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Image Preview #416

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ring-c
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@ring-c ring-c commented Sep 20, 2024

For big batches, if something went wrong - we are losing all generated images. I want to get images as they a sampled. This way I can save content to disk and/or show preview as it get done.

Its also a step to #354, we can just call a sd_result_cb with additional parameters. This will take time to modify each sample method in sample_k_diffusion() so i do plan to make it as separate PR (if i can get it working).

What do you think about this changes? This PR is not breaking, just replacing functionality if callback is set.

@ring-c ring-c marked this pull request as ready for review September 20, 2024 15:17
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ring-c commented Sep 28, 2024

Well, i added a callback for a sampling steps.
Its inefficient, with steps callback:
txt2img completed in 64.58s
Without:
txt2img completed in 18.03s
(Euler A, 32 steps)

Can look something like this:
Screenshot_20240928_112203

@ring-c ring-c marked this pull request as draft September 28, 2024 06:18
@amblamps
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Well, i added a callback for a sampling steps. Its inefficient, with steps callback: txt2img completed in 64.58s Without: txt2img completed in 18.03s (Euler A, 32 steps)

Can look something like this: Screenshot_20240928_112203

Does the 64.58s include saving the images to disk?

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ring-c commented Sep 28, 2024

@amblamps images are saved in this time, but impact is minimal. I will try to test different approaches to minimize times, but most of the time is decode_first_stage call.

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ring-c commented Sep 28, 2024

After testing I can confirm that with right callback function, with will not stop execution - everything else is 0 second, except decode_first_stage. It gives 0.8s to 1.0s compute time on my setup, most of the time its 0.82s to 0.86s. This is per decode, mean per step.

@ring-c ring-c marked this pull request as ready for review September 28, 2024 12:51
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2 participants