



"""simple docstring"""

def 							SCREAMING_SNAKE_CASE__      (		SCREAMING_SNAKE_CASE__ :  list			):



					"""simple docstring"""





					snake_case_					:		Optional[int] 					=					len(SCREAMING_SNAKE_CASE__			)
					for i in range(1				,    SCREAMING_SNAKE_CASE__			):
										snake_case_					:		Tuple 					=					collection[i]
										snake_case_					:		Tuple 					=					0
										snake_case_					:		str 					=					i - 1

										while low <= high:
															snake_case_					:		Optional[int] 					=					(low + high) // 2
															if val < collection[mid]:
																				snake_case_					:		List[str] 					=					mid - 1
															else:
																				snake_case_					:		str 					=					mid + 1
										for j in range(SCREAMING_SNAKE_CASE__				,    SCREAMING_SNAKE_CASE__				,    -1			):
															snake_case_					:		List[str] 					=					collection[j - 1]
										snake_case_					:		Any 					=					val
					return collection


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









"""simple docstring"""

import copy

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto.configuration_auto import CONFIG_MAPPING


a_			   =					logging.get_logger(__name__)







class    __lowercase     (					_UpperCAmelCase):







						"""simple docstring"""







						_A		:							Optional[int]							       =		"""upernet"""







						def __init__(self   ,		lowercase__=None   ,		lowercase__=5_12   ,		lowercase__=0.02   ,		lowercase__=[1, 2, 3, 6]   ,		lowercase__=True   ,		lowercase__=0.4   ,		lowercase__=3_84   ,		lowercase__=2_56   ,		lowercase__=1   ,		lowercase__=False   ,		lowercase__=2_55   ,		**lowercase__   ,		):
											super().__init__(**lowercase__       )

											if backbone_config is None:
																logger.info("""`backbone_config` is `None`. Initializing the config with the default `ResNet` backbone."""       )
																snake_case_					:		List[Any] 					=					CONFIG_MAPPING["""resnet"""](out_features=["""stage1""", """stage2""", """stage3""", """stage4"""]       )
											elif isinstance(lowercase__   ,		lowercase__       ):
																snake_case_					:		Tuple 					=					backbone_config.get("""model_type"""       )
																snake_case_					:		List[str] 					=					CONFIG_MAPPING[backbone_model_type]
																snake_case_					:		List[Any] 					=					config_class.from_dict(lowercase__       )

											snake_case_					:		List[Any] 					=					backbone_config
											snake_case_					:		Optional[Any] 					=					hidden_size
											snake_case_					:		Any 					=					initializer_range
											snake_case_					:		str 					=					pool_scales
											snake_case_					:		Dict 					=					use_auxiliary_head
											snake_case_					:		str 					=					auxiliary_loss_weight
											snake_case_					:		List[str] 					=					auxiliary_in_channels
											snake_case_					:		Optional[Any] 					=					auxiliary_channels
											snake_case_					:		Any 					=					auxiliary_num_convs
											snake_case_					:		List[Any] 					=					auxiliary_concat_input
											snake_case_					:		List[str] 					=					loss_ignore_index







						def 						__UpperCamelCase							(self       ):
											snake_case_					:		Dict 					=					copy.deepcopy(self.__dict__       )
											snake_case_					:		Union[str, Any] 					=					self.backbone_config.to_dict()
											snake_case_					:		Any 					=					self.__class__.model_type
											return output




