





"""simple docstring"""





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


SCREAMING_SNAKE_CASE__					=   logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__					=   {
    "microsoft/biogpt": "https://huggingface.co/microsoft/biogpt/resolve/main/config.json",
    # See all BioGPT models at https://huggingface.co/models?filter=biogpt
}

class 		lowercase					(					__lowerCAmelCase					):
      _SCREAMING_SNAKE_CASE					=      '''biogpt'''





      def __init__(       self      ,						lowercase=42_384      ,						lowercase=1_024      ,						lowercase=24      ,						lowercase=16      ,						lowercase=4_096      ,						lowercase="gelu"      ,						lowercase=0.1      ,						lowercase=0.1      ,						lowercase=1_024      ,						lowercase=0.02      ,						lowercase=1e-12      ,						lowercase=True      ,						lowercase=True      ,						lowercase=0.0      ,						lowercase=0.0      ,						lowercase=1      ,						lowercase=0      ,						lowercase=2      ,						**lowercase      ,						)		->     Tuple:
            lowerCAmelCase  						=       vocab_size
            lowerCAmelCase  						=       max_position_embeddings
            lowerCAmelCase  						=       hidden_size
            lowerCAmelCase  						=       num_hidden_layers
            lowerCAmelCase  						=       num_attention_heads
            lowerCAmelCase  						=       intermediate_size
            lowerCAmelCase  						=       hidden_act
            lowerCAmelCase  						=       hidden_dropout_prob
            lowerCAmelCase  						=       attention_probs_dropout_prob
            lowerCAmelCase  						=       initializer_range
            lowerCAmelCase  						=       layer_norm_eps
            lowerCAmelCase  						=       scale_embedding
            lowerCAmelCase  						=       use_cache
            lowerCAmelCase  						=       layerdrop
            lowerCAmelCase  						=       activation_dropout
            super().__init__(pad_token_id=lowerCAmelCase_      ,						bos_token_id=lowerCAmelCase_      ,						eos_token_id=lowerCAmelCase_      ,						**lowerCAmelCase_ )







import random
from typing import Any






def  snake_case  (       snake_case__			:list)						->   list[Any]:
       for _ in range(len(snake_case__)):
              _A        =  random.randint(0   ,	len(snake_case__) - 1)
              _A        =  random.randint(0   ,	len(snake_case__) - 1)
              _A   ,  _A        =  data[b], data[a]
       return data


if __name__ == "__main__":
    _SCREAMING_SNAKE_CASE										=						[0, 1, 2, 3, 4, 5, 6, 7]
    _SCREAMING_SNAKE_CASE										=						['python', 'says', 'hello', '!']
    print('Fisher-Yates Shuffle:')
    print('List', integers, strings)
    print('FY Shuffle', fisher_yates_shuffle(integers), fisher_yates_shuffle(strings))




