





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


_snake_case  :   str						   =  logging.get_logger(__name__)

_snake_case  :   Optional[Any]						   =  {
    'microsoft/cvt-13': 'https://huggingface.co/microsoft/cvt-13/resolve/main/config.json',
    # See all Cvt models at https://huggingface.co/models?filter=cvt
}



class     _UpperCAmelCase   (   _UpperCamelCase   ):

  """simple docstring"""


  a_      =			"""cvt"""






  def __init__(    self			:		Optional[int] ,  lowerCAmelCase_			:		List[Any]=3 ,  lowerCAmelCase_			:		Any=[7, 3, 3] ,  lowerCAmelCase_			:		Tuple=[4, 2, 2] ,  lowerCAmelCase_			:		Optional[Any]=[2, 1, 1] ,  lowerCAmelCase_			:		Tuple=[6_4, 1_9_2, 3_8_4] ,  lowerCAmelCase_			:		List[str]=[1, 3, 6] ,  lowerCAmelCase_			:		Tuple=[1, 2, 1_0] ,  lowerCAmelCase_			:		Union[str, Any]=[4.0, 4.0, 4.0] ,  lowerCAmelCase_			:		str=[0.0, 0.0, 0.0] ,  lowerCAmelCase_			:		List[Any]=[0.0, 0.0, 0.0] ,  lowerCAmelCase_			:		List[Any]=[0.0, 0.0, 0.1] ,  lowerCAmelCase_			:		Optional[Any]=[True, True, True] ,  lowerCAmelCase_			:		List[str]=[False, False, True] ,  lowerCAmelCase_			:		Optional[int]=["dw_bn", "dw_bn", "dw_bn"] ,  lowerCAmelCase_			:		int=[3, 3, 3] ,  lowerCAmelCase_			:		int=[1, 1, 1] ,  lowerCAmelCase_			:		str=[2, 2, 2] ,  lowerCAmelCase_			:		Union[str, Any]=[1, 1, 1] ,  lowerCAmelCase_			:		Union[str, Any]=[1, 1, 1] ,  lowerCAmelCase_			:		str=0.02 ,  lowerCAmelCase_			:		Optional[int]=1e-12 ,  **lowerCAmelCase_			:		Optional[Any] ,  )							->						int:
     super().__init__(**lowerCAmelCase_					)
     __lowerCAmelCase							     =     num_channels
     __lowerCAmelCase							     =     patch_sizes
     __lowerCAmelCase							     =     patch_stride
     __lowerCAmelCase							     =     patch_padding
     __lowerCAmelCase							     =     embed_dim
     __lowerCAmelCase							     =     num_heads
     __lowerCAmelCase							     =     depth
     __lowerCAmelCase							     =     mlp_ratio
     __lowerCAmelCase							     =     attention_drop_rate
     __lowerCAmelCase							     =     drop_rate
     __lowerCAmelCase							     =     drop_path_rate
     __lowerCAmelCase							     =     qkv_bias
     __lowerCAmelCase							     =     cls_token
     __lowerCAmelCase							     =     qkv_projection_method
     __lowerCAmelCase							     =     kernel_qkv
     __lowerCAmelCase							     =     padding_kv
     __lowerCAmelCase							     =     stride_kv
     __lowerCAmelCase							     =     padding_q
     __lowerCAmelCase							     =     stride_q
     __lowerCAmelCase							     =     initializer_range
     __lowerCAmelCase							     =     layer_norm_eps








class     _UpperCAmelCase   :

  """simple docstring"""


  def __init__(    self			:		Union[str, Any] ,  lowerCAmelCase_			:		List[str] ,  lowerCAmelCase_			:		int ,  lowerCAmelCase_			:		Dict					)							->						List[str]:
     __lowerCAmelCase							     =     name
     __lowerCAmelCase							     =     value
     __lowerCAmelCase							     =     weight






  def __repr__(    self			:		Union[str, Any]					)							->						List[str]:
     return f"""{self.__class__.__name__}({self.name}, {self.value}, {self.weight})"""






  def     lowercase		(    self			:		int					)							->						Optional[int]:
     return self.value






  def     lowercase		(    self			:		Optional[Any]					)							->						Union[str, Any]:
     return self.name






  def     lowercase		(    self			:		List[Any]					)							->						Tuple:
     return self.weight






  def     lowercase		(    self			:		int					)							->						Dict:
     return self.value / self.weight





def   a_   (			lowerCAmelCase_				:      Dict,     lowerCAmelCase_				:      int,     lowerCAmelCase_				:      Optional[int]     ):
   __lowerCAmelCase							     =     []
   for i in range(len(lowerCAmelCase_     )     ):
      menu.append(Things(name[i],     value[i],     weight[i]     )     )
   return menu

def   a_   (			lowerCAmelCase_				:      Optional[int],     lowerCAmelCase_				:      List[Any],     lowerCAmelCase_				:      Optional[Any]     ):
   __lowerCAmelCase							     =     sorted(lowerCAmelCase_,     key=lowerCAmelCase_,     reverse=lowerCAmelCase_     )
   __lowerCAmelCase							     =     []
   __lowerCAmelCase     ,     __lowerCAmelCase							     =     0.0, 0.0
   for i in range(len(lowerCAmelCase_     )     ):
      if (total_cost + items_copy[i].get_weight()) <= max_cost:
         result.append(items_copy[i]     )
         total_cost += items_copy[i].get_weight()
         total_value += items_copy[i].get_value()
   return (result, total_value)

def   a_   (			):
   pass


if __name__ == "__main__":
     import doctest

     doctest.testmod()

