🔧 Fix import codes in diffusers library (#5792)

* 🔧 Fix import codes in diffusers library

* ✨Refactor imports in community examples

examples/community/ddim_noise_comparative_analysis.py

@@ -18,7 +18,7 @@ import PIL.Image
 import torch
 from torchvision import transforms
 
-from diffusers.pipeline_utils import DiffusionPipeline, ImagePipelineOutput
+from diffusers.pipelines.pipeline_utils import DiffusionPipeline, ImagePipelineOutput
 from diffusers.schedulers import DDIMScheduler
 from diffusers.utils.torch_utils import randn_tensor
 

examples/community/iadb.py

@@ -4,7 +4,7 @@ import torch
 
 from diffusers import DiffusionPipeline
 from diffusers.configuration_utils import ConfigMixin
-from diffusers.pipeline_utils import ImagePipelineOutput
+from diffusers.pipelines.pipeline_utils import ImagePipelineOutput
 from diffusers.schedulers.scheduling_utils import SchedulerMixin
 
 

examples/community/mixture_canvas.py

@@ -12,7 +12,7 @@ from tqdm.auto import tqdm
 from transformers import CLIPFeatureExtractor, CLIPTextModel, CLIPTokenizer
 
 from diffusers.models import AutoencoderKL, UNet2DConditionModel
-from diffusers.pipeline_utils import DiffusionPipeline
+from diffusers.pipelines.pipeline_utils import DiffusionPipeline
 from diffusers.pipelines.stable_diffusion import StableDiffusionSafetyChecker
 from diffusers.schedulers import DDIMScheduler, LMSDiscreteScheduler, PNDMScheduler
 

examples/community/mixture_tiling.py

@@ -7,7 +7,7 @@ import torch
 from tqdm.auto import tqdm
 
 from diffusers.models import AutoencoderKL, UNet2DConditionModel
-from diffusers.pipeline_utils import DiffusionPipeline
+from diffusers.pipelines.pipeline_utils import DiffusionPipeline
 from diffusers.pipelines.stable_diffusion import StableDiffusionSafetyChecker
 from diffusers.schedulers import DDIMScheduler, LMSDiscreteScheduler, PNDMScheduler
 from diffusers.utils import logging

examples/community/pipeline_fabric.py

@@ -14,7 +14,6 @@
 from typing import List, Optional, Union
 
 import torch
-from diffuser.utils.torch_utils import randn_tensor
 from packaging import version
 from PIL import Image
 from transformers import CLIPTextModel, CLIPTokenizer
@@ -33,6 +32,7 @@ from diffusers.utils import (
     logging,
     replace_example_docstring,
 )
+from diffusers.utils.torch_utils import randn_tensor
 
 
 logger = logging.get_logger(__name__)  # pylint: disable=invalid-name

examples/community/stable_diffusion_controlnet_img2img.py

@@ -9,8 +9,8 @@ import torch
 from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
 
 from diffusers import AutoencoderKL, ControlNetModel, DiffusionPipeline, UNet2DConditionModel, logging
+from diffusers.pipelines.controlnet.multicontrolnet import MultiControlNetModel
 from diffusers.pipelines.stable_diffusion import StableDiffusionPipelineOutput, StableDiffusionSafetyChecker
-from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion_controlnet import MultiControlNetModel
 from diffusers.schedulers import KarrasDiffusionSchedulers
 from diffusers.utils import (
     PIL_INTERPOLATION,

examples/community/stable_diffusion_controlnet_inpaint.py

@@ -10,8 +10,8 @@ import torch.nn.functional as F
 from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
 
 from diffusers import AutoencoderKL, ControlNetModel, DiffusionPipeline, UNet2DConditionModel, logging
+from diffusers.pipelines.controlnet.multicontrolnet import MultiControlNetModel
 from diffusers.pipelines.stable_diffusion import StableDiffusionPipelineOutput, StableDiffusionSafetyChecker
-from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion_controlnet import MultiControlNetModel
 from diffusers.schedulers import KarrasDiffusionSchedulers
 from diffusers.utils import (
     PIL_INTERPOLATION,

examples/community/stable_diffusion_ipex.py

@@ -23,7 +23,7 @@ from transformers import CLIPFeatureExtractor, CLIPTextModel, CLIPTokenizer
 from diffusers.configuration_utils import FrozenDict
 from diffusers.loaders import TextualInversionLoaderMixin
 from diffusers.models import AutoencoderKL, UNet2DConditionModel
-from diffusers.pipeline_utils import DiffusionPipeline
+from diffusers.pipelines.pipeline_utils import DiffusionPipeline
 from diffusers.pipelines.stable_diffusion import StableDiffusionPipelineOutput
 from diffusers.pipelines.stable_diffusion.safety_checker import StableDiffusionSafetyChecker
 from diffusers.schedulers import KarrasDiffusionSchedulers