

"""simple docstring"""
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


A									=						logging.get_logger(__name__)

A									=						{
    """apple/mobilevitv2-1.0""": """https://huggingface.co/apple/mobilevitv2-1.0/resolve/main/config.json""",
}

class        _UpperCamelCase	(						lowerCamelCase__	):


  """simple docstring"""





  snake_case_        =    'mobilevitv2'



  def __init__( self					: List[Any]       ,       snake_case					: List[str]=3       ,       snake_case					: Dict=256       ,       snake_case					: Optional[int]=2       ,       snake_case					: Optional[int]=2.0       ,       snake_case					: List[Any]="swish"       ,       snake_case					: List[str]=3       ,       snake_case					: int=32       ,       snake_case					: str=0.1       ,       snake_case					: int=0.02       ,       snake_case					: List[str]=1e-5       ,       snake_case					: int=512       ,       snake_case					: int=[6, 12, 18]       ,       snake_case					: Optional[Any]=0.1       ,       snake_case					: Optional[Any]=255       ,       snake_case					: str=[2, 4, 3]       ,       snake_case					: int=[128, 192, 256]       ,       snake_case					: int=1.0       ,       snake_case					: Any=2       ,       snake_case					: Optional[Any]=0.0       ,       snake_case					: Any=0.0       ,       **snake_case					: Union[str, Any]       ,       )	->			Union[str, Any]:


         '''simple docstring'''





         super().__init__(**snake_case      )

         __magic_name__			:		Optional[int]        =     num_channels
         __magic_name__			:		Tuple        =     image_size
         __magic_name__			:		Optional[int]        =     patch_size
         __magic_name__			:		Union[str, Any]        =     expand_ratio
         __magic_name__			:		List[str]        =     hidden_act
         __magic_name__			:		Optional[int]        =     conv_kernel_size
         __magic_name__			:		str        =     output_stride
         __magic_name__			:		List[str]        =     initializer_range
         __magic_name__			:		Tuple        =     layer_norm_eps
         __magic_name__			:		List[Any]        =     n_attn_blocks
         __magic_name__			:		Tuple        =     base_attn_unit_dims
         __magic_name__			:		Optional[int]        =     width_multiplier
         __magic_name__			:		str        =     ffn_multiplier
         __magic_name__			:		int        =     ffn_dropout
         __magic_name__			:		Optional[int]        =     attn_dropout
         __magic_name__			:		Any        =     classifier_dropout_prob

         # decode head attributes for semantic segmentation
         __magic_name__			:		Dict        =     aspp_out_channels
         __magic_name__			:		Optional[int]        =     atrous_rates
         __magic_name__			:		Any        =     aspp_dropout_prob
         __magic_name__			:		Tuple        =     semantic_loss_ignore_index

class        _UpperCamelCase	(						lowerCamelCase__	):


  """simple docstring"""





  snake_case_        =    version.parse('1.11'	)



  @property
  def 							_UpperCAmelCase      ( self					: str      )	->			Mapping[str, Mapping[int, str]]:


         '''simple docstring'''





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



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


         '''simple docstring'''





         if self.task == "image-classification":
                return OrderedDict([('''logits''', {0: '''batch'''})]      )
         else:
                return OrderedDict([('''last_hidden_state''', {0: '''batch'''}), ('''pooler_output''', {0: '''batch'''})]      )




  @property
  def 							_UpperCAmelCase      ( self					: Optional[int]      )	->			float:


         '''simple docstring'''





         return 1e-4



"""simple docstring"""
import math







def       UpperCamelCase_					(     lowerCamelCase							:					int   )						->     list:



       """simple docstring"""







       if n <= 0:
              raise ValueError('''Only positive integers have prime factors'''   )
       __magic_name__			:		Union[str, Any]        =     []
       while n % 2 == 0:
              pf.append(2   )
              __magic_name__			:		Union[str, Any]        =     int(n / 2   )
       for i in range(3     , int(math.sqrt(lowerCamelCase   )   ) + 1     , 2   ):
              while n % i == 0:
                     pf.append(lowerCamelCase   )
                     __magic_name__			:		Any        =     int(n / i   )
       if n > 2:
              pf.append(lowerCamelCase   )
       return pf







def       UpperCamelCase_					(     lowerCamelCase							:					int   )						->     int:



       """simple docstring"""







       if n <= 0:
              raise ValueError('''Only positive numbers are accepted'''   )
       __magic_name__			:		List[Any]        =     1
       __magic_name__			:		Dict        =     1
       while n % 2 == 0:
              temp += 1
              __magic_name__			:		Dict        =     int(n / 2   )
       div *= temp
       for i in range(3     , int(math.sqrt(lowerCamelCase   )   ) + 1     , 2   ):
              __magic_name__			:		Dict        =     1
              while n % i == 0:
                     temp += 1
                     __magic_name__			:		Union[str, Any]        =     int(n / i   )
              div *= temp
       if n > 1:
              div *= 2
       return div







def       UpperCamelCase_					(     lowerCamelCase							:					int   )						->     int:



       """simple docstring"""







       if n <= 0:
              raise ValueError('''Only positive numbers are accepted'''   )
       __magic_name__			:		int        =     1
       __magic_name__			:		Dict        =     1
       while n % 2 == 0:
              temp += 1
              __magic_name__			:		List[Any]        =     int(n / 2   )
       if temp > 1:
              s *= (2**temp - 1) / (2 - 1)
       for i in range(3     , int(math.sqrt(lowerCamelCase   )   ) + 1     , 2   ):
              __magic_name__			:		Any        =     1
              while n % i == 0:
                     temp += 1
                     __magic_name__			:		Any        =     int(n / i   )
              if temp > 1:
                     s *= (i**temp - 1) / (i - 1)
       return int(lowerCamelCase   )







def       UpperCamelCase_					(     lowerCamelCase							:					int   )						->     int:



       """simple docstring"""







       __magic_name__			:		str        =     n
       for x in set(prime_factors(lowerCamelCase   )   ):
              s *= (x - 1) / x
       return int(lowerCamelCase   )


if __name__ == "__main__":
 import doctest

 doctest.testmod()
