




'''simple docstring'''

from __future__ import annotations

from collections.abc import MutableSequence






class 						a				:


				def __init__(		self    :					Union[str, Any]       ,				lowercase_    :					int       ,				lowercase_    :					MutableSequence[float]					):
									if len(lowercase_					) != degree + 1:
														raise ValueError(
														    '''The number of coefficients should be equal to the degree + 1.'''					)

									snake_case_									=				list(lowercase_					)
									snake_case_									=				degree


				def __add__(		self    :					int       ,				lowercase_    :					Polynomial					):

									if self.degree > polynomial_a.degree:
														snake_case_									=				self.coefficients[:]
														for i in range(polynomial_a.degree + 1					):
																			coefficients[i] += polynomial_a.coefficients[i]
														return Polynomial(self.degree       ,				lowercase_					)
									else:
														snake_case_									=				polynomial_a.coefficients[:]
														for i in range(self.degree + 1					):
																			coefficients[i] += self.coefficients[i]
														return Polynomial(polynomial_a.degree       ,				lowercase_					)


				def __sub__(		self    :					str       ,				lowercase_    :					Polynomial					):
									return self + polynomial_a * Polynomial(0       ,				[-1]					)


				def __neg__(		self    :					Dict					):
									return Polynomial(self.degree       ,				[-c for c in self.coefficients]					)


				def __mul__(		self    :					Optional[Any]       ,				lowercase_    :					Polynomial					):
									snake_case_									=				[0] * (self.degree + polynomial_a.degree + 1)
									for i in range(self.degree + 1					):
														for j in range(polynomial_a.degree + 1					):
																			coefficients[i + j] += (
																			    self.coefficients[i] * polynomial_a.coefficients[j]
																			)

									return Polynomial(self.degree + polynomial_a.degree       ,				lowercase_					)


				def   A_ (		self    :					List[str]       ,				lowercase_    :					int | float					):
									snake_case_									=				0
									for i in range(self.degree + 1					):
														result += self.coefficients[i] * (substitution**i)
									return result


				def __str__(		self    :					Optional[int]					):
									snake_case_									=				''''''
									for i in range(self.degree       ,				-1       ,				-1					):
														if self.coefficients[i] == 0:
																			continue
														elif self.coefficients[i] > 0:
																			if polynomial:
																								polynomial += " + "
														else:
																			polynomial += " - "

														if i == 0:
																			polynomial += str(abs(self.coefficients[i]					)					)
														elif i == 1:
																			polynomial += str(abs(self.coefficients[i]					)					) + "x"
														else:
																			polynomial += str(abs(self.coefficients[i]					)					) + "x^" + str(lowercase_					)

									return polynomial


				def __repr__(		self    :					Tuple					):
									return self.__str__()


				def   A_ (		self    :					int					):
									snake_case_									=				[0] * self.degree
									for i in range(self.degree					):
														snake_case_									=				self.coefficients[i + 1] * (i + 1)
									return Polynomial(self.degree - 1       ,				lowercase_					)


				def   A_ (		self    :					List[str]       ,				lowercase_    :					int | float = 0					):
									snake_case_									=				[0] * (self.degree + 2)
									snake_case_									=				constant
									for i in range(self.degree + 1					):
														snake_case_									=				self.coefficients[i] / (i + 1)
									return Polynomial(self.degree + 1       ,				lowercase_					)


				def __eq__(		self    :					Union[str, Any]       ,				lowercase_    :					object					):
									if not isinstance(lowercase_       ,				lowercase_					):
														return False

									if self.degree != polynomial_a.degree:
														return False

									for i in range(self.degree + 1					):
														if self.coefficients[i] != polynomial_a.coefficients[i]:
																			return False

									return True


				def __ne__(		self    :					Optional[Any]       ,				lowercase_    :					object					):
									return not self.__eq__(lowercase_					)








'''simple docstring'''

from collections import OrderedDict
from typing import Mapping

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


lowercase_					= logging.get_logger(__name__)

lowercase_					= {
    """facebook/data2vec-text-base""": """https://huggingface.co/data2vec/resolve/main/config.json""",
}


class 					a_     (				snake_case_       ):

    '''simple docstring'''
    UpperCamelCase     = '''data2vec-text'''


    def __init__(		self ,		A=3_0522 ,		A=768 ,		A=12 ,		A=12 ,		A=3072 ,		A="gelu" ,		A=0.1 ,		A=0.1 ,		A=512 ,		A=2 ,		A=0.02 ,		A=1e-12 ,		A=1 ,		A=0 ,		A=2 ,		A="absolute" ,		A=True ,		A=None ,		**A ,		)		->   int:
        super().__init__(pad_token_id=A ,		bos_token_id=A ,		eos_token_id=A ,		**A       )

        _SCREAMING_SNAKE_CASE									=			vocab_size
        _SCREAMING_SNAKE_CASE									=			hidden_size
        _SCREAMING_SNAKE_CASE									=			num_hidden_layers
        _SCREAMING_SNAKE_CASE									=			num_attention_heads
        _SCREAMING_SNAKE_CASE									=			hidden_act
        _SCREAMING_SNAKE_CASE									=			intermediate_size
        _SCREAMING_SNAKE_CASE									=			hidden_dropout_prob
        _SCREAMING_SNAKE_CASE									=			attention_probs_dropout_prob
        _SCREAMING_SNAKE_CASE									=			max_position_embeddings
        _SCREAMING_SNAKE_CASE									=			type_vocab_size
        _SCREAMING_SNAKE_CASE									=			initializer_range
        _SCREAMING_SNAKE_CASE									=			layer_norm_eps
        _SCREAMING_SNAKE_CASE									=			position_embedding_type
        _SCREAMING_SNAKE_CASE									=			use_cache
        _SCREAMING_SNAKE_CASE									=			classifier_dropout




class 					a_     (				snake_case_       ):

    '''simple docstring'''


    @property
    def 			snake_case_(		self       )		->   Mapping[str, Mapping[int, str]]:
        if self.task == "multiple-choice":
            _SCREAMING_SNAKE_CASE									=			{0: """batch""", 1: """choice""", 2: """sequence"""}
        else:
            _SCREAMING_SNAKE_CASE									=			{0: """batch""", 1: """sequence"""}
        return OrderedDict(
            [
                ("""input_ids""", dynamic_axis),
                ("""attention_mask""", dynamic_axis),
            ]       )



