



from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


_snake_case		=  logging.get_logger(__name__)

_snake_case		=  {
    "microsoft/beit-base-patch16-224-pt22k": (
        "https://huggingface.co/microsoft/beit-base-patch16-224-pt22k/resolve/main/config.json"
    ),
    # See all BEiT models at https://huggingface.co/models?filter=beit
}



class   UpperCAmelCase_    (       a):
							lowerCamelCase__   			=		'beit'







							def __init__(   self,			__a=8192,			__a=768,			__a=12,			__a=12,			__a=3072,			__a="gelu",			__a=0.0,			__a=0.0,			__a=0.02,			__a=1E-12,			__a=224,			__a=16,			__a=3,			__a=False,			__a=False,			__a=False,			__a=False,			__a=0.1,			__a=0.1,			__a=True,			__a=[3, 5, 7, 11],			__a=[1, 2, 3, 6],			__a=True,			__a=0.4,			__a=256,			__a=1,			__a=False,			__a=255,			**__a,			):

														'''simple docstring'''

														super().__init__(**__a)

														_lowerCAmelCase     :							str    =    vocab_size
														_lowerCAmelCase     :							Tuple    =    hidden_size
														_lowerCAmelCase     :							Optional[int]    =    num_hidden_layers
														_lowerCAmelCase     :							Tuple    =    num_attention_heads
														_lowerCAmelCase     :							str    =    intermediate_size
														_lowerCAmelCase     :							Optional[Any]    =    hidden_act
														_lowerCAmelCase     :							Tuple    =    hidden_dropout_prob
														_lowerCAmelCase     :							Dict    =    attention_probs_dropout_prob
														_lowerCAmelCase     :							Any    =    initializer_range
														_lowerCAmelCase     :							List[str]    =    layer_norm_eps

														_lowerCAmelCase     :							Dict    =    image_size
														_lowerCAmelCase     :							int    =    patch_size
														_lowerCAmelCase     :							str    =    num_channels
														_lowerCAmelCase     :							List[Any]    =    use_mask_token
														_lowerCAmelCase     :							List[Any]    =    use_absolute_position_embeddings
														_lowerCAmelCase     :							List[str]    =    use_relative_position_bias
														_lowerCAmelCase     :							Tuple    =    use_shared_relative_position_bias
														_lowerCAmelCase     :							Any    =    layer_scale_init_value
														_lowerCAmelCase     :							Optional[Any]    =    drop_path_rate
														_lowerCAmelCase     :							Any    =    use_mean_pooling
														# decode head attributes (semantic segmentation)
														_lowerCAmelCase     :							Any    =    out_indices
														_lowerCAmelCase     :							List[str]    =    pool_scales
														# auxiliary head attributes (semantic segmentation)
														_lowerCAmelCase     :							Any    =    use_auxiliary_head
														_lowerCAmelCase     :							List[Any]    =    auxiliary_loss_weight
														_lowerCAmelCase     :							List[Any]    =    auxiliary_channels
														_lowerCAmelCase     :							Union[str, Any]    =    auxiliary_num_convs
														_lowerCAmelCase     :							Optional[Any]    =    auxiliary_concat_input
														_lowerCAmelCase     :							Union[str, Any]    =    semantic_loss_ignore_index



class   UpperCAmelCase_    (       a):
							lowerCamelCase__   			=		version.parse('1.11')







							@property
							def    snake_case__      (   self):

														'''simple docstring'''

														return OrderedDict(
														    [
														        ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
														    ])







							@property
							def    snake_case__      (   self):

														'''simple docstring'''

														return 1E-4





from __future__ import annotations

import bisect






def 				A				(					_lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase = 0				, _lowerCamelCase = -1  ):





							'''simple docstring'''




							if hi < 0:
														_lowerCAmelCase     :							int    =    len(_lowerCamelCase  )

							while lo < hi:
														_lowerCAmelCase     :							Optional[Any]    =    lo + (hi - lo) // 2
														if sorted_collection[mid] < item:
																					_lowerCAmelCase     :							Union[str, Any]    =    mid + 1
														else:
																					_lowerCAmelCase     :							str    =    mid

							return lo






def 				A				(					_lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase = 0				, _lowerCamelCase = -1  ):





							'''simple docstring'''




							if hi < 0:
														_lowerCAmelCase     :							str    =    len(_lowerCamelCase  )

							while lo < hi:
														_lowerCAmelCase     :							Tuple    =    lo + (hi - lo) // 2
														if sorted_collection[mid] <= item:
																					_lowerCAmelCase     :							Dict    =    mid + 1
														else:
																					_lowerCAmelCase     :							str    =    mid

							return lo






def 				A				(					_lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase = 0				, _lowerCamelCase = -1  ):





							'''simple docstring'''




							sorted_collection.insert(bisect_left(_lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase  )				, _lowerCamelCase  )






def 				A				(					_lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase = 0				, _lowerCamelCase = -1  ):





							'''simple docstring'''




							sorted_collection.insert(bisect_right(_lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase  )				, _lowerCamelCase  )






def 				A				(					_lowerCamelCase				, _lowerCamelCase  ):





							'''simple docstring'''




							_lowerCAmelCase     :							int    =    0
							_lowerCAmelCase     :							Union[str, Any]    =    len(_lowerCamelCase  ) - 1

							while left <= right:
														_lowerCAmelCase     :							int    =    left + (right - left) // 2
														_lowerCAmelCase     :							int    =    sorted_collection[midpoint]
														if current_item == item:
																					return midpoint
														elif item < current_item:
																					_lowerCAmelCase     :							str    =    midpoint - 1
														else:
																					_lowerCAmelCase     :							Any    =    midpoint + 1
							return None






def 				A				(					_lowerCamelCase				, _lowerCamelCase  ):





							'''simple docstring'''




							_lowerCAmelCase     :							Tuple    =    bisect.bisect_left(_lowerCamelCase				, _lowerCamelCase  )
							if index != len(_lowerCamelCase  ) and sorted_collection[index] == item:
														return index
							return None






def 				A				(					_lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase  ):





							'''simple docstring'''




							if right < left:
														return None

							_lowerCAmelCase     :							Optional[int]    =    left + (right - left) // 2

							if sorted_collection[midpoint] == item:
														return midpoint
							elif sorted_collection[midpoint] > item:
														return binary_search_by_recursion(_lowerCamelCase				, _lowerCamelCase				, _lowerCamelCase				, midpoint - 1  )
							else:
														return binary_search_by_recursion(_lowerCamelCase				, _lowerCamelCase				, midpoint + 1				, _lowerCamelCase  )


if __name__ == "__main__":
						_snake_case		=  input("Enter numbers separated by comma:\n").strip()
						_snake_case		=  sorted(int(item) for item in user_input.split(","))
						_snake_case		=  int(input("Enter a single number to be found in the list:\n"))
						_snake_case		=  binary_search(collection, target)
						if result is None:
												print(f'''{target} was not found in {collection}.''')
						else:
												print(f'''{target} was found at position {result} in {collection}.''')
