@@ -70,63 +97,23 @@ image-to-image generator. It provides a streamlined process with various new
features and options to aid the image generation process. It runs on Windows,
Mac and Linux machines, and runs on GPU cards with as little as 4 GB of RAM.
-**Quick links**: [
Discord Server ]
-[
Code and Downloads ] [
Bug Reports ] [
Discussion, Ideas &
-Q&A ]
-
-!!! note
+!!! Note
- This software is rapidly evolving. Please use the [Issues tab](https://github.com/invoke-ai/InvokeAI/issues) to report bugs and make feature requests. Be sure to use the provided templates. They will help aid diagnose issues faster.
+ This project is rapidly evolving. Please use the [Issues tab](https://github.com/invoke-ai/InvokeAI/issues) to report bugs and make feature requests. Be sure to use the provided templates as it will help aid response time.
-## :octicons-package-dependencies-24: Installation
+## :octicons-link-24: Quick Links
-This software is supported across Linux, Windows and Macintosh. Linux users can use
-either an Nvidia-based card (with CUDA support) or an AMD card (using the ROCm
-driver).
-
-### [Installation Getting Started Guide](installation)
-#### **[Automated Installer](installation/010_INSTALL_AUTOMATED.md)**
-✅ This is the recommended installation method for first-time users.
-#### [Manual Installation](installation/020_INSTALL_MANUAL.md)
-This method is recommended for experienced users and developers
-#### [Docker Installation](installation/040_INSTALL_DOCKER.md)
-This method is recommended for those familiar with running Docker containers
-#### [Installation Troubleshooting](installation/010_INSTALL_AUTOMATED.md#troubleshooting)
-Installation troubleshooting guide.
-### Other Installation Guides
- - [PyPatchMatch](installation/060_INSTALL_PATCHMATCH.md)
- - [XFormers](installation/070_INSTALL_XFORMERS.md)
- - [CUDA and ROCm Drivers](installation/030_INSTALL_CUDA_AND_ROCM.md)
- - [Installing New Models](installation/050_INSTALLING_MODELS.md)
-
-## :fontawesome-solid-computer: Hardware Requirements
-
-### :octicons-cpu-24: System
-
-You wil need one of the following:
-
-- :simple-nvidia: An NVIDIA-based graphics card with 4 GB or more VRAM memory.
-- :simple-amd: An AMD-based graphics card with 4 GB or more VRAM memory (Linux
- only)
-- :fontawesome-brands-apple: An Apple computer with an M1 chip.
-
-We do **not recommend** the following video cards due to issues with their
-running in half-precision mode and having insufficient VRAM to render 512x512
-images in full-precision mode:
-
-- NVIDIA 10xx series cards such as the 1080ti
-- GTX 1650 series cards
-- GTX 1660 series cards
-
-### :fontawesome-solid-memory: Memory and Disk
-
-- At least 12 GB Main Memory RAM.
-- At least 18 GB of free disk space for the machine learning model, Python, and
- all its dependencies.
+
## :octicons-gift-24: InvokeAI Features
diff --git a/docs/installation/index.md b/docs/installation/INSTALLATION.md
similarity index 53%
rename from docs/installation/index.md
rename to docs/installation/INSTALLATION.md
index e30e5b59e0..b6f251fe48 100644
--- a/docs/installation/index.md
+++ b/docs/installation/INSTALLATION.md
@@ -1,6 +1,4 @@
----
-title: Overview
----
+# Overview
We offer several ways to install InvokeAI, each one suited to your
experience and preferences. We suggest that everyone start by
@@ -15,6 +13,56 @@ See the [troubleshooting
section](010_INSTALL_AUTOMATED.md#troubleshooting) of the automated
install guide for frequently-encountered installation issues.
+This fork is supported across Linux, Windows and Macintosh. Linux users can use
+either an Nvidia-based card (with CUDA support) or an AMD card (using the ROCm
+driver).
+
+### [Installation Getting Started Guide](installation)
+#### **[Automated Installer](010_INSTALL_AUTOMATED.md)**
+✅ This is the recommended installation method for first-time users.
+#### [Manual Installation](020_INSTALL_MANUAL.md)
+This method is recommended for experienced users and developers
+#### [Docker Installation](040_INSTALL_DOCKER.md)
+This method is recommended for those familiar with running Docker containers
+### Other Installation Guides
+ - [PyPatchMatch](installation/060_INSTALL_PATCHMATCH.md)
+ - [XFormers](installation/070_INSTALL_XFORMERS.md)
+ - [CUDA and ROCm Drivers](installation/030_INSTALL_CUDA_AND_ROCM.md)
+ - [Installing New Models](installation/050_INSTALLING_MODELS.md)
+
+## :fontawesome-solid-computer: Hardware Requirements
+
+### :octicons-cpu-24: System
+
+You wil need one of the following:
+
+- :simple-nvidia: An NVIDIA-based graphics card with 4 GB or more VRAM memory.
+- :simple-amd: An AMD-based graphics card with 4 GB or more VRAM memory (Linux
+ only)
+- :fontawesome-brands-apple: An Apple computer with an M1 chip.
+
+** SDXL 1.0 Requirements*
+To use SDXL, user must have one of the following:
+- :simple-nvidia: An NVIDIA-based graphics card with 8 GB or more VRAM memory.
+- :simple-amd: An AMD-based graphics card with 16 GB or more VRAM memory (Linux
+ only)
+- :fontawesome-brands-apple: An Apple computer with an M1 chip.
+
+
+### :fontawesome-solid-memory: Memory and Disk
+
+- At least 12 GB Main Memory RAM.
+- At least 18 GB of free disk space for the machine learning model, Python, and
+ all its dependencies.
+
+We do **not recommend** the following video cards due to issues with their
+running in half-precision mode and having insufficient VRAM to render 512x512
+images in full-precision mode:
+
+- NVIDIA 10xx series cards such as the 1080ti
+- GTX 1650 series cards
+- GTX 1660 series cards
+
## Installation options
1. [Automated Installer](010_INSTALL_AUTOMATED.md)
diff --git a/docs/nodes/communityNodes.md b/docs/nodes/communityNodes.md
index 9cb5976f68..2e04018b45 100644
--- a/docs/nodes/communityNodes.md
+++ b/docs/nodes/communityNodes.md
@@ -35,7 +35,7 @@ The nodes linked below have been developed and contributed by members of the Inv
**Node Link:** https://github.com/JPPhoto/ideal-size-node
--------------------------------
-### Super Cool Node Template
+### Example Node Template
**Description:** This node allows you to do super cool things with InvokeAI.
@@ -45,7 +45,9 @@ The nodes linked below have been developed and contributed by members of the Inv
**Output Examples**
-
+{: style="height:115px;width:240px"}
## Help
If you run into any issues with a node, please post in the [InvokeAI Discord](https://discord.gg/ZmtBAhwWhy).
+
+
diff --git a/flake.nix b/flake.nix
index 1f35c02c6e..3ccc665812 100644
--- a/flake.nix
+++ b/flake.nix
@@ -34,6 +34,10 @@
cudaPackages.cudnn
cudaPackages.cuda_nvrtc
cudatoolkit
+ pkgconfig
+ libconfig
+ cmake
+ blas
freeglut
glib
gperf
@@ -42,6 +46,12 @@
libGLU
linuxPackages.nvidia_x11
python
+ (opencv4.override {
+ enableGtk3 = true;
+ enableFfmpeg = true;
+ enableCuda = true;
+ enableUnfree = true;
+ })
stdenv.cc
stdenv.cc.cc.lib
xorg.libX11
diff --git a/installer/lib/installer.py b/installer/lib/installer.py
index 398867b56a..545d99ab0b 100644
--- a/installer/lib/installer.py
+++ b/installer/lib/installer.py
@@ -455,7 +455,7 @@ def get_torch_source() -> (Union[str, None], str):
device = graphical_accelerator()
url = None
- optional_modules = None
+ optional_modules = "[onnx]"
if OS == "Linux":
if device == "rocm":
url = "https://download.pytorch.org/whl/rocm5.4.2"
@@ -464,7 +464,10 @@ def get_torch_source() -> (Union[str, None], str):
if device == "cuda":
url = "https://download.pytorch.org/whl/cu117"
- optional_modules = "[xformers]"
+ optional_modules = "[xformers,onnx-cuda]"
+ if device == "cuda_and_dml":
+ url = "https://download.pytorch.org/whl/cu117"
+ optional_modules = "[xformers,onnx-directml]"
# in all other cases, Torch wheels should be coming from PyPi as of Torch 1.13
diff --git a/installer/lib/messages.py b/installer/lib/messages.py
index 3687b52d32..e6362b75d0 100644
--- a/installer/lib/messages.py
+++ b/installer/lib/messages.py
@@ -167,6 +167,10 @@ def graphical_accelerator():
"an [gold1 b]NVIDIA[/] GPU (using CUDA™)",
"cuda",
)
+ nvidia_with_dml = (
+ "an [gold1 b]NVIDIA[/] GPU (using CUDA™, and DirectML™ for ONNX) -- ALPHA",
+ "cuda_and_dml",
+ )
amd = (
"an [gold1 b]AMD[/] GPU (using ROCm™)",
"rocm",
@@ -181,7 +185,7 @@ def graphical_accelerator():
)
if OS == "Windows":
- options = [nvidia, cpu]
+ options = [nvidia, nvidia_with_dml, cpu]
if OS == "Linux":
options = [nvidia, amd, cpu]
elif OS == "Darwin":
diff --git a/invokeai/app/api/dependencies.py b/invokeai/app/api/dependencies.py
index 75a0cc55e9..8d76b4ab15 100644
--- a/invokeai/app/api/dependencies.py
+++ b/invokeai/app/api/dependencies.py
@@ -1,5 +1,6 @@
# Copyright (c) 2022 Kyle Schouviller (https://github.com/kyle0654)
+from typing import Optional
from logging import Logger
import os
from invokeai.app.services.board_image_record_storage import (
@@ -55,7 +56,7 @@ logger = InvokeAILogger.getLogger()
class ApiDependencies:
"""Contains and initializes all dependencies for the API"""
- invoker: Invoker = None
+ invoker: Optional[Invoker] = None
@staticmethod
def initialize(config: InvokeAIAppConfig, event_handler_id: int, logger: Logger = logger):
diff --git a/invokeai/app/invocations/compel.py b/invokeai/app/invocations/compel.py
index fb29e01628..ada7a06a57 100644
--- a/invokeai/app/invocations/compel.py
+++ b/invokeai/app/invocations/compel.py
@@ -1,6 +1,14 @@
from typing import Literal, Optional, Union, List, Annotated
from pydantic import BaseModel, Field
import re
+
+from .baseinvocation import BaseInvocation, BaseInvocationOutput, InvocationContext, InvocationConfig
+from .model import ClipField
+
+from ...backend.util.devices import torch_dtype
+from ...backend.stable_diffusion.diffusion import InvokeAIDiffuserComponent
+from ...backend.model_management import BaseModelType, ModelType, SubModelType, ModelPatcher
+
import torch
from compel import Compel, ReturnedEmbeddingsType
from compel.prompt_parser import Blend, Conjunction, CrossAttentionControlSubstitute, FlattenedPrompt, Fragment
diff --git a/invokeai/app/invocations/latent.py b/invokeai/app/invocations/latent.py
index d6391e4f77..3edbe86150 100644
--- a/invokeai/app/invocations/latent.py
+++ b/invokeai/app/invocations/latent.py
@@ -24,6 +24,7 @@ from ...backend.stable_diffusion.diffusers_pipeline import (
)
from ...backend.stable_diffusion.diffusion.shared_invokeai_diffusion import PostprocessingSettings
from ...backend.stable_diffusion.schedulers import SCHEDULER_MAP
+from ...backend.model_management import ModelPatcher
from ...backend.util.devices import choose_torch_device, torch_dtype, choose_precision
from ..models.image import ImageCategory, ImageField, ResourceOrigin
from .baseinvocation import BaseInvocation, BaseInvocationOutput, InvocationConfig, InvocationContext
diff --git a/invokeai/app/invocations/model.py b/invokeai/app/invocations/model.py
index 2388d12e25..c19e5c5c9a 100644
--- a/invokeai/app/invocations/model.py
+++ b/invokeai/app/invocations/model.py
@@ -53,6 +53,7 @@ class MainModelField(BaseModel):
model_name: str = Field(description="Name of the model")
base_model: BaseModelType = Field(description="Base model")
+ model_type: ModelType = Field(description="Model Type")
class LoRAModelField(BaseModel):
diff --git a/invokeai/app/invocations/onnx.py b/invokeai/app/invocations/onnx.py
new file mode 100644
index 0000000000..2bec128b87
--- /dev/null
+++ b/invokeai/app/invocations/onnx.py
@@ -0,0 +1,578 @@
+# Copyright (c) 2023 Borisov Sergey (https://github.com/StAlKeR7779)
+
+from contextlib import ExitStack
+from typing import List, Literal, Optional, Union
+
+import re
+import inspect
+
+from pydantic import BaseModel, Field, validator
+import torch
+import numpy as np
+from diffusers import ControlNetModel, DPMSolverMultistepScheduler
+from diffusers.image_processor import VaeImageProcessor
+from diffusers.schedulers import SchedulerMixin as Scheduler
+
+from ..models.image import ImageCategory, ImageField, ResourceOrigin
+from ...backend.model_management import ONNXModelPatcher
+from ...backend.util import choose_torch_device
+from .baseinvocation import BaseInvocation, BaseInvocationOutput, InvocationConfig, InvocationContext
+from .compel import ConditioningField
+from .controlnet_image_processors import ControlField
+from .image import ImageOutput
+from .model import ModelInfo, UNetField, VaeField
+
+from invokeai.app.invocations.metadata import CoreMetadata
+from invokeai.backend import BaseModelType, ModelType, SubModelType
+from invokeai.app.util.step_callback import stable_diffusion_step_callback
+from ...backend.stable_diffusion import PipelineIntermediateState
+
+from tqdm import tqdm
+from .model import ClipField
+from .latent import LatentsField, LatentsOutput, build_latents_output, get_scheduler, SAMPLER_NAME_VALUES
+from .compel import CompelOutput
+
+
+ORT_TO_NP_TYPE = {
+ "tensor(bool)": np.bool_,
+ "tensor(int8)": np.int8,
+ "tensor(uint8)": np.uint8,
+ "tensor(int16)": np.int16,
+ "tensor(uint16)": np.uint16,
+ "tensor(int32)": np.int32,
+ "tensor(uint32)": np.uint32,
+ "tensor(int64)": np.int64,
+ "tensor(uint64)": np.uint64,
+ "tensor(float16)": np.float16,
+ "tensor(float)": np.float32,
+ "tensor(double)": np.float64,
+}
+
+PRECISION_VALUES = Literal[tuple(list(ORT_TO_NP_TYPE.keys()))]
+
+
+class ONNXPromptInvocation(BaseInvocation):
+ type: Literal["prompt_onnx"] = "prompt_onnx"
+
+ prompt: str = Field(default="", description="Prompt")
+ clip: ClipField = Field(None, description="Clip to use")
+
+ def invoke(self, context: InvocationContext) -> CompelOutput:
+ tokenizer_info = context.services.model_manager.get_model(
+ **self.clip.tokenizer.dict(),
+ )
+ text_encoder_info = context.services.model_manager.get_model(
+ **self.clip.text_encoder.dict(),
+ )
+ with tokenizer_info as orig_tokenizer, text_encoder_info as text_encoder, ExitStack() as stack:
+ # loras = [(stack.enter_context(context.services.model_manager.get_model(**lora.dict(exclude={"weight"}))), lora.weight) for lora in self.clip.loras]
+ loras = [
+ (context.services.model_manager.get_model(**lora.dict(exclude={"weight"})).context.model, lora.weight)
+ for lora in self.clip.loras
+ ]
+
+ ti_list = []
+ for trigger in re.findall(r"<[a-zA-Z0-9., _-]+>", self.prompt):
+ name = trigger[1:-1]
+ try:
+ ti_list.append(
+ # stack.enter_context(
+ # context.services.model_manager.get_model(
+ # model_name=name,
+ # base_model=self.clip.text_encoder.base_model,
+ # model_type=ModelType.TextualInversion,
+ # )
+ # )
+ context.services.model_manager.get_model(
+ model_name=name,
+ base_model=self.clip.text_encoder.base_model,
+ model_type=ModelType.TextualInversion,
+ ).context.model
+ )
+ except Exception:
+ # print(e)
+ # import traceback
+ # print(traceback.format_exc())
+ print(f'Warn: trigger: "{trigger}" not found')
+ if loras or ti_list:
+ text_encoder.release_session()
+ with ONNXModelPatcher.apply_lora_text_encoder(text_encoder, loras), ONNXModelPatcher.apply_ti(
+ orig_tokenizer, text_encoder, ti_list
+ ) as (tokenizer, ti_manager):
+ text_encoder.create_session()
+
+ # copy from
+ # https://github.com/huggingface/diffusers/blob/3ebbaf7c96801271f9e6c21400033b6aa5ffcf29/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion.py#L153
+ text_inputs = tokenizer(
+ self.prompt,
+ padding="max_length",
+ max_length=tokenizer.model_max_length,
+ truncation=True,
+ return_tensors="np",
+ )
+ text_input_ids = text_inputs.input_ids
+ """
+ untruncated_ids = tokenizer(prompt, padding="max_length", return_tensors="np").input_ids
+
+ if not np.array_equal(text_input_ids, untruncated_ids):
+ removed_text = self.tokenizer.batch_decode(
+ untruncated_ids[:, self.tokenizer.model_max_length - 1 : -1]
+ )
+ logger.warning(
+ "The following part of your input was truncated because CLIP can only handle sequences up to"
+ f" {self.tokenizer.model_max_length} tokens: {removed_text}"
+ )
+ """
+
+ prompt_embeds = text_encoder(input_ids=text_input_ids.astype(np.int32))[0]
+
+ conditioning_name = f"{context.graph_execution_state_id}_{self.id}_conditioning"
+
+ # TODO: hacky but works ;D maybe rename latents somehow?
+ context.services.latents.save(conditioning_name, (prompt_embeds, None))
+
+ return CompelOutput(
+ conditioning=ConditioningField(
+ conditioning_name=conditioning_name,
+ ),
+ )
+
+
+# Text to image
+class ONNXTextToLatentsInvocation(BaseInvocation):
+ """Generates latents from conditionings."""
