
'''simple docstring'''



class      A							:



			def __init__(   self    ,       lowerCamelCase__    )     ->						None:




									'''simple docstring'''



									lowercase__								=    data
									lowercase__								=    42
									lowercase__								=    42





def 	_A						(							lowercase__		):
						lowercase__								=    0
						lowercase__								=    x





def 	_A						(							lowercase__						,						lowercase__		):
						lowercase__	,  lowercase__								=    find_set(lowercase__		), find_set(lowercase__		)
						if x == y:
												return

						elif x.rank > y.rank:
												lowercase__								=    x
						else:
												lowercase__								=    y
												if x.rank == y.rank:
																		y.rank += 1





def 	_A						(							lowercase__		):
						if x != x.parent:
												lowercase__								=    find_set(x.parent		)
						return x.parent





def 	_A						(							lowercase__		):
						lowercase__								=    ({0, 1, 2}, {3, 4, 5})
						for s in sets:
												if node.data in s:
																		return s
						lowercase__								=    f'''{node.data} is not in {sets}'''
						raise ValueError(lowercase__		)





def 	_A						(							):
						lowercase__								=    [Node(lowercase__		) for i in range(6		)]
						for v in vertex:
												make_set(lowercase__		)

						union_set(vertex[0]						,						vertex[1]		)
						union_set(vertex[1]						,						vertex[2]		)
						union_set(vertex[3]						,						vertex[4]		)
						union_set(vertex[3]						,						vertex[5]		)

						for nodea in vertex:
												for nodea in vertex:
																		if find_python_set(lowercase__		).isdisjoint(find_python_set(lowercase__		)		):
																								assert find_set(lowercase__		) != find_set(lowercase__		)
																		else:
																								assert find_set(lowercase__		) == find_set(lowercase__		)


if __name__ == "__main__":
				test_disjoint_set()








'''simple docstring'''



import copy
from typing import Dict

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto.configuration_auto import CONFIG_MAPPING
from ..bit import BitConfig


__A       =      logging.get_logger(__name__)

__A       =      {
    "google/vit-hybrid-base-bit-384": "https://huggingface.co/vit-hybrid-base-bit-384/resolve/main/config.json",
    # See all ViT hybrid models at https://huggingface.co/models?filter=vit
}





class      A							(    __UpperCAmelCase			):
			lowerCamelCase							:							List[str]    						=					"""vit-hybrid"""



			def __init__(   self    ,       lowerCamelCase__=None    ,       lowerCamelCase__=768    ,       lowerCamelCase__=12    ,       lowerCamelCase__=12    ,       lowerCamelCase__=3_072    ,       lowerCamelCase__="gelu"    ,       lowerCamelCase__=0.0    ,       lowerCamelCase__=0.0    ,       lowerCamelCase__=0.02    ,       lowerCamelCase__=1e-12    ,       lowerCamelCase__=224    ,       lowerCamelCase__=1    ,       lowerCamelCase__=3    ,       lowerCamelCase__=[1, 1_024, 24, 24]    ,       lowerCamelCase__=True    ,       **lowerCamelCase__    ,       )     ->						Optional[Any]:




									'''simple docstring'''



									super().__init__(**lowerCamelCase__    )

									if backbone_config is None:
															logger.info("""`backbone_config` is `None`. Initializing the config with a `BiT` backbone."""    )
															lowercase__								=    {
															    """global_padding""": """same""",
															    """layer_type""": """bottleneck""",
															    """depths""": [3, 4, 9],
															    """out_features""": ["""stage3"""],
															    """embedding_dynamic_padding""": True,
															}

									if isinstance(lowerCamelCase__    ,       lowerCamelCase__    ):
															if "model_type" in backbone_config:
																					lowercase__								=    CONFIG_MAPPING[backbone_config["""model_type"""]]
															else:
																					logger.info(
																					    """`model_type` is not found in `backbone_config`. Use `Bit` as the backbone configuration class."""    )
																					lowercase__								=    BitConfig
															lowercase__								=    backbone_config_class(**lowerCamelCase__    )

									lowercase__								=    backbone_featmap_shape
									lowercase__								=    backbone_config
									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__								=    layer_norm_eps
									lowercase__								=    image_size
									lowercase__								=    patch_size
									lowercase__								=    num_channels
									lowercase__								=    qkv_bias



			def A__	(   self    )     ->						Dict[str, any]:




									'''simple docstring'''



									lowercase__								=    copy.deepcopy(self.__dict__    )
									lowercase__								=    self.backbone_config.to_dict()
									lowercase__								=    self.__class__.model_type
									return output






