






'''simple docstring'''





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


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

__A				:				str					=		{
    """google/reformer-crime-and-punishment""": (
        """https://huggingface.co/google/reformer-crime-and-punishment/resolve/main/config.json"""
    ),
    """google/reformer-enwik8""": """https://huggingface.co/google/reformer-enwik8/resolve/main/config.json""",
}
class 					lowercase							(				_lowerCamelCase   ):


    '''simple docstring'''

    lowerCAmelCase__   					=				"reformer"
    lowerCAmelCase__   					=				["past_buckets_states"]
    lowerCAmelCase__   					=				{}

    def __init__(       self  :  Optional[int]					,  __lowerCamelCase  :  List[str]=64					,  __lowerCamelCase  :  Dict=["local", "lsh", "local", "lsh", "local", "lsh"]					,  __lowerCamelCase  :  List[str]=1.0					,  __lowerCamelCase  :  Dict=True					,  __lowerCamelCase  :  List[Any]=[64, 64]					,  __lowerCamelCase  :  Optional[int]=[64, 192]					,  __lowerCamelCase  :  int=0					,  __lowerCamelCase  :  Union[str, Any]=2					,  __lowerCamelCase  :  int=512					,  __lowerCamelCase  :  Dict=None					,  __lowerCamelCase  :  Dict="relu"					,  __lowerCamelCase  :  Optional[Any]=0.0_5					,  __lowerCamelCase  :  str=256					,  __lowerCamelCase  :  Any=0.0_2					,  __lowerCamelCase  :  List[Any]=False					,  __lowerCamelCase  :  List[str]=1E-12					,  __lowerCamelCase  :  Any=1					,  __lowerCamelCase  :  Any=0					,  __lowerCamelCase  :  Any=0.0_5					,  __lowerCamelCase  :  List[Any]=64					,  __lowerCamelCase  :  List[str]=64					,  __lowerCamelCase  :  Tuple=0.0					,  __lowerCamelCase  :  List[Any]=1					,  __lowerCamelCase  :  int=0					,  __lowerCamelCase  :  Tuple=4096					,  __lowerCamelCase  :  Dict=12					,  __lowerCamelCase  :  List[str]=None					,  __lowerCamelCase  :  Optional[int]=1					,  __lowerCamelCase  :  str=0					,  __lowerCamelCase  :  str=320					,  __lowerCamelCase  :  str=False					,  __lowerCamelCase  :  Optional[int]=True					,  __lowerCamelCase  :  int=None					,  **__lowerCamelCase  :  Union[str, Any]					,  )				->				Optional[Any]:

     '''simple docstring'''




     lowerCamelCase__	=  hash_seed
     lowerCamelCase__	=  vocab_size
     lowerCamelCase__	=  attention_head_size
     lowerCamelCase__	=  hidden_size
     lowerCamelCase__	=  num_attention_heads
     lowerCamelCase__	=  num_hashes
     lowerCamelCase__	=  len(__lowerCamelCase  )
     lowerCamelCase__	=  tuple(__lowerCamelCase  ) if isinstance(__lowerCamelCase					,  __lowerCamelCase  ) else num_buckets
     lowerCamelCase__	=  lsh_attn_chunk_length
     lowerCamelCase__	=  local_attn_chunk_length
     lowerCamelCase__	=  lsh_num_chunks_after
     lowerCamelCase__	=  lsh_num_chunks_before
     lowerCamelCase__	=  local_num_chunks_after
     lowerCamelCase__	=  local_num_chunks_before
     lowerCamelCase__	=  hidden_act
     lowerCamelCase__	=  feed_forward_size
     lowerCamelCase__	=  hidden_dropout_prob
     lowerCamelCase__	=  lsh_attention_probs_dropout_prob
     lowerCamelCase__	=  local_attention_probs_dropout_prob
     lowerCamelCase__	=  max_position_embeddings
     lowerCamelCase__	=  initializer_range
     lowerCamelCase__	=  layer_norm_eps
     lowerCamelCase__	=  axial_pos_embds
     lowerCamelCase__	=  tuple(__lowerCamelCase  )
     lowerCamelCase__	=  tuple(__lowerCamelCase  )
     lowerCamelCase__	=  axial_norm_std
     lowerCamelCase__	=  chunk_size_lm_head
     lowerCamelCase__	=  attn_layers
     lowerCamelCase__	=  use_cache
     lowerCamelCase__	=  classifier_dropout
     super().__init__(
         pad_token_id=__lowerCamelCase					,  eos_token_id=__lowerCamelCase					,  is_decoder=__lowerCamelCase					,  tie_word_embeddings=__lowerCamelCase					,  **__lowerCamelCase					,  )









'''simple docstring'''





def  lowerCamelCase_  (     lowercase__					,  lowercase__):
 lowerCamelCase__	=  len(lowercase__)
 lowerCamelCase__	=  len(lowercase__)
 lowerCamelCase__	=  (
     first_input_list_length
     if first_input_list_length > second_input_list_length
     else second_input_list_length
 )
 lowerCamelCase__	=  []
 for char_count in range(lowercase__):
  if char_count < first_input_list_length:
   output_result_list.append(first_input_list[char_count])
  if char_count < second_input_list_length:
   output_result_list.append(second_input_list[char_count])

 return output_result_list


if __name__ == "__main__":
 print(alternative_list_arrange(["""A""", """B""", """C"""], [1, 2, 3, 4, 5]), end=""" """)

