





'''simple docstring'''


from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ...utils.backbone_utils import BackboneConfigMixin, get_aligned_output_features_output_indices


lowerCAmelCase :					List[str] 							=logging.get_logger(__name__)
class 				a_       (    _lowerCAmelCase     ,						_lowerCAmelCase							):
     __A								=      "maskformer-swin"

     __A								=      {
         "num_attention_heads": "num_heads",
         "num_hidden_layers": "num_layers",
     }





     def __init__(			self		: Dict     ,				lowercase		: Union[str, Any]=224     ,				lowercase		: str=4     ,				lowercase		: List[str]=3     ,				lowercase		: List[str]=96     ,				lowercase		: str=[2, 2, 6, 2]     ,				lowercase		: Optional[int]=[3, 6, 12, 24]     ,				lowercase		: Tuple=7     ,				lowercase		: List[str]=4.0     ,				lowercase		: List[str]=True     ,				lowercase		: Optional[int]=0.0     ,				lowercase		: Union[str, Any]=0.0     ,				lowercase		: Union[str, Any]=0.1     ,				lowercase		: List[str]="gelu"     ,				lowercase		: Optional[Any]=False     ,				lowercase		: Dict=0.02     ,				lowercase		: List[Any]=1e-5     ,				lowercase		: Optional[Any]=None     ,				lowercase		: Optional[Any]=None     ,				**lowercase		: Any     ,				):





        """simple docstring"""




        super().__init__(**lowercase						)

        lowercase_      :List[Any]         =			image_size
        lowercase_      :Optional[int]         =			patch_size
        lowercase_      :Union[str, Any]         =			num_channels
        lowercase_      :List[Any]         =			embed_dim
        lowercase_      :Dict         =			depths
        lowercase_      :Union[str, Any]         =			len(lowercase						)
        lowercase_      :str         =			num_heads
        lowercase_      :Dict         =			window_size
        lowercase_      :Union[str, Any]         =			mlp_ratio
        lowercase_      :Optional[int]         =			qkv_bias
        lowercase_      :str         =			hidden_dropout_prob
        lowercase_      :int         =			attention_probs_dropout_prob
        lowercase_      :str         =			drop_path_rate
        lowercase_      :Dict         =			hidden_act
        lowercase_      :Any         =			use_absolute_embeddings
        lowercase_      :Dict         =			layer_norm_eps
        lowercase_      :Any         =			initializer_range
        # we set the hidden_size attribute in order to make Swin work with VisionEncoderDecoderModel
        # this indicates the channel dimension after the last stage of the model
        lowercase_      :int         =			int(embed_dim * 2 ** (len(lowercase						) - 1)						)
        lowercase_      :str         =			["stem"] + [F'stage{idx}' for idx in range(1     ,				len(lowercase						) + 1						)]
        lowercase_      ,							lowercase_      :List[str]         =			get_aligned_output_features_output_indices(
            out_features=lowercase     ,				out_indices=lowercase     ,				stage_names=self.stage_names						)









'''simple docstring'''


def 							UpperCAmelCase_  (						__lowerCamelCase : int | float | str			):
   try:
      lowercase_      :Optional[int]         =			float(__lowerCamelCase			)
   except ValueError:
      raise ValueError("Please enter a valid number"			)
   lowercase_      :Dict         =			decimal - int(__lowerCamelCase			)
   if fractional_part == 0:
      return int(__lowerCamelCase			), 1
   else:
      lowercase_      :Tuple         =			len(str(__lowerCamelCase			).split("."			)[1]			)
      lowercase_      :Optional[Any]         =			int(decimal * (10**number_of_frac_digits)			)
      lowercase_      :Dict         =			10**number_of_frac_digits
      lowercase_      ,							lowercase_      :Optional[int]         =			denominator, numerator
      while True:
         lowercase_      :Any         =			dividend % divisor
         if remainder == 0:
            break
         lowercase_      ,							lowercase_      :Optional[int]         =			divisor, remainder
      lowercase_      ,							lowercase_      :Optional[int]         =			numerator / divisor, denominator / divisor
      return int(__lowerCamelCase			), int(__lowerCamelCase			)


if __name__ == "__main__":
 print(F'''{decimal_to_fraction(2) = }''')
 print(F'''{decimal_to_fraction(89.0) = }''')
 print(F'''{decimal_to_fraction('67') = }''')
 print(F'''{decimal_to_fraction('45.0') = }''')
 print(F'''{decimal_to_fraction(1.5) = }''')
 print(F'''{decimal_to_fraction('6.25') = }''')
 print(F'''{decimal_to_fraction('78td') = }''')


