






"""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 		_a       (						lowercase_   ):





   '''simple docstring'''






   UpperCamelCase__      					=    {
       """sld_warmup_steps""": 15,
       """sld_guidance_scale""": 20,
       """sld_threshold""": 0.0,
       """sld_momentum_scale""": 0.0,
       """sld_mom_beta""": 0.0,
   }
   UpperCamelCase__      					=    {
       """sld_warmup_steps""": 10,
       """sld_guidance_scale""": 1_000,
       """sld_threshold""": 0.01,
       """sld_momentum_scale""": 0.3,
       """sld_mom_beta""": 0.4,
   }
   UpperCamelCase__      					=    {
       """sld_warmup_steps""": 7,
       """sld_guidance_scale""": 2_000,
       """sld_threshold""": 0.0_25,
       """sld_momentum_scale""": 0.5,
       """sld_mom_beta""": 0.7,
   }
   UpperCamelCase__      					=    {
       """sld_warmup_steps""": 0,
       """sld_guidance_scale""": 5_000,
       """sld_threshold""": 1.0,
       """sld_momentum_scale""": 0.5,
       """sld_mom_beta""": 0.7,
   }







@dataclass
class 		_a       (						lowercase_   ):





   '''simple docstring'''






   UpperCamelCase__      					=    42
   UpperCamelCase__      					=    42
   UpperCamelCase__      					=    42
   UpperCamelCase__      					=    42


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














"""simple docstring"""





from __future__ import annotations






def     A(  snake_case_						,       snake_case_		):
       """simple docstring"""





       lowercase__  ,     lowercase__:    Optional[int]        =      0, len(snake_case_		) - 1
       while start_ind <= end_ind:
              if array[start_ind] == search_item:
                     return start_ind
              elif array[end_ind] == search_item:
                     return end_ind
              else:
                     start_ind += 1
                     end_ind -= 1
    # returns -1 if search_item is not found in array
       return -1


if __name__ == "__main__":
  print(double_linear_search(list(range(1_00)), 40))






