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


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








'''simple docstring'''






import math
from decimal import Decimal, getcontext






def 						_A					(lowerCAmelCase__	:int = 4_00_00_00		) ->	int:




     '''simple docstring'''



     try:
          _a         =				int(lowerCAmelCase__		)
     except (TypeError, ValueError):
          raise TypeError('Parameter n must be int or castable to int.'		)
     if n <= 0:
          raise ValueError('Parameter n must be greater than or equal to one.'		)
     _a         =				1_00
     _a         =				(Decimal(5		) ** Decimal(0.5		) + 1) / Decimal(2		)

     _a         =				(math.floor(math.log(n * (phi + 2)					,    lowerCAmelCase__		) - 1		) // 3) * 3 + 2
     _a         =				Decimal(round(phi ** Decimal(index + 1		)		)		) / (phi + 2)
     _a         =				num // 2
     return int(lowerCAmelCase__		)


if __name__ == "__main__":
 print(f'''{solution() = }''')

