



'''simple docstring'''






import string


def 				snake_case_  (      _lowerCAmelCase						:		str						)   ->     str:
							UpperCAmelCase				: Any											=	''''''
							for i in sequence:
														UpperCAmelCase				: int											=	ord(_lowerCAmelCase						)
														if 65 <= extract <= 90:
																					output += chr(155 - extract						)
														elif 97 <= extract <= 122:
																					output += chr(219 - extract						)
														else:
																					output += i
							return output


def 				snake_case_  (      _lowerCAmelCase						:		str						)   ->     str:
							UpperCAmelCase				: int											=	string.ascii_letters
							UpperCAmelCase				: str											=	string.ascii_lowercase[::-1] + string.ascii_uppercase[::-1]
							return "".join(
							    letters_reversed[letters.index(_lowerCAmelCase						)] if c in letters else c for c in sequence						)


def 				snake_case_  (      )   ->     None:
							from timeit import timeit

							print('''Running performance benchmarks...'''						)
							UpperCAmelCase				: Dict											=	'''from string import printable ; from __main__ import atbash, atbash_slow'''
							print(f"""> atbash_slow(): {timeit("atbash_slow(printable)"     ,   setup=_lowerCAmelCase						)} seconds"""						)
							print(f""">      atbash(): {timeit("atbash(printable)"     ,   setup=_lowerCAmelCase						)} seconds"""						)


if __name__ == "__main__":
						for example in ("ABCDEFGH", "123GGjj", "testStringtest", "with space"):
												print(F"{example} encrypted in atbash: {atbash(example)}")
						benchmark()










'''simple docstring'''






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


UpperCamelCase__:     Dict										=    logging.get_logger(__name__)

UpperCamelCase__:     int										=    {
    # See all MEGATRON_BERT models at https://huggingface.co/models?filter=bert
}

class        SCREAMING_SNAKE_CASE(							A__    ):







	"""simple docstring"""






	lowerCamelCase__    				= """megatron-bert"""







	def __init__(		self    :  int	,    __snake_case    :  List[Any]=29056	,    __snake_case    :  Dict=1024	,    __snake_case    :  Tuple=24	,    __snake_case    :  Any=16	,    __snake_case    :  Tuple=4096	,    __snake_case    :  int="gelu"	,    __snake_case    :  Dict=0.1	,    __snake_case    :  str=0.1	,    __snake_case    :  Optional[Any]=512	,    __snake_case    :  Tuple=2	,    __snake_case    :  Tuple=0.02	,    __snake_case    :  int=1E-12	,    __snake_case    :  Union[str, Any]=0	,    __snake_case    :  int="absolute"	,    __snake_case    :  str=True	,    **__snake_case    :  Tuple	,    )    ->	Union[str, Any]:
								super().__init__(pad_token_id=__snake_case	,    **__snake_case	)

								UpperCAmelCase				: Any											=	vocab_size
								UpperCAmelCase				: Tuple											=	hidden_size
								UpperCAmelCase				: List[Any]											=	num_hidden_layers
								UpperCAmelCase				: str											=	num_attention_heads
								UpperCAmelCase				: Optional[int]											=	hidden_act
								UpperCAmelCase				: Optional[int]											=	intermediate_size
								UpperCAmelCase				: Dict											=	hidden_dropout_prob
								UpperCAmelCase				: List[Any]											=	attention_probs_dropout_prob
								UpperCAmelCase				: Dict											=	max_position_embeddings
								UpperCAmelCase				: Any											=	type_vocab_size
								UpperCAmelCase				: str											=	initializer_range
								UpperCAmelCase				: str											=	layer_norm_eps
								UpperCAmelCase				: Optional[Any]											=	position_embedding_type
								UpperCAmelCase				: str											=	use_cache





