
import copy
from typing import Dict

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto.configuration_auto import CONFIG_MAPPING
from ..bit import BitConfig


__lowerCAmelCase      :					Any   	=       logging.get_logger(__name__)

__lowerCAmelCase      :					Any   	=       {
    'google/vit-hybrid-base-bit-384': 'https://huggingface.co/vit-hybrid-base-bit-384/resolve/main/config.json',
    # See all ViT hybrid models at https://huggingface.co/models?filter=vit
}




class 	lowercase_      (			_A					):


  '''simple docstring'''







  a__   	=		"""vit-hybrid"""
  def __init__(			self      :			List[str]      ,							UpperCamelCase__      :			List[Any]=None      ,							UpperCamelCase__      :			Any=768      ,							UpperCamelCase__      :			Any=12      ,							UpperCamelCase__      :			List[str]=12      ,							UpperCamelCase__      :			Union[str, Any]=3072      ,							UpperCamelCase__      :			Any="gelu"      ,							UpperCamelCase__      :			Tuple=0.0      ,							UpperCamelCase__      :			Union[str, Any]=0.0      ,							UpperCamelCase__      :			List[str]=0.02      ,							UpperCamelCase__      :			Any=1E-12      ,							UpperCamelCase__      :			Optional[int]=224      ,							UpperCamelCase__      :			Tuple=1      ,							UpperCamelCase__      :			Union[str, Any]=3      ,							UpperCamelCase__      :			Any=[1, 1024, 24, 24]      ,							UpperCamelCase__      :			str=True      ,							**UpperCamelCase__      :			Tuple      ,							)      ->     List[str]:







    """simple docstring"""






    super().__init__(**UpperCamelCase__   )

    if backbone_config is None:
      logger.info("""`backbone_config` is `None`. Initializing the config with a `BiT` backbone."""   )
      __magic_name__    					=	{
          """global_padding""": """same""",
          """layer_type""": """bottleneck""",
          """depths""": [3, 4, 9],
          """out_features""": ["""stage3"""],
          """embedding_dynamic_padding""": True,
      }

    if isinstance(UpperCamelCase__      ,							UpperCamelCase__   ):
      if "model_type" in backbone_config:
        __magic_name__    					=	CONFIG_MAPPING[backbone_config["""model_type"""]]
      else:
        logger.info(
            """`model_type` is not found in `backbone_config`. Use `Bit` as the backbone configuration class."""   )
        __magic_name__    					=	BitConfig
      __magic_name__    					=	backbone_config_class(**UpperCamelCase__   )

    __magic_name__    					=	backbone_featmap_shape
    __magic_name__    					=	backbone_config
    __magic_name__    					=	hidden_size
    __magic_name__    					=	num_hidden_layers
    __magic_name__    					=	num_attention_heads
    __magic_name__    					=	intermediate_size
    __magic_name__    					=	hidden_act
    __magic_name__    					=	hidden_dropout_prob
    __magic_name__    					=	attention_probs_dropout_prob
    __magic_name__    					=	initializer_range
    __magic_name__    					=	layer_norm_eps
    __magic_name__    					=	image_size
    __magic_name__    					=	patch_size
    __magic_name__    					=	num_channels
    __magic_name__    					=	qkv_bias





  def 							_lowercase							(			self      :			Optional[Any]   )      ->     Dict[str, any]:







    """simple docstring"""






    __magic_name__    					=	copy.deepcopy(self.__dict__   )
    __magic_name__    					=	self.backbone_config.to_dict()
    __magic_name__    					=	self.__class__.model_type
    return output



def a__   (	A_ ):






  '''simple docstring'''





  __magic_name__    					=	str(A_ ).strip()
  if not bin_string:
    raise ValueError("""Empty string was passed to the function""" )
  __magic_name__    					=	bin_string[0] == """-"""
  if is_negative:
    __magic_name__    					=	bin_string[1:]
  if not all(char in """01""" for char in bin_string ):
    raise ValueError("""Non-binary value was passed to the function""" )
  __magic_name__    					=	0
  for char in bin_string:
    __magic_name__    					=	2 * decimal_number + int(A_ )
  return -decimal_number if is_negative else decimal_number


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

    testmod()

