
"""simple docstring"""




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


a		:       List[Any]     						=       logging.get_logger(__name__)

a		:       List[str]     						=       {'ctrl': 'https://huggingface.co/ctrl/resolve/main/config.json'}







class     lowercase(_lowercase       ):
     __snake_case:	str						=     'ctrl'
     __snake_case:	List[Any]						=     ['past_key_values']
     __snake_case:	Union[str, Any]						=     {
         'max_position_embeddings': 'n_positions',
         'hidden_size': 'n_embd',
         'num_attention_heads': 'n_head',
         'num_hidden_layers': 'n_layer',
     }



     def __init__(							self     ,				__SCREAMING_SNAKE_CASE=2_4_6_5_3_4     ,				__SCREAMING_SNAKE_CASE=2_5_6     ,				__SCREAMING_SNAKE_CASE=1_2_8_0     ,				__SCREAMING_SNAKE_CASE=8_1_9_2     ,				__SCREAMING_SNAKE_CASE=4_8     ,				__SCREAMING_SNAKE_CASE=1_6     ,				__SCREAMING_SNAKE_CASE=0.1     ,				__SCREAMING_SNAKE_CASE=0.1     ,				__SCREAMING_SNAKE_CASE=1e-6     ,				__SCREAMING_SNAKE_CASE=0.02     ,				__SCREAMING_SNAKE_CASE=True     ,				**__SCREAMING_SNAKE_CASE     ,				)		->     Any:







         """simple docstring"""



         a__		=			vocab_size
         a__		=			n_positions
         a__		=			n_embd
         a__		=			n_layer
         a__		=			n_head
         a__		=			dff
         a__		=			resid_pdrop
         a__		=			embd_pdrop
         a__		=			layer_norm_epsilon
         a__		=			initializer_range

         a__		=			use_cache

         super().__init__(**__SCREAMING_SNAKE_CASE   )




"""simple docstring"""




import operator



def     __magic_name__		(					UpperCamelCase     :		list							,		UpperCamelCase     :		bool = False							,		UpperCamelCase     :		list | None = None     )     ->						list:
    a__		=			operator.lt if reverse else operator.gt
    a__		=			solution or []

    if not arr:
        return solution

    a__		=			[arr.pop(0     )]
    for i, item in enumerate(UpperCamelCase     ):
        if _operator(UpperCamelCase							,		sublist[-1]     ):
            sublist.append(UpperCamelCase     )
            arr.pop(UpperCamelCase     )

    #  merging sublist into solution list
    if not solution:
        solution.extend(UpperCamelCase     )
    else:
        while sublist:
            a__		=			sublist.pop(0     )
            for i, xx in enumerate(UpperCamelCase     ):
                if not _operator(UpperCamelCase							,		UpperCamelCase     ):
                    solution.insert(UpperCamelCase							,		UpperCamelCase     )
                    break
            else:
                solution.append(UpperCamelCase     )

    strand_sort(UpperCamelCase							,		UpperCamelCase							,		UpperCamelCase     )
    return solution


if __name__ == "__main__":
    assert strand_sort([4, 3, 5, 1, 2]) == [1, 2, 3, 4, 5]
    assert strand_sort([4, 3, 5, 1, 2], reverse=True) == [5, 4, 3, 2, 1]


