

"""simple docstring"""





from dataclasses import dataclass
from enum import Enum
from typing import List, Optional, Union

import numpy as np
import PIL
from PIL import Image

from ...utils import BaseOutput, is_torch_available, is_transformers_available




@dataclass
class    _lowerCAmelCase    (      lowercase  ):







 """simple docstring"""







 __UpperCAmelCase      :   Optional[int]  						=      {
     "sld_warmup_steps": 1_5,
     "sld_guidance_scale": 2_0,
     "sld_threshold": 0.0,
     "sld_momentum_scale": 0.0,
     "sld_mom_beta": 0.0,
 }
 __UpperCAmelCase      :   Union[str, Any]  						=      {
     "sld_warmup_steps": 1_0,
     "sld_guidance_scale": 1_0_0_0,
     "sld_threshold": 0.01,
     "sld_momentum_scale": 0.3,
     "sld_mom_beta": 0.4,
 }
 __UpperCAmelCase      :   int  						=      {
     "sld_warmup_steps": 7,
     "sld_guidance_scale": 2_0_0_0,
     "sld_threshold": 0.025,
     "sld_momentum_scale": 0.5,
     "sld_mom_beta": 0.7,
 }
 __UpperCAmelCase      :   Optional[int]  						=      {
     "sld_warmup_steps": 0,
     "sld_guidance_scale": 5_0_0_0,
     "sld_threshold": 1.0,
     "sld_momentum_scale": 0.5,
     "sld_mom_beta": 0.7,
 }







@dataclass
class    _lowerCAmelCase    (      lowercase  ):







 """simple docstring"""







 __UpperCAmelCase      :   Union[List[PIL.Image.Image], np.ndarray]
 __UpperCAmelCase      :   Optional[List[bool]]
 __UpperCAmelCase      :   Optional[Union[List[PIL.Image.Image], np.ndarray]]
 __UpperCAmelCase      :   Optional[str]


if is_transformers_available() and is_torch_available():
   from .pipeline_stable_diffusion_safe import StableDiffusionPipelineSafe
   from .safety_checker import SafeStableDiffusionSafetyChecker







"""simple docstring"""





def     _A    (    UpperCamelCase_	:			str)      ->		int:
   '''simple docstring'''


   __lowercase								=		0
   for plain_chr in plain_text:
      __lowercase								=		(
          ord(UpperCamelCase_) + (hash_value << 6) + (hash_value << 16) - hash_value
      )
   return hash_value




