




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


__UpperCamelCase      : Any					      =   logging.get_logger(__name__)

__UpperCamelCase      : Tuple					      =   {
    "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 	__lowerCAmelCase			(			__magic_name__				):

							'''simple docstring'''





							UpperCamelCase__        =						'''reformer'''
							UpperCamelCase__        =						['''past_buckets_states''']
							UpperCamelCase__        =						{}
							def __init__(		self		:Optional[Any]	,   __magic_name__		:str=64	,   __magic_name__		:int=["local", "lsh", "local", "lsh", "local", "lsh"]	,   __magic_name__		:Optional[Any]=1.0	,   __magic_name__		:Tuple=True	,   __magic_name__		:List[Any]=[64, 64]	,   __magic_name__		:Dict=[64, 192]	,   __magic_name__		:Optional[Any]=0	,   __magic_name__		:Any=2	,   __magic_name__		:List[Any]=512	,   __magic_name__		:List[str]=None	,   __magic_name__		:str="relu"	,   __magic_name__		:Any=0.05	,   __magic_name__		:Optional[Any]=256	,   __magic_name__		:List[Any]=0.02	,   __magic_name__		:Dict=False	,   __magic_name__		:List[str]=1E-1_2	,   __magic_name__		:List[str]=1	,   __magic_name__		:Union[str, Any]=0	,   __magic_name__		:Any=0.05	,   __magic_name__		:Optional[Any]=64	,   __magic_name__		:Tuple=64	,   __magic_name__		:Optional[Any]=0.0	,   __magic_name__		:Union[str, Any]=1	,   __magic_name__		:Optional[Any]=0	,   __magic_name__		:Optional[int]=4096	,   __magic_name__		:Optional[int]=12	,   __magic_name__		:Optional[Any]=None	,   __magic_name__		:List[str]=1	,   __magic_name__		:Optional[int]=0	,   __magic_name__		:Dict=320	,   __magic_name__		:str=False	,   __magic_name__		:Optional[int]=True	,   __magic_name__		:str=None	,   **__magic_name__		:List[str]	,   ):







								'''simple docstring'''







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







import math





def 	__A	(			__lowerCamelCase					)   -> bool:

	if 1 < number < 4:
		# 2 and 3 are primes
		return True
	elif number < 2 or number % 2 == 0 or number % 3 == 0:
		# Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
		return False

	# All primes number are in format of 6k +/- 1
	for i in range(5							,    int(math.sqrt(__lowerCamelCase					) + 1					)							,    6					):
		if number % i == 0 or number % (i + 2) == 0:
			return False
	return True





def 	__A	(			__lowerCamelCase = 6008_5147_5143					)   -> int:

	try:
		a		       =							int(__lowerCamelCase					)
	except (TypeError, ValueError):
		raise TypeError("""Parameter n must be int or castable to int."""					)
	if n <= 0:
		raise ValueError("""Parameter n must be greater than or equal to one."""					)
	a		       =							0
	if is_prime(__lowerCamelCase					):
		return n
	while n % 2 == 0:
		n //= 2
	if is_prime(__lowerCamelCase					):
		return n
	for i in range(3							,    int(math.sqrt(__lowerCamelCase					)					) + 1							,    2					):
		if n % i == 0:
			if is_prime(n // i					):
				a		       =							n // i
				break
			elif is_prime(__lowerCamelCase					):
				a		       =							i
	return max_number


if __name__ == "__main__":
		print(F'{solution() = }')

