





'''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_      (       _a	):







	'''simple docstring'''
	__UpperCamelCase        =		{
	    'sld_warmup_steps': 15,
	    'sld_guidance_scale': 20,
	    'sld_threshold': 0.0,
	    'sld_momentum_scale': 0.0,
	    'sld_mom_beta': 0.0,
	}
	__UpperCamelCase        =		{
	    'sld_warmup_steps': 10,
	    'sld_guidance_scale': 10_00,
	    'sld_threshold': 0.0_1,
	    'sld_momentum_scale': 0.3,
	    'sld_mom_beta': 0.4,
	}
	__UpperCamelCase        =		{
	    'sld_warmup_steps': 7,
	    'sld_guidance_scale': 20_00,
	    'sld_threshold': 0.0_2_5,
	    'sld_momentum_scale': 0.5,
	    'sld_mom_beta': 0.7,
	}
	__UpperCamelCase        =		{
	    '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 		snake_case_      (       _a	):







	'''simple docstring'''
	__UpperCamelCase        =		42
	__UpperCamelCase        =		42
	__UpperCamelCase        =		42
	__UpperCamelCase        =		42


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











def    SCREAMING_SNAKE_CASE							(			snake_case       )		->						int:
		__lowercase					=    str(snake_case       ).strip()
		if not bin_string:
				raise ValueError('Empty string was passed to the function'       )
		__lowercase					=    bin_string[0] == '-'
		if is_negative:
				__lowercase					=    bin_string[1:]
		if not all(char in '01' for char in bin_string       ):
				raise ValueError('Non-binary value was passed to the function'       )
		__lowercase					=    0
		for char in bin_string:
				__lowercase					=    2 * decimal_number + int(snake_case       )
		return -decimal_number if is_negative else decimal_number


if __name__ == "__main__":
		from doctest import testmod

		testmod()




