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[Examples] Fix type-casting issue in the ControlNet training script #2994

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Merged
merged 5 commits into from
Apr 12, 2023
Merged

[Examples] Fix type-casting issue in the ControlNet training script #2994

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f91f6bd
fix: norm group test for UNet3D.
sayakpaul Apr 4, 2023
565566f
Merge branch 'main' of https://github.com/huggingface/diffusers
sayakpaul Apr 4, 2023
bf837f5
Merge branch 'main' of https://github.com/huggingface/diffusers
sayakpaul Apr 5, 2023
aa0afd4
Merge branch 'main' of https://github.com/huggingface/diffusers
sayakpaul Apr 6, 2023
64bd320
fix: type-casting issue in controlnet training.
sayakpaul Apr 6, 2023
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6 changes: 4 additions & 2 deletions examples/controlnet/train_controlnet.py
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Expand Up @@ -972,8 +972,10 @@ def load_model_hook(models, input_dir):
noisy_latents,
timesteps,
encoder_hidden_states=encoder_hidden_states,
down_block_additional_residuals=down_block_res_samples,
mid_block_additional_residual=mid_block_res_sample,
down_block_additional_residuals=[
sample.to(dtype=weight_dtype) for sample in down_block_res_samples
],
mid_block_additional_residual=mid_block_res_sample.to(dtype=weight_dtype),
).sample

# Get the target for loss depending on the prediction type
Expand Down