
"""simple docstring"""






from ...configuration_utils import PretrainedConfig
from ...utils import is_detectrona_available, logging


_lowercase							 =							logging.get_logger(__name__)

_lowercase							 =							{
    '''layoutlmv2-base-uncased''': '''https://huggingface.co/microsoft/layoutlmv2-base-uncased/resolve/main/config.json''',
    '''layoutlmv2-large-uncased''': '''https://huggingface.co/microsoft/layoutlmv2-large-uncased/resolve/main/config.json''',
    # See all LayoutLMv2 models at https://huggingface.co/models?filter=layoutlmv2
}

# soft dependency
if is_detectrona_available():
					import detectrona

class 				__a    (   __a					):



							'''simple docstring'''







							_lowerCamelCase				: str					      =      """layoutlmv2"""
							def __init__(    self     ,						_lowerCamelCase=30_522     ,						_lowerCamelCase=768     ,						_lowerCamelCase=12     ,						_lowerCamelCase=12     ,						_lowerCamelCase=3_072     ,						_lowerCamelCase="gelu"     ,						_lowerCamelCase=0.1     ,						_lowerCamelCase=0.1     ,						_lowerCamelCase=512     ,						_lowerCamelCase=2     ,						_lowerCamelCase=0.02     ,						_lowerCamelCase=1e-12     ,						_lowerCamelCase=0     ,						_lowerCamelCase=1_024     ,						_lowerCamelCase=128     ,						_lowerCamelCase=32     ,						_lowerCamelCase=True     ,						_lowerCamelCase=256     ,						_lowerCamelCase=64     ,						_lowerCamelCase=True     ,						_lowerCamelCase=[7, 7, 256]     ,						_lowerCamelCase=128     ,						_lowerCamelCase=128     ,						_lowerCamelCase=True     ,						_lowerCamelCase=True     ,						_lowerCamelCase=False     ,						_lowerCamelCase=None     ,						**_lowerCamelCase     ,						) ->       Any:




										'''simple docstring'''
										super().__init__(
										    vocab_size=_lowerCamelCase     ,						hidden_size=_lowerCamelCase     ,						num_hidden_layers=_lowerCamelCase     ,						num_attention_heads=_lowerCamelCase     ,						intermediate_size=_lowerCamelCase     ,						hidden_act=_lowerCamelCase     ,						hidden_dropout_prob=_lowerCamelCase     ,						attention_probs_dropout_prob=_lowerCamelCase     ,						max_position_embeddings=_lowerCamelCase     ,						type_vocab_size=_lowerCamelCase     ,						initializer_range=_lowerCamelCase     ,						layer_norm_eps=_lowerCamelCase     ,						pad_token_id=_lowerCamelCase     ,						**_lowerCamelCase     ,						)
										__lowercase						      =					max_ad_position_embeddings
										__lowercase						      =					max_rel_pos
										__lowercase						      =					rel_pos_bins
										__lowercase						      =					fast_qkv
										__lowercase						      =					max_rel_ad_pos
										__lowercase						      =					rel_ad_pos_bins
										__lowercase						      =					convert_sync_batchnorm
										__lowercase						      =					image_feature_pool_shape
										__lowercase						      =					coordinate_size
										__lowercase						      =					shape_size
										__lowercase						      =					has_relative_attention_bias
										__lowercase						      =					has_spatial_attention_bias
										__lowercase						      =					has_visual_segment_embedding
										__lowercase						      =					(
										    detectrona_config_args if detectrona_config_args is not None else self.get_default_detectrona_config()
										)
							@classmethod
							def      SCREAMING_SNAKE_CASE	(    self					) ->       Any:




										'''simple docstring'''
										return {
										    "MODEL.MASK_ON": True,
										    "MODEL.PIXEL_STD": [57.375, 57.120, 58.395],
										    "MODEL.BACKBONE.NAME": "build_resnet_fpn_backbone",
										    "MODEL.FPN.IN_FEATURES": ["res2", "res3", "res4", "res5"],
										    "MODEL.ANCHOR_GENERATOR.SIZES": [[32], [64], [128], [256], [512]],
										    "MODEL.RPN.IN_FEATURES": ["p2", "p3", "p4", "p5", "p6"],
										    "MODEL.RPN.PRE_NMS_TOPK_TRAIN": 2_000,
										    "MODEL.RPN.PRE_NMS_TOPK_TEST": 1_000,
										    "MODEL.RPN.POST_NMS_TOPK_TRAIN": 1_000,
										    "MODEL.POST_NMS_TOPK_TEST": 1_000,
										    "MODEL.ROI_HEADS.NAME": "StandardROIHeads",
										    "MODEL.ROI_HEADS.NUM_CLASSES": 5,
										    "MODEL.ROI_HEADS.IN_FEATURES": ["p2", "p3", "p4", "p5"],
										    "MODEL.ROI_BOX_HEAD.NAME": "FastRCNNConvFCHead",
										    "MODEL.ROI_BOX_HEAD.NUM_FC": 2,
										    "MODEL.ROI_BOX_HEAD.POOLER_RESOLUTION": 14,
										    "MODEL.ROI_MASK_HEAD.NAME": "MaskRCNNConvUpsampleHead",
										    "MODEL.ROI_MASK_HEAD.NUM_CONV": 4,
										    "MODEL.ROI_MASK_HEAD.POOLER_RESOLUTION": 7,
										    "MODEL.RESNETS.DEPTH": 101,
										    "MODEL.RESNETS.SIZES": [[32], [64], [128], [256], [512]],
										    "MODEL.RESNETS.ASPECT_RATIOS": [[0.5, 1.0, 2.0]],
										    "MODEL.RESNETS.OUT_FEATURES": ["res2", "res3", "res4", "res5"],
										    "MODEL.RESNETS.NUM_GROUPS": 32,
										    "MODEL.RESNETS.WIDTH_PER_GROUP": 8,
										    "MODEL.RESNETS.STRIDE_IN_1X1": False,
										}





							def      SCREAMING_SNAKE_CASE	(    self					) ->       int:




										'''simple docstring'''
										__lowercase						      =					detectrona.config.get_cfg()
										for k, v in self.detectrona_config_args.items():
													__lowercase						      =					k.split("."					)
													__lowercase						      =					detectrona_config
													for attribute in attributes[:-1]:
																__lowercase						      =					getattr(_lowerCamelCase     ,						_lowerCamelCase					)
													setattr(_lowerCamelCase     ,						attributes[-1]     ,						_lowerCamelCase					)

										return detectrona_config







"""simple docstring"""






class 				__a    :



							'''simple docstring'''







							def __init__(    self     ,						_lowerCamelCase					) ->       Optional[Any]:




										'''simple docstring'''
										__lowercase						      =					data
										__lowercase						      =					None
										__lowercase						      =					None





							def __str__(    self					) ->       str:




										'''simple docstring'''
										return f'''{self.data}'''





class 				__a    :



							'''simple docstring'''







							def __init__(    self					) ->       List[str]:




										'''simple docstring'''
										__lowercase						      =					None
										__lowercase						      =					None
							def __iter__(    self					) ->       int:




										'''simple docstring'''
										__lowercase						      =					self.head
										while node:
													yield node.data
													__lowercase						      =					node.next
							def __str__(    self					) ->       Union[str, Any]:




										'''simple docstring'''
										return "->".join([str(_lowerCamelCase					) for item in self]					)
							def __len__(    self					) ->       Dict:




										'''simple docstring'''
										return sum(1 for _ in self					)
							def      SCREAMING_SNAKE_CASE	(    self     ,						_lowerCamelCase					) ->       Union[str, Any]:




										'''simple docstring'''
										self.insert_at_nth(0     ,						_lowerCamelCase					)
							def      SCREAMING_SNAKE_CASE	(    self     ,						_lowerCamelCase					) ->       List[str]:




										'''simple docstring'''
										self.insert_at_nth(len(self					)     ,						_lowerCamelCase					)
							def      SCREAMING_SNAKE_CASE	(    self     ,						_lowerCamelCase     ,						_lowerCamelCase					) ->       List[Any]:




										'''simple docstring'''
										__lowercase						      =					len(self					)

										if not 0 <= index <= length:
													raise IndexError("list index out of range"					)
										__lowercase						      =					Node(_lowerCamelCase					)
										if self.head is None:
													__lowercase						      =					__lowercase						      =					new_node
										elif index == 0:
													__lowercase						      =					new_node
													__lowercase						      =					self.head
													__lowercase						      =					new_node
										elif index == length:
													__lowercase						      =					new_node
													__lowercase						      =					self.tail
													__lowercase						      =					new_node
										else:
													__lowercase						      =					self.head
													for _ in range(0     ,						_lowerCamelCase					):
																__lowercase						      =					temp.next
													__lowercase						      =					new_node
													__lowercase						      =					temp.previous
													__lowercase						      =					temp
													__lowercase						      =					new_node
							def      SCREAMING_SNAKE_CASE	(    self					) ->       Any:




										'''simple docstring'''
										return self.delete_at_nth(0					)
							def      SCREAMING_SNAKE_CASE	(    self					) ->       str:




										'''simple docstring'''
										return self.delete_at_nth(len(self					) - 1					)
							def      SCREAMING_SNAKE_CASE	(    self     ,						_lowerCamelCase					) ->       str:




										'''simple docstring'''
										__lowercase						      =					len(self					)

										if not 0 <= index <= length - 1:
													raise IndexError("list index out of range"					)
										__lowercase						      =					self.head  # default first node
										if length == 1:
													__lowercase						      =					__lowercase						      =					None
										elif index == 0:
													__lowercase						      =					self.head.next
													__lowercase						      =					None
										elif index == length - 1:
													__lowercase						      =					self.tail
													__lowercase						      =					self.tail.previous
													__lowercase						      =					None
										else:
													__lowercase						      =					self.head
													for _ in range(0     ,						_lowerCamelCase					):
																__lowercase						      =					temp.next
													__lowercase						      =					temp
													__lowercase						      =					temp.previous
													__lowercase						      =					temp.next
										return delete_node.data
							def      SCREAMING_SNAKE_CASE	(    self     ,						_lowerCamelCase					) ->       str:




										'''simple docstring'''
										__lowercase						      =					self.head

										while current.data != data:  # Find the position to delete
													if current.next:
																__lowercase						      =					current.next
													else:  # We have reached the end an no value matches
																raise ValueError("No data matching given value"					)

										if current == self.head:
													self.delete_head()

										elif current == self.tail:
													self.delete_tail()

										else:  # Before: 1 <--> 2(current) <--> 3
													__lowercase						      =					current.next  # 1 --> 3
													__lowercase						      =					current.previous  # 1 <--> 3
										return data





							def      SCREAMING_SNAKE_CASE	(    self					) ->       Union[str, Any]:




										'''simple docstring'''
										return len(self					) == 0





def     lowerCAmelCase__ (		)	->None:
			__lowercase						      =					DoublyLinkedList()
			assert linked_list.is_empty() is True
			assert str(__magic_name__			) == ""

			try:
						linked_list.delete_head()
						raise AssertionError  # This should not happen.
			except IndexError:
						assert True  # This should happen.

			try:
						linked_list.delete_tail()
						raise AssertionError  # This should not happen.
			except IndexError:
						assert True  # This should happen.

			for i in range(1_0			):
						assert len(__magic_name__			) == i
						linked_list.insert_at_nth(__magic_name__ ,      i + 1			)
			assert str(__magic_name__			) == "->".join(str(__magic_name__			) for i in range(1 ,      1_1			)			)

			linked_list.insert_at_head(0			)
			linked_list.insert_at_tail(1_1			)
			assert str(__magic_name__			) == "->".join(str(__magic_name__			) for i in range(0 ,      1_2			)			)

			assert linked_list.delete_head() == 0
			assert linked_list.delete_at_nth(9			) == 1_0
			assert linked_list.delete_tail() == 1_1
			assert len(__magic_name__			) == 9
			assert str(__magic_name__			) == "->".join(str(__magic_name__			) for i in range(1 ,      1_0			)			)


if __name__ == "__main__":
					from doctest import testmod

					testmod()





