


"""simple docstring"""







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


lowerCAmelCase__				    =       logging.get_logger(__name__)

lowerCAmelCase__				    =       {
    '''google/realm-cc-news-pretrained-embedder''': (
        '''https://huggingface.co/google/realm-cc-news-pretrained-embedder/resolve/main/config.json'''
    ),
    '''google/realm-cc-news-pretrained-encoder''': (
        '''https://huggingface.co/google/realm-cc-news-pretrained-encoder/resolve/main/config.json'''
    ),
    '''google/realm-cc-news-pretrained-scorer''': (
        '''https://huggingface.co/google/realm-cc-news-pretrained-scorer/resolve/main/config.json'''
    ),
    '''google/realm-cc-news-pretrained-openqa''': (
        '''https://huggingface.co/google/realm-cc-news-pretrained-openqa/aresolve/main/config.json'''
    ),
    '''google/realm-orqa-nq-openqa''': '''https://huggingface.co/google/realm-orqa-nq-openqa/resolve/main/config.json''',
    '''google/realm-orqa-nq-reader''': '''https://huggingface.co/google/realm-orqa-nq-reader/resolve/main/config.json''',
    '''google/realm-orqa-wq-openqa''': '''https://huggingface.co/google/realm-orqa-wq-openqa/resolve/main/config.json''',
    '''google/realm-orqa-wq-reader''': '''https://huggingface.co/google/realm-orqa-wq-reader/resolve/main/config.json''',
    # See all REALM models at https://huggingface.co/models?filter=realm
}


class 				SCREAMING_SNAKE_CASE__    (		lowercase    ):
       """simple docstring"""


       a  :    Union[str, Any]       ="realm"

       def __init__(						self		,					snake_case__=30_522		,					snake_case__=768		,					snake_case__=128		,					snake_case__=12		,					snake_case__=12		,					snake_case__=8		,					snake_case__=3_072		,					snake_case__="gelu_new"		,					snake_case__=0.1		,					snake_case__=0.1		,					snake_case__=512		,					snake_case__=2		,					snake_case__=0.02		,					snake_case__=1e-12		,					snake_case__=256		,					snake_case__=10		,					snake_case__=1e-3		,					snake_case__=5		,					snake_case__=320		,					snake_case__=13_353_718		,					snake_case__=5_000		,					snake_case__=1		,					snake_case__=0		,					snake_case__=2		,					**snake_case__		,					):






         """simple docstring"""





         super().__init__(pad_token_id=snake_case__		,					bos_token_id=snake_case__		,					eos_token_id=snake_case__		,					**snake_case__						)

         # Common config
         lowerCAmelCase					:					Tuple								=							vocab_size
         lowerCAmelCase					:					int								=							max_position_embeddings
         lowerCAmelCase					:					List[str]								=							hidden_size
         lowerCAmelCase					:					Dict								=							retriever_proj_size
         lowerCAmelCase					:					Dict								=							num_hidden_layers
         lowerCAmelCase					:					Dict								=							num_attention_heads
         lowerCAmelCase					:					List[Any]								=							num_candidates
         lowerCAmelCase					:					str								=							intermediate_size
         lowerCAmelCase					:					Optional[Any]								=							hidden_act
         lowerCAmelCase					:					Any								=							hidden_dropout_prob
         lowerCAmelCase					:					int								=							attention_probs_dropout_prob
         lowerCAmelCase					:					Union[str, Any]								=							initializer_range
         lowerCAmelCase					:					Tuple								=							type_vocab_size
         lowerCAmelCase					:					Union[str, Any]								=							layer_norm_eps

         # Reader config
         lowerCAmelCase					:					Optional[int]								=							span_hidden_size
         lowerCAmelCase					:					Dict								=							max_span_width
         lowerCAmelCase					:					Any								=							reader_layer_norm_eps
         lowerCAmelCase					:					Any								=							reader_beam_size
         lowerCAmelCase					:					Dict								=							reader_seq_len

         # Retrieval config
         lowerCAmelCase					:					str								=							num_block_records
         lowerCAmelCase					:					Tuple								=							searcher_beam_size









"""simple docstring"""







def  a__      (    SCREAMING_SNAKE_CASE   :   list[int]    ):


  '''simple docstring'''







  lowerCAmelCase					:					str								=							len(SCREAMING_SNAKE_CASE    )
  for i in range(SCREAMING_SNAKE_CASE    ):
    for j in range(i + 1    ,				SCREAMING_SNAKE_CASE    ):
      if numbers[j] < numbers[i]:
        lowerCAmelCase						,  lowerCAmelCase					:					Any								=							numbers[j], numbers[i]
  return numbers


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