+
+ type: Literal["t2l_onnx"] = "t2l_onnx"
+
+ # Inputs
+ # fmt: off
+ positive_conditioning: Optional[ConditioningField] = Field(description="Positive conditioning for generation")
+ negative_conditioning: Optional[ConditioningField] = Field(description="Negative conditioning for generation")
+ noise: Optional[LatentsField] = Field(description="The noise to use")
+ steps: int = Field(default=10, gt=0, description="The number of steps to use to generate the image")
+ cfg_scale: Union[float, List[float]] = Field(default=7.5, ge=1, description="The Classifier-Free Guidance, higher values may result in a result closer to the prompt", )
+ scheduler: SAMPLER_NAME_VALUES = Field(default="euler", description="The scheduler to use" )
+ precision: PRECISION_VALUES = Field(default = "tensor(float16)", description="The precision to use when generating latents")
+ unet: UNetField = Field(default=None, description="UNet submodel")
+ control: Union[ControlField, list[ControlField]] = Field(default=None, description="The control to use")
+ # seamless: bool = Field(default=False, description="Whether or not to generate an image that can tile without seams", )
+ # seamless_axes: str = Field(default="", description="The axes to tile the image on, 'x' and/or 'y'")
+ # fmt: on
+
+ @validator("cfg_scale")
+ def ge_one(cls, v):
+ """validate that all cfg_scale values are >= 1"""
+ if isinstance(v, list):
+ for i in v:
+ if i < 1:
+ raise ValueError("cfg_scale must be greater than 1")
+ else:
+ if v < 1:
+ raise ValueError("cfg_scale must be greater than 1")
+ return v
+
+ # Schema customisation
+ class Config(InvocationConfig):
+ schema_extra = {
+ "ui": {
+ "tags": ["latents"],
+ "type_hints": {
+ "model": "model",
+ "control": "control",
+ # "cfg_scale": "float",
+ "cfg_scale": "number",
+ },
+ },
+ }
+
+ # based on
+ # https://github.com/huggingface/diffusers/blob/3ebbaf7c96801271f9e6c21400033b6aa5ffcf29/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion.py#L375
+ def invoke(self, context: InvocationContext) -> LatentsOutput:
+ c, _ = context.services.latents.get(self.positive_conditioning.conditioning_name)
+ uc, _ = context.services.latents.get(self.negative_conditioning.conditioning_name)
+ graph_execution_state = context.services.graph_execution_manager.get(context.graph_execution_state_id)
+ source_node_id = graph_execution_state.prepared_source_mapping[self.id]
+ if isinstance(c, torch.Tensor):
+ c = c.cpu().numpy()
+ if isinstance(uc, torch.Tensor):
+ uc = uc.cpu().numpy()
+ device = torch.device(choose_torch_device())
+ prompt_embeds = np.concatenate([uc, c])
+
+ latents = context.services.latents.get(self.noise.latents_name)
+ if isinstance(latents, torch.Tensor):
+ latents = latents.cpu().numpy()
+
+ # TODO: better execution device handling
+ latents = latents.astype(ORT_TO_NP_TYPE[self.precision])
+
+ # get the initial random noise unless the user supplied it
+ do_classifier_free_guidance = True
+ # latents_dtype = prompt_embeds.dtype
+ # latents_shape = (batch_size * num_images_per_prompt, 4, height // 8, width // 8)
+ # if latents.shape != latents_shape:
+ # raise ValueError(f"Unexpected latents shape, got {latents.shape}, expected {latents_shape}")
+
+ scheduler = get_scheduler(
+ context=context,
+ scheduler_info=self.unet.scheduler,
+ scheduler_name=self.scheduler,
+ )
+
+ def torch2numpy(latent: torch.Tensor):
+ return latent.cpu().numpy()
+
+ def numpy2torch(latent, device):
+ return torch.from_numpy(latent).to(device)
+
+ def dispatch_progress(
+ self, context: InvocationContext, source_node_id: str, intermediate_state: PipelineIntermediateState
+ ) -> None:
+ stable_diffusion_step_callback(
+ context=context,
+ intermediate_state=intermediate_state,
+ node=self.dict(),
+ source_node_id=source_node_id,
+ )
+
+ scheduler.set_timesteps(self.steps)
+ latents = latents * np.float64(scheduler.init_noise_sigma)
+
+ extra_step_kwargs = dict()
+ if "eta" in set(inspect.signature(scheduler.step).parameters.keys()):
+ extra_step_kwargs.update(
+ eta=0.0,
+ )
+
+ unet_info = context.services.model_manager.get_model(**self.unet.unet.dict())
+
+ with unet_info as unet, ExitStack() as stack:
+ # loras = [(stack.enter_context(context.services.model_manager.get_model(**lora.dict(exclude={"weight"}))), lora.weight) for lora in self.unet.loras]
+ loras = [
+ (context.services.model_manager.get_model(**lora.dict(exclude={"weight"})).context.model, lora.weight)
+ for lora in self.unet.loras
+ ]
+
+ if loras:
+ unet.release_session()
+ with ONNXModelPatcher.apply_lora_unet(unet, loras):
+ # TODO:
+ _, _, h, w = latents.shape
+ unet.create_session(h, w)
+
+ timestep_dtype = next(
+ (input.type for input in unet.session.get_inputs() if input.name == "timestep"), "tensor(float16)"
+ )
+ timestep_dtype = ORT_TO_NP_TYPE[timestep_dtype]
+ for i in tqdm(range(len(scheduler.timesteps))):
+ t = scheduler.timesteps[i]
+ # expand the latents if we are doing classifier free guidance
+ latent_model_input = np.concatenate([latents] * 2) if do_classifier_free_guidance else latents
+ latent_model_input = scheduler.scale_model_input(numpy2torch(latent_model_input, device), t)
+ latent_model_input = latent_model_input.cpu().numpy()
+
+ # predict the noise residual
+ timestep = np.array([t], dtype=timestep_dtype)
+ noise_pred = unet(sample=latent_model_input, timestep=timestep, encoder_hidden_states=prompt_embeds)
+ noise_pred = noise_pred[0]
+
+ # perform guidance
+ if do_classifier_free_guidance:
+ noise_pred_uncond, noise_pred_text = np.split(noise_pred, 2)
+ noise_pred = noise_pred_uncond + self.cfg_scale * (noise_pred_text - noise_pred_uncond)
+
+ # compute the previous noisy sample x_t -> x_t-1
+ scheduler_output = scheduler.step(
+ numpy2torch(noise_pred, device), t, numpy2torch(latents, device), **extra_step_kwargs
+ )
+ latents = torch2numpy(scheduler_output.prev_sample)
+
+ state = PipelineIntermediateState(
+ run_id="test", step=i, timestep=timestep, latents=scheduler_output.prev_sample
+ )
+ dispatch_progress(self, context=context, source_node_id=source_node_id, intermediate_state=state)
+
+ # call the callback, if provided
+ # if callback is not None and i % callback_steps == 0:
+ # callback(i, t, latents)
+
+ torch.cuda.empty_cache()
+
+ name = f"{context.graph_execution_state_id}__{self.id}"
+ context.services.latents.save(name, latents)
+ return build_latents_output(latents_name=name, latents=torch.from_numpy(latents))
+
+
+# Latent to image
+class ONNXLatentsToImageInvocation(BaseInvocation):
+ """Generates an image from latents."""
+
+ type: Literal["l2i_onnx"] = "l2i_onnx"
+
+ # Inputs
+ latents: Optional[LatentsField] = Field(description="The latents to generate an image from")
+ vae: VaeField = Field(default=None, description="Vae submodel")
+ metadata: Optional[CoreMetadata] = Field(
+ default=None, description="Optional core metadata to be written to the image"
+ )
+ # tiled: bool = Field(default=False, description="Decode latents by overlaping tiles(less memory consumption)")
+
+ # Schema customisation
+ class Config(InvocationConfig):
+ schema_extra = {
+ "ui": {
+ "tags": ["latents", "image"],
+ },
+ }
+
+ def invoke(self, context: InvocationContext) -> ImageOutput:
+ latents = context.services.latents.get(self.latents.latents_name)
+
+ if self.vae.vae.submodel != SubModelType.VaeDecoder:
+ raise Exception(f"Expected vae_decoder, found: {self.vae.vae.model_type}")
+
+ vae_info = context.services.model_manager.get_model(
+ **self.vae.vae.dict(),
+ )
+
+ # clear memory as vae decode can request a lot
+ torch.cuda.empty_cache()
+
+ with vae_info as vae:
+ vae.create_session()
+
+ # copied from
+ # https://github.com/huggingface/diffusers/blob/3ebbaf7c96801271f9e6c21400033b6aa5ffcf29/src/diffusers/pipelines/stable_diffusion/pipeline_onnx_stable_diffusion.py#L427
+ latents = 1 / 0.18215 * latents
+ # image = self.vae_decoder(latent_sample=latents)[0]
+ # it seems likes there is a strange result for using half-precision vae decoder if batchsize>1
+ image = np.concatenate([vae(latent_sample=latents[i : i + 1])[0] for i in range(latents.shape[0])])
+
+ image = np.clip(image / 2 + 0.5, 0, 1)
+ image = image.transpose((0, 2, 3, 1))
+ image = VaeImageProcessor.numpy_to_pil(image)[0]
+
+ torch.cuda.empty_cache()
+
+ image_dto = context.services.images.create(
+ image=image,
+ image_origin=ResourceOrigin.INTERNAL,
+ image_category=ImageCategory.GENERAL,
+ node_id=self.id,
+ session_id=context.graph_execution_state_id,
+ is_intermediate=self.is_intermediate,
+ metadata=self.metadata.dict() if self.metadata else None,
+ )
+
+ return ImageOutput(
+ image=ImageField(image_name=image_dto.image_name),
+ width=image_dto.width,
+ height=image_dto.height,
+ )
+
+
+class ONNXModelLoaderOutput(BaseInvocationOutput):
+ """Model loader output"""
+
+ # fmt: off
+ type: Literal["model_loader_output_onnx"] = "model_loader_output_onnx"
+
+ unet: UNetField = Field(default=None, description="UNet submodel")
+ clip: ClipField = Field(default=None, description="Tokenizer and text_encoder submodels")
+ vae_decoder: VaeField = Field(default=None, description="Vae submodel")
+ vae_encoder: VaeField = Field(default=None, description="Vae submodel")
+ # fmt: on
+
+
+class ONNXSD1ModelLoaderInvocation(BaseInvocation):
+ """Loading submodels of selected model."""
+
+ type: Literal["sd1_model_loader_onnx"] = "sd1_model_loader_onnx"
+
+ model_name: str = Field(default="", description="Model to load")
+ # TODO: precision?
+
+ # Schema customisation
+ class Config(InvocationConfig):
+ schema_extra = {
+ "ui": {"tags": ["model", "loader"], "type_hints": {"model_name": "model"}}, # TODO: rename to model_name?
+ }
+
+ def invoke(self, context: InvocationContext) -> ONNXModelLoaderOutput:
+ model_name = "stable-diffusion-v1-5"
+ base_model = BaseModelType.StableDiffusion1
+
+ # TODO: not found exceptions
+ if not context.services.model_manager.model_exists(
+ model_name=model_name,
+ base_model=BaseModelType.StableDiffusion1,
+ model_type=ModelType.ONNX,
+ ):
+ raise Exception(f"Unkown model name: {model_name}!")
+
+ return ONNXModelLoaderOutput(
+ unet=UNetField(
+ unet=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=ModelType.ONNX,
+ submodel=SubModelType.UNet,
+ ),
+ scheduler=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=ModelType.ONNX,
+ submodel=SubModelType.Scheduler,
+ ),
+ loras=[],
+ ),
+ clip=ClipField(
+ tokenizer=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=ModelType.ONNX,
+ submodel=SubModelType.Tokenizer,
+ ),
+ text_encoder=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=ModelType.ONNX,
+ submodel=SubModelType.TextEncoder,
+ ),
+ loras=[],
+ ),
+ vae_decoder=VaeField(
+ vae=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=ModelType.ONNX,
+ submodel=SubModelType.VaeDecoder,
+ ),
+ ),
+ vae_encoder=VaeField(
+ vae=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=ModelType.ONNX,
+ submodel=SubModelType.VaeEncoder,
+ ),
+ ),
+ )
+
+
+class OnnxModelField(BaseModel):
+ """Onnx model field"""
+
+ model_name: str = Field(description="Name of the model")
+ base_model: BaseModelType = Field(description="Base model")
+ model_type: ModelType = Field(description="Model Type")
+
+
+class OnnxModelLoaderInvocation(BaseInvocation):
+ """Loads a main model, outputting its submodels."""
+
+ type: Literal["onnx_model_loader"] = "onnx_model_loader"
+
+ model: OnnxModelField = Field(description="The model to load")
+
+ # Schema customisation
+ class Config(InvocationConfig):
+ schema_extra = {
+ "ui": {
+ "title": "Onnx Model Loader",
+ "tags": ["model", "loader"],
+ "type_hints": {"model": "model"},
+ },
+ }
+
+ def invoke(self, context: InvocationContext) -> ONNXModelLoaderOutput:
+ base_model = self.model.base_model
+ model_name = self.model.model_name
+ model_type = ModelType.ONNX
+
+ # TODO: not found exceptions
+ if not context.services.model_manager.model_exists(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=model_type,
+ ):
+ raise Exception(f"Unknown {base_model} {model_type} model: {model_name}")
+
+ """
+ if not context.services.model_manager.model_exists(
+ model_name=self.model_name,
+ model_type=SDModelType.Diffusers,
+ submodel=SDModelType.Tokenizer,
+ ):
+ raise Exception(
+ f"Failed to find tokenizer submodel in {self.model_name}! Check if model corrupted"
+ )
+
+ if not context.services.model_manager.model_exists(
+ model_name=self.model_name,
+ model_type=SDModelType.Diffusers,
+ submodel=SDModelType.TextEncoder,
+ ):
+ raise Exception(
+ f"Failed to find text_encoder submodel in {self.model_name}! Check if model corrupted"
+ )
+
+ if not context.services.model_manager.model_exists(
+ model_name=self.model_name,
+ model_type=SDModelType.Diffusers,
+ submodel=SDModelType.UNet,
+ ):
+ raise Exception(
+ f"Failed to find unet submodel from {self.model_name}! Check if model corrupted"
+ )
+ """
+
+ return ONNXModelLoaderOutput(
+ unet=UNetField(
+ unet=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=model_type,
+ submodel=SubModelType.UNet,
+ ),
+ scheduler=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=model_type,
+ submodel=SubModelType.Scheduler,
+ ),
+ loras=[],
+ ),
+ clip=ClipField(
+ tokenizer=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=model_type,
+ submodel=SubModelType.Tokenizer,
+ ),
+ text_encoder=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=model_type,
+ submodel=SubModelType.TextEncoder,
+ ),
+ loras=[],
+ skipped_layers=0,
+ ),
+ vae_decoder=VaeField(
+ vae=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=model_type,
+ submodel=SubModelType.VaeDecoder,
+ ),
+ ),
+ vae_encoder=VaeField(
+ vae=ModelInfo(
+ model_name=model_name,
+ base_model=base_model,
+ model_type=model_type,
+ submodel=SubModelType.VaeEncoder,
+ ),
+ ),
+ )
diff --git a/invokeai/backend/install/model_install_backend.py b/invokeai/backend/install/model_install_backend.py
index 76ae991979..c0a7244367 100644
--- a/invokeai/backend/install/model_install_backend.py
+++ b/invokeai/backend/install/model_install_backend.py
@@ -7,11 +7,12 @@ import warnings
from dataclasses import dataclass, field
from pathlib import Path
from tempfile import TemporaryDirectory
-from typing import List, Dict, Callable, Union, Set, Optional
+from typing import Optional, List, Dict, Callable, Union, Set
import requests
from diffusers import DiffusionPipeline
from diffusers import logging as dlogging
+import onnx
from huggingface_hub import hf_hub_url, HfFolder, HfApi
from omegaconf import OmegaConf
from tqdm import tqdm
@@ -86,8 +87,8 @@ class ModelLoadInfo:
name: str
model_type: ModelType
base_type: BaseModelType
- path: Path = None
- repo_id: str = None
+ path: Optional[Path] = None
+ repo_id: Optional[str] = None
description: str = ""
installed: bool = False
recommended: bool = False
@@ -302,8 +303,10 @@ class ModelInstall(object):
with TemporaryDirectory(dir=self.config.models_path) as staging:
staging = Path(staging)
- if "model_index.json" in files:
+ if "model_index.json" in files and "unet/model.onnx" not in files:
location = self._download_hf_pipeline(repo_id, staging) # pipeline
+ elif "unet/model.onnx" in files:
+ location = self._download_hf_model(repo_id, files, staging)
else:
for suffix in ["safetensors", "bin"]:
if f"pytorch_lora_weights.{suffix}" in files:
@@ -368,7 +371,7 @@ class ModelInstall(object):
model_format=info.format,
)
legacy_conf = None
- if info.model_type == ModelType.Main:
+ if info.model_type == ModelType.Main or info.model_type == ModelType.ONNX:
attributes.update(
dict(
variant=info.variant_type,
@@ -433,8 +436,13 @@ class ModelInstall(object):
location = staging / name
paths = list()
for filename in files:
+ filePath = Path(filename)
p = hf_download_with_resume(
- repo_id, model_dir=location, model_name=filename, access_token=self.access_token
+ repo_id,
+ model_dir=location / filePath.parent,
+ model_name=filePath.name,
+ access_token=self.access_token,
+ subfolder=filePath.parent,
)
if p:
paths.append(p)
@@ -482,11 +490,12 @@ def hf_download_with_resume(
model_name: str,
model_dest: Path = None,
access_token: str = None,
+ subfolder: str = None,
) -> Path:
model_dest = model_dest or Path(os.path.join(model_dir, model_name))
os.makedirs(model_dir, exist_ok=True)
- url = hf_hub_url(repo_id, model_name)
+ url = hf_hub_url(repo_id, model_name, subfolder=subfolder)
header = {"Authorization": f"Bearer {access_token}"} if access_token else {}
open_mode = "wb"
diff --git a/invokeai/backend/model_management/__init__.py b/invokeai/backend/model_management/__init__.py
index a277ecb29c..cf057f3a89 100644
--- a/invokeai/backend/model_management/__init__.py
+++ b/invokeai/backend/model_management/__init__.py
@@ -3,6 +3,7 @@ Initialization file for invokeai.backend.model_management
"""
from .model_manager import ModelManager, ModelInfo, AddModelResult, SchedulerPredictionType
from .model_cache import ModelCache
+from .lora import ModelPatcher, ONNXModelPatcher
from .models import (
BaseModelType,
ModelType,
diff --git a/invokeai/backend/model_management/lora.py b/invokeai/backend/model_management/lora.py
index 06770843ec..4287072a65 100644
--- a/invokeai/backend/model_management/lora.py
+++ b/invokeai/backend/model_management/lora.py
@@ -6,11 +6,22 @@ from typing import Optional, Dict, Tuple, Any, Union, List
from pathlib import Path
import torch
+from safetensors.torch import load_file
+from torch.utils.hooks import RemovableHandle
+
+from diffusers.models import UNet2DConditionModel
+from transformers import CLIPTextModel
+from onnx import numpy_helper
+from onnxruntime import OrtValue
+import numpy as np
+
from compel.embeddings_provider import BaseTextualInversionManager
from diffusers.models import UNet2DConditionModel
from safetensors.torch import load_file
from transformers import CLIPTextModel, CLIPTokenizer
+# TODO: rename and split this file
+
class LoRALayerBase:
# rank: Optional[int]
@@ -698,3 +709,186 @@ class TextualInversionManager(BaseTextualInversionManager):
new_token_ids.extend(self.pad_tokens[token_id])
return new_token_ids
+
+
+class ONNXModelPatcher:
+ from .models.base import IAIOnnxRuntimeModel, OnnxRuntimeModel
+
+ @classmethod
+ @contextmanager
+ def apply_lora_unet(
+ cls,
+ unet: OnnxRuntimeModel,
+ loras: List[Tuple[LoRAModel, float]],
+ ):
+ with cls.apply_lora(unet, loras, "lora_unet_"):
+ yield
+
+ @classmethod
+ @contextmanager
+ def apply_lora_text_encoder(
+ cls,
+ text_encoder: OnnxRuntimeModel,
+ loras: List[Tuple[LoRAModel, float]],
+ ):
+ with cls.apply_lora(text_encoder, loras, "lora_te_"):
+ yield
+
+ # based on
+ # https://github.com/ssube/onnx-web/blob/ca2e436f0623e18b4cfe8a0363fcfcf10508acf7/api/onnx_web/convert/diffusion/lora.py#L323
+ @classmethod
+ @contextmanager
+ def apply_lora(
+ cls,
+ model: IAIOnnxRuntimeModel,
+ loras: List[Tuple[LoraModel, float]],
+ prefix: str,
+ ):
+ from .models.base import IAIOnnxRuntimeModel
+
+ if not isinstance(model, IAIOnnxRuntimeModel):
+ raise Exception("Only IAIOnnxRuntimeModel models supported")
+
+ orig_weights = dict()
+
+ try:
+ blended_loras = dict()
+
+ for lora, lora_weight in loras:
+ for layer_key, layer in lora.layers.items():
+ if not layer_key.startswith(prefix):
+ continue
+
+ layer.to(dtype=torch.float32)
+ layer_key = layer_key.replace(prefix, "")
+ layer_weight = layer.get_weight().detach().cpu().numpy() * lora_weight
+ if layer_key is blended_loras:
+ blended_loras[layer_key] += layer_weight
+ else:
+ blended_loras[layer_key] = layer_weight
+
+ node_names = dict()
+ for node in model.nodes.values():
+ node_names[node.name.replace("/", "_").replace(".", "_").lstrip("_")] = node.name
+
+ for layer_key, lora_weight in blended_loras.items():
+ conv_key = layer_key + "_Conv"
+ gemm_key = layer_key + "_Gemm"
+ matmul_key = layer_key + "_MatMul"
+
+ if conv_key in node_names or gemm_key in node_names:
+ if conv_key in node_names:
+ conv_node = model.nodes[node_names[conv_key]]
+ else:
+ conv_node = model.nodes[node_names[gemm_key]]
+
+ weight_name = [n for n in conv_node.input if ".weight" in n][0]
+ orig_weight = model.tensors[weight_name]
+
+ if orig_weight.shape[-2:] == (1, 1):
+ if lora_weight.shape[-2:] == (1, 1):
+ new_weight = orig_weight.squeeze((3, 2)) + lora_weight.squeeze((3, 2))
+ else:
+ new_weight = orig_weight.squeeze((3, 2)) + lora_weight
+
+ new_weight = np.expand_dims(new_weight, (2, 3))
+ else:
+ if orig_weight.shape != lora_weight.shape:
+ new_weight = orig_weight + lora_weight.reshape(orig_weight.shape)
+ else:
+ new_weight = orig_weight + lora_weight
+
+ orig_weights[weight_name] = orig_weight
+ model.tensors[weight_name] = new_weight.astype(orig_weight.dtype)
+
+ elif matmul_key in node_names:
+ weight_node = model.nodes[node_names[matmul_key]]
+ matmul_name = [n for n in weight_node.input if "MatMul" in n][0]
+
+ orig_weight = model.tensors[matmul_name]
+ new_weight = orig_weight + lora_weight.transpose()
+
+ orig_weights[matmul_name] = orig_weight
+ model.tensors[matmul_name] = new_weight.astype(orig_weight.dtype)
+
+ else:
+ # warn? err?
