




"""simple docstring"""







from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


__A   :  List[str]					=      logging.get_logger(__name__)

__A   :  str					=      {
    'hustvl/yolos-small': 'https://huggingface.co/hustvl/yolos-small/resolve/main/config.json',
    # See all YOLOS models at https://huggingface.co/models?filter=yolos
}




class       lowerCAmelCase__       (			_lowercase    ):


				"""simple docstring"""





				__UpperCAmelCase :     List[str]       =      '''yolos'''



				def __init__(     self					:	Dict    ,   lowercase__					:	Optional[Any]=7_6_8    ,   lowercase__					:	int=1_2    ,   lowercase__					:	List[str]=1_2    ,   lowercase__					:	str=3_0_7_2    ,   lowercase__					:	Tuple="gelu"    ,   lowercase__					:	Dict=0.0    ,   lowercase__					:	List[Any]=0.0    ,   lowercase__					:	Any=0.0_2    ,   lowercase__					:	str=1e-12    ,   lowercase__					:	List[Any]=[5_1_2, 8_6_4]    ,   lowercase__					:	Union[str, Any]=1_6    ,   lowercase__					:	List[str]=3    ,   lowercase__					:	Optional[int]=True    ,   lowercase__					:	Tuple=1_0_0    ,   lowercase__					:	str=True    ,   lowercase__					:	Optional[Any]=False    ,   lowercase__					:	Any=1    ,   lowercase__					:	Optional[Any]=5    ,   lowercase__					:	Optional[Any]=2    ,   lowercase__					:	Optional[int]=5    ,   lowercase__					:	List[Any]=2    ,   lowercase__					:	Union[str, Any]=0.1    ,   **lowercase__					:	Tuple    ,   ):
						super().__init__(**A_						)

						__lowercase				:		Tuple												=				hidden_size
						__lowercase				:		str												=				num_hidden_layers
						__lowercase				:		Tuple												=				num_attention_heads
						__lowercase				:		Optional[Any]												=				intermediate_size
						__lowercase				:		int												=				hidden_act
						__lowercase				:		List[str]												=				hidden_dropout_prob
						__lowercase				:		Optional[Any]												=				attention_probs_dropout_prob
						__lowercase				:		List[Any]												=				initializer_range
						__lowercase				:		str												=				layer_norm_eps
						__lowercase				:		Optional[Any]												=				image_size
						__lowercase				:		Optional[int]												=				patch_size
						__lowercase				:		Tuple												=				num_channels
						__lowercase				:		Any												=				qkv_bias
						__lowercase				:		Any												=				num_detection_tokens
						__lowercase				:		str												=				use_mid_position_embeddings
						__lowercase				:		Tuple												=				auxiliary_loss
						# Hungarian matcher
						__lowercase				:		Dict												=				class_cost
						__lowercase				:		Optional[int]												=				bbox_cost
						__lowercase				:		str												=				giou_cost
						# Loss coefficients
						__lowercase				:		Optional[int]												=				bbox_loss_coefficient
						__lowercase				:		Optional[int]												=				giou_loss_coefficient
						__lowercase				:		Union[str, Any]												=				eos_coefficient





class       lowerCAmelCase__       (			_lowercase    ):


				"""simple docstring"""





				__UpperCAmelCase :     Any       =      version.parse("1.11"    )



				@property
				def       snake_case    (     self					:	Optional[int]						):
						return OrderedDict(
						    [
						        ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
						    ]						)



				@property
				def       snake_case    (     self					:	Any						):
						return 1e-4



				@property
				def       snake_case    (     self					:	Tuple						):
						return 1_2










"""simple docstring"""







class       lowerCAmelCase__       :


				"""simple docstring"""





				def __init__(     self					:	int    ,   lowercase__					:	List[Any]						):
						__lowercase				:		Tuple												=				val
						__lowercase				:		Optional[Any]												=				None
						__lowercase				:		Tuple												=				None



				def       snake_case    (     self					:	Optional[Any]    ,   lowercase__					:	List[str]						):
						if self.val:
								if val < self.val:
										if self.left is None:
												__lowercase				:		Tuple												=				Node(lowercase__						)
										else:
												self.left.insert(lowercase__						)
								elif val > self.val:
										if self.right is None:
												__lowercase				:		Any												=				Node(lowercase__						)
										else:
												self.right.insert(lowercase__						)
						else:
								__lowercase				:		Optional[Any]												=				val





def 						snake_case__       (					_lowerCamelCase,  _lowerCamelCase				)			->Any:






		"""simple docstring"""


		if root:
				inorder(root.left,  _lowerCamelCase				)
				res.append(root.val				)
				inorder(root.right,  _lowerCamelCase				)

def 						snake_case__       (					_lowerCamelCase				)			->Optional[Any]:






		"""simple docstring"""


		if len(_lowerCamelCase				) == 0:
				return arr
		__lowercase				:		int												=				Node(arr[0]				)
		for i in range(1,  len(_lowerCamelCase				)				):
				root.insert(arr[i]				)
		# Traverse BST in order.
		__lowercase				:		Tuple												=				[]
		inorder(_lowerCamelCase,  _lowerCamelCase				)
		return res


if __name__ == "__main__":
						print(tree_sort([1_0, 1, 3, 2, 9, 1_4, 1_3]))
