[WIP] Check UNet shapes in StableDiffusionInpaintPipeline __init__ #2853
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
….config.in_channels other than 9.
|
The documentation is not available anymore as the PR was closed or merged. |
sayakpaul
approved these changes
Mar 28, 2023
Member
sayakpaul
left a comment
sayakpaul
left a comment
There was a problem hiding this comment.
Well done!
@patrickvonplaten I don't think we need add a test for this?
Contributor
|
This looks great, nice warning message @dg845 |
w4ffl35
pushed a commit
to w4ffl35/diffusers
that referenced
this pull request
Apr 14, 2023
…uggingface#2853) Add warning in __init__ if user loads a checkpoint with pipeline.unet.config.in_channels other than 9.
yoonseokjin
pushed a commit
to yoonseokjin/diffusers
that referenced
this pull request
Dec 25, 2023
…uggingface#2853) Add warning in __init__ if user loads a checkpoint with pipeline.unet.config.in_channels other than 9.
AmericanPresidentJimmyCarter
pushed a commit
to AmericanPresidentJimmyCarter/diffusers
that referenced
this pull request
Apr 26, 2024
…uggingface#2853) Add warning in __init__ if user loads a checkpoint with pipeline.unet.config.in_channels other than 9.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
4 participants
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This PR adds a warning in
StableDiffusionInpaintPipeline's__init__method if the user initializes the pipeline with a UNet withunet.config.in_channelsother than 9. This follows up on #2799 .This is because a Stable Diffusion inpainting model typically has 9 input channels: 4 for the latent (encoded) base image (
num_channels_latents), 1 for the inpainting mask (num_channels_mask), and 4 for the latent masked image (num_channels_masked_image). However, a valid SD inpainting model could have a different number of input channels, which is why we raise a warning instead of an exception; the precise condition that must be satisfied is thatnum_channels_latents + num_channels_mask + num_channels_masked_image == self.unet.config.in_channels, which is checked in the__call__method. See #2799 for more details.