
"""simple docstring"""


class    A_     :



							"""simple docstring"""






							def __init__(  self  :List[str]					,							lowerCamelCase_  :int	):





										"""simple docstring"""

										lowerCamelCase__     :					Optional[Any]		=data
										lowerCamelCase__     :					BinaryTreeNode | None		=None
										lowerCamelCase__     :					BinaryTreeNode | None		=None






def        lowerCAmelCase_       (		snake_case_		:      BinaryTreeNode | None							,   snake_case_		:      int      )       ->BinaryTreeNode | None:
			if node is None:
						lowerCamelCase__     :					List[Any]		=BinaryTreeNode(snake_case_      )
						return node

			# binary search tree is not empty,
			# so we will insert it into the tree
			# if new_value is less than value of data in node,
			#  add it to left subtree and proceed recursively
			if new_value < node.data:
						lowerCamelCase__     :					Dict		=insert(node.left_child							,   snake_case_      )
			else:
						# if new_value is greater than value of data in node,
						#  add it to right subtree and proceed recursively
						lowerCamelCase__     :					List[str]		=insert(node.right_child							,   snake_case_      )
			return node






def        lowerCAmelCase_       (		snake_case_		:      None | BinaryTreeNode      )       ->list[int]:  # if node is None,return
			if node:
						lowerCamelCase__     :					Optional[int]		=inorder(node.left_child      )
						lowerCamelCase__     :					List[str]		=[*inorder_array, node.data]
						lowerCamelCase__     :					str		=inorder_array + inorder(node.right_child      )
			else:
						lowerCamelCase__     :					Optional[Any]		=[]
			return inorder_array






def        lowerCAmelCase_       (		)       ->BinaryTreeNode | None:
			lowerCamelCase__     :					List[Any]		=insert(snake_case_							,   1_5      )
			insert(snake_case_							,   1_0      )
			insert(snake_case_							,   2_5      )
			insert(snake_case_							,   6      )
			insert(snake_case_							,   1_4      )
			insert(snake_case_							,   2_0      )
			insert(snake_case_							,   6_0      )
			return root






def        lowerCAmelCase_       (		)       ->None:
			# main function
			lowerCamelCase__     :					Dict		=make_tree()
			print('Printing values of binary search tree in Inorder Traversal.'      )
			inorder(snake_case_      )


if __name__ == "__main__":
							import doctest

							doctest.testmod()
							main()

"""simple docstring"""


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


lowerCAmelCase								=						logging.get_logger(__name__)

lowerCAmelCase								=						{
    """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_     (					A__       ):



							"""simple docstring"""






							SCREAMING_SNAKE_CASE_     				=       """nystromformer"""





							def __init__(  self  :Optional[Any]					,							lowerCamelCase_  :Optional[Any]=30_000					,							lowerCamelCase_  :str=768					,							lowerCamelCase_  :str=12					,							lowerCamelCase_  :str=12					,							lowerCamelCase_  :Any=3_072					,							lowerCamelCase_  :Optional[int]="gelu_new"					,							lowerCamelCase_  :List[Any]=0.1					,							lowerCamelCase_  :List[str]=0.1					,							lowerCamelCase_  :Any=510					,							lowerCamelCase_  :Optional[int]=2					,							lowerCamelCase_  :List[Any]=64					,							lowerCamelCase_  :Union[str, Any]=64					,							lowerCamelCase_  :str=65					,							lowerCamelCase_  :Union[str, Any]=False					,							lowerCamelCase_  :str=0.02					,							lowerCamelCase_  :Any=1e-5					,							lowerCamelCase_  :int=1					,							lowerCamelCase_  :Optional[int]=0					,							lowerCamelCase_  :str=2					,							**lowerCamelCase_  :int					,							):





										"""simple docstring"""

										lowerCamelCase__     :					int		=vocab_size
										lowerCamelCase__     :					Optional[int]		=max_position_embeddings
										lowerCamelCase__     :					List[Any]		=hidden_size
										lowerCamelCase__     :					Tuple		=num_hidden_layers
										lowerCamelCase__     :					Optional[Any]		=num_attention_heads
										lowerCamelCase__     :					List[str]		=intermediate_size
										lowerCamelCase__     :					Union[str, Any]		=hidden_act
										lowerCamelCase__     :					int		=hidden_dropout_prob
										lowerCamelCase__     :					Tuple		=attention_probs_dropout_prob
										lowerCamelCase__     :					Dict		=initializer_range
										lowerCamelCase__     :					Tuple		=type_vocab_size
										lowerCamelCase__     :					Any		=segment_means_seq_len
										lowerCamelCase__     :					int		=num_landmarks
										lowerCamelCase__     :					Tuple		=conv_kernel_size
										lowerCamelCase__     :					Optional[int]		=inv_coeff_init_option
										lowerCamelCase__     :					List[str]		=layer_norm_eps
										super().__init__(pad_token_id=lowerCamelCase_					,							bos_token_id=lowerCamelCase_					,							eos_token_id=lowerCamelCase_					,							**lowerCamelCase_	)