






from __future__ import annotations

import bisect




def      lowercase__      (     __snake_case    :							List[Any]     ,       __snake_case    :							Optional[int]     ,       __snake_case    :							List[Any] = 0     ,       __snake_case    :							int = -1  ):


					'''simple docstring'''


					if hi < 0:
										UpperCAmelCase_    :      List[str]            =						len(lowerCAmelCase_  )

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

					return lo




def      lowercase__      (     __snake_case    :							Union[str, Any]     ,       __snake_case    :							Optional[Any]     ,       __snake_case    :							int = 0     ,       __snake_case    :							Any = -1  ):


					'''simple docstring'''


					if hi < 0:
										UpperCAmelCase_    :      Union[str, Any]            =						len(lowerCAmelCase_  )

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

					return lo




def      lowercase__      (     __snake_case    :							int     ,       __snake_case    :							str     ,       __snake_case    :							List[Any] = 0     ,       __snake_case    :							Dict = -1  ):


					'''simple docstring'''


					sorted_collection.insert(bisect_left(lowerCAmelCase_     ,       lowerCAmelCase_     ,       lowerCAmelCase_     ,       lowerCAmelCase_  )     ,       lowerCAmelCase_  )




def      lowercase__      (     __snake_case    :							List[str]     ,       __snake_case    :							Union[str, Any]     ,       __snake_case    :							Optional[Any] = 0     ,       __snake_case    :							List[str] = -1  ):


					'''simple docstring'''


					sorted_collection.insert(bisect_right(lowerCAmelCase_     ,       lowerCAmelCase_     ,       lowerCAmelCase_     ,       lowerCAmelCase_  )     ,       lowerCAmelCase_  )




def      lowercase__      (     __snake_case    :							Any     ,       __snake_case    :							Optional[int]  ):


					'''simple docstring'''


					UpperCAmelCase_    :      Union[str, Any]            =						0
					UpperCAmelCase_    :      Dict            =						len(lowerCAmelCase_  ) - 1

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




def      lowercase__      (     __snake_case    :							int     ,       __snake_case    :							str  ):


					'''simple docstring'''


					UpperCAmelCase_    :      Any            =						bisect.bisect_left(lowerCAmelCase_     ,       lowerCAmelCase_  )
					if index != len(lowerCAmelCase_  ) and sorted_collection[index] == item:
										return index
					return None




def      lowercase__      (     __snake_case    :							Any     ,       __snake_case    :							int     ,       __snake_case    :							Union[str, Any]     ,       __snake_case    :							Any  ):


					'''simple docstring'''


					if right < left:
										return None

					UpperCAmelCase_    :      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__":
		__UpperCAmelCase								=						input('Enter numbers separated by comma:\n').strip()
		__UpperCAmelCase								=						sorted(int(item) for item in user_input.split(','))
		__UpperCAmelCase								=						int(input('Enter a single number to be found in the list:\n'))
		__UpperCAmelCase								=						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}.')










from ...configuration_utils import PretrainedConfig
from ...utils import logging


_UpperCAmelCase	:     Optional[Any]   =logging.get_logger(__name__)

_UpperCAmelCase	:     str   ={
    """facebook/vit-mae-base""": """https://huggingface.co/facebook/vit-mae-base/resolve/main/config.json""",
    # See all ViT MAE models at https://huggingface.co/models?filter=vit-mae
}







class  snake_case__(							UpperCAmelCase__							):







						'''simple docstring'''




						SCREAMING_SNAKE_CASE__					:     Optional[Any]    =							"""vit_mae"""




						def __init__( self      ,  __lowercase=7_6_8      ,  __lowercase=1_2      ,  __lowercase=1_2      ,  __lowercase=3_0_7_2      ,  __lowercase="gelu"      ,  __lowercase=0.0      ,  __lowercase=0.0      ,  __lowercase=0.02      ,  __lowercase=1e-12      ,  __lowercase=2_2_4      ,  __lowercase=1_6      ,  __lowercase=3      ,  __lowercase=True      ,  __lowercase=1_6      ,  __lowercase=5_1_2      ,  __lowercase=8      ,  __lowercase=2_0_4_8      ,  __lowercase=0.75      ,  __lowercase=False      ,  **__lowercase      ,  )    ->			str:
										super().__init__(**__lowercase							)

										lowerCAmelCase_       :					Dict			 = hidden_size
										lowerCAmelCase_       :					Any			 = num_hidden_layers
										lowerCAmelCase_       :					Any			 = num_attention_heads
										lowerCAmelCase_       :					int			 = intermediate_size
										lowerCAmelCase_       :					Dict			 = hidden_act
										lowerCAmelCase_       :					int			 = hidden_dropout_prob
										lowerCAmelCase_       :					str			 = attention_probs_dropout_prob
										lowerCAmelCase_       :					List[str]			 = initializer_range
										lowerCAmelCase_       :					Dict			 = layer_norm_eps
										lowerCAmelCase_       :					Union[str, Any]			 = image_size
										lowerCAmelCase_       :					Optional[int]			 = patch_size
										lowerCAmelCase_       :					Tuple			 = num_channels
										lowerCAmelCase_       :					List[str]			 = qkv_bias
										lowerCAmelCase_       :					List[Any]			 = decoder_num_attention_heads
										lowerCAmelCase_       :					int			 = decoder_hidden_size
										lowerCAmelCase_       :					Optional[int]			 = decoder_num_hidden_layers
										lowerCAmelCase_       :					Tuple			 = decoder_intermediate_size
										lowerCAmelCase_       :					Tuple			 = mask_ratio
										lowerCAmelCase_       :					Any			 = norm_pix_loss