+ pass
+
+ yield
+
+ finally:
+ # restore original weights
+ for name, orig_weight in orig_weights.items():
+ model.tensors[name] = orig_weight
+
+ @classmethod
+ @contextmanager
+ def apply_ti(
+ cls,
+ tokenizer: CLIPTokenizer,
+ text_encoder: IAIOnnxRuntimeModel,
+ ti_list: List[Any],
+ ) -> Tuple[CLIPTokenizer, TextualInversionManager]:
+ from .models.base import IAIOnnxRuntimeModel
+
+ if not isinstance(text_encoder, IAIOnnxRuntimeModel):
+ raise Exception("Only IAIOnnxRuntimeModel models supported")
+
+ orig_embeddings = None
+
+ try:
+ ti_tokenizer = copy.deepcopy(tokenizer)
+ ti_manager = TextualInversionManager(ti_tokenizer)
+
+ def _get_trigger(ti, index):
+ trigger = ti.name
+ if index > 0:
+ trigger += f"-!pad-{i}"
+ return f"<{trigger}>"
+
+ # modify tokenizer
+ new_tokens_added = 0
+ for ti in ti_list:
+ for i in range(ti.embedding.shape[0]):
+ new_tokens_added += ti_tokenizer.add_tokens(_get_trigger(ti, i))
+
+ # modify text_encoder
+ orig_embeddings = text_encoder.tensors["text_model.embeddings.token_embedding.weight"]
+
+ embeddings = np.concatenate(
+ (np.copy(orig_embeddings), np.zeros((new_tokens_added, orig_embeddings.shape[1]))),
+ axis=0,
+ )
+
+ for ti in ti_list:
+ ti_tokens = []
+ for i in range(ti.embedding.shape[0]):
+ embedding = ti.embedding[i].detach().numpy()
+ trigger = _get_trigger(ti, i)
+
+ token_id = ti_tokenizer.convert_tokens_to_ids(trigger)
+ if token_id == ti_tokenizer.unk_token_id:
+ raise RuntimeError(f"Unable to find token id for token '{trigger}'")
+
+ if embeddings[token_id].shape != embedding.shape:
+ raise ValueError(
+ f"Cannot load embedding for {trigger}. It was trained on a model with token dimension {embedding.shape[0]}, but the current model has token dimension {embeddings[token_id].shape[0]}."
+ )
+
+ embeddings[token_id] = embedding
+ ti_tokens.append(token_id)
+
+ if len(ti_tokens) > 1:
+ ti_manager.pad_tokens[ti_tokens[0]] = ti_tokens[1:]
+
+ text_encoder.tensors["text_model.embeddings.token_embedding.weight"] = embeddings.astype(
+ orig_embeddings.dtype
+ )
+
+ yield ti_tokenizer, ti_manager
+
+ finally:
+ # restore
+ if orig_embeddings is not None:
+ text_encoder.tensors["text_model.embeddings.token_embedding.weight"] = orig_embeddings
diff --git a/invokeai/backend/model_management/model_cache.py b/invokeai/backend/model_management/model_cache.py
index 4c18068bae..b4c3e48a48 100644
--- a/invokeai/backend/model_management/model_cache.py
+++ b/invokeai/backend/model_management/model_cache.py
@@ -360,7 +360,8 @@ class ModelCache(object):
# 2 refs:
# 1 from cache_entry
# 1 from getrefcount function
- if not cache_entry.locked and refs <= 2:
+ # 1 from onnx runtime object
+ if not cache_entry.locked and refs <= 3 if "onnx" in model_key else 2:
self.logger.debug(
f"Unloading model {model_key} to free {(model_size/GIG):.2f} GB (-{(cache_entry.size/GIG):.2f} GB)"
)
diff --git a/invokeai/backend/model_management/model_manager.py b/invokeai/backend/model_management/model_manager.py
index e381fef567..832a96e18f 100644
--- a/invokeai/backend/model_management/model_manager.py
+++ b/invokeai/backend/model_management/model_manager.py
@@ -276,7 +276,7 @@ class ModelInfo:
hash: str
location: Union[Path, str]
precision: torch.dtype
- _cache: ModelCache = None
+ _cache: Optional[ModelCache] = None
def __enter__(self):
return self.context.__enter__()
diff --git a/invokeai/backend/model_management/model_probe.py b/invokeai/backend/model_management/model_probe.py
index 0e06f9b32d..c3964d760c 100644
--- a/invokeai/backend/model_management/model_probe.py
+++ b/invokeai/backend/model_management/model_probe.py
@@ -27,7 +27,7 @@ class ModelProbeInfo(object):
variant_type: ModelVariantType
prediction_type: SchedulerPredictionType
upcast_attention: bool
- format: Literal["diffusers", "checkpoint", "lycoris"]
+ format: Literal["diffusers", "checkpoint", "lycoris", "olive", "onnx"]
image_size: int
@@ -41,6 +41,7 @@ class ModelProbe(object):
PROBES = {
"diffusers": {},
"checkpoint": {},
+ "onnx": {},
}
CLASS2TYPE = {
@@ -53,7 +54,9 @@ class ModelProbe(object):
}
@classmethod
- def register_probe(cls, format: Literal["diffusers", "checkpoint"], model_type: ModelType, probe_class: ProbeBase):
+ def register_probe(
+ cls, format: Literal["diffusers", "checkpoint", "onnx"], model_type: ModelType, probe_class: ProbeBase
+ ):
cls.PROBES[format][model_type] = probe_class
@classmethod
@@ -95,6 +98,7 @@ class ModelProbe(object):
if format_type == "diffusers"
else cls.get_model_type_from_checkpoint(model_path, model)
)
+ format_type = "onnx" if model_type == ModelType.ONNX else format_type
probe_class = cls.PROBES[format_type].get(model_type)
if not probe_class:
return None
@@ -168,6 +172,8 @@ class ModelProbe(object):
if model:
class_name = model.__class__.__name__
else:
+ if (folder_path / "unet/model.onnx").exists():
+ return ModelType.ONNX
if (folder_path / "learned_embeds.bin").exists():
return ModelType.TextualInversion
@@ -460,6 +466,17 @@ class TextualInversionFolderProbe(FolderProbeBase):
return TextualInversionCheckpointProbe(None, checkpoint=checkpoint).get_base_type()
+class ONNXFolderProbe(FolderProbeBase):
+ def get_format(self) -> str:
+ return "onnx"
+
+ def get_base_type(self) -> BaseModelType:
+ return BaseModelType.StableDiffusion1
+
+ def get_variant_type(self) -> ModelVariantType:
+ return ModelVariantType.Normal
+
+
class ControlNetFolderProbe(FolderProbeBase):
def get_base_type(self) -> BaseModelType:
config_file = self.folder_path / "config.json"
@@ -497,3 +514,4 @@ ModelProbe.register_probe("checkpoint", ModelType.Vae, VaeCheckpointProbe)
ModelProbe.register_probe("checkpoint", ModelType.Lora, LoRACheckpointProbe)
ModelProbe.register_probe("checkpoint", ModelType.TextualInversion, TextualInversionCheckpointProbe)
ModelProbe.register_probe("checkpoint", ModelType.ControlNet, ControlNetCheckpointProbe)
+ModelProbe.register_probe("onnx", ModelType.ONNX, ONNXFolderProbe)
diff --git a/invokeai/backend/model_management/models/__init__.py b/invokeai/backend/model_management/models/__init__.py
index b15e1d309a..931da1b159 100644
--- a/invokeai/backend/model_management/models/__init__.py
+++ b/invokeai/backend/model_management/models/__init__.py
@@ -23,8 +23,11 @@ from .lora import LoRAModel
from .controlnet import ControlNetModel # TODO:
from .textual_inversion import TextualInversionModel
+from .stable_diffusion_onnx import ONNXStableDiffusion1Model, ONNXStableDiffusion2Model
+
MODEL_CLASSES = {
BaseModelType.StableDiffusion1: {
+ ModelType.ONNX: ONNXStableDiffusion1Model,
ModelType.Main: StableDiffusion1Model,
ModelType.Vae: VaeModel,
ModelType.Lora: LoRAModel,
@@ -32,6 +35,7 @@ MODEL_CLASSES = {
ModelType.TextualInversion: TextualInversionModel,
},
BaseModelType.StableDiffusion2: {
+ ModelType.ONNX: ONNXStableDiffusion2Model,
ModelType.Main: StableDiffusion2Model,
ModelType.Vae: VaeModel,
ModelType.Lora: LoRAModel,
@@ -45,6 +49,7 @@ MODEL_CLASSES = {
ModelType.Lora: LoRAModel,
ModelType.ControlNet: ControlNetModel,
ModelType.TextualInversion: TextualInversionModel,
+ ModelType.ONNX: ONNXStableDiffusion2Model,
},
BaseModelType.StableDiffusionXLRefiner: {
ModelType.Main: StableDiffusionXLModel,
@@ -53,6 +58,7 @@ MODEL_CLASSES = {
ModelType.Lora: LoRAModel,
ModelType.ControlNet: ControlNetModel,
ModelType.TextualInversion: TextualInversionModel,
+ ModelType.ONNX: ONNXStableDiffusion2Model,
},
# BaseModelType.Kandinsky2_1: {
# ModelType.Main: Kandinsky2_1Model,
diff --git a/invokeai/backend/model_management/models/base.py b/invokeai/backend/model_management/models/base.py
index f2142f772f..e6a20e79ec 100644
--- a/invokeai/backend/model_management/models/base.py
+++ b/invokeai/backend/model_management/models/base.py
@@ -8,13 +8,23 @@ from abc import ABCMeta, abstractmethod
from pathlib import Path
from picklescan.scanner import scan_file_path
import torch
+import numpy as np
import safetensors.torch
-from diffusers import DiffusionPipeline, ConfigMixin
+from pathlib import Path
+from diffusers import DiffusionPipeline, ConfigMixin, OnnxRuntimeModel
from contextlib import suppress
from pydantic import BaseModel, Field
from typing import List, Dict, Optional, Type, Literal, TypeVar, Generic, Callable, Any, Union
+import onnx
+from onnx import numpy_helper
+from onnxruntime import (
+ InferenceSession,
+ SessionOptions,
+ get_available_providers,
+)
+
class DuplicateModelException(Exception):
pass
@@ -37,6 +47,7 @@ class BaseModelType(str, Enum):
class ModelType(str, Enum):
+ ONNX = "onnx"
Main = "main"
Vae = "vae"
Lora = "lora"
@@ -51,6 +62,8 @@ class SubModelType(str, Enum):
Tokenizer = "tokenizer"
Tokenizer2 = "tokenizer_2"
Vae = "vae"
+ VaeDecoder = "vae_decoder"
+ VaeEncoder = "vae_encoder"
Scheduler = "scheduler"
SafetyChecker = "safety_checker"
# MoVQ = "movq"
@@ -362,6 +375,8 @@ def calc_model_size_by_data(model) -> int:
return _calc_pipeline_by_data(model)
elif isinstance(model, torch.nn.Module):
return _calc_model_by_data(model)
+ elif isinstance(model, IAIOnnxRuntimeModel):
+ return _calc_onnx_model_by_data(model)
else:
return 0
@@ -382,6 +397,12 @@ def _calc_model_by_data(model) -> int:
return mem
+def _calc_onnx_model_by_data(model) -> int:
+ tensor_size = model.tensors.size() * 2 # The session doubles this
+ mem = tensor_size # in bytes
+ return mem
+
+
def _fast_safetensors_reader(path: str):
checkpoint = dict()
device = torch.device("meta")
@@ -449,3 +470,208 @@ class SilenceWarnings(object):
transformers_logging.set_verbosity(self.transformers_verbosity)
diffusers_logging.set_verbosity(self.diffusers_verbosity)
warnings.simplefilter("default")
+
+
+ONNX_WEIGHTS_NAME = "model.onnx"
+
+
+class IAIOnnxRuntimeModel:
+ class _tensor_access:
+ def __init__(self, model):
+ self.model = model
+ self.indexes = dict()
+ for idx, obj in enumerate(self.model.proto.graph.initializer):
+ self.indexes[obj.name] = idx
+
+ def __getitem__(self, key: str):
+ value = self.model.proto.graph.initializer[self.indexes[key]]
+ return numpy_helper.to_array(value)
+
+ def __setitem__(self, key: str, value: np.ndarray):
+ new_node = numpy_helper.from_array(value)
+ # set_external_data(new_node, location="in-memory-location")
+ new_node.name = key
+ # new_node.ClearField("raw_data")
+ del self.model.proto.graph.initializer[self.indexes[key]]
+ self.model.proto.graph.initializer.insert(self.indexes[key], new_node)
+ # self.model.data[key] = OrtValue.ortvalue_from_numpy(value)
+
+ # __delitem__
+
+ def __contains__(self, key: str):
+ return self.indexes[key] in self.model.proto.graph.initializer
+
+ def items(self):
+ raise NotImplementedError("tensor.items")
+ # return [(obj.name, obj) for obj in self.raw_proto]
+
+ def keys(self):
+ return self.indexes.keys()
+
+ def values(self):
+ raise NotImplementedError("tensor.values")
+ # return [obj for obj in self.raw_proto]
+
+ def size(self):
+ bytesSum = 0
+ for node in self.model.proto.graph.initializer:
+ bytesSum += sys.getsizeof(node.raw_data)
+ return bytesSum
+
+ class _access_helper:
+ def __init__(self, raw_proto):
+ self.indexes = dict()
+ self.raw_proto = raw_proto
+ for idx, obj in enumerate(raw_proto):
+ self.indexes[obj.name] = idx
+
+ def __getitem__(self, key: str):
+ return self.raw_proto[self.indexes[key]]
+
+ def __setitem__(self, key: str, value):
+ index = self.indexes[key]
+ del self.raw_proto[index]
+ self.raw_proto.insert(index, value)
+
+ # __delitem__
+
+ def __contains__(self, key: str):
+ return key in self.indexes
+
+ def items(self):
+ return [(obj.name, obj) for obj in self.raw_proto]
+
+ def keys(self):
+ return self.indexes.keys()
+
+ def values(self):
+ return [obj for obj in self.raw_proto]
+
+ def __init__(self, model_path: str, provider: Optional[str]):
+ self.path = model_path
+ self.session = None
+ self.provider = provider
+ """
+ self.data_path = self.path + "_data"
+ if not os.path.exists(self.data_path):
+ print(f"Moving model tensors to separate file: {self.data_path}")
+ tmp_proto = onnx.load(model_path, load_external_data=True)
+ onnx.save_model(tmp_proto, self.path, save_as_external_data=True, all_tensors_to_one_file=True, location=os.path.basename(self.data_path), size_threshold=1024, convert_attribute=False)
+ del tmp_proto
+ gc.collect()
+
+ self.proto = onnx.load(model_path, load_external_data=False)
+ """
+
+ self.proto = onnx.load(model_path, load_external_data=True)
+ # self.data = dict()
+ # for tensor in self.proto.graph.initializer:
+ # name = tensor.name
+
+ # if tensor.HasField("raw_data"):
+ # npt = numpy_helper.to_array(tensor)
+ # orv = OrtValue.ortvalue_from_numpy(npt)
+ # # self.data[name] = orv
+ # # set_external_data(tensor, location="in-memory-location")
+ # tensor.name = name
+ # # tensor.ClearField("raw_data")
+
+ self.nodes = self._access_helper(self.proto.graph.node)
+ # self.initializers = self._access_helper(self.proto.graph.initializer)
+ # print(self.proto.graph.input)
+ # print(self.proto.graph.initializer)
+
+ self.tensors = self._tensor_access(self)
+
+ # TODO: integrate with model manager/cache
+ def create_session(self, height=None, width=None):
+ if self.session is None or self.session_width != width or self.session_height != height:
+ # onnx.save(self.proto, "tmp.onnx")
+ # onnx.save_model(self.proto, "tmp.onnx", save_as_external_data=True, all_tensors_to_one_file=True, location="tmp.onnx_data", size_threshold=1024, convert_attribute=False)
+ # TODO: something to be able to get weight when they already moved outside of model proto
