


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


snake_case__			 =						logging.get_logger(__name__)

snake_case__			 =						{
    '''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_    (       _a):
						lowerCamelCase_         =     'yolos'




						def __init__(	self						:   Optional[Any]   ,     __A						:   Optional[int]=768   ,     __A						:   Any=12   ,     __A						:   Dict=12   ,     __A						:   Tuple=3072   ,     __A						:   List[str]="gelu"   ,     __A						:   Optional[int]=0.0   ,     __A						:   Union[str, Any]=0.0   ,     __A						:   Optional[int]=0.02   ,     __A						:   Dict=1E-12   ,     __A						:   str=[512, 864]   ,     __A						:   List[Any]=16   ,     __A						:   Optional[Any]=3   ,     __A						:   Tuple=True   ,     __A						:   Any=100   ,     __A						:   List[str]=True   ,     __A						:   List[str]=False   ,     __A						:   int=1   ,     __A						:   str=5   ,     __A						:   Optional[Any]=2   ,     __A						:   Any=5   ,     __A						:   Dict=2   ,     __A						:   Optional[int]=0.1   ,     **__A						:   List[str]   ,     )      ->List[str]:






									"""simple docstring"""






									super().__init__(**__A						)

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






class 					lowerCAmelCase_    (       _a):
						lowerCamelCase_         =     version.parse('1.11')




						@property
						def  _snake_case					(	self						:   Union[str, Any]						)      ->Mapping[str, Mapping[int, str]]:






									"""simple docstring"""






									return OrderedDict(
									    [
									        ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
									    ]						)




						@property
						def  _snake_case					(	self						:   Tuple						)      ->float:






									"""simple docstring"""






									return 1E-4






						@property
						def  _snake_case					(	self						:   Any						)      ->int:






									"""simple docstring"""






									return 12






def 				lowerCamelCase__	(      a	:   int = 100				)    ->	int:





			"""simple docstring"""
			a__ :Tuple						  =    n * (n + 1) * (2 * n + 1) / 6
			a__ :Tuple						  =    (n * (n + 1) / 2) ** 2
			return int(square_of_sum - sum_of_squares				)


if __name__ == "__main__":
		print(f'''{solution() = }''')


