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


UpperCamelCase    				=		logging.get_logger(__name__)

UpperCamelCase    				=		{
    '''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     snake_case_			(						__A			):
   __A      :						Any   =							"reformer"
   __A      :						Dict   =							["past_buckets_states"]
   __A      :						Dict   =							{}






   def __init__( self							:	str      ,		lowercase_							:	str=64      ,		lowercase_							:	Tuple=["local", "lsh", "local", "lsh", "local", "lsh"]      ,		lowercase_							:	Union[str, Any]=1.0      ,		lowercase_							:	int=True      ,		lowercase_							:	List[str]=[64, 64]      ,		lowercase_							:	Any=[64, 1_92]      ,		lowercase_							:	Dict=0      ,		lowercase_							:	List[str]=2      ,		lowercase_							:	List[str]=5_12      ,		lowercase_							:	Union[str, Any]=None      ,		lowercase_							:	List[str]="relu"      ,		lowercase_							:	List[Any]=0.05      ,		lowercase_							:	Tuple=2_56      ,		lowercase_							:	Dict=0.02      ,		lowercase_							:	str=False      ,		lowercase_							:	Union[str, Any]=1E-12      ,		lowercase_							:	Optional[int]=1      ,		lowercase_							:	str=0      ,		lowercase_							:	Optional[Any]=0.05      ,		lowercase_							:	Union[str, Any]=64      ,		lowercase_							:	List[str]=64      ,		lowercase_							:	Optional[Any]=0.0      ,		lowercase_							:	Tuple=1      ,		lowercase_							:	Tuple=0      ,		lowercase_							:	Any=40_96      ,		lowercase_							:	int=12      ,		lowercase_							:	str=None      ,		lowercase_							:	Optional[int]=1      ,		lowercase_							:	str=0      ,		lowercase_							:	Union[str, Any]=3_20      ,		lowercase_							:	List[Any]=False      ,		lowercase_							:	Optional[int]=True      ,		lowercase_							:	Tuple=None      ,		**lowercase_							:	Union[str, Any]      ,		)   ->		str:
       lowercase__					:  List[str]          =							hash_seed
       lowercase__					:  Optional[Any]          =							vocab_size
       lowercase__					:  str          =							attention_head_size
       lowercase__					:  int          =							hidden_size
       lowercase__					:  List[str]          =							num_attention_heads
       lowercase__					:  str          =							num_hashes
       lowercase__					:  int          =							len(lowercase_    )
       lowercase__					:  List[Any]          =							tuple(lowercase_    ) if isinstance(lowercase_      ,		lowercase_    ) else num_buckets
       lowercase__					:  Optional[int]          =							lsh_attn_chunk_length
       lowercase__					:  Optional[Any]          =							local_attn_chunk_length
       lowercase__					:  List[Any]          =							lsh_num_chunks_after
       lowercase__					:  Optional[int]          =							lsh_num_chunks_before
       lowercase__					:  Optional[Any]          =							local_num_chunks_after
       lowercase__					:  Optional[Any]          =							local_num_chunks_before
       lowercase__					:  Tuple          =							hidden_act
       lowercase__					:  Tuple          =							feed_forward_size
       lowercase__					:  List[Any]          =							hidden_dropout_prob
       lowercase__					:  List[str]          =							lsh_attention_probs_dropout_prob
       lowercase__					:  Union[str, Any]          =							local_attention_probs_dropout_prob
       lowercase__					:  Union[str, Any]          =							max_position_embeddings
       lowercase__					:  Tuple          =							initializer_range
       lowercase__					:  Any          =							layer_norm_eps
       lowercase__					:  int          =							axial_pos_embds
       lowercase__					:  List[str]          =							tuple(lowercase_    )
       lowercase__					:  str          =							tuple(lowercase_    )
       lowercase__					:  int          =							axial_norm_std
       lowercase__					:  Optional[Any]          =							chunk_size_lm_head
       lowercase__					:  Optional[int]          =							attn_layers
       lowercase__					:  int          =							use_cache
       lowercase__					:  str          =							classifier_dropout
       super().__init__(
           pad_token_id=lowercase_      ,		eos_token_id=lowercase_      ,		is_decoder=lowercase_      ,		tie_word_embeddings=lowercase_      ,		**lowercase_      ,		)




class     snake_case_			:






   def __init__( self							:	Optional[int]      ,		lowercase_							:	Optional[int]=None    )   ->		Optional[int]:
       lowercase__					:  List[Any]          =							data
       lowercase__					:  Any          =							None







   def __repr__( self							:	Optional[Any]    )   ->		int:
       lowercase__					:  Optional[int]          =							""
       lowercase__					:  Any          =							self
       while temp:
           string_rep += F'''<{temp.data}> ---> '''
           lowercase__					:  List[Any]          =							temp.next
       string_rep += "<END>"
       return string_rep



def      lowercase_							(     _lowerCamelCase				:			List[Any]):

    # if elements_list is empty
    if not elements_list:
        raise Exception("The Elements List is empty")

    # Set first element as Head
    lowercase__					:  List[str]          =							Node(elements_list[0])
    lowercase__					:  Tuple          =							head
    # Loop through elements from position 1
    for data in elements_list[1:]:
        lowercase__					:  Tuple          =							Node(_lowerCamelCase)
        lowercase__					:  Union[str, Any]          =							current.next
    return head


UpperCamelCase    				=		[1, 3, 5, 32, 44, 12, 43]
print(f"List: {list_data}")
print('''Creating Linked List from List.''')
UpperCamelCase    				=		make_linked_list(list_data)
print('''Linked List:''')

print(linked_list)



