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Fix avoid storing extra conditioning info in two places.

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This commit is contained in:
Ryan Dick 2024-02-13 17:50:20 -05:00
parent 8fb297e5f6
commit 4a1acd4db9
3 changed files with 3 additions and 9 deletions
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2
invokeai/app/invocations/latent.py
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@ -360,7 +360,6 @@ class DenoiseLatentsInvocation(BaseInvocation):
) -> ConditioningData:
positive_cond_data = context.conditioning.load(self.positive_conditioning.conditioning_name)
c = positive_cond_data.conditionings[0].to(device=unet.device, dtype=unet.dtype)
extra_conditioning_info = c.extra_conditioning
negative_cond_data = context.conditioning.load(self.negative_conditioning.conditioning_name)
uc = negative_cond_data.conditionings[0].to(device=unet.device, dtype=unet.dtype)
@ -370,7 +369,6 @@ class DenoiseLatentsInvocation(BaseInvocation):
text_embeddings=c,
guidance_scale=self.cfg_scale,
guidance_rescale_multiplier=self.cfg_rescale_multiplier,
extra=extra_conditioning_info,
postprocessing_settings=PostprocessingSettings(
threshold=0.0, # threshold,
warmup=0.2, # warmup,

5
invokeai/backend/stable_diffusion/diffusers_pipeline.py
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@ -427,10 +427,11 @@ class StableDiffusionGeneratorPipeline(StableDiffusionPipeline):
return latents, attention_map_saver
ip_adapter_unet_patcher = None
if conditioning_data.extra is not None and conditioning_data.extra.wants_cross_attention_control:
extra_conditioning_info = conditioning_data.text_embeddings.extra_conditioning
if extra_conditioning_info is not None and extra_conditioning_info.wants_cross_attention_control:
attn_ctx = self.invokeai_diffuser.custom_attention_context(
self.invokeai_diffuser.model,
extra_conditioning_info=conditioning_data.extra,
extra_conditioning_info=extra_conditioning_info,
step_count=len(self.scheduler.timesteps),
)
self.use_ip_adapter = False

5
invokeai/backend/stable_diffusion/diffusion/conditioning_data.py
View File

@ -21,11 +21,7 @@ class ExtraConditioningInfo:
@dataclass
class BasicConditioningInfo:
embeds: torch.Tensor
# TODO(ryand): Right now we awkwardly copy the extra conditioning info from here up to `ConditioningData`. This
# should only be stored in one place.
extra_conditioning: Optional[ExtraConditioningInfo]
# weight: float
# mode: ConditioningAlgo
def to(self, device, dtype=None):
self.embeds = self.embeds.to(device=device, dtype=dtype)
@ -83,7 +79,6 @@ class ConditioningData:
ref [Common Diffusion Noise Schedules and Sample Steps are Flawed](https://arxiv.org/pdf/2305.08891.pdf)
"""
guidance_rescale_multiplier: float = 0
extra: Optional[ExtraConditioningInfo] = None
scheduler_args: dict[str, Any] = field(default_factory=dict)
"""
Additional arguments to pass to invokeai_diffuser.do_latent_postprocessing().