'''simple docstring'''

from __future__ import annotations

from pprint import pformat
from typing import Generic, TypeVar

lowerCAmelCase_ : List[str]						  =      TypeVar("T")





class 							lowercase						(						Generic[T] ):


			def __init__(   self				:	int   ,		__lowerCAmelCase				:	bool = True)      ->					None:
									lowercase_     =      {}  # dictionary of lists
									lowercase_     =      directed


			def __UpperCAmelCase       (   self				:	Optional[Any]   ,		__lowerCAmelCase				:	T   ,		__lowerCAmelCase				:	T)      ->					GraphAdjacencyList[T]:

									if not self.directed:  # For undirected graphs
															# if both source vertex and destination vertex are both present in the
															# adjacency list, add destination vertex to source vertex list of adjacent
															# vertices and add source vertex to destination vertex list of adjacent
															# vertices.
															if source_vertex in self.adj_list and destination_vertex in self.adj_list:
																					self.adj_list[source_vertex].append(__UpperCamelCase)
																					self.adj_list[destination_vertex].append(__UpperCamelCase)
															# if only source vertex is present in adjacency list, add destination vertex
															# to source vertex list of adjacent vertices, then create a new vertex with
															# destination vertex as key and assign a list containing the source vertex
															# as it's first adjacent vertex.
															elif source_vertex in self.adj_list:
																					self.adj_list[source_vertex].append(__UpperCamelCase)
																					lowercase_     =      [source_vertex]
															# if only destination vertex is present in adjacency list, add source vertex
															# to destination vertex list of adjacent vertices, then create a new vertex
															# with source vertex as key and assign a list containing the source vertex
															# as it's first adjacent vertex.
															elif destination_vertex in self.adj_list:
																					self.adj_list[destination_vertex].append(__UpperCamelCase)
																					lowercase_     =      [destination_vertex]
															# if both source vertex and destination vertex are not present in adjacency
															# list, create a new vertex with source vertex as key and assign a list
															# containing the destination vertex as it's first adjacent vertex also
															# create a new vertex with destination vertex as key and assign a list
															# containing the source vertex as it's first adjacent vertex.
															else:
																					lowercase_     =      [destination_vertex]
																					lowercase_     =      [source_vertex]
									else:  # For directed graphs
															# if both source vertex and destination vertex are present in adjacency
															# list, add destination vertex to source vertex list of adjacent vertices.
															if source_vertex in self.adj_list and destination_vertex in self.adj_list:
																					self.adj_list[source_vertex].append(__UpperCamelCase)
															# if only source vertex is present in adjacency list, add destination
															# vertex to source vertex list of adjacent vertices and create a new vertex
															# with destination vertex as key, which has no adjacent vertex
															elif source_vertex in self.adj_list:
																					self.adj_list[source_vertex].append(__UpperCamelCase)
																					lowercase_     =      []
															# if only destination vertex is present in adjacency list, create a new
															# vertex with source vertex as key and assign a list containing destination
															# vertex as first adjacent vertex
															elif destination_vertex in self.adj_list:
																					lowercase_     =      [destination_vertex]
															# if both source vertex and destination vertex are not present in adjacency
															# list, create a new vertex with source vertex as key and a list containing
															# destination vertex as it's first adjacent vertex. Then create a new vertex
															# with destination vertex as key, which has no adjacent vertex
															else:
																					lowercase_     =      [destination_vertex]
																					lowercase_     =      []

									return self


			def __repr__(   self				:	List[str])      ->					str:
									return pformat(self.adj_list)







'''simple docstring'''

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


lowerCAmelCase_ : Dict						  =      logging.get_logger(__name__)

lowerCAmelCase_ : List[Any]						  =      {
    "unc-nlp/lxmert-base-uncased": "https://huggingface.co/unc-nlp/lxmert-base-uncased/resolve/main/config.json",
}





class 							lowercase						(						__lowerCamelCase ):
   lowerCamelCase_    					='lxmert'
   lowerCamelCase_    					={}


   def __init__(   self				:	str   ,		__lowerCAmelCase				:	str=3_0522   ,		__lowerCAmelCase				:	Dict=768   ,		__lowerCAmelCase				:	List[str]=12   ,		__lowerCAmelCase				:	List[str]=9500   ,		__lowerCAmelCase				:	Optional[int]=1600   ,		__lowerCAmelCase				:	Tuple=400   ,		__lowerCAmelCase				:	str=3072   ,		__lowerCAmelCase				:	str="gelu"   ,		__lowerCAmelCase				:	Optional[Any]=0.1   ,		__lowerCAmelCase				:	List[Any]=0.1   ,		__lowerCAmelCase				:	Tuple=512   ,		__lowerCAmelCase				:	Tuple=2   ,		__lowerCAmelCase				:	Dict=0.02   ,		__lowerCAmelCase				:	int=1e-12   ,		__lowerCAmelCase				:	Union[str, Any]=9   ,		__lowerCAmelCase				:	List[str]=5   ,		__lowerCAmelCase				:	Any=5   ,		__lowerCAmelCase				:	Dict=2048   ,		__lowerCAmelCase				:	Any=4   ,		__lowerCAmelCase				:	Optional[int]=6.67   ,		__lowerCAmelCase				:	Optional[Any]=True   ,		__lowerCAmelCase				:	Tuple=True   ,		__lowerCAmelCase				:	Optional[int]=True   ,		__lowerCAmelCase				:	List[Any]=True   ,		__lowerCAmelCase				:	Optional[Any]=True   ,		__lowerCAmelCase				:	int=True   ,		__lowerCAmelCase				:	List[str]=True   ,		**__lowerCAmelCase				:	Dict   ,		)      ->					Dict:
         lowercase_     =      vocab_size
         lowercase_     =      hidden_size
         lowercase_     =      num_attention_heads
         lowercase_     =      hidden_act
         lowercase_     =      intermediate_size
         lowercase_     =      hidden_dropout_prob
         lowercase_     =      attention_probs_dropout_prob
         lowercase_     =      max_position_embeddings
         lowercase_     =      type_vocab_size
         lowercase_     =      initializer_range
         lowercase_     =      layer_norm_eps
         lowercase_     =      num_qa_labels
         lowercase_     =      num_object_labels
         lowercase_     =      num_attr_labels
         lowercase_     =      l_layers
         lowercase_     =      x_layers
         lowercase_     =      r_layers
         lowercase_     =      visual_feat_dim
         lowercase_     =      visual_pos_dim
         lowercase_     =      visual_loss_normalizer
         lowercase_     =      task_matched
         lowercase_     =      task_mask_lm
         lowercase_     =      task_obj_predict
         lowercase_     =      task_qa
         lowercase_     =      visual_obj_loss
         lowercase_     =      visual_attr_loss
         lowercase_     =      visual_feat_loss
         lowercase_     =      {"vision": r_layers, "cross_encoder": x_layers, "language": l_layers}
         super().__init__(**__lowerCAmelCase)






