





'''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


lowerCAmelCase					:     Any												=logging.get_logger(__name__)

lowerCAmelCase					:     List[Any]												={
    '''sail/poolformer_s12''': '''https://huggingface.co/sail/poolformer_s12/resolve/main/config.json''',
    # See all PoolFormer models at https://huggingface.co/models?filter=poolformer
}
class       a_   (				_lowerCAmelCase							):
     __A      =			"poolformer"





     def __init__( self		:					Dict	,      lowercase		:					Dict=3	,      lowercase		:					int=16	,      lowercase		:					Tuple=16	,      lowercase		:					List[Any]=3	,      lowercase		:					List[str]=4.0	,      lowercase		:					Dict=[2, 2, 6, 2]	,      lowercase		:					Union[str, Any]=[64, 128, 320, 512]	,      lowercase		:					Optional[Any]=[7, 3, 3, 3]	,      lowercase		:					Optional[int]=[4, 2, 2, 2]	,      lowercase		:					Optional[Any]=[2, 1, 1, 1]	,      lowercase		:					Dict=4	,      lowercase		:					Dict=0.0	,      lowercase		:					List[Any]="gelu"	,      lowercase		:					Optional[Any]=True	,      lowercase		:					List[str]=1e-5	,      lowercase		:					List[Any]=0.02	,      **lowercase		:					Optional[int]	,      ):





        """simple docstring"""




        lowercase_			:List[str]    			= num_channels
        lowercase_			:List[str]    			= patch_size
        lowercase_			:List[str]    			= stride
        lowercase_			:Any    			= padding
        lowercase_			:Any    			= pool_size
        lowercase_			:List[Any]    			= hidden_sizes
        lowercase_			:Optional[Any]    			= mlp_ratio
        lowercase_			:Tuple    			= depths
        lowercase_			:List[Any]    			= patch_sizes
        lowercase_			:List[str]    			= strides
        lowercase_			:Union[str, Any]    			= num_encoder_blocks
        lowercase_			:Tuple    			= drop_path_rate
        lowercase_			:List[str]    			= hidden_act
        lowercase_			:List[str]    			= use_layer_scale
        lowercase_			:Union[str, Any]    			= layer_scale_init_value
        lowercase_			:List[Any]    			= initializer_range
        super().__init__(**lowercase						)







class       a_   (				_lowerCAmelCase							):
     __A      =			version.parse("1.11"							)





     @property
     def 							lowercase__      ( self		:					str						):





        """simple docstring"""




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







     @property
     def 							lowercase__      ( self		:					Dict						):





        """simple docstring"""




        return 2e-3









'''simple docstring'''


lowerCAmelCase					:     Optional[int]												=256
# Modulus to hash a string
lowerCAmelCase					:     Tuple												=1_000_003
def 							UpperCAmelCase_  (						__lowerCamelCase					:					str	,__lowerCamelCase					:					str ):
   lowercase_			:Dict    			= len(__lowerCamelCase )
   lowercase_			:int    			= len(__lowerCamelCase )
   if p_len > t_len:
      return False

   lowercase_			:Any    			= 0
   lowercase_			:Dict    			= 0
   lowercase_			:int    			= 1

   # Calculating the hash of pattern and substring of text
   for i in range(__lowerCamelCase ):
      lowercase_			:Union[str, Any]    			= (ord(pattern[i] ) + p_hash * alphabet_size) % modulus
      lowercase_			:Tuple    			= (ord(text[i] ) + text_hash * alphabet_size) % modulus
      if i == p_len - 1:
         continue
      lowercase_			:Tuple    			= (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
      lowercase_			:Tuple    			= (
          (text_hash - ord(text[i] ) * modulus_power) * alphabet_size
          + ord(text[i + p_len] )
      ) % modulus
   return False
def 							UpperCAmelCase_  (						):
   lowercase_			:List[Any]    			= "abc1abc12"
   lowercase_			:List[str]    			= "alskfjaldsabc1abc1abc12k23adsfabcabc"
   lowercase_			:int    			= "alskfjaldsk23adsfabcabc"
   assert rabin_karp(__lowerCamelCase	,__lowerCamelCase ) and not rabin_karp(__lowerCamelCase	,__lowerCamelCase )

   # Test 2)
   lowercase_			:Union[str, Any]    			= "ABABX"
   lowercase_			:Optional[Any]    			= "ABABZABABYABABX"
   assert rabin_karp(__lowerCamelCase	,__lowerCamelCase )

   # Test 3)
   lowercase_			:Dict    			= "AAAB"
   lowercase_			:int    			= "ABAAAAAB"
   assert rabin_karp(__lowerCamelCase	,__lowerCamelCase )

   # Test 4)
   lowercase_			:Tuple    			= "abcdabcy"
   lowercase_			:Union[str, Any]    			= "abcxabcdabxabcdabcdabcy"
   assert rabin_karp(__lowerCamelCase	,__lowerCamelCase )

   # Test 5)
   lowercase_			:Tuple    			= "Lü"
   lowercase_			:List[Any]    			= "Lüsai"
   assert rabin_karp(__lowerCamelCase	,__lowerCamelCase )
   lowercase_			:str    			= "Lue"
   assert not rabin_karp(__lowerCamelCase	,__lowerCamelCase )
   print("Success." )


if __name__ == "__main__":
 test_rabin_karp()