+ # (trimmed_model, external_data) = buffer_external_data_tensors(self.proto)
+ sess = SessionOptions()
+ # self._external_data.update(**external_data)
+ # sess.add_external_initializers(list(self.data.keys()), list(self.data.values()))
+ # sess.enable_profiling = True
+
+ # sess.intra_op_num_threads = 1
+ # sess.inter_op_num_threads = 1
+ # sess.execution_mode = ExecutionMode.ORT_SEQUENTIAL
+ # sess.graph_optimization_level = GraphOptimizationLevel.ORT_ENABLE_ALL
+ # sess.enable_cpu_mem_arena = True
+ # sess.enable_mem_pattern = True
+ # sess.add_session_config_entry("session.intra_op.use_xnnpack_threadpool", "1") ########### It's the key code
+ self.session_height = height
+ self.session_width = width
+ if height and width:
+ sess.add_free_dimension_override_by_name("unet_sample_batch", 2)
+ sess.add_free_dimension_override_by_name("unet_sample_channels", 4)
+ sess.add_free_dimension_override_by_name("unet_hidden_batch", 2)
+ sess.add_free_dimension_override_by_name("unet_hidden_sequence", 77)
+ sess.add_free_dimension_override_by_name("unet_sample_height", self.session_height)
+ sess.add_free_dimension_override_by_name("unet_sample_width", self.session_width)
+ sess.add_free_dimension_override_by_name("unet_time_batch", 1)
+ providers = []
+ if self.provider:
+ providers.append(self.provider)
+ else:
+ providers = get_available_providers()
+ if "TensorrtExecutionProvider" in providers:
+ providers.remove("TensorrtExecutionProvider")
+ try:
+ self.session = InferenceSession(self.proto.SerializeToString(), providers=providers, sess_options=sess)
+ except Exception as e:
+ raise e
+ # self.session = InferenceSession("tmp.onnx", providers=[self.provider], sess_options=self.sess_options)
+ # self.io_binding = self.session.io_binding()
+
+ def release_session(self):
+ self.session = None
+ import gc
+
+ gc.collect()
+ return
+
+ def __call__(self, **kwargs):
+ if self.session is None:
+ raise Exception("You should call create_session before running model")
+
+ inputs = {k: np.array(v) for k, v in kwargs.items()}
+ output_names = self.session.get_outputs()
+ # for k in inputs:
+ # self.io_binding.bind_cpu_input(k, inputs[k])
+ # for name in output_names:
+ # self.io_binding.bind_output(name.name)
+ # self.session.run_with_iobinding(self.io_binding, None)
+ # return self.io_binding.copy_outputs_to_cpu()
+ return self.session.run(None, inputs)
+
+ # compatability with diffusers load code
+ @classmethod
+ def from_pretrained(
+ cls,
+ model_id: Union[str, Path],
+ subfolder: Union[str, Path] = None,
+ file_name: Optional[str] = None,
+ provider: Optional[str] = None,
+ sess_options: Optional["SessionOptions"] = None,
+ **kwargs,
+ ):
+ file_name = file_name or ONNX_WEIGHTS_NAME
+
+ if os.path.isdir(model_id):
+ model_path = model_id
+ if subfolder is not None:
+ model_path = os.path.join(model_path, subfolder)
+ model_path = os.path.join(model_path, file_name)
+
+ else:
+ model_path = model_id
+
+ # load model from local directory
+ if not os.path.isfile(model_path):
+ raise Exception(f"Model not found: {model_path}")
+
+ # TODO: session options
+ return cls(model_path, provider=provider)
diff --git a/invokeai/backend/model_management/models/stable_diffusion_onnx.py b/invokeai/backend/model_management/models/stable_diffusion_onnx.py
new file mode 100644
index 0000000000..03693e2c3e
--- /dev/null
+++ b/invokeai/backend/model_management/models/stable_diffusion_onnx.py
@@ -0,0 +1,157 @@
+import os
+import json
+from enum import Enum
+from pydantic import Field
+from pathlib import Path
+from typing import Literal, Optional, Union
+from .base import (
+ ModelBase,
+ ModelConfigBase,
+ BaseModelType,
+ ModelType,
+ SubModelType,
+ ModelVariantType,
+ DiffusersModel,
+ SchedulerPredictionType,
+ SilenceWarnings,
+ read_checkpoint_meta,
+ classproperty,
+ OnnxRuntimeModel,
+ IAIOnnxRuntimeModel,
+)
+from invokeai.app.services.config import InvokeAIAppConfig
+
+
+class StableDiffusionOnnxModelFormat(str, Enum):
+ Olive = "olive"
+ Onnx = "onnx"
+
+
+class ONNXStableDiffusion1Model(DiffusersModel):
+ class Config(ModelConfigBase):
+ model_format: Literal[StableDiffusionOnnxModelFormat.Onnx]
+ variant: ModelVariantType
+
+ def __init__(self, model_path: str, base_model: BaseModelType, model_type: ModelType):
+ assert base_model == BaseModelType.StableDiffusion1
+ assert model_type == ModelType.ONNX
+ super().__init__(
+ model_path=model_path,
+ base_model=BaseModelType.StableDiffusion1,
+ model_type=ModelType.ONNX,
+ )
+
+ for child_name, child_type in self.child_types.items():
+ if child_type is OnnxRuntimeModel:
+ self.child_types[child_name] = IAIOnnxRuntimeModel
+
+ # TODO: check that no optimum models provided
+
+ @classmethod
+ def probe_config(cls, path: str, **kwargs):
+ model_format = cls.detect_format(path)
+ in_channels = 4 # TODO:
+
+ if in_channels == 9:
+ variant = ModelVariantType.Inpaint
+ elif in_channels == 4:
+ variant = ModelVariantType.Normal
+ else:
+ raise Exception("Unkown stable diffusion 1.* model format")
+
+ return cls.create_config(
+ path=path,
+ model_format=model_format,
+ variant=variant,
+ )
+
+ @classproperty
+ def save_to_config(cls) -> bool:
+ return True
+
+ @classmethod
+ def detect_format(cls, model_path: str):
+ # TODO: Detect onnx vs olive
+ return StableDiffusionOnnxModelFormat.Onnx
+
+ @classmethod
+ def convert_if_required(
+ cls,
+ model_path: str,
+ output_path: str,
+ config: ModelConfigBase,
+ base_model: BaseModelType,
+ ) -> str:
+ return model_path
+
+
+class ONNXStableDiffusion2Model(DiffusersModel):
+ # TODO: check that configs overwriten properly
+ class Config(ModelConfigBase):
+ model_format: Literal[StableDiffusionOnnxModelFormat.Onnx]
+ variant: ModelVariantType
+ prediction_type: SchedulerPredictionType
+ upcast_attention: bool
+
+ def __init__(self, model_path: str, base_model: BaseModelType, model_type: ModelType):
+ assert base_model == BaseModelType.StableDiffusion2
+ assert model_type == ModelType.ONNX
+ super().__init__(
+ model_path=model_path,
+ base_model=BaseModelType.StableDiffusion2,
+ model_type=ModelType.ONNX,
+ )
+
+ for child_name, child_type in self.child_types.items():
+ if child_type is OnnxRuntimeModel:
+ self.child_types[child_name] = IAIOnnxRuntimeModel
+ # TODO: check that no optimum models provided
+
+ @classmethod
+ def probe_config(cls, path: str, **kwargs):
+ model_format = cls.detect_format(path)
+ in_channels = 4 # TODO:
+
+ if in_channels == 9:
+ variant = ModelVariantType.Inpaint
+ elif in_channels == 5:
+ variant = ModelVariantType.Depth
+ elif in_channels == 4:
+ variant = ModelVariantType.Normal
+ else:
+ raise Exception("Unkown stable diffusion 2.* model format")
+
+ if variant == ModelVariantType.Normal:
+ prediction_type = SchedulerPredictionType.VPrediction
+ upcast_attention = True
+
+ else:
+ prediction_type = SchedulerPredictionType.Epsilon
+ upcast_attention = False
+
+ return cls.create_config(
+ path=path,
+ model_format=model_format,
+ variant=variant,
+ prediction_type=prediction_type,
+ upcast_attention=upcast_attention,
+ )
+
+ @classproperty
+ def save_to_config(cls) -> bool:
+ return True
+
+ @classmethod
+ def detect_format(cls, model_path: str):
+ # TODO: Detect onnx vs olive
+ return StableDiffusionOnnxModelFormat.Onnx
+
+ @classmethod
+ def convert_if_required(
+ cls,
+ model_path: str,
+ output_path: str,
+ config: ModelConfigBase,
+ base_model: BaseModelType,
+ ) -> str:
+ return model_path
diff --git a/invokeai/frontend/web/config/vite.package.config.ts b/invokeai/frontend/web/config/vite.package.config.ts
index 0dcccab086..d605b51c67 100644
--- a/invokeai/frontend/web/config/vite.package.config.ts
+++ b/invokeai/frontend/web/config/vite.package.config.ts
@@ -21,7 +21,7 @@ export const packageConfig: UserConfig = {
fileName: (format) => `invoke-ai-ui.${format}.js`,
},
rollupOptions: {
- external: ['react', 'react-dom', '@emotion/react'],
+ external: ['react', 'react-dom', '@emotion/react', '@chakra-ui/react'],
output: {
globals: {
react: 'React',
diff --git a/invokeai/frontend/web/dist/assets/App-44cdaaf3.js b/invokeai/frontend/web/dist/assets/App-44cdaaf3.js
new file mode 100644
index 0000000000..801b048b3a
--- /dev/null
+++ b/invokeai/frontend/web/dist/assets/App-44cdaaf3.js
@@ -0,0 +1,169 @@
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i.jsxs(F,{flexDirection:"column",rowGap:4,width:"100%",children:[i.jsxs(F,{flexDirection:"column",children:[i.jsx(qe,{fontSize:"lg",fontWeight:"bold",children:n.model_name}),i.jsxs(qe,{fontSize:"sm",color:"base.400",children:[Qn[n.base_model]," Model"]})]}),i.jsx(Pi,{}),i.jsx("form",{onSubmit:c.onSubmit(p=>d(p)),children:i.jsxs(F,{flexDirection:"column",overflowY:"scroll",gap:4,children:[i.jsx(br,{label:a("modelManager.name"),...c.getInputProps("model_name")}),i.jsx(br,{label:a("modelManager.description"),...c.getInputProps("description")}),i.jsx(Xd,{required:!0,...c.getInputProps("base_model")}),i.jsx(lg,{required:!0,...c.getInputProps("variant")}),i.jsx(br,{required:!0,label:a("modelManager.modelLocation"),...c.getInputProps("path")}),i.jsx(br,{label:a("modelManager.vaeLocation"),...c.getInputProps("vae")}),i.jsx(Jt,{type:"submit",isDisabled:t||o,isLoading:o,children:a("modelManager.updateModel")})]})})]})}function Mse(e){const t=z(Cr),{model:n}=e,[r,{isLoading:o}]=EM(),s=te(),{t:a}=ye(),c=wl({initialValues:{model_name:n.model_name?n.model_name:"",base_model:n.base_model,model_type:"lora",path:n.path?n.path:"",description:n.description?n.description:"",model_format:n.model_format},validate:{path:p=>p.trim().length===0?"Must provide a path":null}}),d=f.useCallback(p=>{const h={base_model:n.base_model,model_name:n.model_name,body:p};r(h).unwrap().then(m=>{c.setValues(m),s(On(Mn({title:a("modelManager.modelUpdated"),status:"success"})))}).catch(m=>{c.reset(),s(On(Mn({title:a("modelManager.modelUpdateFailed"),status:"error"})))})},[s,c,n.base_model,n.model_name,a,r]);return i.jsxs(F,{flexDirection:"column",rowGap:4,width:"100%",children:[i.jsxs(F,{flexDirection:"column",children:[i.jsx(qe,{fontSize:"lg",fontWeight:"bold",children:n.model_name}),i.jsxs(qe,{fontSize:"sm",color:"base.400",children:[Qn[n.base_model]," Model ⋅"," ",OM[n.model_format]," 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i.jsxs(F,{sx:{gap:2,alignItems:"center",w:"full"},children:[i.jsx(F,{as:Jt,isChecked:c,sx:{justifyContent:"start",p:2,borderRadius:"base",w:"full",alignItems:"center",bg:c?"accent.400":"base.100",color:c?"base.50":"base.800",_hover:{bg:c?"accent.500":"base.300",color:c?"base.50":"base.800"},_dark:{color:c?"base.50":"base.100",bg:c?"accent.600":"base.850",_hover:{color:c?"base.50":"base.100",bg:c?"accent.550":"base.700"}}},onClick:p,children:i.jsxs(F,{gap:4,alignItems:"center",children:[i.jsx(ml,{minWidth:14,p:.5,fontSize:"sm",variant:"solid",children:DM[a.base_model]}),i.jsx(wn,{label:a.description,hasArrow:!0,placement:"bottom",children:i.jsx(qe,{sx:{fontWeight:500},children:a.model_name})})]})}),i.jsx(ix,{title:n("modelManager.deleteModel"),acceptCallback:h,acceptButtonText:n("modelManager.delete"),triggerComponent:i.jsx(Le,{icon:i.jsx(oU,{}),"aria-label":n("modelManager.deleteConfig"),isDisabled:t,colorScheme:"error"}),children:i.jsxs(F,{rowGap:4,flexDirection:"column",children:[i.jsx("p",{style:{fontWeight:"bold"},children:n("modelManager.deleteMsg1")}),i.jsx("p",{children:n("modelManager.deleteMsg2")})]})})]})}const Dse=e=>{const{selectedModelId:t,setSelectedModelId:n}=e,{t:r}=ye(),[o,s]=f.useState(""),[a,c]=f.useState("images"),{filteredDiffusersModels:d}=na(qi,{selectFromResult:({data:w})=>({filteredDiffusersModels:Cu(w,"main","diffusers",o)})}),{filteredCheckpointModels:p}=na(qi,{selectFromResult:({data:w})=>({filteredCheckpointModels:Cu(w,"main","checkpoint",o)})}),{filteredLoraModels:h}=cm(void 0,{selectFromResult:({data:w})=>({filteredLoraModels:Cu(w,"lora",void 0,o)})}),{filteredOnnxModels:m}=Fp(qi,{selectFromResult:({data:w})=>({filteredOnnxModels:Cu(w,"onnx","onnx",o)})}),{filteredOliveModels:v}=Fp(qi,{selectFromResult:({data:w})=>({filteredOliveModels:Cu(w,"onnx","olive",o)})}),b=f.useCallback(w=>{s(w.target.value)},[]);return 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+ * @license React
+ * react-reconciler.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * This source code is licensed under the MIT license found in the
+ * LICENSE file in the root directory of this source tree.
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+ * react-reconciler-constants.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * This source code is licensed under the MIT license found in the
+ * LICENSE file in the root directory of this source tree.
+ */Sl.ConcurrentRoot=1;Sl.ContinuousEventPriority=4;Sl.DefaultEventPriority=16;Sl.DiscreteEventPriority=1;Sl.IdleEventPriority=536870912;Sl.LegacyRoot=0;d8.exports=Sl;var f8=d8.exports;const l_={children:!0,ref:!0,key:!0,style:!0,forwardedRef:!0,unstable_applyCache:!0,unstable_applyDrawHitFromCache:!0};let c_=!1,u_=!1;const dx=".react-konva-event",Uie=`ReactKonva: You have a Konva node with draggable = true and position defined but no onDragMove or onDragEnd events are handled.
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+Consider to add onDragMove or onDragEnd events.
+For more info see: https://github.com/konvajs/react-konva/issues/256
+`,Gie=`ReactKonva: You are using "zIndex" attribute for a Konva node.
