






from collections import OrderedDict
from typing import Mapping

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


__snake_case							      =						logging.get_logger(__name__)

__snake_case							      =						{
    """google/rembert""": """https://huggingface.co/google/rembert/resolve/main/config.json""",
    # See all RemBERT models at https://huggingface.co/models?filter=rembert
}







class     UpperCAmelCase_		(      lowercase				):



      """simple docstring"""
      UpperCamelCase_       :      Dict     ='rembert'
      def __init__(       self					,       SCREAMING_SNAKE_CASE_=25_0300					,       SCREAMING_SNAKE_CASE_=1152					,       SCREAMING_SNAKE_CASE_=32					,       SCREAMING_SNAKE_CASE_=18					,       SCREAMING_SNAKE_CASE_=256					,       SCREAMING_SNAKE_CASE_=1664					,       SCREAMING_SNAKE_CASE_=4608					,       SCREAMING_SNAKE_CASE_="gelu"					,       SCREAMING_SNAKE_CASE_=0.0					,       SCREAMING_SNAKE_CASE_=0.0					,       SCREAMING_SNAKE_CASE_=0.1					,       SCREAMING_SNAKE_CASE_=512					,       SCREAMING_SNAKE_CASE_=2					,       SCREAMING_SNAKE_CASE_=0.02					,       SCREAMING_SNAKE_CASE_=1e-12					,       SCREAMING_SNAKE_CASE_=True					,       SCREAMING_SNAKE_CASE_=0					,       SCREAMING_SNAKE_CASE_=312					,       SCREAMING_SNAKE_CASE_=313					,       **SCREAMING_SNAKE_CASE_					,       )       ->   Optional[int]:
          super().__init__(pad_token_id=SCREAMING_SNAKE_CASE_					,       bos_token_id=SCREAMING_SNAKE_CASE_					,       eos_token_id=SCREAMING_SNAKE_CASE_					,       **SCREAMING_SNAKE_CASE_				)

          UpperCamelCase :Optional[Any]										=     vocab_size
          UpperCamelCase :int										=     input_embedding_size
          UpperCamelCase :List[str]										=     output_embedding_size
          UpperCamelCase :Dict										=     max_position_embeddings
          UpperCamelCase :List[str]										=     hidden_size
          UpperCamelCase :List[Any]										=     num_hidden_layers
          UpperCamelCase :Union[str, Any]										=     num_attention_heads
          UpperCamelCase :Optional[Any]										=     intermediate_size
          UpperCamelCase :Any										=     hidden_act
          UpperCamelCase :Optional[int]										=     hidden_dropout_prob
          UpperCamelCase :Any										=     attention_probs_dropout_prob
          UpperCamelCase :int										=     classifier_dropout_prob
          UpperCamelCase :Tuple										=     initializer_range
          UpperCamelCase :Optional[Any]										=     type_vocab_size
          UpperCamelCase :str										=     layer_norm_eps
          UpperCamelCase :List[Any]										=     use_cache
          UpperCamelCase :List[str]										=     False







class     UpperCAmelCase_		(      lowercase				):



      """simple docstring"""
      @property
      def 					UpperCAmelCase		(       self				)       ->   Mapping[str, Mapping[int, str]]:
          if self.task == "multiple-choice":
              UpperCamelCase :Any										=     {0: '''batch''', 1: '''choice''', 2: '''sequence'''}
          else:
              UpperCamelCase :List[str]										=     {0: '''batch''', 1: '''sequence'''}
          return OrderedDict(
              [
                  ('''input_ids''', dynamic_axis),
                  ('''attention_mask''', dynamic_axis),
                  ('''token_type_ids''', dynamic_axis),
              ]				)




      @property
      def 					UpperCAmelCase		(       self				)       ->   float:
          return 1e-4













from __future__ import annotations

from typing import Generic, TypeVar

__snake_case							      =						TypeVar("""T""")







class     UpperCAmelCase_		(      lowercase				):



      """simple docstring"""
      pass







class     UpperCAmelCase_		(      lowercase				):



      """simple docstring"""
      pass







class     UpperCAmelCase_		(      Generic[T]				):



      """simple docstring"""
      def __init__(       self					,       SCREAMING_SNAKE_CASE_ = 10				)       ->   List[str]:
          UpperCamelCase :list[T]										=     []
          UpperCamelCase :Any										=     limit
      def __bool__(       self				)       ->   bool:
          return bool(self.stack				)
      def __str__(       self				)       ->   str:
          return str(self.stack				)
      def 					UpperCAmelCase		(       self					,       SCREAMING_SNAKE_CASE_				)       ->   None:
          if len(self.stack				) >= self.limit:
              raise StackOverflowError
          self.stack.append(SCREAMING_SNAKE_CASE_				)
      def 					UpperCAmelCase		(       self				)       ->   T:
          if not self.stack:
              raise StackUnderflowError
          return self.stack.pop()
      def 					UpperCAmelCase		(       self				)       ->   T:
          if not self.stack:
              raise StackUnderflowError
          return self.stack[-1]
      def 					UpperCAmelCase		(       self				)       ->   bool:
          return not bool(self.stack				)
      def 					UpperCAmelCase		(       self				)       ->   bool:
          return self.size() == self.limit
      def 					UpperCAmelCase		(       self				)       ->   int:
          return len(self.stack				)




      def __contains__(       self					,       SCREAMING_SNAKE_CASE_				)       ->   bool:
          return item in self.stack







def 						_A     (       ):
    UpperCamelCase :Stack[int]										=     Stack(10 )
    assert bool(SCREAMING_SNAKE_CASE__ ) is False
    assert stack.is_empty() is True
    assert stack.is_full() is False
    assert str(SCREAMING_SNAKE_CASE__ ) == "[]"

    try:
        UpperCamelCase :Optional[int]										=     stack.pop()
        raise AssertionError  # This should not happen
    except StackUnderflowError:
        assert True  # This should happen

    try:
        UpperCamelCase :Union[str, Any]										=     stack.peek()
        raise AssertionError  # This should not happen
    except StackUnderflowError:
        assert True  # This should happen

    for i in range(10 ):
        assert stack.size() == i
        stack.push(SCREAMING_SNAKE_CASE__ )

    assert bool(SCREAMING_SNAKE_CASE__ )
    assert not stack.is_empty()
    assert stack.is_full()
    assert str(SCREAMING_SNAKE_CASE__ ) == str(list(range(10 ) ) )
    assert stack.pop() == 9
    assert stack.peek() == 8

    stack.push(100 )
    assert str(SCREAMING_SNAKE_CASE__ ) == str([0, 1, 2, 3, 4, 5, 6, 7, 8, 100] )

    try:
        stack.push(200 )
        raise AssertionError  # This should not happen
    except StackOverflowError:
        assert True  # This should happen

    assert not stack.is_empty()
    assert stack.size() == 10

    assert 5 in stack
    assert 55 not in stack


if __name__ == "__main__":
 test_stack()





