



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


__UpperCAmelCase          =       logging.get_logger(__name__)

__UpperCAmelCase          =       {
    '''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_		(  snake_case_							):
       UpperCAmelCase__				:					Optional[Any]        =  '''yolos'''
       def __init__(			self,			SCREAMING_SNAKE_CASE_=768,			SCREAMING_SNAKE_CASE_=12,			SCREAMING_SNAKE_CASE_=12,			SCREAMING_SNAKE_CASE_=3072,			SCREAMING_SNAKE_CASE_="gelu",			SCREAMING_SNAKE_CASE_=0.0,			SCREAMING_SNAKE_CASE_=0.0,			SCREAMING_SNAKE_CASE_=0.02,			SCREAMING_SNAKE_CASE_=1e-12,			SCREAMING_SNAKE_CASE_=[512, 864],			SCREAMING_SNAKE_CASE_=16,			SCREAMING_SNAKE_CASE_=3,			SCREAMING_SNAKE_CASE_=True,			SCREAMING_SNAKE_CASE_=100,			SCREAMING_SNAKE_CASE_=True,			SCREAMING_SNAKE_CASE_=False,			SCREAMING_SNAKE_CASE_=1,			SCREAMING_SNAKE_CASE_=5,			SCREAMING_SNAKE_CASE_=2,			SCREAMING_SNAKE_CASE_=5,			SCREAMING_SNAKE_CASE_=2,			SCREAMING_SNAKE_CASE_=0.1,			**SCREAMING_SNAKE_CASE_,			)     ->		Optional[Any]:
          super().__init__(**UpperCamelCase__       )

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






class 				lowerCAmelCase_		(  snake_case_							):
       UpperCAmelCase__				:					int        =  version.parse("1.11"							)
       @property
       def 					snake_case_       (			self       )     ->		Mapping[str, Mapping[int, str]]:
          return OrderedDict(
              [
                  ('pixel_values', {0: 'batch', 1: 'num_channels', 2: 'height', 3: 'width'}),
              ]       )
       @property
       def 					snake_case_       (			self       )     ->		float:
          return 1e-4






       @property
       def 					snake_case_       (			self       )     ->		int:
          return 12







"""simple docstring"""



def   __lowerCAmelCase						(						lowercase  :  List[str]						,							lowercase  :  Union[str, Any]						,							lowercase  :  List[str]						,							lowercase  :  Tuple						,							lowercase  :  List[Any]						,							lowercase  :  int )	->						List[Any]:


    """simple docstring"""





    if index == r:
        for j in range(lowercase ):
            print(data[j]						,							end=" " )
        print(" " )
        return
    #  When no more elements are there to put in data[]
    if i >= n:
        return
    # current is included, put next at next location
    snake_case    :      Union[str, Any]      					=    arr[i]
    combination_util(lowercase						,							lowercase						,							lowercase						,							index + 1						,							lowercase						,							i + 1 )
    # current is excluded, replace it with
    # next (Note that i+1 is passed, but
    # index is not changed)
    combination_util(lowercase						,							lowercase						,							lowercase						,							lowercase						,							lowercase						,							i + 1 )
    # The main function that prints all combinations
    # of size r in arr[] of size n. This function
    # mainly uses combinationUtil()







def   __lowerCAmelCase						(						lowercase  :  Any						,							lowercase  :  Union[str, Any]						,							lowercase  :  Optional[int] )	->						List[Any]:


    """simple docstring"""





    snake_case    :      Any      					=    [0] * r
    # Print all combination using temporary array 'data[]'
    combination_util(lowercase						,							lowercase						,							lowercase						,							0						,							lowercase						,							0 )


if __name__ == "__main__":
  # Driver code to check the function above
  __snake_case   			=    [10, 20, 30, 40, 50]
  print_combination(arr, len(arr), 3)
  # This code is contributed by Ambuj sahu