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wue=fe([mn,lr,vo],(e,t,n)=>{const{isProcessing:r}=n,{tool:o}=e;return{tool:o,isStaging:t,isProcessing:r}},{memoizeOptions:{resultEqualityCheck:Zt}}),Sue=()=>{const e=te(),{t}=ye(),{tool:n,isStaging:r}=z(wue);rt(["b"],()=>{o()},{enabled:()=>!r,preventDefault:!0},[]),rt(["e"],()=>{s()},{enabled:()=>!r,preventDefault:!0},[n]),rt(["c"],()=>{a()},{enabled:()=>!r,preventDefault:!0},[n]),rt(["shift+f"],()=>{c()},{enabled:()=>!r,preventDefault:!0}),rt(["delete","backspace"],()=>{d()},{enabled:()=>!r,preventDefault:!0});const o=()=>e(ea("brush")),s=()=>e(ea("eraser")),a=()=>e(ea("colorPicker")),c=()=>e(C5()),d=()=>e(k5());return i.jsxs(F,{flexDirection:"column",gap:2,children:[i.jsxs(rr,{children:[i.jsx(Le,{"aria-label":`${t("unifiedCanvas.brush")} (B)`,tooltip:`${t("unifiedCanvas.brush")} (B)`,icon:i.jsx(_P,{}),isChecked:n==="brush"&&!r,onClick:o,isDisabled:r}),i.jsx(Le,{"aria-label":`${t("unifiedCanvas.eraser")} (E)`,tooltip:`${t("unifiedCanvas.eraser")} 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i.jsxs(Ro,{label:e("parameters.seamCorrectionHeader"),children:[i.jsx(Uue,{}),i.jsx(Vue,{}),i.jsx(que,{}),i.jsx(Gue,{})]})},Xue=f.memo(Kue),Yue=fe([Ye,lr],({canvas:e,generation:t},n)=>{const{boundingBoxDimensions:r}=e,{aspectRatio:o}=t;return{boundingBoxDimensions:r,isStaging:n,aspectRatio:o}},Ge),Que=()=>{const e=te(),{boundingBoxDimensions:t,isStaging:n,aspectRatio:r}=z(Yue),{t:o}=ye(),s=c=>{if(e(Js({...t,height:Math.floor(c)})),r){const d=Ss(c*r,64);e(Js({width:d,height:Math.floor(c)}))}},a=()=>{if(e(Js({...t,height:Math.floor(512)})),r){const c=Ss(512*r,64);e(Js({width:c,height:Math.floor(512)}))}};return 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i.jsxs(F,{sx:{gap:2,p:4,borderRadius:4,flexDirection:"column",w:"full",bg:"base.150",_dark:{bg:"base.750"}},children:[i.jsxs(F,{alignItems:"center",gap:2,children:[i.jsx(qe,{sx:{fontSize:"sm",width:"full",color:"base.700",_dark:{color:"base.300"}},children:t("parameters.aspectRatio")}),i.jsx(hl,{}),i.jsx(TO,{}),i.jsx(Le,{tooltip:t("ui.swapSizes"),"aria-label":t("ui.swapSizes"),size:"sm",icon:i.jsx(pO,{}),fontSize:20,onClick:()=>e(zD())})]}),i.jsx(tde,{}),i.jsx(Jue,{})]})}const nde=fe(Ye,({ui:e,generation:t})=>{const{shouldUseSliders:n}=e,{shouldRandomizeSeed:r}=t;return{shouldUseSliders:n,activeLabel:r?void 0:"Manual Seed"}},Ge),rde=()=>{const{shouldUseSliders:e,activeLabel:t}=z(nde);return i.jsx(Ro,{label:"General",activeLabel:t,defaultIsOpen:!0,children:i.jsxs(F,{sx:{flexDirection:"column",gap:3},children:[e?i.jsxs(i.Fragment,{children:[i.jsx(wi,{}),i.jsx(Ci,{}),i.jsx(xi,{}),i.jsx(Si,{}),i.jsx(Ee,{pt:2,children:i.jsx(ki,{})}),i.jsx(y_,{})]}):i.jsxs(i.Fragment,{children:[i.jsxs(F,{gap:3,children:[i.jsx(wi,{}),i.jsx(Ci,{}),i.jsx(xi,{})]}),i.jsx(Si,{}),i.jsx(Ee,{pt:2,children:i.jsx(ki,{})}),i.jsx(y_,{})]}),i.jsx(VO,{})]})})},ode=f.memo(rde),P8=()=>i.jsxs(i.Fragment,{children:[i.jsx(ax,{}),i.jsx(qd,{}),i.jsx(ode,{}),i.jsx(ox,{}),i.jsx(nx,{}),i.jsx(Ud,{}),i.jsx(sx,{}),i.jsx(Xue,{}),i.jsx(Wue,{}),i.jsx(rx,{})]}),sde=()=>i.jsxs(F,{sx:{gap:4,w:"full",h:"full"},children:[i.jsx(tx,{children:i.jsx(P8,{})}),i.jsx(Pue,{})]}),ade=f.memo(sde),ide=[{id:"txt2img",translationKey:"common.txt2img",icon:i.jsx(no,{as:pW,sx:{boxSize:6,pointerEvents:"none"}}),content:i.jsx(Bie,{})},{id:"img2img",translationKey:"common.img2img",icon:i.jsx(no,{as:ll,sx:{boxSize:6,pointerEvents:"none"}}),content:i.jsx(Boe,{})},{id:"unifiedCanvas",translationKey:"common.unifiedCanvas",icon:i.jsx(no,{as:Nee,sx:{boxSize:6,pointerEvents:"none"}}),content:i.jsx(ade,{})},{id:"nodes",translationKey:"common.nodes",icon:i.jsx(no,{as:Tee,sx:{boxSize:6,pointerEvents:"none"}}),content:i.jsx(Nie,{})},{id:"modelManager",translationKey:"modelManager.modelManager",icon:i.jsx(no,{as:aW,sx:{boxSize:6,pointerEvents:"none"}}),content:i.jsx(Lse,{})}],lde=fe([hO,vo],(e,t)=>{const{disabledTabs:n}=e,{isNodesEnabled:r}=t;return 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i.jsxs(Td,{defaultIndex:e,index:e,onChange:w,sx:{flexGrow:1,gap:4},isLazy:!0,children:[i.jsxs(Nd,{sx:{pt:2,gap:4,flexDir:"column"},children:[h,i.jsx(hl,{}),i.jsx(Fee,{})]}),i.jsxs(Qy,{id:"app",autoSaveId:"app",direction:"horizontal",style:{height:"100%",width:"100%"},children:[i.jsx(pd,{id:"main",children:i.jsx(Mm,{style:{height:"100%",width:"100%"},children:m})}),r&&s&&!j8.includes(t)&&i.jsxs(i.Fragment,{children:[i.jsx(LO,{}),i.jsx(pd,{ref:v,onResize:d,id:"gallery",order:3,defaultSize:b>yv&&b<100?b:yv,minSize:b,maxSize:50,children:i.jsx(uO,{})})]})]})]})},dde=f.memo(ude),fde=fe([Kn,La],(e,t)=>{const{shouldPinGallery:n,shouldShowGallery:r}=t;return{shouldPinGallery:n,shouldShowGalleryButton:j8.includes(e)?!1:!r}},{memoizeOptions:{resultEqualityCheck:Zt}}),pde=()=>{const{t:e}=ye(),{shouldPinGallery:t,shouldShowGalleryButton:n}=z(fde),r=te(),o=()=>{r(Dv(!0)),t&&r(ko())};return n?i.jsx(Le,{tooltip:"Show Gallery 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t?null:i.jsx(pP,{direction:"left",isResizable:!1,isOpen:n,onClose:o,children:i.jsxs(F,{sx:{flexDir:"column",h:"full",w:ex,gap:2,position:"relative",flexShrink:0,overflowY:"auto"},children:[i.jsxs(F,{paddingBottom:4,justifyContent:"space-between",alignItems:"center",children:[i.jsx(fO,{}),i.jsx(zO,{})]}),i.jsx(F,{sx:{gap:2,flexDirection:"column",h:"full",w:"full"},children:a})]})})},xde=f.memo(yde),wde=()=>{const{data:e,isFetching:t}=am(),{isOpen:n,onClose:r,handleAddToBoard:o,image:s}=f.useContext(H_),[a,c]=f.useState(),d=f.useRef(null),p=e==null?void 0:e.find(h=>h.board_id===(s==null?void 0:s.board_id));return i.jsx(Md,{isOpen:n,leastDestructiveRef:d,onClose:r,isCentered:!0,children:i.jsx(Da,{children:i.jsxs(Dd,{children:[i.jsx(Ma,{fontSize:"lg",fontWeight:"bold",children:p?"Move Image to Board":"Add Image to Board"}),i.jsx(Aa,{children:i.jsx(Ee,{children:i.jsxs(F,{direction:"column",gap:3,children:[p&&i.jsxs(qe,{children:["Moving this image from"," 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rt("*",()=>{lP("shift")?!t&&e(jo(!0)):t&&e(jo(!1))},{keyup:!0,keydown:!0},[t]),rt("o",()=>{e(HD()),o==="unifiedCanvas"&&n&&e(ko())}),rt(["shift+o"],()=>{e(WD()),o==="unifiedCanvas"&&e(ko())}),rt("g",()=>{e(VD()),o==="unifiedCanvas"&&r&&e(ko())}),rt(["shift+g"],()=>{e(L_()),o==="unifiedCanvas"&&e(ko())}),rt("1",()=>{e(Xl("txt2img"))}),rt("2",()=>{e(Xl("img2img"))}),rt("3",()=>{e(Xl("unifiedCanvas"))}),rt("4",()=>{e(Xl("nodes"))}),null},_de=f.memo(kde),Pde={},jde=({config:e=Pde,headerComponent:t})=>{const n=z(Y6),r=gF(),o=te();return f.useEffect(()=>{Bn.changeLanguage(n)},[n]),f.useEffect(()=>{Z_(e)&&(r.info({namespace:"App",config:e},"Received config"),o(UD(e)))},[o,e,r]),f.useEffect(()=>{o(GD())},[o]),i.jsxs(i.Fragment,{children:[i.jsxs(sl,{w:"100vw",h:"100vh",position:"relative",overflow:"hidden",children:[i.jsx(jH,{children:i.jsxs(sl,{sx:{gap:4,p:4,gridAutoRows:"min-content 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diff --git a/invokeai/frontend/web/dist/assets/App-ea7b7298.js b/invokeai/frontend/web/dist/assets/App-ea7b7298.js
deleted file mode 100644
index 7ee60151ee..0000000000
--- a/invokeai/frontend/web/dist/assets/App-ea7b7298.js
+++ /dev/null
@@ -1,169 +0,0 @@
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i.jsxs(Ee,{position:"relative",children:[i.jsx(ho,{children:d&&i.jsx(Ee,{sx:{position:"absolute",left:"3",w:"94%",top:"-17px"},children:i.jsx(O8,{})})}),i.jsx(mo,{children:i.jsx(eg,{isOpen:r,onClose:o,onSelect:h,children:i.jsx(Jm,{id:"prompt",name:"prompt",ref:n,value:a,placeholder:"Negative Style Prompt",onChange:p,onKeyDown:v,resize:"vertical",fontSize:"sm",minH:16})})}),!r&&m&&i.jsx(Ee,{sx:{position:"absolute",top:0,insetInlineEnd:0},children:i.jsx(Zm,{onClick:s})})]})},Lte=fe([Xe,Kn],({sdxl:e},t)=>{const{positiveStylePrompt:n,shouldConcatSDXLStylePrompt:r}=e;return{prompt:n,shouldConcatSDXLStylePrompt:r,activeTabName:t}},{memoizeOptions:{resultEqualityCheck:Jt}}),Bte=()=>{const e=te(),t=Hd(),n=f.useRef(null),{isOpen:r,onClose:o,onOpen:s}=ss(),{prompt:a,activeTabName:c,shouldConcatSDXLStylePrompt:d}=z(Lte),p=f.useCallback(b=>{e(Tu(b.target.value))},[e]),h=f.useCallback(b=>{if(!n.current)return;const w=n.current.selectionStart;if(w===void 0)return;let 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- * @license React
- * react-reconciler-constants.production.min.js
- *
- * Copyright (c) Facebook, Inc. and its affiliates.
- *
- * This source code is licensed under the MIT license found in the
- * LICENSE file in the root directory of this source tree.
- */wl.ConcurrentRoot=1;wl.ContinuousEventPriority=4;wl.DefaultEventPriority=16;wl.DiscreteEventPriority=1;wl.IdleEventPriority=536870912;wl.LegacyRoot=0;uO.exports=wl;var dO=uO.exports;const i_={children:!0,ref:!0,key:!0,style:!0,forwardedRef:!0,unstable_applyCache:!0,unstable_applyDrawHitFromCache:!0};let l_=!1,c_=!1;const ux=".react-konva-event",Vie=`ReactKonva: You have a Konva node with draggable = true and position defined but no onDragMove or onDragEnd events are handled.
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i.jsx(Le,{"aria-label":t("unifiedCanvas.clearCanvas"),tooltip:t("unifiedCanvas.clearCanvas"),icon:i.jsx(us,{}),onClick:r,isDisabled:n,colorScheme:"error"})}function bue(){const e=Ea(),t=te(),{t:n}=ye();rt(["r"],()=>{o()},{enabled:()=>!0,preventDefault:!0},[e]);const r=xO(()=>o(!1),()=>o(!0)),o=(s=!1)=>{const a=Ea();if(!a)return;const c=a.getClientRect({skipTransform:!0});t(k5({contentRect:c,shouldScaleTo1:s}))};return i.jsx(Le,{"aria-label":`${n("unifiedCanvas.resetView")} (R)`,tooltip:`${n("unifiedCanvas.resetView")} (R)`,icon:i.jsx(vP,{}),onClick:r})}function yue(){const e=z(ir),t=Ea(),n=z(a=>a.system.isProcessing),r=te(),{t:o}=ye();rt(["shift+s"],()=>{s()},{enabled:()=>!e,preventDefault:!0},[t,n]);const s=()=>{r(P5())};return i.jsx(Le,{"aria-label":`${o("unifiedCanvas.saveToGallery")} (Shift+S)`,tooltip:`${o("unifiedCanvas.saveToGallery")} (Shift+S)`,icon:i.jsx(Im,{}),onClick:s,isDisabled:e})}const xue=fe([mn,ir,go],(e,t,n)=>{const{isProcessing:r}=n,{tool:o}=e;return{tool:o,isStaging:t,isProcessing:r}},{memoizeOptions:{resultEqualityCheck:Jt}}),wue=()=>{const e=te(),{t}=ye(),{tool:n,isStaging:r}=z(xue);rt(["b"],()=>{o()},{enabled:()=>!r,preventDefault:!0},[]),rt(["e"],()=>{s()},{enabled:()=>!r,preventDefault:!0},[n]),rt(["c"],()=>{a()},{enabled:()=>!r,preventDefault:!0},[n]),rt(["shift+f"],()=>{c()},{enabled:()=>!r,preventDefault:!0}),rt(["delete","backspace"],()=>{d()},{enabled:()=>!r,preventDefault:!0});const o=()=>e(ea("brush")),s=()=>e(ea("eraser")),a=()=>e(ea("colorPicker")),c=()=>e(S5()),d=()=>e(C5());return i.jsxs(F,{flexDirection:"column",gap:2,children:[i.jsxs(nr,{children:[i.jsx(Le,{"aria-label":`${t("unifiedCanvas.brush")} (B)`,tooltip:`${t("unifiedCanvas.brush")} (B)`,icon:i.jsx(kP,{}),isChecked:n==="brush"&&!r,onClick:o,isDisabled:r}),i.jsx(Le,{"aria-label":`${t("unifiedCanvas.eraser")} (E)`,tooltip:`${t("unifiedCanvas.eraser")} 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diff --git a/invokeai/frontend/web/dist/assets/MantineProvider-ae002ae6.js b/invokeai/frontend/web/dist/assets/MantineProvider-b20a2267.js
similarity index 99%
rename from invokeai/frontend/web/dist/assets/MantineProvider-ae002ae6.js
rename to invokeai/frontend/web/dist/assets/MantineProvider-b20a2267.js
index 3f276d2b7d..644c027f81 100644
--- a/invokeai/frontend/web/dist/assets/MantineProvider-ae002ae6.js
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diff --git a/invokeai/frontend/web/dist/assets/ThemeLocaleProvider-b9d3eb39.js b/invokeai/frontend/web/dist/assets/ThemeLocaleProvider-a4dc3f38.js
similarity index 99%
rename from invokeai/frontend/web/dist/assets/ThemeLocaleProvider-b9d3eb39.js
rename to invokeai/frontend/web/dist/assets/ThemeLocaleProvider-a4dc3f38.js
index d6a4b0a492..9336be16fa 100644
--- a/invokeai/frontend/web/dist/assets/ThemeLocaleProvider-b9d3eb39.js
+++ b/invokeai/frontend/web/dist/assets/ThemeLocaleProvider-a4dc3f38.js
@@ -1,4 +1,4 @@
-import{A as m,f_ as Je,z as y,a4 as Ka,f$ as Xa,af as va,aj as d,g0 as b,g1 as t,g2 as Ya,g3 as h,g4 as ua,g5 as Ja,g6 as Qa,aI as Za,g7 as et,ad as rt,g8 as at}from"./index-9bb68e3a.js";import{s as fa,n as o,t as tt,o as ha,p as ot,q as ma,v as ga,w as ya,x as it,y as Sa,z as pa,A as xr,B as nt,D as lt,E as st,F as xa,G as $a,H as ka,J as dt,K as _a,L as ct,M as bt,N as vt,O as ut,Q as wa,R as ft,S as ht,T as mt,U as gt,V as yt,W as St,e as pt,X as xt}from"./MantineProvider-ae002ae6.js";var za=String.raw,Ca=za`
+import{A as m,f$ as Je,z as y,a4 as Ka,g0 as Xa,af as va,aj as d,g1 as b,g2 as t,g3 as Ya,g4 as h,g5 as ua,g6 as Ja,g7 as Qa,aI as Za,g8 as et,ad as rt,g9 as at}from"./index-18f2f740.js";import{s as fa,n as o,t as tt,o as ha,p as ot,q as ma,v as ga,w as ya,x as it,y as Sa,z as pa,A as xr,B as nt,D as lt,E as st,F as xa,G as $a,H as ka,J as dt,K as _a,L as ct,M as bt,N as vt,O as ut,Q as wa,R as ft,S as ht,T as mt,U as gt,V as yt,W as St,e as pt,X as xt}from"./MantineProvider-b20a2267.js";var za=String.raw,Ca=za`
:root,
:host {
--chakra-vh: 100vh;
diff --git a/invokeai/frontend/web/dist/assets/index-18f2f740.js b/invokeai/frontend/web/dist/assets/index-18f2f740.js
new file mode 100644
index 0000000000..9b01908490
--- /dev/null
+++ b/invokeai/frontend/web/dist/assets/index-18f2f740.js
@@ -0,0 +1,125 @@
+function M8(e,t){for(var n=0;nr[i]})}}}return Object.freeze(Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}))}(function(){const t=document.createElement("link").relList;if(t&&t.supports&&t.supports("modulepreload"))return;for(const i of document.querySelectorAll('link[rel="modulepreload"]'))r(i);new MutationObserver(i=>{for(const o of i)if(o.type==="childList")for(const s of o.addedNodes)s.tagName==="LINK"&&s.rel==="modulepreload"&&r(s)}).observe(document,{childList:!0,subtree:!0});function n(i){const o={};return i.integrity&&(o.integrity=i.integrity),i.referrerPolicy&&(o.referrerPolicy=i.referrerPolicy),i.crossOrigin==="use-credentials"?o.credentials="include":i.crossOrigin==="anonymous"?o.credentials="omit":o.credentials="same-origin",o}function r(i){if(i.ep)return;i.ep=!0;const o=n(i);fetch(i.href,o)}})();var Ee=typeof globalThis<"u"?globalThis:typeof window<"u"?window:typeof global<"u"?global:typeof self<"u"?self:{};function ll(e){return e&&e.__esModule&&Object.prototype.hasOwnProperty.call(e,"default")?e.default:e}function iF(e){if(e.__esModule)return e;var t=e.default;if(typeof t=="function"){var n=function r(){if(this instanceof r){var i=[null];i.push.apply(i,arguments);var o=Function.bind.apply(t,i);return new o}return t.apply(this,arguments)};n.prototype=t.prototype}else n={};return Object.defineProperty(n,"__esModule",{value:!0}),Object.keys(e).forEach(function(r){var i=Object.getOwnPropertyDescriptor(e,r);Object.defineProperty(n,r,i.get?i:{enumerable:!0,get:function(){return e[r]}})}),n}var I8={exports:{}},_y={},N8={exports:{}},Oe={};/**
+ * @license React
+ * react.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * This source code is licensed under the MIT license found in the
+ * LICENSE file in the root directory of this source tree.
