


'''simple docstring'''



from __future__ import annotations

from fractions import Fraction
from math import gcd, sqrt






def     lowerCamelCase				(_SCREAMING_SNAKE_CASE :  Optional[Any]  ):
					__a     :			int          =    int(number**0.5  )
					return number == sq * sq






def     lowerCamelCase				(_SCREAMING_SNAKE_CASE :  int		, _SCREAMING_SNAKE_CASE :  List[str]		, _SCREAMING_SNAKE_CASE :  int		, _SCREAMING_SNAKE_CASE :  List[Any]		, _SCREAMING_SNAKE_CASE :  Optional[int]		, _SCREAMING_SNAKE_CASE :  int  ):
					__a     :			int          =    x_num * y_den * z_den + y_num * x_den * z_den + z_num * x_den * y_den
					__a     :			int          =    x_den * y_den * z_den
					__a     :			int          =    gcd(UpperCamelCase__		, UpperCamelCase__  )
					top //= hcf
					bottom //= hcf
					return top, bottom






def     lowerCamelCase				(_SCREAMING_SNAKE_CASE :  str = 35  ):
					__a     :			set          =    set()
					__a     :			int
					__a     :			Fraction          =    Fraction(0  )
					__a     :			tuple[int, int]

					for x_num in range(1		, order + 1  ):
										for x_den in range(x_num + 1		, order + 1  ):
															for y_num in range(1		, order + 1  ):
																				for y_den in range(y_num + 1		, order + 1  ):
																									# n=1
																									__a     :			List[str]          =    x_num * y_den + x_den * y_num
																									__a     :			int          =    x_den * y_den
																									__a     :			int          =    gcd(UpperCamelCase__		, UpperCamelCase__  )
																									z_num //= hcf
																									z_den //= hcf
																									if 0 < z_num < z_den <= order:
																														__a     :			int          =    add_three(
																														    UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__  )
																														unique_s.add(UpperCamelCase__  )

																									# n=2
																									__a     :			List[str]          =    (
																									    x_num * x_num * y_den * y_den + x_den * x_den * y_num * y_num
																									)
																									__a     :			Any          =    x_den * x_den * y_den * y_den
																									if is_sq(UpperCamelCase__  ) and is_sq(UpperCamelCase__  ):
																														__a     :			List[str]          =    int(sqrt(UpperCamelCase__  )  )
																														__a     :			Any          =    int(sqrt(UpperCamelCase__  )  )
																														__a     :			str          =    gcd(UpperCamelCase__		, UpperCamelCase__  )
																														z_num //= hcf
																														z_den //= hcf
																														if 0 < z_num < z_den <= order:
																																			__a     :			int          =    add_three(
																																			    UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__  )
																																			unique_s.add(UpperCamelCase__  )

                    # n=-1
																									__a     :			Tuple          =    x_num * y_num
																									__a     :			List[str]          =    x_den * y_num + x_num * y_den
																									__a     :			Union[str, Any]          =    gcd(UpperCamelCase__		, UpperCamelCase__  )
																									z_num //= hcf
																									z_den //= hcf
																									if 0 < z_num < z_den <= order:
																														__a     :			List[Any]          =    add_three(
																														    UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__  )
																														unique_s.add(UpperCamelCase__  )

																									# n=2
																									__a     :			Optional[int]          =    x_num * x_num * y_num * y_num
																									__a     :			int          =    (
																									    x_den * x_den * y_num * y_num + x_num * x_num * y_den * y_den
																									)
																									if is_sq(UpperCamelCase__  ) and is_sq(UpperCamelCase__  ):
																														__a     :			Tuple          =    int(sqrt(UpperCamelCase__  )  )
																														__a     :			Any          =    int(sqrt(UpperCamelCase__  )  )
																														__a     :			Any          =    gcd(UpperCamelCase__		, UpperCamelCase__  )
																														z_num //= hcf
																														z_den //= hcf
																														if 0 < z_num < z_den <= order:
																																			__a     :			Dict          =    add_three(
																																			    UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__		, UpperCamelCase__  )
																																			unique_s.add(UpperCamelCase__  )

