






import copy

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


__a:     List[str]   					=					logging.get_logger(__name__)
class 		SCREAMING_SNAKE_CASE__	(  UpperCAmelCase     ):

  '''simple docstring'''







  _lowerCamelCase    =  '''upernet'''


  def __init__(      self		:			str       ,				lowerCamelCase		:			List[str]=None       ,				lowerCamelCase		:			Dict=512       ,				lowerCamelCase		:			List[str]=0.02       ,				lowerCamelCase		:			int=[1, 2, 3, 6]       ,				lowerCamelCase		:			Optional[Any]=True       ,				lowerCamelCase		:			Tuple=0.4       ,				lowerCamelCase		:			Union[str, Any]=384       ,				lowerCamelCase		:			Dict=256       ,				lowerCamelCase		:			List[Any]=1       ,				lowerCamelCase		:			Any=False       ,				lowerCamelCase		:			Any=255       ,				**lowerCamelCase		:			Optional[int]       ,				)						->	Tuple:


         """simple docstring"""
         super().__init__(**lowerCamelCase							)

         if backbone_config is None:
                logger.info("""`backbone_config` is `None`. Initializing the config with the default `ResNet` backbone."""							)
                _UpperCAmelCase							=    CONFIG_MAPPING["""resnet"""](out_features=["""stage1""", """stage2""", """stage3""", """stage4"""]							)
         elif isinstance(lowerCamelCase       ,				lowerCamelCase							):
                _UpperCAmelCase							=    backbone_config.get("""model_type"""							)
                _UpperCAmelCase							=    CONFIG_MAPPING[backbone_model_type]
                _UpperCAmelCase							=    config_class.from_dict(lowerCamelCase							)

         _UpperCAmelCase							=    backbone_config
         _UpperCAmelCase							=    hidden_size
         _UpperCAmelCase							=    initializer_range
         _UpperCAmelCase							=    pool_scales
         _UpperCAmelCase							=    use_auxiliary_head
         _UpperCAmelCase							=    auxiliary_loss_weight
         _UpperCAmelCase							=    auxiliary_in_channels
         _UpperCAmelCase							=    auxiliary_channels
         _UpperCAmelCase							=    auxiliary_num_convs
         _UpperCAmelCase							=    auxiliary_concat_input
         _UpperCAmelCase							=    loss_ignore_index





  def  lowerCamelCase       (      self		:			int							)						->	List[Any]:


         """simple docstring"""
         _UpperCAmelCase							=    copy.deepcopy(self.__dict__							)
         _UpperCAmelCase							=    self.backbone_config.to_dict()
         _UpperCAmelCase							=    self.__class__.model_type
         return output



__a	 =      256
# Modulus to hash a string
__a	 =      100_0003
def 	_UpperCamelCase					(    lowerCAmelCase_	,    lowerCAmelCase_ )    ->bool:
   UpperCAmelCase      					=  len(lowerCAmelCase_ )
   UpperCAmelCase      					=  len(lowerCAmelCase_ )
   if p_len > t_len:
      return False

   UpperCAmelCase      					=  0
   UpperCAmelCase      					=  0
   UpperCAmelCase      					=  1

   # Calculating the hash of pattern and substring of text
   for i in range(lowerCAmelCase_ ):
      UpperCAmelCase      					=  (ord(pattern[i] ) + p_hash * alphabet_size) % modulus
      UpperCAmelCase      					=  (ord(text[i] ) + text_hash * alphabet_size) % modulus
      if i == p_len - 1:
         continue
      UpperCAmelCase      					=  (modulus_power * alphabet_size) % modulus

   for i in range(0	,    t_len - p_len + 1 ):
      if text_hash == p_hash and text[i : i + p_len] == pattern:
         return True
      if i == t_len - p_len:
         continue
      # Calculate the https://en.wikipedia.org/wiki/Rolling_hash
      UpperCAmelCase      					=  (
          (text_hash - ord(text[i] ) * modulus_power) * alphabet_size
          + ord(text[i + p_len] )
      ) % modulus
   return False
def 	_UpperCamelCase					(    )    ->None:
   UpperCAmelCase      					=  """abc1abc12"""
   UpperCAmelCase      					=  """alskfjaldsabc1abc1abc12k23adsfabcabc"""
   UpperCAmelCase      					=  """alskfjaldsk23adsfabcabc"""
   assert rabin_karp(lowerCAmelCase_	,    lowerCAmelCase_ ) and not rabin_karp(lowerCAmelCase_	,    lowerCAmelCase_ )

   # Test 2)
   UpperCAmelCase      					=  """ABABX"""
   UpperCAmelCase      					=  """ABABZABABYABABX"""
   assert rabin_karp(lowerCAmelCase_	,    lowerCAmelCase_ )

   # Test 3)
   UpperCAmelCase      					=  """AAAB"""
   UpperCAmelCase      					=  """ABAAAAAB"""
   assert rabin_karp(lowerCAmelCase_	,    lowerCAmelCase_ )

   # Test 4)
   UpperCAmelCase      					=  """abcdabcy"""
   UpperCAmelCase      					=  """abcxabcdabxabcdabcdabcy"""
   assert rabin_karp(lowerCAmelCase_	,    lowerCAmelCase_ )

   # Test 5)
   UpperCAmelCase      					=  """Lü"""
   UpperCAmelCase      					=  """Lüsai"""
   assert rabin_karp(lowerCAmelCase_	,    lowerCAmelCase_ )
   UpperCAmelCase      					=  """Lue"""
   assert not rabin_karp(lowerCAmelCase_	,    lowerCAmelCase_ )
   print("""Success.""" )


if __name__ == "__main__":
 test_rabin_karp()