+ */var Jf=Symbol.for("react.element"),oF=Symbol.for("react.portal"),sF=Symbol.for("react.fragment"),aF=Symbol.for("react.strict_mode"),lF=Symbol.for("react.profiler"),uF=Symbol.for("react.provider"),cF=Symbol.for("react.context"),dF=Symbol.for("react.forward_ref"),fF=Symbol.for("react.suspense"),hF=Symbol.for("react.memo"),pF=Symbol.for("react.lazy"),D3=Symbol.iterator;function gF(e){return e===null||typeof e!="object"?null:(e=D3&&e[D3]||e["@@iterator"],typeof e=="function"?e:null)}var D8={isMounted:function(){return!1},enqueueForceUpdate:function(){},enqueueReplaceState:function(){},enqueueSetState:function(){}},L8=Object.assign,$8={};function fc(e,t,n){this.props=e,this.context=t,this.refs=$8,this.updater=n||D8}fc.prototype.isReactComponent={};fc.prototype.setState=function(e,t){if(typeof e!="object"&&typeof e!="function"&&e!=null)throw Error("setState(...): takes an object of state variables to update or a function which returns an object of state variables.");this.updater.enqueueSetState(this,e,t,"setState")};fc.prototype.forceUpdate=function(e){this.updater.enqueueForceUpdate(this,e,"forceUpdate")};function F8(){}F8.prototype=fc.prototype;function uw(e,t,n){this.props=e,this.context=t,this.refs=$8,this.updater=n||D8}var cw=uw.prototype=new F8;cw.constructor=uw;L8(cw,fc.prototype);cw.isPureReactComponent=!0;var L3=Array.isArray,B8=Object.prototype.hasOwnProperty,dw={current:null},j8={key:!0,ref:!0,__self:!0,__source:!0};function V8(e,t,n){var r,i={},o=null,s=null;if(t!=null)for(r in t.ref!==void 0&&(s=t.ref),t.key!==void 0&&(o=""+t.key),t)B8.call(t,r)&&!j8.hasOwnProperty(r)&&(i[r]=t[r]);var a=arguments.length-2;if(a===1)i.children=n;else if(1>>1,U=O[j];if(0>>1;ji(X,L))Yi(B,X)?(O[j]=B,O[Y]=L,j=Y):(O[j]=X,O[W]=L,j=W);else if(Yi(B,L))O[j]=B,O[Y]=L,j=Y;else break e}}return D}function i(O,D){var L=O.sortIndex-D.sortIndex;return L!==0?L:O.id-D.id}if(typeof performance=="object"&&typeof performance.now=="function"){var o=performance;e.unstable_now=function(){return o.now()}}else{var s=Date,a=s.now();e.unstable_now=function(){return s.now()-a}}var l=[],u=[],c=1,d=null,f=3,h=!1,p=!1,m=!1,S=typeof setTimeout=="function"?setTimeout:null,y=typeof clearTimeout=="function"?clearTimeout:null,v=typeof setImmediate<"u"?setImmediate:null;typeof navigator<"u"&&navigator.scheduling!==void 0&&navigator.scheduling.isInputPending!==void 0&&navigator.scheduling.isInputPending.bind(navigator.scheduling);function g(O){for(var D=n(u);D!==null;){if(D.callback===null)r(u);else if(D.startTime<=O)r(u),D.sortIndex=D.expirationTime,t(l,D);else break;D=n(u)}}function b(O){if(m=!1,g(O),!p)if(n(l)!==null)p=!0,M(_);else{var D=n(u);D!==null&&N(b,D.startTime-O)}}function _(O,D){p=!1,m&&(m=!1,y(T),T=-1),h=!0;var L=f;try{for(g(D),d=n(l);d!==null&&(!(d.expirationTime>D)||O&&!A());){var j=d.callback;if(typeof j=="function"){d.callback=null,f=d.priorityLevel;var U=j(d.expirationTime<=D);D=e.unstable_now(),typeof U=="function"?d.callback=U:d===n(l)&&r(l),g(D)}else r(l);d=n(l)}if(d!==null)var G=!0;else{var W=n(u);W!==null&&N(b,W.startTime-D),G=!1}return G}finally{d=null,f=L,h=!1}}var w=!1,x=null,T=-1,P=5,E=-1;function A(){return!(e.unstable_now()-EO||125j?(O.sortIndex=L,t(u,O),n(l)===null&&O===n(u)&&(m?(y(T),T=-1):m=!0,N(b,L-j))):(O.sortIndex=U,t(l,O),p||h||(p=!0,M(_))),O},e.unstable_shouldYield=A,e.unstable_wrapCallback=function(O){var D=f;return function(){var L=f;f=D;try{return O.apply(this,arguments)}finally{f=L}}}})(H8);G8.exports=H8;var EF=G8.exports;/**
+ * @license React
+ * react-dom.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
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pi({...this._def,checks:[...this._def.checks,{kind:"toLowerCase"}]}),this.toUpperCase=()=>new pi({...this._def,checks:[...this._def.checks,{kind:"toUpperCase"}]})}_parse(t){if(this._def.coerce&&(t.data=String(t.data)),this._getType(t)!==re.string){const o=this._getOrReturnCtx(t);return oe(o,{code:ee.invalid_type,expected:re.string,received:o.parsedType}),be}const r=new jn;let i;for(const o of this._def.checks)if(o.kind==="min")t.data.lengtho.value&&(i=this._getOrReturnCtx(t,i),oe(i,{code:ee.too_big,maximum:o.value,type:"string",inclusive:!0,exact:!1,message:o.message}),r.dirty());else if(o.kind==="length"){const s=t.data.length>o.value,a=t.data.length"u"?null:t==null?void 0:t.precision,offset:(n=t==null?void 0:t.offset)!==null&&n!==void 0?n:!1,...ge.errToObj(t==null?void 0:t.message)})}regex(t,n){return this._addCheck({kind:"regex",regex:t,...ge.errToObj(n)})}includes(t,n){return this._addCheck({kind:"includes",value:t,position:n==null?void 0:n.position,...ge.errToObj(n==null?void 0:n.message)})}startsWith(t,n){return this._addCheck({kind:"startsWith",value:t,...ge.errToObj(n)})}endsWith(t,n){return this._addCheck({kind:"endsWith",value:t,...ge.errToObj(n)})}min(t,n){return this._addCheck({kind:"min",value:t,...ge.errToObj(n)})}max(t,n){return this._addCheck({kind:"max",value:t,...ge.errToObj(n)})}length(t,n){return this._addCheck({kind:"length",value:t,...ge.errToObj(n)})}get isDatetime(){return!!this._def.checks.find(t=>t.kind==="datetime")}get isEmail(){return!!this._def.checks.find(t=>t.kind==="email")}get isURL(){return!!this._def.checks.find(t=>t.kind==="url")}get isEmoji(){return!!this._def.checks.find(t=>t.kind==="emoji")}get isUUID(){return!!this._def.checks.find(t=>t.kind==="uuid")}get isCUID(){return!!this._def.checks.find(t=>t.kind==="cuid")}get isCUID2(){return!!this._def.checks.find(t=>t.kind==="cuid2")}get isULID(){return!!this._def.checks.find(t=>t.kind==="ulid")}get isIP(){return!!this._def.checks.find(t=>t.kind==="ip")}get minLength(){let t=null;for(const n of this._def.checks)n.kind==="min"&&(t===null||n.value>t)&&(t=n.value);return t}get maxLength(){let t=null;for(const n of this._def.checks)n.kind==="max"&&(t===null||n.value{var t;return new pi({checks:[],typeName:ye.ZodString,coerce:(t=e==null?void 0:e.coerce)!==null&&t!==void 0?t:!1,...we(e)})};function xY(e,t){const n=(e.toString().split(".")[1]||"").length,r=(t.toString().split(".")[1]||"").length,i=n>r?n:r,o=parseInt(e.toFixed(i).replace(".","")),s=parseInt(t.toFixed(i).replace(".",""));return o%s/Math.pow(10,i)}class zs extends Ce{constructor(){super(...arguments),this.min=this.gte,this.max=this.lte,this.step=this.multipleOf}_parse(t){if(this._def.coerce&&(t.data=Number(t.data)),this._getType(t)!==re.number){const o=this._getOrReturnCtx(t);return oe(o,{code:ee.invalid_type,expected:re.number,received:o.parsedType}),be}let r;const i=new jn;for(const o of this._def.checks)o.kind==="int"?Ve.isInteger(t.data)||(r=this._getOrReturnCtx(t,r),oe(r,{code:ee.invalid_type,expected:"integer",received:"float",message:o.message}),i.dirty()):o.kind==="min"?(o.inclusive?t.datao.value:t.data>=o.value)&&(r=this._getOrReturnCtx(t,r),oe(r,{code:ee.too_big,maximum:o.value,type:"number",inclusive:o.inclusive,exact:!1,message:o.message}),i.dirty()):o.kind==="multipleOf"?xY(t.data,o.value)!==0&&(r=this._getOrReturnCtx(t,r),oe(r,{code:ee.not_multiple_of,multipleOf:o.value,message:o.message}),i.dirty()):o.kind==="finite"?Number.isFinite(t.data)||(r=this._getOrReturnCtx(t,r),oe(r,{code:ee.not_finite,message:o.message}),i.dirty()):Ve.assertNever(o);return{status:i.value,value:t.data}}gte(t,n){return this.setLimit("min",t,!0,ge.toString(n))}gt(t,n){return this.setLimit("min",t,!1,ge.toString(n))}lte(t,n){return this.setLimit("max",t,!0,ge.toString(n))}lt(t,n){return this.setLimit("max",t,!1,ge.toString(n))}setLimit(t,n,r,i){return new zs({...this._def,checks:[...this._def.checks,{kind:t,value:n,inclusive:r,message:ge.toString(i)}]})}_addCheck(t){return new zs({...this._def,checks:[...this._def.checks,t]})}int(t){return this._addCheck({kind:"int",message:ge.toString(t)})}positive(t){return this._addCheck({kind:"min",value:0,inclusive:!1,message:ge.toString(t)})}negative(t){return this._addCheck({kind:"max",value:0,inclusive:!1,message:ge.toString(t)})}nonpositive(t){return this._addCheck({kind:"max",value:0,inclusive:!0,message:ge.toString(t)})}nonnegative(t){return this._addCheck({kind:"min",value:0,inclusive:!0,message:ge.toString(t)})}multipleOf(t,n){return this._addCheck({kind:"multipleOf",value:t,message:ge.toString(n)})}finite(t){return this._addCheck({kind:"finite",message:ge.toString(t)})}safe(t){return this._addCheck({kind:"min",inclusive:!0,value:Number.MIN_SAFE_INTEGER,message:ge.toString(t)})._addCheck({kind:"max",inclusive:!0,value:Number.MAX_SAFE_INTEGER,message:ge.toString(t)})}get minValue(){let t=null;for(const n of this._def.checks)n.kind==="min"&&(t===null||n.value>t)&&(t=n.value);return t}get maxValue(){let t=null;for(const n of this._def.checks)n.kind==="max"&&(t===null||n.valuet.kind==="int"||t.kind==="multipleOf"&&Ve.isInteger(t.value))}get isFinite(){let t=null,n=null;for(const r of this._def.checks){if(r.kind==="finite"||r.kind==="int"||r.kind==="multipleOf")return!0;r.kind==="min"?(n===null||r.value>n)&&(n=r.value):r.kind==="max"&&(t===null||r.valuenew zs({checks:[],typeName:ye.ZodNumber,coerce:(e==null?void 0:e.coerce)||!1,...we(e)});class Us extends Ce{constructor(){super(...arguments),this.min=this.gte,this.max=this.lte}_parse(t){if(this._def.coerce&&(t.data=BigInt(t.data)),this._getType(t)!==re.bigint){const o=this._getOrReturnCtx(t);return oe(o,{code:ee.invalid_type,expected:re.bigint,received:o.parsedType}),be}let r;const i=new jn;for(const o of this._def.checks)o.kind==="min"?(o.inclusive?t.datao.value:t.data>=o.value)&&(r=this._getOrReturnCtx(t,r),oe(r,{code:ee.too_big,type:"bigint",maximum:o.value,inclusive:o.inclusive,message:o.message}),i.dirty()):o.kind==="multipleOf"?t.data%o.value!==BigInt(0)&&(r=this._getOrReturnCtx(t,r),oe(r,{code:ee.not_multiple_of,multipleOf:o.value,message:o.message}),i.dirty()):Ve.assertNever(o);return{status:i.value,value:t.data}}gte(t,n){return this.setLimit("min",t,!0,ge.toString(n))}gt(t,n){return this.setLimit("min",t,!1,ge.toString(n))}lte(t,n){return this.setLimit("max",t,!0,ge.toString(n))}lt(t,n){return this.setLimit("max",t,!1,ge.toString(n))}setLimit(t,n,r,i){return new Us({...this._def,checks:[...this._def.checks,{kind:t,value:n,inclusive:r,message:ge.toString(i)}]})}_addCheck(t){return new Us({...this._def,checks:[...this._def.checks,t]})}positive(t){return this._addCheck({kind:"min",value:BigInt(0),inclusive:!1,message:ge.toString(t)})}negative(t){return this._addCheck({kind:"max",value:BigInt(0),inclusive:!1,message:ge.toString(t)})}nonpositive(t){return this._addCheck({kind:"max",value:BigInt(0),inclusive:!0,message:ge.toString(t)})}nonnegative(t){return this._addCheck({kind:"min",value:BigInt(0),inclusive:!0,message:ge.toString(t)})}multipleOf(t,n){return this._addCheck({kind:"multipleOf",value:t,message:ge.toString(n)})}get minValue(){let t=null;for(const n of this._def.checks)n.kind==="min"&&(t===null||n.value>t)&&(t=n.value);return t}get maxValue(){let t=null;for(const n of this._def.checks)n.kind==="max"&&(t===null||n.value{var t;return new Us({checks:[],typeName:ye.ZodBigInt,coerce:(t=e==null?void 0:e.coerce)!==null&&t!==void 0?t:!1,...we(e)})};class hf extends Ce{_parse(t){if(this._def.coerce&&(t.data=!!t.data),this._getType(t)!==re.boolean){const r=this._getOrReturnCtx(t);return oe(r,{code:ee.invalid_type,expected:re.boolean,received:r.parsedType}),be}return tr(t.data)}}hf.create=e=>new hf({typeName:ye.ZodBoolean,coerce:(e==null?void 0:e.coerce)||!1,...we(e)});class Ja extends Ce{_parse(t){if(this._def.coerce&&(t.data=new Date(t.data)),this._getType(t)!==re.date){const o=this._getOrReturnCtx(t);return oe(o,{code:ee.invalid_type,expected:re.date,received:o.parsedType}),be}if(isNaN(t.data.getTime())){const o=this._getOrReturnCtx(t);return oe(o,{code:ee.invalid_date}),be}const r=new jn;let i;for(const o of this._def.checks)o.kind==="min"?t.data.getTime()o.value&&(i=this._getOrReturnCtx(t,i),oe(i,{code:ee.too_big,message:o.message,inclusive:!0,exact:!1,maximum:o.value,type:"date"}),r.dirty()):Ve.assertNever(o);return{status:r.value,value:new Date(t.data.getTime())}}_addCheck(t){return new Ja({...this._def,checks:[...this._def.checks,t]})}min(t,n){return this._addCheck({kind:"min",value:t.getTime(),message:ge.toString(n)})}max(t,n){return this._addCheck({kind:"max",value:t.getTime(),message:ge.toString(n)})}get minDate(){let t=null;for(const n of this._def.checks)n.kind==="min"&&(t===null||n.value>t)&&(t=n.value);return t!=null?new Date(t):null}get maxDate(){let t=null;for(const n of this._def.checks)n.kind==="max"&&(t===null||n.valuenew Ja({checks:[],coerce:(e==null?void 0:e.coerce)||!1,typeName:ye.ZodDate,...we(e)});class bm extends Ce{_parse(t){if(this._getType(t)!==re.symbol){const r=this._getOrReturnCtx(t);return oe(r,{code:ee.invalid_type,expected:re.symbol,received:r.parsedType}),be}return tr(t.data)}}bm.create=e=>new bm({typeName:ye.ZodSymbol,...we(e)});class pf extends Ce{_parse(t){if(this._getType(t)!==re.undefined){const r=this._getOrReturnCtx(t);return oe(r,{code:ee.invalid_type,expected:re.undefined,received:r.parsedType}),be}return tr(t.data)}}pf.create=e=>new pf({typeName:ye.ZodUndefined,...we(e)});class gf extends Ce{_parse(t){if(this._getType(t)!==re.null){const r=this._getOrReturnCtx(t);return oe(r,{code:ee.invalid_type,expected:re.null,received:r.parsedType}),be}return tr(t.data)}}gf.create=e=>new gf({typeName:ye.ZodNull,...we(e)});class Ju extends Ce{constructor(){super(...arguments),this._any=!0}_parse(t){return tr(t.data)}}Ju.create=e=>new Ju({typeName:ye.ZodAny,...we(e)});class ja extends Ce{constructor(){super(...arguments),this._unknown=!0}_parse(t){return tr(t.data)}}ja.create=e=>new ja({typeName:ye.ZodUnknown,...we(e)});class Vo extends Ce{_parse(t){const n=this._getOrReturnCtx(t);return oe(n,{code:ee.invalid_type,expected:re.never,received:n.parsedType}),be}}Vo.create=e=>new Vo({typeName:ye.ZodNever,...we(e)});class Sm extends Ce{_parse(t){if(this._getType(t)!==re.undefined){const r=this._getOrReturnCtx(t);return oe(r,{code:ee.invalid_type,expected:re.void,received:r.parsedType}),be}return tr(t.data)}}Sm.create=e=>new Sm({typeName:ye.ZodVoid,...we(e)});class Si extends Ce{_parse(t){const{ctx:n,status:r}=this._processInputParams(t),i=this._def;if(n.parsedType!==re.array)return oe(n,{code:ee.invalid_type,expected:re.array,received:n.parsedType}),be;if(i.exactLength!