
"""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__						(				a_						):
   __lowerCAmelCase						=    {
       """sld_warmup_steps""": 15,
       """sld_guidance_scale""": 20,
       """sld_threshold""": 0.0,
       """sld_momentum_scale""": 0.0,
       """sld_mom_beta""": 0.0,
   }
   __lowerCAmelCase						=    {
       """sld_warmup_steps""": 10,
       """sld_guidance_scale""": 1000,
       """sld_threshold""": 0.01,
       """sld_momentum_scale""": 0.3,
       """sld_mom_beta""": 0.4,
   }
   __lowerCAmelCase						=    {
       """sld_warmup_steps""": 7,
       """sld_guidance_scale""": 2000,
       """sld_threshold""": 0.025,
       """sld_momentum_scale""": 0.5,
       """sld_mom_beta""": 0.7,
   }
   __lowerCAmelCase						=    {
       """sld_warmup_steps""": 0,
       """sld_guidance_scale""": 5000,
       """sld_threshold""": 1.0,
       """sld_momentum_scale""": 0.5,
       """sld_mom_beta""": 0.7,
   }


@dataclass
class 		a__						(				a_						):
   __lowerCAmelCase						=    42
   __lowerCAmelCase						=    42
   __lowerCAmelCase						=    42
   __lowerCAmelCase						=    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

_A      :	List[str]       		=	"""Alexander Joslin"""


def   __magic_name__     (				__snake_case    :	int  )			->    int:

       if number <= 0:
              lowercase   :    Optional[Any]			=							f"""n must be greater than 0. Got n = {number}"""
              raise ValueError(__snake_case  )

       lowercase   :    List[str]			=							[number + 1] * (number + 1)

       # starting position
       lowercase   :    Optional[Any]			=							0
       for i in range(1					,			__snake_case  ):
              lowercase   :    str			=							min(table[i + 1]					,			table[i] + 1  )
              # check if out of bounds
              if i * 2 <= number:
                     lowercase   :    int			=							min(table[i * 2]					,			table[i] + 1  )
              # check if out of bounds
              if i * 3 <= number:
                     lowercase   :    Optional[int]			=							min(table[i * 3]					,			table[i] + 1  )
       return table[number]


if __name__ == "__main__":
   import doctest

   doctest.testmod()


