


"""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(     UpperCamelCase_		):

		"""simple docstring"""





		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": 10_00,
		    "sld_threshold": 0.01,
		    "sld_momentum_scale": 0.3,
		    "sld_mom_beta": 0.4,
		}
		A         =       {
		    "sld_warmup_steps": 7,
		    "sld_guidance_scale": 20_00,
		    "sld_threshold": 0.025,
		    "sld_momentum_scale": 0.5,
		    "sld_mom_beta": 0.7,
		}
		A         =       {
		    "sld_warmup_steps": 0,
		    "sld_guidance_scale": 50_00,
		    "sld_threshold": 1.0,
		    "sld_momentum_scale": 0.5,
		    "sld_mom_beta": 0.7,
		}






@dataclass
class     A(     UpperCamelCase_		):

		"""simple docstring"""





		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"""






from __future__ import annotations

from enum import Enum






class     A(     lowerCamelCase__		):

		"""simple docstring"""





		A         =       24
		A         =       21
		A         =       18
		A         =       15
		A         =       12
		A         =       9
		A         =       6
		A         =       3
		A         =       2
		A         =       1
		A         =       -1
		A         =       -2
		A         =       -3
		A         =       -6
		A         =       -9
		A         =       -12
		A         =       -15
		A         =       -18
		A         =       -21
		A         =       -24






class     A(     lowerCamelCase__		):

		"""simple docstring"""





		A         =       8
		A         =       7
		A         =       6
		A         =       5
		A         =       4
		A         =       3
		A         =       2
		A         =       1





def 							A_					(   snake_case__					,				snake_case__					,				snake_case__					,				)				->     float:
			if isinstance(snake_case__					,				snake_case__		):
						_UpperCamelCase				:Tuple				    =  SIUnit[known_prefix.lower()]
			if isinstance(snake_case__					,				snake_case__		):
						_UpperCamelCase				:Optional[int]				    =  SIUnit[unknown_prefix.lower()]
			_UpperCamelCase				:float				    =  known_amount * (
			    10 ** (known_prefix.value - unknown_prefix.value)
			)
			return unknown_amount





def 							A_					(   snake_case__					,				snake_case__					,				snake_case__					,				)				->     float:
			if isinstance(snake_case__					,				snake_case__		):
						_UpperCamelCase				:Any				    =  BinaryUnit[known_prefix.lower()]
			if isinstance(snake_case__					,				snake_case__		):
						_UpperCamelCase				:Dict				    =  BinaryUnit[unknown_prefix.lower()]
			_UpperCamelCase				:float				    =  known_amount * (
			    2 ** ((known_prefix.value - unknown_prefix.value) * 10)
			)
			return unknown_amount


if __name__ == "__main__":
					import doctest

					doctest.testmod()

