Update pipeline_semantic_stable_diffusion_img2img_solver.py

pipeline_semantic_stable_diffusion_img2img_solver.py

@@ -1,3 +1,33 @@
+import inspect
+import warnings
+from itertools import repeat
+from typing import Callable, List, Optional, Union
+
+import torch
+from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
+
+from diffusers.image_processor import VaeImageProcessor
+from diffusers.models import AutoencoderKL, UNet2DConditionModel
+from diffusers.models.attention_processor import AttnProcessor, Attention
+from diffusers.pipelines.stable_diffusion.safety_checker import StableDiffusionSafetyChecker
+from diffusers.schedulers import DDIMScheduler
+from scheduling_dpmsolver_multistep_inject import DPMSolverMultistepSchedulerInject
+# from diffusers.utils import logging, randn_tensor
+from diffusers.utils import logging
+from diffusers.utils.torch_utils import randn_tensor
+from diffusers.pipelines.pipeline_utils import DiffusionPipeline
+from diffusers.pipelines.semantic_stable_diffusion import SemanticStableDiffusionPipelineOutput
+
+import numpy as np
+from PIL import Image
+from tqdm import tqdm
+import torch.nn.functional as F
+import math
+from collections.abc import Iterable
+
+logger = logging.get_logger(__name__)  # pylint: disable=invalid-name
+
+
 class AttentionStore():
     @staticmethod
     def get_empty_store():