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feat(nodes): add scheduler invocation

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psychedelicious 2023-08-30 22:35:47 +10:00
parent 216dff143e
commit 24d44ca559
1 changed files with 20 additions and 0 deletions
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20
invokeai/app/invocations/latent.py
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@ -49,12 +49,15 @@ from ...backend.util.devices import choose_precision, choose_torch_device
from ..models.image import ImageCategory, ResourceOrigin from ..models.image import ImageCategory, ResourceOrigin
from .baseinvocation import ( from .baseinvocation import (
BaseInvocation, BaseInvocation,
BaseInvocationOutput,
FieldDescriptions, FieldDescriptions,
Input, Input,
InputField, InputField,
InvocationContext, InvocationContext,
OutputField,
UIType, UIType,
invocation, invocation,
invocation_output,
) )
from .compel import ConditioningField from .compel import ConditioningField
from .controlnet_image_processors import ControlField from .controlnet_image_processors import ControlField
@ -66,6 +69,23 @@ DEFAULT_PRECISION = choose_precision(choose_torch_device())
SAMPLER_NAME_VALUES = Literal[tuple(list(SCHEDULER_MAP.keys()))] SAMPLER_NAME_VALUES = Literal[tuple(list(SCHEDULER_MAP.keys()))]
@invocation_output("scheduler_output")
class SchedulerOutput(BaseInvocationOutput):
scheduler: SAMPLER_NAME_VALUES = OutputField(description=FieldDescriptions.scheduler, ui_type=UIType.Scheduler)
@invocation("scheduler", title="Scheduler", tags=["scheduler"], category="latents")
class SchedulerInvocation(BaseInvocation):
"""Selects a scheduler."""
scheduler: SAMPLER_NAME_VALUES = InputField(
default="euler", description=FieldDescriptions.scheduler, ui_type=UIType.Scheduler
)
def invoke(self, context: InvocationContext) -> SchedulerOutput:
return SchedulerOutput(scheduler=self.scheduler)
@invocation("create_denoise_mask", title="Create Denoise Mask", tags=["mask", "denoise"], category="latents") @invocation("create_denoise_mask", title="Create Denoise Mask", tags=["mask", "denoise"], category="latents")
class CreateDenoiseMaskInvocation(BaseInvocation): class CreateDenoiseMaskInvocation(BaseInvocation):
"""Creates mask for denoising model run.""" """Creates mask for denoising model run."""