


from ... import PretrainedConfig


snake_case							:	Dict					      =				{
    '''sijunhe/nezha-cn-base''': '''https://huggingface.co/sijunhe/nezha-cn-base/resolve/main/config.json''',
}







class 	snake_case_       (lowerCamelCase_				):
					UpperCAmelCase__ :   Optional[Any]   				=      NEZHA_PRETRAINED_CONFIG_ARCHIVE_MAP
					UpperCAmelCase__ :   Tuple   				=      '''nezha'''
					def __init__(				self       :Optional[int]      ,__snake_case       :Any=2_11_28      ,__snake_case       :Any=7_68      ,__snake_case       :Union[str, Any]=12      ,__snake_case       :Tuple=12      ,__snake_case       :int=30_72      ,__snake_case       :str="gelu"      ,__snake_case       :Dict=0.1      ,__snake_case       :Tuple=0.1      ,__snake_case       :List[str]=5_12      ,__snake_case       :str=64      ,__snake_case       :str=2      ,__snake_case       :int=0.02      ,__snake_case       :Optional[int]=1E-12      ,__snake_case       :Dict=0.1      ,__snake_case       :Tuple=0      ,__snake_case       :int=2      ,__snake_case       :Optional[Any]=3      ,__snake_case       :str=True      ,**__snake_case       :Optional[Any]      ,) ->   int:
												super().__init__(pad_token_id=__snake_case      ,bos_token_id=__snake_case      ,eos_token_id=__snake_case      ,**__snake_case				)

												a__					=					vocab_size
												a__					=					hidden_size
												a__					=					num_hidden_layers
												a__					=					num_attention_heads
												a__					=					hidden_act
												a__					=					intermediate_size
												a__					=					hidden_dropout_prob
												a__					=					attention_probs_dropout_prob
												a__					=					max_position_embeddings
												a__					=					max_relative_position
												a__					=					type_vocab_size
												a__					=					initializer_range
												a__					=					layer_norm_eps
												a__					=					classifier_dropout
												a__					=					use_cache








from __future__ import annotations






def 							__lowercase       (			__lowerCAmelCase							:    list[int] ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int       ):
							if (direction == 1 and array[indexa] > array[indexa]) or (
							    direction == 0 and array[indexa] < array[indexa]
							):
														a__				, a__					=					array[indexa], array[indexa]






def 							__lowercase       (			__lowerCAmelCase							:    list[int] ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int       ):
							if length > 1:
														a__					=					int(length / 2       )
														for i in range(__lowerCAmelCase ,   low + middle       ):
																					comp_and_swap(__lowerCAmelCase ,   __lowerCAmelCase ,   i + middle ,   __lowerCAmelCase       )
														bitonic_merge(__lowerCAmelCase ,   __lowerCAmelCase ,   __lowerCAmelCase ,   __lowerCAmelCase       )
														bitonic_merge(__lowerCAmelCase ,   low + middle ,   __lowerCAmelCase ,   __lowerCAmelCase       )






def 							__lowercase       (			__lowerCAmelCase							:    list[int] ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int ,   __lowerCAmelCase							:    int       ):
							if length > 1:
														a__					=					int(length / 2       )
														bitonic_sort(__lowerCAmelCase ,   __lowerCAmelCase ,   __lowerCAmelCase ,   1       )
														bitonic_sort(__lowerCAmelCase ,   low + middle ,   __lowerCAmelCase ,   0       )
														bitonic_merge(__lowerCAmelCase ,   __lowerCAmelCase ,   __lowerCAmelCase ,   __lowerCAmelCase       )


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

						bitonic_sort(unsorted, 0, len(unsorted), 1)
						print('''\nSorted array in ascending order is: ''', end='''''')
						print(*unsorted, sep=''', ''')

						bitonic_merge(unsorted, 0, len(unsorted), 0)
						print('''Sorted array in descending order is: ''', end='''''')
						print(*unsorted, sep=''', ''')




