
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 						__magic_name__				(  lowercase_      ):
		_lowerCAmelCase						=		{
		    "sld_warmup_steps": 15,
		    "sld_guidance_scale": 20,
		    "sld_threshold": 0.0,
		    "sld_momentum_scale": 0.0,
		    "sld_mom_beta": 0.0,
		}
		_lowerCAmelCase						=		{
		    "sld_warmup_steps": 10,
		    "sld_guidance_scale": 1_000,
		    "sld_threshold": 0.01,
		    "sld_momentum_scale": 0.3,
		    "sld_mom_beta": 0.4,
		}
		_lowerCAmelCase						=		{
		    "sld_warmup_steps": 7,
		    "sld_guidance_scale": 2_000,
		    "sld_threshold": 0.025,
		    "sld_momentum_scale": 0.5,
		    "sld_mom_beta": 0.7,
		}
		_lowerCAmelCase						=		{
		    "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 						__magic_name__				(  lowercase_      ):
		_lowerCAmelCase						=		42
		_lowerCAmelCase						=		42
		_lowerCAmelCase						=		42
		_lowerCAmelCase						=		42


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


def       UpperCAmelCase__							(    __magic_name__  :       Union[str, Any]							,					__magic_name__  :       int					):


					'''simple docstring'''

					sequence.append(__magic_name__					)

					lowerCAmelCase						:   Tuple							=       0
					while sequence[index] != target:
										index += 1

					sequence.pop()

					if index == len(__magic_name__					):
										return None

					return index


if __name__ == "__main__":
		__SCREAMING_SNAKE_CASE     :				Dict             =       input('Enter numbers separated by comma:\n').strip()
		__SCREAMING_SNAKE_CASE     :				int             =       [int(item) for item in user_input.split(',')]

		__SCREAMING_SNAKE_CASE     :				str             =       input('Enter a single number to be found in the list:\n')
		__SCREAMING_SNAKE_CASE     :				Tuple             =       int(target_input)
		__SCREAMING_SNAKE_CASE     :				Union[str, Any]             =       sentinel_linear_search(sequence, target)
		if result is not None:
				print(f"""{target} found at positions: {result}""")
		else:
				print('Not found')