==null){const s=n.data.length>i.exactLength.value,a=n.data.lengthi.maxLength.value&&(oe(n,{code:ee.too_big,maximum:i.maxLength.value,type:"array",inclusive:!0,exact:!1,message:i.maxLength.message}),r.dirty()),n.common.async)return Promise.all([...n.data].map((s,a)=>i.type._parseAsync(new eo(n,s,n.path,a)))).then(s=>jn.mergeArray(r,s));const o=[...n.data].map((s,a)=>i.type._parseSync(new eo(n,s,n.path,a)));return jn.mergeArray(r,o)}get element(){return this._def.type}min(t,n){return new Si({...this._def,minLength:{value:t,message:ge.toString(n)}})}max(t,n){return new Si({...this._def,maxLength:{value:t,message:ge.toString(n)}})}length(t,n){return new Si({...this._def,exactLength:{value:t,message:ge.toString(n)}})}nonempty(t){return this.min(1,t)}}Si.create=(e,t)=>new Si({type:e,minLength:null,maxLength:null,exactLength:null,typeName:ye.ZodArray,...we(t)});function Kl(e){if(e instanceof Tt){const t={};for(const n in e.shape){const r=e.shape[n];t[n]=Ro.create(Kl(r))}return new Tt({...e._def,shape:()=>t})}else return e instanceof Si?new Si({...e._def,type:Kl(e.element)}):e instanceof Ro?Ro.create(Kl(e.unwrap())):e instanceof tl?tl.create(Kl(e.unwrap())):e instanceof to?to.create(e.items.map(t=>Kl(t))):e}class Tt extends Ce{constructor(){super(...arguments),this._cached=null,this.nonstrict=this.passthrough,this.augment=this.extend}_getCached(){if(this._cached!==null)return this._cached;const t=this._def.shape(),n=Ve.objectKeys(t);return this._cached={shape:t,keys:n}}_parse(t){if(this._getType(t)!==re.object){const u=this._getOrReturnCtx(t);return oe(u,{code:ee.invalid_type,expected:re.object,received:u.parsedType}),be}const{status:r,ctx:i}=this._processInputParams(t),{shape:o,keys:s}=this._getCached(),a=[];if(!(this._def.catchall instanceof Vo&&this._def.unknownKeys==="strip"))for(const u in i.data)s.includes(u)||a.push(u);const l=[];for(const u of s){const c=o[u],d=i.data[u];l.push({key:{status:"valid",value:u},value:c._parse(new eo(i,d,i.path,u)),alwaysSet:u in i.data})}if(this._def.catchall instanceof Vo){const u=this._def.unknownKeys;if(u==="passthrough")for(const c of a)l.push({key:{status:"valid",value:c},value:{status:"valid",value:i.data[c]}});else if(u==="strict")a.length>0&&(oe(i,{code:ee.unrecognized_keys,keys:a}),r.dirty());else if(u!=="strip")throw new Error("Internal ZodObject error: invalid unknownKeys value.")}else{const u=this._def.catchall;for(const c of a){const d=i.data[c];l.push({key:{status:"valid",value:c},value:u._parse(new eo(i,d,i.path,c)),alwaysSet:c in i.data})}}return i.common.async?Promise.resolve().then(async()=>{const u=[];for(const c of l){const d=await c.key;u.push({key:d,value:await c.value,alwaysSet:c.alwaysSet})}return u}).then(u=>jn.mergeObjectSync(r,u)):jn.mergeObjectSync(r,l)}get shape(){return this._def.shape()}strict(t){return ge.errToObj,new Tt({...this._def,unknownKeys:"strict",...t!==void 0?{errorMap:(n,r)=>{var i,o,s,a;const l=(s=(o=(i=this._def).errorMap)===null||o===void 0?void 0:o.call(i,n,r).message)!==null&&s!==void 0?s:r.defaultError;return n.code==="unrecognized_keys"?{message:(a=ge.errToObj(t).message)!==null&&a!==void 0?a:l}:{message:l}}}:{}})}strip(){return new Tt({...this._def,unknownKeys:"strip"})}passthrough(){return new Tt({...this._def,unknownKeys:"passthrough"})}extend(t){return new Tt({...this._def,shape:()=>({...this._def.shape(),...t})})}merge(t){return new Tt({unknownKeys:t._def.unknownKeys,catchall:t._def.catchall,shape:()=>({...this._def.shape(),...t._def.shape()}),typeName:ye.ZodObject})}setKey(t,n){return this.augment({[t]:n})}catchall(t){return new Tt({...this._def,catchall:t})}pick(t){const n={};return Ve.objectKeys(t).forEach(r=>{t[r]&&this.shape[r]&&(n[r]=this.shape[r])}),new Tt({...this._def,shape:()=>n})}omit(t){const n={};return Ve.objectKeys(this.shape).forEach(r=>{t[r]||(n[r]=this.shape[r])}),new Tt({...this._def,shape:()=>n})}deepPartial(){return Kl(this)}partial(t){const n={};return Ve.objectKeys(this.shape).forEach(r=>{const i=this.shape[r];t&&!t[r]?n[r]=i:n[r]=i.optional()}),new Tt({...this._def,shape:()=>n})}required(t){const n={};return Ve.objectKeys(this.shape).forEach(r=>{if(t&&!t[r])n[r]=this.shape[r];else{let o=this.shape[r];for(;o instanceof Ro;)o=o._def.innerType;n[r]=o}}),new Tt({...this._def,shape:()=>n})}keyof(){return _O(Ve.objectKeys(this.shape))}}Tt.create=(e,t)=>new Tt({shape:()=>e,unknownKeys:"strip",catchall:Vo.create(),typeName:ye.ZodObject,...we(t)});Tt.strictCreate=(e,t)=>new Tt({shape:()=>e,unknownKeys:"strict",catchall:Vo.create(),typeName:ye.ZodObject,...we(t)});Tt.lazycreate=(e,t)=>new Tt({shape:e,unknownKeys:"strip",catchall:Vo.create(),typeName:ye.ZodObject,...we(t)});class mf extends Ce{_parse(t){const{ctx:n}=this._processInputParams(t),r=this._def.options;function i(o){for(const a of o)if(a.result.status==="valid")return a.result;for(const a of o)if(a.result.status==="dirty")return n.common.issues.push(...a.ctx.common.issues),a.result;const s=o.map(a=>new bi(a.ctx.common.issues));return oe(n,{code:ee.invalid_union,unionErrors:s}),be}if(n.common.async)return Promise.all(r.map(async o=>{const s={...n,common:{...n.common,issues:[]},parent:null};return{result:await o._parseAsync({data:n.data,path:n.path,parent:s}),ctx:s}})).then(i);{let o;const s=[];for(const l of r){const u={...n,common:{...n.common,issues:[]},parent:null},c=l._parseSync({data:n.data,path:n.path,parent:u});if(c.status==="valid")return c;c.status==="dirty"&&!o&&(o={result:c,ctx:u}),u.common.issues.length&&s.push(u.common.issues)}if(o)return n.common.issues.push(...o.ctx.common.issues),o.result;const a=s.map(l=>new bi(l));return oe(n,{code:ee.invalid_union,unionErrors:a}),be}}get options(){return this._def.options}}mf.create=(e,t)=>new mf({options:e,typeName:ye.ZodUnion,...we(t)});const dg=e=>e instanceof bf?dg(e.schema):e instanceof Ti?dg(e.innerType()):e instanceof Sf?[e.value]:e instanceof Gs?e.options:e instanceof _f?Object.keys(e.enum):e instanceof wf?dg(e._def.innerType):e instanceof pf?[void 0]:e instanceof gf?[null]:null;class x0 extends Ce{_parse(t){const{ctx:n}=this._processInputParams(t);if(n.parsedType!==re.object)return oe(n,{code:ee.invalid_type,expected:re.object,received:n.parsedType}),be;const r=this.discriminator,i=n.data[r],o=this.optionsMap.get(i);return o?n.common.async?o._parseAsync({data:n.data,path:n.path,parent:n}):o._parseSync({data:n.data,path:n.path,parent:n}):(oe(n,{code:ee.invalid_union_discriminator,options:Array.from(this.optionsMap.keys()),path:[r]}),be)}get discriminator(){return this._def.discriminator}get options(){return this._def.options}get optionsMap(){return this._def.optionsMap}static create(t,n,r){const i=new Map;for(const o of n){const s=dg(o.shape[t]);if(!s)throw new Error(`A discriminator value for key \`${t}\` could not be extracted from all schema options`);for(const a of s){if(i.has(a))throw new Error(`Discriminator property ${String(t)} has duplicate value ${String(a)}`);i.set(a,o)}}return new x0({typeName:ye.ZodDiscriminatedUnion,discriminator:t,options:n,optionsMap:i,...we(r)})}}function $_(e,t){const n=ms(e),r=ms(t);if(e===t)return{valid:!0,data:e};if(n===re.object&&r===re.object){const i=Ve.objectKeys(t),o=Ve.objectKeys(e).filter(a=>i.indexOf(a)!==-1),s={...e,...t};for(const a of o){const l=$_(e[a],t[a]);if(!l.valid)return{valid:!1};s[a]=l.data}return{valid:!0,data:s}}else if(n===re.array&&r===re.array){if(e.length!==t.length)return{valid:!1};const i=[];for(let o=0;o{if(D_(o)||D_(s))return be;const a=$_(o.value,s.value);return a.valid?((L_(o)||L_(s))&&n.dirty(),{status:n.value,value:a.data}):(oe(r,{code:ee.invalid_intersection_types}),be)};return r.common.async?Promise.all([this._def.left._parseAsync({data:r.data,path:r.path,parent:r}),this._def.right._parseAsync({data:r.data,path:r.path,parent:r})]).then(([o,s])=>i(o,s)):i(this._def.left._parseSync({data:r.data,path:r.path,parent:r}),this._def.right._parseSync({data:r.data,path:r.path,parent:r}))}}yf.create=(e,t,n)=>new yf({left:e,right:t,typeName:ye.ZodIntersection,...we(n)});class to extends Ce{_parse(t){const{status:n,ctx:r}=this._processInputParams(t);if(r.parsedType!==re.array)return oe(r,{code:ee.invalid_type,expected:re.array,received:r.parsedType}),be;if(r.data.lengththis._def.items.length&&(oe(r,{code:ee.too_big,maximum:this._def.items.length,inclusive:!0,exact:!1,type:"array"}),n.dirty());const o=[...r.data].map((s,a)=>{const l=this._def.items[a]||this._def.rest;return l?l._parse(new eo(r,s,r.path,a)):null}).filter(s=>!!s);return r.common.async?Promise.all(o).then(s=>jn.mergeArray(n,s)):jn.mergeArray(n,o)}get items(){return this._def.items}rest(t){return new to({...this._def,rest:t})}}to.create=(e,t)=>{if(!Array.isArray(e))throw new Error("You must pass an array of schemas to z.tuple([ ... ])");return new to({items:e,typeName:ye.ZodTuple,rest:null,...we(t)})};class vf extends Ce{get keySchema(){return this._def.keyType}get valueSchema(){return this._def.valueType}_parse(t){const{status:n,ctx:r}=this._processInputParams(t);if(r.parsedType!==re.object)return oe(r,{code:ee.invalid_type,expected:re.object,received:r.parsedType}),be;const i=[],o=this._def.keyType,s=this._def.valueType;for(const a in r.data)i.push({key:o._parse(new eo(r,a,r.path,a)),value:s._parse(new eo(r,r.data[a],r.path,a))});return r.common.async?jn.mergeObjectAsync(n,i):jn.mergeObjectSync(n,i)}get element(){return this._def.valueType}static create(t,n,r){return n instanceof Ce?new vf({keyType:t,valueType:n,typeName:ye.ZodRecord,...we(r)}):new vf({keyType:pi.create(),valueType:t,typeName:ye.ZodRecord,...we(n)})}}class _m extends Ce{_parse(t){const{status:n,ctx:r}=this._processInputParams(t);if(r.parsedType!==re.map)return oe(r,{code:ee.invalid_type,expected:re.map,received:r.parsedType}),be;const i=this._def.keyType,o=this._def.valueType,s=[...r.data.entries()].map(([a,l],u)=>({key:i._parse(new eo(r,a,r.path,[u,"key"])),value:o._parse(new eo(r,l,r.path,[u,"value"]))}));if(r.common.async){const a=new Map;return Promise.resolve().then(async()=>{for(const l of s){const u=await l.key,c=await l.value;if(u.status==="aborted"||c.status==="aborted")return be;(u.status==="dirty"||c.status==="dirty")&&n.dirty(),a.set(u.value,c.value)}return{status:n.value,value:a}})}else{const a=new Map;for(const l of s){const u=l.key,c=l.value;if(u.status==="aborted"||c.status==="aborted")return be;(u.status==="dirty"||c.status==="dirty")&&n.dirty(),a.set(u.value,c.value)}return{status:n.value,value:a}}}}_m.create=(e,t,n)=>new _m({valueType:t,keyType:e,typeName:ye.ZodMap,...we(n)});class el extends Ce{_parse(t){const{status:n,ctx:r}=this._processInputParams(t);if(r.parsedType!==re.set)return oe(r,{code:ee.invalid_type,expected:re.set,received:r.parsedType}),be;const i=this._def;i.minSize!==null&&r.data.sizei.maxSize.value&&(oe(r,{code:ee.too_big,maximum:i.maxSize.value,type:"set",inclusive:!0,exact:!1,message:i.maxSize.message}),n.dirty());const o=this._def.valueType;function s(l){const u=new Set;for(const c of l){if(c.status==="aborted")return be;c.status==="dirty"&&n.dirty(),u.add(c.value)}return{status:n.value,value:u}}const a=[...r.data.values()].map((l,u)=>o._parse(new eo(r,l,r.path,u)));return r.common.async?Promise.all(a).then(l=>s(l)):s(a)}min(t,n){return new el({...this._def,minSize:{value:t,message:ge.toString(n)}})}max(t,n){return new el({...this._def,maxSize:{value:t,message:ge.toString(n)}})}size(t,n){return this.min(t,n).max(t,n)}nonempty(t){return this.min(1,t)}}el.create=(e,t)=>new el({valueType:e,minSize:null,maxSize:null,typeName:ye.ZodSet,...we(t)});class Ru extends Ce{constructor(){super(...arguments),this.validate=this.implement}_parse(t){const{ctx:n}=this._processInputParams(t);if(n.parsedType!==re.function)return oe(n,{code:ee.invalid_type,expected:re.function,received:n.parsedType}),be;function r(a,l){return mm({data:a,path:n.path,errorMaps:[n.common.contextualErrorMap,n.schemaErrorMap,gm(),ff].filter(u=>!!u),issueData:{code:ee.invalid_arguments,argumentsError:l}})}function i(a,l){return mm({data:a,path:n.path,errorMaps:[n.common.contextualErrorMap,n.schemaErrorMap,gm(),ff].filter(u=>!!u),issueData:{code:ee.invalid_return_type,returnTypeError:l}})}const o={errorMap:n.common.contextualErrorMap},s=n.data;return this._def.returns instanceof ec?tr(async(...a)=>{const l=new bi([]),u=await this._def.args.parseAsync(a,o).catch(f=>{throw l.addIssue(r(a,f)),l}),c=await s(...u);return await this._def.returns._def.type.parseAsync(c,o).catch(f=>{throw l.addIssue(i(c,f)),l})}):tr((...a)=>{const l=this._def.args.safeParse(a,o);if(!l.success)throw new bi([r(a,l.error)]);const u=s(...l.data),c=this._def.returns.safeParse(u,o);if(!c.success)throw new bi([i(u,c.error)]);return c.data})}parameters(){return this._def.args}returnType(){return this._def.returns}args(...t){return new Ru({...this._def,args:to.create(t).rest(ja.create())})}returns(t){return new Ru({...this._def,returns:t})}implement(t){return this.parse(t)}strictImplement(t){return this.parse(t)}static create(t,n,r){return new Ru({args:t||to.create([]).rest(ja.create()),returns:n||ja.create(),typeName:ye.ZodFunction,...we(r)})}}class bf extends Ce{get schema(){return this._def.getter()}_parse(t){const{ctx:n}=this._processInputParams(t);return this._def.getter()._parse({data:n.data,path:n.path,parent:n})}}bf.create=(e,t)=>new bf({getter:e,typeName:ye.ZodLazy,...we(t)});class Sf extends Ce{_parse(t){if(t.data!==this._def.value){const n=this._getOrReturnCtx(t);return oe(n,{received:n.data,code:ee.invalid_literal,expected:this._def.value}),be}return{status:"valid",value:t.data}}get value(){return this._def.value}}Sf.create=(e,t)=>new Sf({value:e,typeName:ye.ZodLiteral,...we(t)});function _O(e,t){return new Gs({values:e,typeName:ye.ZodEnum,...we(t)})}class Gs extends Ce{_parse(t){if(typeof t.data!="string"){const n=this._getOrReturnCtx(t),r=this._def.values;return oe(n,{expected:Ve.joinValues(r),received:n.parsedType,code:ee.invalid_type}),be}if(this._def.values.indexOf(t.data)===-1){const n=this._getOrReturnCtx(t),r=this._def.values;return oe(n,{received:n.data,code:ee.invalid_enum_value,options:r}),be}return tr(t.data)}get options(){return this._def.values}get enum(){const t={};for(const n of this._def.values)t[n]=n;return t}get Values(){const t={};for(const n of this._def.values)t[n]=n;return t}get Enum(){const t={};for(const n of this._def.values)t[n]=n;return t}extract(t){return Gs.create(t)}exclude(t){return Gs.create(this.options.filter(n=>!t.includes(n)))}}Gs.create=_O;class _f extends Ce{_parse(t){const n=Ve.getValidEnumValues(this._def.values),r=this._getOrReturnCtx(t);if(r.parsedType!==re.string&&r.parsedType!