


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


lowerCAmelCase__						:Dict         =							logging.get_logger(__name__)

lowerCAmelCase__						:Optional[int]         =							{
    '''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_    ):
		_a			:						List[str]    			=			"""nystromformer"""
		def __init__(    self    ,					_SCREAMING_SNAKE_CASE=30000    ,					_SCREAMING_SNAKE_CASE=768    ,					_SCREAMING_SNAKE_CASE=12    ,					_SCREAMING_SNAKE_CASE=12    ,					_SCREAMING_SNAKE_CASE=3072    ,					_SCREAMING_SNAKE_CASE="gelu_new"    ,					_SCREAMING_SNAKE_CASE=0.1    ,					_SCREAMING_SNAKE_CASE=0.1    ,					_SCREAMING_SNAKE_CASE=510    ,					_SCREAMING_SNAKE_CASE=2    ,					_SCREAMING_SNAKE_CASE=64    ,					_SCREAMING_SNAKE_CASE=64    ,					_SCREAMING_SNAKE_CASE=65    ,					_SCREAMING_SNAKE_CASE=False    ,					_SCREAMING_SNAKE_CASE=0.02    ,					_SCREAMING_SNAKE_CASE=1e-5    ,					_SCREAMING_SNAKE_CASE=1    ,					_SCREAMING_SNAKE_CASE=0    ,					_SCREAMING_SNAKE_CASE=2    ,					**_SCREAMING_SNAKE_CASE    ,					)				-> Union[str, Any]:




									"""simple docstring"""





									_UpperCAmelCase					=    vocab_size
									_UpperCAmelCase					=    max_position_embeddings
									_UpperCAmelCase					=    hidden_size
									_UpperCAmelCase					=    num_hidden_layers
									_UpperCAmelCase					=    num_attention_heads
									_UpperCAmelCase					=    intermediate_size
									_UpperCAmelCase					=    hidden_act
									_UpperCAmelCase					=    hidden_dropout_prob
									_UpperCAmelCase					=    attention_probs_dropout_prob
									_UpperCAmelCase					=    initializer_range
									_UpperCAmelCase					=    type_vocab_size
									_UpperCAmelCase					=    segment_means_seq_len
									_UpperCAmelCase					=    num_landmarks
									_UpperCAmelCase					=    conv_kernel_size
									_UpperCAmelCase					=    inv_coeff_init_option
									_UpperCAmelCase					=    layer_norm_eps
									super().__init__(pad_token_id=_SCREAMING_SNAKE_CASE    ,					bos_token_id=_SCREAMING_SNAKE_CASE    ,					eos_token_id=_SCREAMING_SNAKE_CASE    ,					**_SCREAMING_SNAKE_CASE		)




from __future__ import annotations

def  lowerCAmelCase__				(    a__:	list[int]    ,						a__:	int )						->	list[int]:


							'''simple docstring'''





							_UpperCAmelCase					=    {}
							for index, val in enumerate(a__ ):
														_UpperCAmelCase					=    target - val
														if compl in chk_map:
																					return [chk_map[compl], index]
														_UpperCAmelCase					=    index
							return []


if __name__ == "__main__":
		import doctest

		doctest.testmod()
		print(f'''{two_sum([2, 7, 1_1, 1_5], 9) = }''')
