fix inference in custom diffusion

[caopulan]

fix inference in custom diffusion
inference codes should be in the loop of dataloader

[pcuenca]

cc @nupurkmr9, feel free to review if you'd like! :)

[sayakpaul]

@caopulan could you run make style && make quality so that the quality passes?

[caopulan]

@caopulan could you run make style && make quality so that the quality passes?

I will later check the quality passes.

[caopulan]

@caopulan could you run make style && make quality so that the quality passes?

I run these commands, which rewrite train_custom_diffusion.py.

And there is a nother error src/diffusers/pipelines/stable_diffusion/convert_from_ckpt.py:327:41: E721 Do not compare types, use isinstance()` but I don't change this file.

[sayakpaul]

That seems to be because you probably have a different version of black installed than what we use in our CI. You can find these file to know the version we use:

diffusers/setup.py

Line 95 in 0513a8c

"black~=23.1",

[caopulan]

That seems to be because you probably have a different version of black installed than what we use in our CI. You can find these file to know the version we use:

diffusers/setup.py

Line 95 in 0513a8c

"black~=23.1",

I use pip install black==23.1 and error still occurs.

Successfully uninstalled black-23.9.1
Successfully installed black-23.1.0
WARNING: You are using pip version 21.3.1; however, version 23.2.1 is available.
You should consider upgrading via the '/Users/sariel/opt/anaconda3/bin/python -m pip install --upgrade pip' command.
(base) sariel@MacBook-Pro-3 diffusers % make style
black examples scripts src tests utils
All done! ✨ 🍰 ✨
664 files left unchanged.
ruff examples scripts src tests utils --fix
src/diffusers/pipelines/stable_diffusion/convert_from_ckpt.py:327:41: E721 Do not compare types, use `isinstance()`
Found 1 error.
make: *** [style] Error 1
(base) sariel@MacBook-Pro-3 diffusers % make quality
black --check examples scripts src tests utils
All done! ✨ 🍰 ✨
664 files would be left unchanged.
ruff examples scripts src tests utils
src/diffusers/pipelines/stable_diffusion/convert_from_ckpt.py:327:41: E721 Do not compare types, use `isinstance()`
Found 1 error.
make: *** [quality] Error 1

Could I do anything then? If this error can be ignored, does this pr can be merged in main?

[sayakpaul]

The error can not be ignored. I will see if I can do anything.

[caopulan]

The error can not be ignored. I will see if I can do anything.

Thanks a lot!

[HuggingFaceDocBuilderDev]

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