nodes/brianfitzgerald-style_aligned_comfy
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add zeros for controlnet if present only in main conditioning

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jason
2024-01-09 20:19:12 -06:00
parent 0b3e70e23c
commit ad575dcf87
1 changed files with 15 additions and 7 deletions
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__init__.py
+15 -7
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@@ -290,13 +290,21 @@ class StyleAlignedReferenceSampler:
pooled_output = torch.cat([ref_positive[i][1]['pooled_output'], additional['pooled_output'].repeat([batch_size]
+ [1] * len(additional['pooled_output'].shape[1:]))], dim=0)
additional['pooled_output'] = pooled_output
if 'control' in additional and 'control' in ref_positive[i][1]:
# combine control conditioning
control_hint = torch.cat([ref_positive[i][1]['control'].cond_hint_original, additional['control'].cond_hint_original.repeat([batch_size]
+ [1] * len(additional['control'].cond_hint_original.shape[1:]))], dim=0)
cloned_controlnet = additional['control'].copy()
cloned_controlnet.set_cond_hint(control_hint, strength=additional['control'].strength, timestep_percent_range=additional['control'].timestep_percent_range)
additional['control'] = cloned_controlnet
if 'control' in additional:
if 'control' in ref_positive[i][1]:
# combine control conditioning
control_hint = torch.cat([ref_positive[i][1]['control'].cond_hint_original, additional['control'].cond_hint_original.repeat([batch_size]
+ [1] * len(additional['control'].cond_hint_original.shape[1:]))], dim=0)
cloned_controlnet = additional['control'].copy()
cloned_controlnet.set_cond_hint(control_hint, strength=additional['control'].strength, timestep_percent_range=additional['control'].timestep_percent_range)
additional['control'] = cloned_controlnet
else:
# add zeros for first in batch
control_hint = torch.cat([torch.zeros_like(additional['control'].cond_hint_original), additional['control'].cond_hint_original.repeat([batch_size]
+ [1] * len(additional['control'].cond_hint_original.shape[1:]))], dim=0)
cloned_controlnet = additional['control'].copy()
cloned_controlnet.set_cond_hint(control_hint, strength=additional['control'].strength, timestep_percent_range=additional['control'].timestep_percent_range)
additional['control'] = cloned_controlnet
batched_condition.append([batch_with_reference, additional])
disable_pbar = not comfy.utils.PROGRESS_BAR_ENABLED