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Merge branch 'feat/controlnet-control-modes' of https://github.com/invoke-ai/InvokeAI into feat/controlnet-control-modes

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user1 2023-06-13 21:21:13 -07:00
commit a8e0490133
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invokeai/backend/stable_diffusion/diffusers_pipeline.py
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@ -730,6 +730,14 @@ class StableDiffusionGeneratorPipeline(StableDiffusionPipeline):
]
mid_block_res_sample += mid_sample
# guess mode handling from diffusers controlnet pipeline:
# if guess_mode and do_classifier_free_guidance:
# # Inferred ControlNet only for the conditional batch.
# # To apply the output of ControlNet to both the unconditional and conditional batches,
# # add 0 to the unconditional batch to keep it unchanged.
# down_block_res_samples = [torch.cat([torch.zeros_like(d), d]) for d in down_block_res_samples]
# mid_block_res_sample = torch.cat([torch.zeros_like(mid_block_res_sample), mid_block_res_sample])
# predict the noise residual
noise_pred = self.invokeai_diffuser.do_diffusion_step(
x=unet_latent_input,