



"""simple docstring"""
import random



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__	)			->      int:
		a_     :      Union[str, Any] 						=     num - 1
		a_     :      List[str] 						=     0

		while s % 2 == 0:
				a_     :      str 						=     s // 2
				t += 1

		for _ in range(5	):
				a_     :      List[Any] 						=     random.randrange(2, num - 1	)
				a_     :      Dict 						=     pow(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
				if v != 1:
						a_     :      int 						=     0
						while v != (num - 1):
								if i == t - 1:
										return False
								else:
										a_     :      str 						=     i + 1
										a_     :      int 						=     (v**2) % num
		return True



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__	)			->      Union[str, Any]:





		if num < 2:
				return False

		a_     :      Dict 						=     [
		    2,
		    3,
		    5,
		    7,
		    11,
		    13,
		    17,
		    19,
		    23,
		    29,
		    31,
		    37,
		    41,
		    43,
		    47,
		    53,
		    59,
		    61,
		    67,
		    71,
		    73,
		    79,
		    83,
		    89,
		    97,
		    101,
		    103,
		    107,
		    109,
		    113,
		    127,
		    131,
		    137,
		    139,
		    149,
		    151,
		    157,
		    163,
		    167,
		    173,
		    179,
		    181,
		    191,
		    193,
		    197,
		    199,
		    211,
		    223,
		    227,
		    229,
		    233,
		    239,
		    241,
		    251,
		    257,
		    263,
		    269,
		    271,
		    277,
		    281,
		    283,
		    293,
		    307,
		    311,
		    313,
		    317,
		    331,
		    337,
		    347,
		    349,
		    353,
		    359,
		    367,
		    373,
		    379,
		    383,
		    389,
		    397,
		    401,
		    409,
		    419,
		    421,
		    431,
		    433,
		    439,
		    443,
		    449,
		    457,
		    461,
		    463,
		    467,
		    479,
		    487,
		    491,
		    499,
		    503,
		    509,
		    521,
		    523,
		    541,
		    547,
		    557,
		    563,
		    569,
		    571,
		    577,
		    587,
		    593,
		    599,
		    601,
		    607,
		    613,
		    617,
		    619,
		    631,
		    641,
		    643,
		    647,
		    653,
		    659,
		    661,
		    673,
		    677,
		    683,
		    691,
		    701,
		    709,
		    719,
		    727,
		    733,
		    739,
		    743,
		    751,
		    757,
		    761,
		    769,
		    773,
		    787,
		    797,
		    809,
		    811,
		    821,
		    823,
		    827,
		    829,
		    839,
		    853,
		    857,
		    859,
		    863,
		    877,
		    881,
		    883,
		    887,
		    907,
		    911,
		    919,
		    929,
		    937,
		    941,
		    947,
		    953,
		    967,
		    971,
		    977,
		    983,
		    991,
		    997,
		]

		if num in low_primes:
				return True

		for prime in low_primes:
				if (num % prime) == 0:
						return False

		return rabin_miller(SCREAMING_SNAKE_CASE__	)



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__ = 1_024	)			->      List[str]:





		while True:
				a_     :      Tuple 						=     random.randrange(2 ** (keysize - 1), 2 ** (keysize)	)
				if is_prime_low_num(SCREAMING_SNAKE_CASE__	):
						return num


if __name__ == "__main__":
					SCREAMING_SNAKE_CASE_				= generate_large_prime()
					print(("""Prime number:""", num))
					print(("""is_prime_low_num:""", is_prime_low_num(num)))




"""simple docstring"""
from ...configuration_utils import PretrainedConfig
from ...utils import logging


SCREAMING_SNAKE_CASE_				= logging.get_logger(__name__)

SCREAMING_SNAKE_CASE_				= {
    """uw-madison/mra-base-512-4""": """https://huggingface.co/uw-madison/mra-base-512-4/resolve/main/config.json""",
}




class 			snake_case_						(						a_				):
							__lowerCAmelCase    					=					"mra"






							def __init__(   self			,     a_=5_0_2_6_5			,     a_=7_6_8			,     a_=1_2			,     a_=1_2			,     a_=3_0_7_2			,     a_="gelu"			,     a_=0.1			,     a_=0.1			,     a_=5_1_2			,     a_=1			,     a_=0.02			,     a_=1e-5			,     a_="absolute"			,     a_=4			,     a_="full"			,     a_=0			,     a_=0			,     a_=1			,     a_=0			,     a_=2			,     **a_			,     ):
									super().__init__(pad_token_id=a_			,     bos_token_id=a_			,     eos_token_id=a_			,     **a_      )

									a_     :      Optional[int] 						=     vocab_size
									a_     :      Dict 						=     max_position_embeddings
									a_     :      str 						=     hidden_size
									a_     :      Optional[int] 						=     num_hidden_layers
									a_     :      List[Any] 						=     num_attention_heads
									a_     :      List[str] 						=     intermediate_size
									a_     :      Tuple 						=     hidden_act
									a_     :      List[Any] 						=     hidden_dropout_prob
									a_     :      List[str] 						=     attention_probs_dropout_prob
									a_     :      List[Any] 						=     initializer_range
									a_     :      Dict 						=     type_vocab_size
									a_     :      Union[str, Any] 						=     layer_norm_eps
									a_     :      List[str] 						=     position_embedding_type
									a_     :      Union[str, Any] 						=     block_per_row
									a_     :      Tuple 						=     approx_mode
									a_     :      Optional[Any] 						=     initial_prior_first_n_blocks
									a_     :      List[str] 						=     initial_prior_diagonal_n_blocks