

"""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 			__UpperCamelCase (   _A						):
		SCREAMING_SNAKE_CASE								=    {
		    "sld_warmup_steps": 15,
		    "sld_guidance_scale": 20,
		    "sld_threshold": 0.0,
		    "sld_momentum_scale": 0.0,
		    "sld_mom_beta": 0.0,
		}
		SCREAMING_SNAKE_CASE								=    {
		    "sld_warmup_steps": 10,
		    "sld_guidance_scale": 1_000,
		    "sld_threshold": 0.01,
		    "sld_momentum_scale": 0.3,
		    "sld_mom_beta": 0.4,
		}
		SCREAMING_SNAKE_CASE								=    {
		    "sld_warmup_steps": 7,
		    "sld_guidance_scale": 2_000,
		    "sld_threshold": 0.025,
		    "sld_momentum_scale": 0.5,
		    "sld_mom_beta": 0.7,
		}
		SCREAMING_SNAKE_CASE								=    {
		    "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 			__UpperCamelCase (   _A						):
		SCREAMING_SNAKE_CASE								=    42
		SCREAMING_SNAKE_CASE								=    42
		SCREAMING_SNAKE_CASE								=    42
		SCREAMING_SNAKE_CASE								=    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    (		_a    ):
							lowercase_							=				24
							lowercase_							=				21
							lowercase_							=				18
							lowercase_							=				15
							lowercase_							=				12
							lowercase_							=				9
							lowercase_							=				6
							lowercase_							=				3
							lowercase_							=				2
							lowercase_							=				1
							lowercase_							=				-1
							lowercase_							=				-2
							lowercase_							=				-3
							lowercase_							=				-6
							lowercase_							=				-9
							lowercase_							=				-12
							lowercase_							=				-15
							lowercase_							=				-18
							lowercase_							=				-21
							lowercase_							=				-24



class 			A    (		_a    ):
							lowercase_							=				8
							lowercase_							=				7
							lowercase_							=				6
							lowercase_							=				5
							lowercase_							=				4
							lowercase_							=				3
							lowercase_							=				2
							lowercase_							=				1



def 		snake_case_    (UpperCamelCase       :  float ,						UpperCamelCase       :  str | SIUnit ,						UpperCamelCase       :  str | SIUnit ,						):





							'''simple docstring'''


							if isinstance(UpperCamelCase ,						UpperCamelCase      ):
														_a	     =				SIUnit[known_prefix.lower()]
							if isinstance(UpperCamelCase ,						UpperCamelCase      ):
														_a	     =				SIUnit[unknown_prefix.lower()]
							_a	     =				known_amount * (
							    10 ** (known_prefix.value - unknown_prefix.value)
							)
							return unknown_amount
def 		snake_case_    (UpperCamelCase       :  float ,						UpperCamelCase       :  str | BinaryUnit ,						UpperCamelCase       :  str | BinaryUnit ,						):





							'''simple docstring'''


							if isinstance(UpperCamelCase ,						UpperCamelCase      ):
														_a	     =				BinaryUnit[known_prefix.lower()]
							if isinstance(UpperCamelCase ,						UpperCamelCase      ):
														_a	     =				BinaryUnit[unknown_prefix.lower()]
							_a	     =				known_amount * (
							    2 ** ((known_prefix.value - unknown_prefix.value) * 10)
							)
							return unknown_amount


if __name__ == "__main__":
				import doctest

				doctest.testmod()

