nodes/brianfitzgerald-style_aligned_comfy
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

batch pooled condition and reference controlnet when available

Browse Source
This commit is contained in:
jason
2024-01-09 00:12:52 -06:00
parent b0355d5ddf
commit 0b3e70e23c
1 changed files with 15 additions and 2 deletions
Download Patch File Download Diff File Expand all files Collapse all files
__init__.py
+15 -2
View File
@@ -283,8 +283,21 @@ class StyleAlignedReferenceSampler:
# Add reference conditioning to batch
batched_condition = []
for i,condition in enumerate(positive):
bath_with_reference = torch.cat([ref_positive[i][0], condition[0].repeat([batch_size] + [1] * len(condition[0].shape[1:]))], dim=0)
batched_condition.append([bath_with_reference, condition[1]])
additional = condition[1].copy()
batch_with_reference = torch.cat([ref_positive[i][0], condition[0].repeat([batch_size] + [1] * len(condition[0].shape[1:]))], dim=0)
if 'pooled_output' in additional and 'pooled_output' in ref_positive[i][1]:
# combine pooled output
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
batched_condition.append([batch_with_reference, additional])
disable_pbar = not comfy.utils.PROGRESS_BAR_ENABLED
samples = comfy.sample.sample_custom(