






'''simple docstring'''

from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig


SCREAMING_SNAKE_CASE__     =       {
    'albert-base-v1': 'https://huggingface.co/albert-base-v1/resolve/main/config.json',
    'albert-large-v1': 'https://huggingface.co/albert-large-v1/resolve/main/config.json',
    'albert-xlarge-v1': 'https://huggingface.co/albert-xlarge-v1/resolve/main/config.json',
    'albert-xxlarge-v1': 'https://huggingface.co/albert-xxlarge-v1/resolve/main/config.json',
    'albert-base-v2': 'https://huggingface.co/albert-base-v2/resolve/main/config.json',
    'albert-large-v2': 'https://huggingface.co/albert-large-v2/resolve/main/config.json',
    'albert-xlarge-v2': 'https://huggingface.co/albert-xlarge-v2/resolve/main/config.json',
    'albert-xxlarge-v2': 'https://huggingface.co/albert-xxlarge-v2/resolve/main/config.json',
}






class     a_						(      _UpperCamelCase    ):
  lowercase							=				'albert'

  def __init__(				self      ,		_SCREAMING_SNAKE_CASE=30000      ,		_SCREAMING_SNAKE_CASE=128      ,		_SCREAMING_SNAKE_CASE=4096      ,		_SCREAMING_SNAKE_CASE=12      ,		_SCREAMING_SNAKE_CASE=1      ,		_SCREAMING_SNAKE_CASE=64      ,		_SCREAMING_SNAKE_CASE=16384      ,		_SCREAMING_SNAKE_CASE=1      ,		_SCREAMING_SNAKE_CASE="gelu_new"      ,		_SCREAMING_SNAKE_CASE=0      ,		_SCREAMING_SNAKE_CASE=0      ,		_SCREAMING_SNAKE_CASE=512      ,		_SCREAMING_SNAKE_CASE=2      ,		_SCREAMING_SNAKE_CASE=0.0_2      ,		_SCREAMING_SNAKE_CASE=1e-12      ,		_SCREAMING_SNAKE_CASE=0.1      ,		_SCREAMING_SNAKE_CASE="absolute"      ,		_SCREAMING_SNAKE_CASE=0      ,		_SCREAMING_SNAKE_CASE=2      ,		_SCREAMING_SNAKE_CASE=3      ,		**_SCREAMING_SNAKE_CASE      ,		)  ->				List[str]:



        """simple docstring"""






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

        UpperCamelCase      = vocab_size
        UpperCamelCase      = embedding_size
        UpperCamelCase      = hidden_size
        UpperCamelCase      = num_hidden_layers
        UpperCamelCase      = num_hidden_groups
        UpperCamelCase      = num_attention_heads
        UpperCamelCase      = inner_group_num
        UpperCamelCase      = hidden_act
        UpperCamelCase      = intermediate_size
        UpperCamelCase      = hidden_dropout_prob
        UpperCamelCase      = attention_probs_dropout_prob
        UpperCamelCase      = max_position_embeddings
        UpperCamelCase      = type_vocab_size
        UpperCamelCase      = initializer_range
        UpperCamelCase      = layer_norm_eps
        UpperCamelCase      = classifier_dropout_prob
        UpperCamelCase      = position_embedding_type






class     a_						(      _UpperCamelCase    ):

  @property
  def   A__						(				self				)  ->				str:



        """simple docstring"""






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








'''simple docstring'''

from timeit import timeit







def    lowercase__			(				__UpperCamelCase   )->			int:
      if number < 0:
            raise ValueError("""the value of input must not be negative"""   )
      UpperCamelCase      = 0
      while number:
            number &= number - 1
            result += 1
      return result







def    lowercase__			(				__UpperCamelCase   )->			int:
      if number < 0:
            raise ValueError("""the value of input must not be negative"""   )
      UpperCamelCase      = 0
      while number:
            if number % 2 == 1:
                  result += 1
            number >>= 1
      return result







def    lowercase__			(				)->			None:

      def do_benchmark(__UpperCamelCase   ) -> None:
            UpperCamelCase      = """import __main__ as z"""
            print(F"Benchmark when {number = }:"   )
            print(F"{get_set_bits_count_using_modulo_operator(__UpperCamelCase   ) = }"   )
            UpperCamelCase      = timeit("""z.get_set_bits_count_using_modulo_operator(25)"""		,						setup=__UpperCamelCase   )
            print(F"timeit() runs in {timing} seconds"   )
            print(F"{get_set_bits_count_using_brian_kernighans_algorithm(__UpperCamelCase   ) = }"   )
            UpperCamelCase      = timeit(
                """z.get_set_bits_count_using_brian_kernighans_algorithm(25)"""		,						setup=__UpperCamelCase		,						)
            print(F"timeit() runs in {timing} seconds"   )

      for number in (25, 37, 58, 0):
            do_benchmark(__UpperCamelCase   )
            print()


if __name__ == "__main__":
     import doctest

     doctest.testmod()
     benchmark()
