[lilycai2000]

if means results with different random noise.

Are they the inferences from different training stages?

[thebestYezhang]

Nope. You can check it in the source code inpaint_trainer.py

---- Replied Message ---- | From | @.> | | Date | 07/13/2023 05:05 | | To | @.> | | Cc | @.>@.> | | Subject | Re: [UCSB-NLP-Chang/DiffSTE] What's the meaning of the last three images in the generated results? (Issue #11) |

if means results with different random noise.

Are they the inferences from different training stages?

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[Question406]

yes, the last three columns are images generated starting from three different noise by the same model.

[lilycai2000]

yes, the last three columns are images generated starting from three different noise by the same model.

Thanks! Do you mean it did the inference three times separately?

[Question406]

kind of, these images are generated in a batch with different initial noise. it's the same as running inference to generate one image three times but faster than it

[lilycai2000]

thank you!