






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


__a:     Tuple   					=					logging.get_logger(__name__)

__a:     Tuple   					=					{
    "uw-madison/mra-base-512-4": "https://huggingface.co/uw-madison/mra-base-512-4/resolve/main/config.json",
}
class 		SCREAMING_SNAKE_CASE__	(  UpperCamelCase__     ):

  '''simple docstring'''







  _lowerCamelCase    =  '''mra'''


  def __init__(      self		:			Tuple       ,				lowerCamelCase		:			int=5_0265       ,				lowerCamelCase		:			Optional[int]=768       ,				lowerCamelCase		:			Union[str, Any]=12       ,				lowerCamelCase		:			List[Any]=12       ,				lowerCamelCase		:			int=3072       ,				lowerCamelCase		:			str="gelu"       ,				lowerCamelCase		:			str=0.1       ,				lowerCamelCase		:			Optional[int]=0.1       ,				lowerCamelCase		:			Union[str, Any]=512       ,				lowerCamelCase		:			Any=1       ,				lowerCamelCase		:			Tuple=0.02       ,				lowerCamelCase		:			Dict=1E-5       ,				lowerCamelCase		:			int="absolute"       ,				lowerCamelCase		:			Any=4       ,				lowerCamelCase		:			Tuple="full"       ,				lowerCamelCase		:			int=0       ,				lowerCamelCase		:			str=0       ,				lowerCamelCase		:			str=1       ,				lowerCamelCase		:			str=0       ,				lowerCamelCase		:			Tuple=2       ,				**lowerCamelCase		:			List[Any]       ,				)						->	Any:


         """simple docstring"""
         super().__init__(pad_token_id=__snake_case       ,				bos_token_id=__snake_case       ,				eos_token_id=__snake_case       ,				**__snake_case							)

         _UpperCAmelCase							=    vocab_size
         _UpperCAmelCase							=    max_position_embeddings
         _UpperCAmelCase							=    hidden_size
         _UpperCAmelCase							=    num_hidden_layers
         _UpperCAmelCase							=    num_attention_heads
         _UpperCAmelCase							=    intermediate_size
         _UpperCAmelCase							=    hidden_act
         _UpperCAmelCase							=    hidden_dropout_prob
         _UpperCAmelCase							=    attention_probs_dropout_prob
         _UpperCAmelCase							=    initializer_range
         _UpperCAmelCase							=    type_vocab_size
         _UpperCAmelCase							=    layer_norm_eps
         _UpperCAmelCase							=    position_embedding_type
         _UpperCAmelCase							=    block_per_row
         _UpperCAmelCase							=    approx_mode
         _UpperCAmelCase							=    initial_prior_first_n_blocks
         _UpperCAmelCase							=    initial_prior_diagonal_n_blocks





UpperCAmelCase_		:					Tuple          =  0  # The first color of the flag.
UpperCAmelCase_		:					Any          =  1  # The second color of the flag.
UpperCAmelCase_		:					str          =  2  # The third color of the flag.
UpperCAmelCase_		:					Tuple          =  (red, white, blue)




def 		lowerCAmelCase_ (						lowerCamelCase ):
				if not sequence:
								return []
				if len(lowerCamelCase ) == 1:
								return list(lowerCamelCase )
				__magic_name__						:						int										=0
				__magic_name__						:						str										=len(lowerCamelCase ) - 1
				__magic_name__						:						Optional[Any]										=0
				while mid <= high:
								if sequence[mid] == colors[0]:
												__magic_name__					,			__magic_name__						:						Tuple										=sequence[mid], sequence[low]
												low += 1
												mid += 1
								elif sequence[mid] == colors[1]:
												mid += 1
								elif sequence[mid] == colors[2]:
												__magic_name__					,			__magic_name__						:						Optional[Any]										=sequence[high], sequence[mid]
												high -= 1
								else:
												__magic_name__						:						Optional[int]										=F"The elements inside the sequence must contains only {colors} values"
												raise ValueError(lowerCamelCase )
				return sequence


if __name__ == "__main__":
							import doctest

							doctest.testmod()

							UpperCAmelCase_		:					List[Any]          =  input("Enter numbers separated by commas:\n").strip()
							UpperCAmelCase_		:					Optional[int]          =  [int(item.strip()) for item in user_input.split(",")]
							print(F"""{dutch_national_flag_sort(unsorted)}""")




