'''simple docstring'''




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


_lowercase						: Optional[int]						=						logging.get_logger(__name__)

_lowercase						: int						=						{
    "microsoft/markuplm-base": "https://huggingface.co/microsoft/markuplm-base/resolve/main/config.json",
    "microsoft/markuplm-large": "https://huggingface.co/microsoft/markuplm-large/resolve/main/config.json",
}





class     __magic_name__						(    _UpperCAmelCase):
			UpperCamelCase__				=       '''markuplm'''







			def __init__(	self				:  List[str]				,			lowercase_				:  str=30522				,			lowercase_				:  Optional[int]=768				,			lowercase_				:  Optional[Any]=12				,			lowercase_				:  List[str]=12				,			lowercase_				:  Any=3072				,			lowercase_				:  Dict="gelu"				,			lowercase_				:  List[str]=0.1				,			lowercase_				:  List[str]=0.1				,			lowercase_				:  str=512				,			lowercase_				:  Union[str, Any]=2				,			lowercase_				:  Tuple=0.02				,			lowercase_				:  Optional[Any]=1E-12				,			lowercase_				:  Any=0				,			lowercase_				:  Any=0				,			lowercase_				:  int=2				,			lowercase_				:  List[Any]=256				,			lowercase_				:  Dict=1024				,			lowercase_				:  List[Any]=216				,			lowercase_				:  List[str]=1001				,			lowercase_				:  Optional[Any]=32				,			lowercase_				:  Optional[Any]=50				,			lowercase_				:  Union[str, Any]="absolute"				,			lowercase_				:  Any=True				,			lowercase_				:  List[Any]=None				,			**lowercase_				:  Union[str, Any]				,			):
										super().__init__(
										    pad_token_id=lowercase_				,			bos_token_id=lowercase_				,			eos_token_id=lowercase_				,			**lowercase_				,			)
										lowercase_					:			Optional[Any]										=       vocab_size
										lowercase_					:			Dict										=       hidden_size
										lowercase_					:			Union[str, Any]										=       num_hidden_layers
										lowercase_					:			List[str]										=       num_attention_heads
										lowercase_					:			Tuple										=       hidden_act
										lowercase_					:			str										=       intermediate_size
										lowercase_					:			Dict										=       hidden_dropout_prob
										lowercase_					:			Dict										=       attention_probs_dropout_prob
										lowercase_					:			Tuple										=       max_position_embeddings
										lowercase_					:			Dict										=       type_vocab_size
										lowercase_					:			Union[str, Any]										=       initializer_range
										lowercase_					:			int										=       layer_norm_eps
										lowercase_					:			Tuple										=       position_embedding_type
										lowercase_					:			Optional[int]										=       use_cache
										lowercase_					:			Optional[int]										=       classifier_dropout
										# additional properties
										lowercase_					:			List[str]										=       max_depth
										lowercase_					:			Union[str, Any]										=       max_xpath_tag_unit_embeddings
										lowercase_					:			List[str]										=       max_xpath_subs_unit_embeddings
										lowercase_					:			Optional[int]										=       tag_pad_id
										lowercase_					:			List[str]										=       subs_pad_id
										lowercase_					:			Union[str, Any]										=       xpath_unit_hidden_size






'''simple docstring'''




_lowercase						: str						=						tuple[float, float, float]
_lowercase						: List[Any]						=						tuple[float, float, float]




def 							lowerCamelCase	(      UpperCAmelCase__       :					Pointad      ,      UpperCAmelCase__       :					Pointad )			->      Vectorad:
							lowercase_					:			List[str]										=       end_pointa[0] - end_pointa[0]
							lowercase_					:			Union[str, Any]										=       end_pointa[1] - end_pointa[1]
							lowercase_					:			List[Any]										=       end_pointa[2] - end_pointa[2]
							return (x, y, z)




def 							lowerCamelCase	(      UpperCAmelCase__       :					Vectorad      ,      UpperCAmelCase__       :					Vectorad )			->      Vectorad:
							lowercase_					:			List[Any]										=       ab[1] * ac[2] - ab[2] * ac[1]  # *i
							lowercase_					:			Union[str, Any]										=       (ab[0] * ac[2] - ab[2] * ac[0]) * -1  # *j
							lowercase_					:			List[str]										=       ab[0] * ac[1] - ab[1] * ac[0]  # *k
							return (x, y, z)




def 							lowerCamelCase	(      UpperCAmelCase__       :					Vectorad      ,      UpperCAmelCase__       :					int )			->      bool:
							return tuple(round(UpperCAmelCase__      ,      UpperCAmelCase__ ) for x in vector ) == (0, 0, 0)




def 							lowerCamelCase	(      UpperCAmelCase__       :					Pointad      ,      UpperCAmelCase__       :					Pointad      ,      UpperCAmelCase__       :					Pointad      ,      UpperCAmelCase__       :					int = 10 )			->      bool:
							lowercase_					:			Dict										=       create_vector(UpperCAmelCase__      ,      UpperCAmelCase__ )
							lowercase_					:			Optional[int]										=       create_vector(UpperCAmelCase__      ,      UpperCAmelCase__ )
							return is_zero_vector(get_ad_vectors_cross(UpperCAmelCase__      ,      UpperCAmelCase__ )      ,      UpperCAmelCase__ )





