





from collections import OrderedDict
from typing import Mapping

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


SCREAMING_SNAKE_CASE_						   =       logging.get_logger(__name__)

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

class 		UpperCamelCase__ (      __UpperCAmelCase   ):



     '''simple docstring'''

     __snake_case    :	List[Any]			=			"data2vec-text"






     def __init__(							self						:    str						,lowerCamelCase__						:    List[str]=30522						,lowerCamelCase__						:    Any=768						,lowerCamelCase__						:    Tuple=12						,lowerCamelCase__						:    List[str]=12						,lowerCamelCase__						:    Optional[Any]=3072						,lowerCamelCase__						:    Union[str, Any]="gelu"						,lowerCamelCase__						:    Tuple=0.1						,lowerCamelCase__						:    str=0.1						,lowerCamelCase__						:    str=512						,lowerCamelCase__						:    Union[str, Any]=2						,lowerCamelCase__						:    Optional[Any]=0.02						,lowerCamelCase__						:    int=1e-1_2						,lowerCamelCase__						:    Optional[int]=1						,lowerCamelCase__						:    List[Any]=0						,lowerCamelCase__						:    Dict=2						,lowerCamelCase__						:    Optional[Any]="absolute"						,lowerCamelCase__						:    Optional[Any]=True						,lowerCamelCase__						:    Dict=None						,**lowerCamelCase__						:    Optional[int]						,)     ->		Dict:




           '''simple docstring'''


           super().__init__(pad_token_id=UpperCamelCase__						,bos_token_id=UpperCamelCase__						,eos_token_id=UpperCamelCase__						,**UpperCamelCase__       )

           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 		UpperCamelCase__ (      __UpperCAmelCase   ):



     '''simple docstring'''

     @property
     def 				SCREAMING_SNAKE_CASE__  (							self						:    Tuple       )     ->		str:




           '''simple docstring'''


           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),
               ]       )








def __UpperCamelCase			(       _A  ):
						if not numbers:
												return 0

						if not isinstance(_A ,  (list, tuple)  ) or not all(
						    isinstance(_A ,  _A  ) for number in numbers  ):
												raise ValueError('''numbers must be an iterable of integers'''  )

						lowerCAmelCase_      			=  lowerCAmelCase_      			=  lowerCAmelCase_      			=  numbers[0]

						for i in range(1 ,  len(_A  )  ):
												# update the maximum and minimum subarray products
												lowerCAmelCase_      			=  numbers[i]
												if number < 0:
																		lowerCAmelCase_			,					lowerCAmelCase_      			=  min_till_now, max_till_now
												lowerCAmelCase_      			=  max(_A ,  max_till_now * number  )
												lowerCAmelCase_      			=  min(_A ,  min_till_now * number  )

												# update the maximum product found till now
												lowerCAmelCase_      			=  max(_A ,  _A  )

						return max_prod




