
"""simple docstring"""




from collections import OrderedDict
from typing import Mapping

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


UpperCAmelCase__      :    Optional[int]    							= logging.get_logger(__name__)

UpperCAmelCase__      :    List[Any]    							= {
    'kssteven/ibert-roberta-base': 'https://huggingface.co/kssteven/ibert-roberta-base/resolve/main/config.json',
    'kssteven/ibert-roberta-large': 'https://huggingface.co/kssteven/ibert-roberta-large/resolve/main/config.json',
    'kssteven/ibert-roberta-large-mnli': (
        'https://huggingface.co/kssteven/ibert-roberta-large-mnli/resolve/main/config.json'
    ),
}



class 	lowerCAmelCase_						(a__  ):


				"""simple docstring"""



				__UpperCamelCase      :						Optional[int]					       =   '''ibert'''



				def __init__(self   ,       SCREAMING_SNAKE_CASE__=3_05_22   ,       SCREAMING_SNAKE_CASE__=7_68   ,       SCREAMING_SNAKE_CASE__=12   ,       SCREAMING_SNAKE_CASE__=12   ,       SCREAMING_SNAKE_CASE__=30_72   ,       SCREAMING_SNAKE_CASE__="gelu"   ,       SCREAMING_SNAKE_CASE__=0.1   ,       SCREAMING_SNAKE_CASE__=0.1   ,       SCREAMING_SNAKE_CASE__=5_12   ,       SCREAMING_SNAKE_CASE__=2   ,       SCREAMING_SNAKE_CASE__=0.02   ,       SCREAMING_SNAKE_CASE__=1E-12   ,       SCREAMING_SNAKE_CASE__=1   ,       SCREAMING_SNAKE_CASE__=0   ,       SCREAMING_SNAKE_CASE__=2   ,       SCREAMING_SNAKE_CASE__="absolute"   ,       SCREAMING_SNAKE_CASE__=False   ,       SCREAMING_SNAKE_CASE__="none"   ,       **SCREAMING_SNAKE_CASE__   ,       )					->		int:



											"""simple docstring"""




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

											SCREAMING_SNAKE_CASE__						:       Union[str, Any]           =   vocab_size
											SCREAMING_SNAKE_CASE__						:       List[str]           =   hidden_size
											SCREAMING_SNAKE_CASE__						:       List[Any]           =   num_hidden_layers
											SCREAMING_SNAKE_CASE__						:       Tuple           =   num_attention_heads
											SCREAMING_SNAKE_CASE__						:       Optional[int]           =   hidden_act
											SCREAMING_SNAKE_CASE__						:       Dict           =   intermediate_size
											SCREAMING_SNAKE_CASE__						:       Dict           =   hidden_dropout_prob
											SCREAMING_SNAKE_CASE__						:       int           =   attention_probs_dropout_prob
											SCREAMING_SNAKE_CASE__						:       int           =   max_position_embeddings
											SCREAMING_SNAKE_CASE__						:       int           =   type_vocab_size
											SCREAMING_SNAKE_CASE__						:       List[str]           =   initializer_range
											SCREAMING_SNAKE_CASE__						:       Union[str, Any]           =   layer_norm_eps
											SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   position_embedding_type
											SCREAMING_SNAKE_CASE__						:       Optional[int]           =   quant_mode
											SCREAMING_SNAKE_CASE__						:       Dict           =   force_dequant






class 	lowerCAmelCase_						(a__  ):


				"""simple docstring"""



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



											"""simple docstring"""




											if self.task == "multiple-choice":
																		SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   {0: """batch""", 1: """choice""", 2: """sequence"""}
											else:
																		SCREAMING_SNAKE_CASE__						:       Dict           =   {0: """batch""", 1: """sequence"""}
											return OrderedDict(
											    [
											        ("""input_ids""", dynamic_axis),
											        ("""attention_mask""", dynamic_axis),
											    ]    )






"""simple docstring"""




def lowercase_  (   _snake_case						):
							if a < 0:
														raise ValueError("""Input value must be a positive integer"""						)
							elif isinstance(_snake_case   ,_snake_case						):
														raise TypeError("""Input value must be a 'int' type"""						)
							return bin(_snake_case						).count("""1"""						)


if __name__ == "__main__":
					import doctest

					doctest.testmod()




