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


UpperCAmelCase     				=			logging.get_logger(__name__)

UpperCAmelCase     				=			{
    '''uw-madison/nystromformer-512''': '''https://huggingface.co/uw-madison/nystromformer-512/resolve/main/config.json''',
    # See all Nystromformer models at https://huggingface.co/models?filter=nystromformer
}







class 	A_       (      __lowerCamelCase       ):




	'''simple docstring'''


	_UpperCamelCase					:					Optional[Any]										=	"""nystromformer"""





	def __init__(	self		,   snake_case=3_0000		,   snake_case=768		,   snake_case=12		,   snake_case=12		,   snake_case=3072		,   snake_case="gelu_new"		,   snake_case=0.1		,   snake_case=0.1		,   snake_case=510		,   snake_case=2		,   snake_case=64		,   snake_case=64		,   snake_case=65		,   snake_case=False		,   snake_case=0.02		,   snake_case=1E-5		,   snake_case=1		,   snake_case=0		,   snake_case=2		,   **snake_case		,   ):
		lowercase					  =   vocab_size
		lowercase					  =   max_position_embeddings
		lowercase					  =   hidden_size
		lowercase					  =   num_hidden_layers
		lowercase					  =   num_attention_heads
		lowercase					  =   intermediate_size
		lowercase					  =   hidden_act
		lowercase					  =   hidden_dropout_prob
		lowercase					  =   attention_probs_dropout_prob
		lowercase					  =   initializer_range
		lowercase					  =   type_vocab_size
		lowercase					  =   segment_means_seq_len
		lowercase					  =   num_landmarks
		lowercase					  =   conv_kernel_size
		lowercase					  =   inv_coeff_init_option
		lowercase					  =   layer_norm_eps
		super().__init__(pad_token_id=snake_case		,   bos_token_id=snake_case		,   eos_token_id=snake_case		,   **snake_case	)



def 							UpperCAmelCase_		(							__SCREAMING_SNAKE_CASE							):
	lowercase					  =   [701, 301, 132, 57, 23, 10, 4, 1]
	for gap in gaps:
		for i in range(__SCREAMING_SNAKE_CASE			,							len(__SCREAMING_SNAKE_CASE							)							):
			lowercase					  =   collection[i]
			lowercase					  =   i
			while j >= gap and collection[j - gap] > insert_value:
				lowercase					  =   collection[j - gap]
				j -= gap
			if j != i:
				lowercase					  =   insert_value
	return collection


if __name__ == "__main__":
	from doctest import testmod

	testmod()
	UpperCAmelCase     				=			input('''Enter numbers separated by a comma:\n''').strip()
	UpperCAmelCase     				=			[int(item) for item in user_input.split(''',''')]
	print(shell_sort(unsorted))