==re.number){const i=Ve.objectValues(n);return oe(r,{expected:Ve.joinValues(i),received:r.parsedType,code:ee.invalid_type}),be}if(n.indexOf(t.data)===-1){const i=Ve.objectValues(n);return oe(r,{received:r.data,code:ee.invalid_enum_value,options:i}),be}return tr(t.data)}get enum(){return this._def.values}}_f.create=(e,t)=>new _f({values:e,typeName:ye.ZodNativeEnum,...we(t)});class ec extends Ce{unwrap(){return this._def.type}_parse(t){const{ctx:n}=this._processInputParams(t);if(n.parsedType!==re.promise&&n.common.async===!1)return oe(n,{code:ee.invalid_type,expected:re.promise,received:n.parsedType}),be;const r=n.parsedType===re.promise?n.data:Promise.resolve(n.data);return tr(r.then(i=>this._def.type.parseAsync(i,{path:n.path,errorMap:n.common.contextualErrorMap})))}}ec.create=(e,t)=>new ec({type:e,typeName:ye.ZodPromise,...we(t)});class Ti extends Ce{innerType(){return this._def.schema}sourceType(){return this._def.schema._def.typeName===ye.ZodEffects?this._def.schema.sourceType():this._def.schema}_parse(t){const{status:n,ctx:r}=this._processInputParams(t),i=this._def.effect||null;if(i.type==="preprocess"){const s=i.transform(r.data);return r.common.async?Promise.resolve(s).then(a=>this._def.schema._parseAsync({data:a,path:r.path,parent:r})):this._def.schema._parseSync({data:s,path:r.path,parent:r})}const o={addIssue:s=>{oe(r,s),s.fatal?n.abort():n.dirty()},get path(){return r.path}};if(o.addIssue=o.addIssue.bind(o),i.type==="refinement"){const s=a=>{const l=i.refinement(a,o);if(r.common.async)return Promise.resolve(l);if(l instanceof Promise)throw new Error("Async refinement encountered during synchronous parse operation. Use .parseAsync instead.");return a};if(r.common.async===!1){const a=this._def.schema._parseSync({data:r.data,path:r.path,parent:r});return a.status==="aborted"?be:(a.status==="dirty"&&n.dirty(),s(a.value),{status:n.value,value:a.value})}else return this._def.schema._parseAsync({data:r.data,path:r.path,parent:r}).then(a=>a.status==="aborted"?be:(a.status==="dirty"&&n.dirty(),s(a.value).then(()=>({status:n.value,value:a.value}))))}if(i.type==="transform")if(r.common.async===!1){const s=this._def.schema._parseSync({data:r.data,path:r.path,parent:r});if(!ym(s))return s;const a=i.transform(s.value,o);if(a instanceof Promise)throw new Error("Asynchronous transform encountered during synchronous parse operation. Use .parseAsync instead.");return{status:n.value,value:a}}else return this._def.schema._parseAsync({data:r.data,path:r.path,parent:r}).then(s=>ym(s)?Promise.resolve(i.transform(s.value,o)).then(a=>({status:n.value,value:a})):s);Ve.assertNever(i)}}Ti.create=(e,t,n)=>new Ti({schema:e,typeName:ye.ZodEffects,effect:t,...we(n)});Ti.createWithPreprocess=(e,t,n)=>new Ti({schema:t,effect:{type:"preprocess",transform:e},typeName:ye.ZodEffects,...we(n)});class Ro extends Ce{_parse(t){return this._getType(t)===re.undefined?tr(void 0):this._def.innerType._parse(t)}unwrap(){return this._def.innerType}}Ro.create=(e,t)=>new Ro({innerType:e,typeName:ye.ZodOptional,...we(t)});class tl extends Ce{_parse(t){return this._getType(t)===re.null?tr(null):this._def.innerType._parse(t)}unwrap(){return this._def.innerType}}tl.create=(e,t)=>new tl({innerType:e,typeName:ye.ZodNullable,...we(t)});class wf extends Ce{_parse(t){const{ctx:n}=this._processInputParams(t);let r=n.data;return n.parsedType===re.undefined&&(r=this._def.defaultValue()),this._def.innerType._parse({data:r,path:n.path,parent:n})}removeDefault(){return this._def.innerType}}wf.create=(e,t)=>new wf({innerType:e,typeName:ye.ZodDefault,defaultValue:typeof t.default=="function"?t.default:()=>t.default,...we(t)});class wm extends Ce{_parse(t){const{ctx:n}=this._processInputParams(t),r={...n,common:{...n.common,issues:[]}},i=this._def.innerType._parse({data:r.data,path:r.path,parent:{...r}});return vm(i)?i.then(o=>({status:"valid",value:o.status==="valid"?o.value:this._def.catchValue({get error(){return new bi(r.common.issues)},input:r.data})})):{status:"valid",value:i.status==="valid"?i.value:this._def.catchValue({get error(){return new bi(r.common.issues)},input:r.data})}}removeCatch(){return this._def.innerType}}wm.create=(e,t)=>new wm({innerType:e,typeName:ye.ZodCatch,catchValue:typeof t.catch=="function"?t.catch:()=>t.catch,...we(t)});class xm extends Ce{_parse(t){if(this._getType(t)!==re.nan){const r=this._getOrReturnCtx(t);return oe(r,{code:ee.invalid_type,expected:re.nan,received:r.parsedType}),be}return{status:"valid",value:t.data}}}xm.create=e=>new xm({typeName:ye.ZodNaN,...we(e)});const CY=Symbol("zod_brand");class wO extends Ce{_parse(t){const{ctx:n}=this._processInputParams(t),r=n.data;return this._def.type._parse({data:r,path:n.path,parent:n})}unwrap(){return this._def.type}}class mh extends Ce{_parse(t){const{status:n,ctx:r}=this._processInputParams(t);if(r.common.async)return(async()=>{const o=await this._def.in._parseAsync({data:r.data,path:r.path,parent:r});return o.status==="aborted"?be:o.status==="dirty"?(n.dirty(),SO(o.value)):this._def.out._parseAsync({data:o.value,path:r.path,parent:r})})();{const i=this._def.in._parseSync({data:r.data,path:r.path,parent:r});return i.status==="aborted"?be:i.status==="dirty"?(n.dirty(),{status:"dirty",value:i.value}):this._def.out._parseSync({data:i.value,path:r.path,parent:r})}}static create(t,n){return new mh({in:t,out:n,typeName:ye.ZodPipeline})}}const xO=(e,t={},n)=>e?Ju.create().superRefine((r,i)=>{var o,s;if(!e(r)){const a=typeof t=="function"?t(r):typeof t=="string"?{message:t}:t,l=(s=(o=a.fatal)!==null&&o!==void 0?o:n)!==null&&s!==void 0?s:!0,u=typeof a=="string"?{message:a}:a;i.addIssue({code:"custom",...u,fatal:l})}}):Ju.create(),TY={object:Tt.lazycreate};var ye;(function(e){e.ZodString="ZodString",e.ZodNumber="ZodNumber",e.ZodNaN="ZodNaN",e.ZodBigInt="ZodBigInt",e.ZodBoolean="ZodBoolean",e.ZodDate="ZodDate",e.ZodSymbol="ZodSymbol",e.ZodUndefined="ZodUndefined",e.ZodNull="ZodNull",e.ZodAny="ZodAny",e.ZodUnknown="ZodUnknown",e.ZodNever="ZodNever",e.ZodVoid="ZodVoid",e.ZodArray="ZodArray",e.ZodObject="ZodObject",e.ZodUnion="ZodUnion",e.ZodDiscriminatedUnion="ZodDiscriminatedUnion",e.ZodIntersection="ZodIntersection",e.ZodTuple="ZodTuple",e.ZodRecord="ZodRecord",e.ZodMap="ZodMap",e.ZodSet="ZodSet",e.ZodFunction="ZodFunction",e.ZodLazy="ZodLazy",e.ZodLiteral="ZodLiteral",e.ZodEnum="ZodEnum",e.ZodEffects="ZodEffects",e.ZodNativeEnum="ZodNativeEnum",e.ZodOptional="ZodOptional",e.ZodNullable="ZodNullable",e.ZodDefault="ZodDefault",e.ZodCatch="ZodCatch",e.ZodPromise="ZodPromise",e.ZodBranded="ZodBranded",e.ZodPipeline="ZodPipeline"})(ye||(ye={}));const EY=(e,t={message:`Input not instance of ${e.name}`})=>xO(n=>n instanceof e,t),CO=pi.create,TO=zs.create,PY=xm.create,AY=Us.create,EO=hf.create,kY=Ja.create,RY=bm.create,OY=pf.create,MY=gf.create,IY=Ju.create,NY=ja.create,DY=Vo.create,LY=Sm.create,$Y=Si.create,FY=Tt.create,BY=Tt.strictCreate,jY=mf.create,VY=x0.create,zY=yf.create,UY=to.create,GY=vf.create,HY=_m.create,qY=el.create,WY=Ru.create,KY=bf.create,XY=Sf.create,YY=Gs.create,QY=_f.create,ZY=ec.create,K4=Ti.create,JY=Ro.create,eQ=tl.create,tQ=Ti.createWithPreprocess,nQ=mh.create,rQ=()=>CO().optional(),iQ=()=>TO().optional(),oQ=()=>EO().optional(),sQ={string:e=>pi.create({...e,coerce:!0}),number:e=>zs.create({...e,coerce:!0}),boolean:e=>hf.create({...e,coerce:!0}),bigint:e=>Us.create({...e,coerce:!0}),date:e=>Ja.create({...e,coerce:!0})},aQ=be;var _t=Object.freeze({__proto__:null,defaultErrorMap:ff,setErrorMap:dY,getErrorMap:gm,makeIssue:mm,EMPTY_PATH:fY,addIssueToContext:oe,ParseStatus:jn,INVALID:be,DIRTY:SO,OK:tr,isAborted:D_,isDirty:L_,isValid:ym,isAsync:vm,get util(){return Ve},get objectUtil(){return N_},ZodParsedType:re,getParsedType:ms,ZodType:Ce,ZodString:pi,ZodNumber:zs,ZodBigInt:Us,ZodBoolean:hf,ZodDate:Ja,ZodSymbol:bm,ZodUndefined:pf,ZodNull:gf,ZodAny:Ju,ZodUnknown:ja,ZodNever:Vo,ZodVoid:Sm,ZodArray:Si,ZodObject:Tt,ZodUnion:mf,ZodDiscriminatedUnion:x0,ZodIntersection:yf,ZodTuple:to,ZodRecord:vf,ZodMap:_m,ZodSet:el,ZodFunction:Ru,ZodLazy:bf,ZodLiteral:Sf,ZodEnum:Gs,ZodNativeEnum:_f,ZodPromise:ec,ZodEffects:Ti,ZodTransformer:Ti,ZodOptional:Ro,ZodNullable:tl,ZodDefault:wf,ZodCatch:wm,ZodNaN:xm,BRAND:CY,ZodBranded:wO,ZodPipeline:mh,custom:xO,Schema:Ce,ZodSchema:Ce,late:TY,get ZodFirstPartyTypeKind(){return ye},coerce:sQ,any:IY,array:$Y,bigint:AY,boolean:EO,date:kY,discriminatedUnion:VY,effect:K4,enum:YY,function:WY,instanceof:EY,intersection:zY,lazy:KY,literal:XY,map:HY,nan:PY,nativeEnum:QY,never:DY,null:MY,nullable:eQ,number:TO,object:FY,oboolean:oQ,onumber:iQ,optional:JY,ostring:rQ,pipeline:nQ,preprocess:tQ,promise:ZY,record:GY,set:qY,strictObject:BY,string:CO,symbol:RY,transformer:K4,tuple:UY,undefined:OY,union:jY,unknown:NY,void:LY,NEVER:aQ,ZodIssueCode:ee,quotelessJson:cY,ZodError:bi});const lQ=_t.string(),Twe=e=>lQ.safeParse(e).success,uQ=_t.string(),Ewe=e=>uQ.safeParse(e).success,cQ=_t.string(),Pwe=e=>cQ.safeParse(e).success,dQ=_t.string(),Awe=e=>dQ.safeParse(e).success,fQ=_t.number().int().min(1),kwe=e=>fQ.safeParse(e).success,hQ=_t.number().min(1),Rwe=e=>hQ.safeParse(e).success,pQ=_t.enum(["euler","deis","ddim","ddpm","dpmpp_2s","dpmpp_2m","dpmpp_2m_sde","dpmpp_sde","heun","kdpm_2","lms","pndm","unipc","euler_k","dpmpp_2s_k","dpmpp_2m_k","dpmpp_2m_sde_k","dpmpp_sde_k","heun_k","lms_k","euler_a","kdpm_2_a"]),Owe=e=>pQ.safeParse(e).success,Mwe={euler:"Euler",deis:"DEIS",ddim:"DDIM",ddpm:"DDPM",dpmpp_sde:"DPM++ SDE",dpmpp_2s:"DPM++ 2S",dpmpp_2m:"DPM++ 2M",dpmpp_2m_sde:"DPM++ 2M SDE",heun:"Heun",kdpm_2:"KDPM 2",lms:"LMS",pndm:"PNDM",unipc:"UniPC",euler_k:"Euler Karras",dpmpp_sde_k:"DPM++ SDE Karras",dpmpp_2s_k:"DPM++ 2S Karras",dpmpp_2m_k:"DPM++ 2M Karras",dpmpp_2m_sde_k:"DPM++ 2M SDE Karras",heun_k:"Heun Karras",lms_k:"LMS Karras",euler_a:"Euler Ancestral",kdpm_2_a:"KDPM 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f=d.total,p=Kn.removeOne(d,t.image_name).total-f;d.total=d.total+p})));const a={board_id:"none",categories:o},l=he.endpoints.listImages.select(a)(i()),u=l.data&&l.data.ids.length>=l.data.total,c=xb(l.data,t);(u||c)&&s.push(n(he.util.updateQueryData("listImages",a,d=>{const f=d.total,p=Kn.upsertOne(d,t).total-f;d.total=d.total+p})));try{await r}catch{s.forEach(d=>d.undo())}}})})}),{useGetIntermediatesCountQuery:r3e,useListImagesQuery:i3e,useLazyListImagesQuery:o3e,useGetImageDTOQuery:s3e,useGetImageMetadataQuery:a3e,useDeleteImageMutation:l3e,useGetBoardImagesTotalQuery:u3e,useGetBoardAssetsTotalQuery:c3e,useUploadImageMutation:d3e,useAddImageToBoardMutation:f3e,useRemoveImageFromBoardMutation:h3e,useClearIntermediatesMutation:p3e}=he,i7=ue("socket/socketConnected"),o7=ue("socket/appSocketConnected"),s7=ue("socket/socketDisconnected"),a7=ue("socket/appSocketDisconnected"),zx=ue("socket/socketSubscribed"),l7=ue("socket/appSocketSubscribed"),u7=ue("socket/socketUnsubscribed"),c7=ue("socket/appSocketUnsubscribed"),d7=ue("socket/socketInvocationStarted"),f7=ue("socket/appSocketInvocationStarted"),Ux=ue("socket/socketInvocationComplete"),h7=ue("socket/appSocketInvocationComplete"),p7=ue("socket/socketInvocationError"),Gx=ue("socket/appSocketInvocationError"),g7=ue("socket/socketGraphExecutionStateComplete"),m7=ue("socket/appSocketGraphExecutionStateComplete"),y7=ue("socket/socketGeneratorProgress"),v7=ue("socket/appSocketGeneratorProgress"),b7=ue("socket/socketModelLoadStarted"),oJ=ue("socket/appSocketModelLoadStarted"),S7=ue("socket/socketModelLoadCompleted"),sJ=ue("socket/appSocketModelLoadCompleted"),_7=ue("socket/socketSessionRetrievalError"),w7=ue("socket/appSocketSessionRetrievalError"),x7=ue("socket/socketInvocationRetrievalError"),C7=ue("socket/appSocketInvocationRetrievalError"),Hx=ue("controlNet/imageProcessed"),Yl={none:{type:"none",label:"none",description:"",default:{type:"none"}},canny_image_processor:{type:"canny_image_processor",label:"Canny",description:"",default:{id:"canny_image_processor",type:"canny_image_processor",low_threshold:100,high_threshold:200}},content_shuffle_image_processor:{type:"content_shuffle_image_processor",label:"Content 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r,{deleted_board_images:s}=o;s.forEach(u=>{n(he.util.updateQueryData("getImageDTO",u,c=>{c.board_id=void 0}))});const a=[{categories:gi},{categories:_s}],l=s.map(u=>({id:u,changes:{board_id:void 0}}));a.forEach(u=>{n(he.util.updateQueryData("listImages",u,c=>{const d=c.total,h=Kn.updateMany(c,l).total-d;c.total=c.total+h}))})}catch{}}}),deleteBoardAndImages:e.mutation({query:t=>({url:`boards/${t}`,method:"DELETE",params:{include_images:!0}}),invalidatesTags:(t,n,r)=>[{type:"Board",id:Ie},{type:"ImageList",id:di({board_id:"none",categories:gi})},{type:"ImageList",id:di({board_id:"none",categories:_s})},{type:"BoardImagesTotal",id:"none"},{type:"BoardAssetsTotal",id:"none"}],async onQueryStarted(t,{dispatch:n,queryFulfilled:r,getState:i}){try{const{data:o}=await r,{deleted_images:s}=o;[{categories:gi},{categories:_s}].forEach(l=>{n(he.util.updateQueryData("listImages",l,u=>{const c=u.total,f=Kn.removeMany(u,s).total-c;u.total=u.total+f}))})}catch{}}})})}),{useListBoardsQuery:O3e,useListAllBoardsQuery:M3e,useCreateBoardMutation:I3e,useUpdateBoardMutation:N3e,useDeleteBoardMutation:D3e,useDeleteBoardAndImagesMutation:L3e,useListAllImageNamesForBoardQuery:$3e}=tc,O7={selection:[],shouldAutoSwitch:!0,autoAddBoardId:void 0,galleryImageMinimumWidth:96,selectedBoardId:void 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n=e.selection.filter(r=>!t.payload.includes(r));if(n.length){e.selection=n;return}e.selection=[e.batchImageNames[0]]},batchReset:e=>{e.batchImageNames=[],e.selection=[]},autoAddBoardIdChanged:(e,t)=>{e.autoAddBoardId=t.payload},galleryViewChanged:(e,t)=>{e.galleryView=t.payload}},extraReducers:e=>{e.addMatcher(mJ,(t,n)=>{const r=n.meta.arg.originalArgs;r===t.selectedBoardId&&(t.selectedBoardId=void 0,t.galleryView="images"),r===t.autoAddBoardId&&(t.autoAddBoardId=void 0)}),e.addMatcher(tc.endpoints.listAllBoards.matchFulfilled,(t,n)=>{const r=n.payload;t.autoAddBoardId&&(r.map(i=>i.board_id).includes(t.autoAddBoardId)||(t.autoAddBoardId=void 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n=t.payload;delete e.loras[n]},lorasCleared:e=>{e.loras={}},loraWeightChanged:(e,t)=>{const{id:n,weight:r}=t.payload;e.loras[n].weight=r},loraWeightReset:(e,t)=>{const n=t.payload;e.loras[n].weight=wT.weight}}}),{loraAdded:q3e,loraRemoved:L7,loraWeightChanged:W3e,loraWeightReset:K3e,lorasCleared:X3e}=D7.actions,_J=D7.reducer;function ti(e){if(typeof e=="string"||typeof e=="number")return""+e;let t="";if(Array.isArray(e))for(let n=0,r;n 