


'''simple docstring'''





import math



def   SCREAMING_SNAKE_CASE__						(							snake_case_	)			->							Tuple:
				if not isinstance(lowercase__,	lowercase__	):
								A__     :							Tuple   				=f'Input value of [number={number}] must be an integer'
								raise TypeError(lowercase__	)
				if number < 1:
								A__     :							str   				=f'Input value of [number={number}] must be a positive integer'
								raise ValueError(lowercase__	)
				A__     :							str   				=[number]
				while number != 1:
								if number % 2 == 0:
												A__     :							List[str]   				=math.floor(math.sqrt(lowercase__	)	)
								else:
												A__     :							int   				=math.floor(
												    math.sqrt(lowercase__	) * math.sqrt(lowercase__	) * math.sqrt(lowercase__	)	)
								sequence.append(lowercase__	)
				return sequence


if __name__ == "__main__":
						import doctest

						doctest.testmod()







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      (      UpperCamelCase_   ):
		__lowercase													=		{
		    """sld_warmup_steps""": 15,
		    """sld_guidance_scale""": 20,
		    """sld_threshold""": 0.0,
		    """sld_momentum_scale""": 0.0,
		    """sld_mom_beta""": 0.0,
		}
		__lowercase													=		{
		    """sld_warmup_steps""": 10,
		    """sld_guidance_scale""": 1_000,
		    """sld_threshold""": 0.01,
		    """sld_momentum_scale""": 0.3,
		    """sld_mom_beta""": 0.4,
		}
		__lowercase													=		{
		    """sld_warmup_steps""": 7,
		    """sld_guidance_scale""": 2_000,
		    """sld_threshold""": 0.0_25,
		    """sld_momentum_scale""": 0.5,
		    """sld_mom_beta""": 0.7,
		}
		__lowercase													=		{
		    """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      (      UpperCamelCase_   ):
		__lowercase													=		42
		__lowercase													=		42
		__lowercase													=		42
		__lowercase													=		42


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