					for num, den in unique_s:
										total += Fraction(UpperCamelCase__		, UpperCamelCase__  )

					return total.denominator + total.numerator


if __name__ == "__main__":
	print(f'''{solution() = }''')





from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


lowerCamelCase  =logging.get_logger(__name__)

lowerCamelCase  ={
    "distilbert-base-uncased": "https://huggingface.co/distilbert-base-uncased/resolve/main/config.json",
    "distilbert-base-uncased-distilled-squad": (
        "https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/config.json"
    ),
    "distilbert-base-cased": "https://huggingface.co/distilbert-base-cased/resolve/main/config.json",
    "distilbert-base-cased-distilled-squad": (
        "https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/config.json"
    ),
    "distilbert-base-german-cased": "https://huggingface.co/distilbert-base-german-cased/resolve/main/config.json",
    "distilbert-base-multilingual-cased": (
        "https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/config.json"
    ),
    "distilbert-base-uncased-finetuned-sst-2-english": (
        "https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english/resolve/main/config.json"
    ),
}




class 					_lowerCamelCase			(   UpperCamelCase_			):





     """simple docstring"""







     SCREAMING_SNAKE_CASE_		 =	'''distilbert'''
     SCREAMING_SNAKE_CASE_		 =	{
         '''hidden_size''': '''dim''',
         '''num_attention_heads''': '''n_heads''',
         '''num_hidden_layers''': '''n_layers''',
     }






     def __init__(				self    ,    __SCREAMING_SNAKE_CASE=3_0_5_2_2    ,    __SCREAMING_SNAKE_CASE=5_1_2    ,    __SCREAMING_SNAKE_CASE=False    ,    __SCREAMING_SNAKE_CASE=6    ,    __SCREAMING_SNAKE_CASE=1_2    ,    __SCREAMING_SNAKE_CASE=7_6_8    ,    __SCREAMING_SNAKE_CASE=4 * 7_6_8    ,    __SCREAMING_SNAKE_CASE=0.1    ,    __SCREAMING_SNAKE_CASE=0.1    ,    __SCREAMING_SNAKE_CASE="gelu"    ,    __SCREAMING_SNAKE_CASE=0.02    ,    __SCREAMING_SNAKE_CASE=0.1    ,    __SCREAMING_SNAKE_CASE=0.2    ,    __SCREAMING_SNAKE_CASE=0    ,    **__SCREAMING_SNAKE_CASE    ,    )	-> Optional[Any]:




           """simple docstring"""







           UpperCamelCase__     : List[Any]											=					vocab_size
           UpperCamelCase__     : Dict											=					max_position_embeddings
           UpperCamelCase__     : Any											=					sinusoidal_pos_embds
           UpperCamelCase__     : Dict											=					n_layers
           UpperCamelCase__     : List[Any]											=					n_heads
           UpperCamelCase__     : Dict											=					dim
           UpperCamelCase__     : Dict											=					hidden_dim
           UpperCamelCase__     : Optional[int]											=					dropout
           UpperCamelCase__     : Optional[Any]											=					attention_dropout
           UpperCamelCase__     : Tuple											=					activation
           UpperCamelCase__     : Optional[int]											=					initializer_range
           UpperCamelCase__     : Optional[int]											=					qa_dropout
           UpperCamelCase__     : str											=					seq_classif_dropout
           super().__init__(**__SCREAMING_SNAKE_CASE    ,    pad_token_id=__SCREAMING_SNAKE_CASE	)




class 					_lowerCamelCase			(   UpperCamelCase_			):





     """simple docstring"""







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




           """simple docstring"""







           if self.task == "multiple-choice":
                 UpperCamelCase__     : Union[str, Any]											=					{0: '''batch''', 1: '''choice''', 2: '''sequence'''}
           else:
                 UpperCamelCase__     : int											=					{0: '''batch''', 1: '''sequence'''}
           return OrderedDict(
               [
                   ('''input_ids''', dynamic_axis),
                   ('''attention_mask''', dynamic_axis),
               ]	)


