

'''simple docstring'''






from .balanced_parentheses import balanced_parentheses
from .stack import Stack


def 					__lowerCamelCase			(      SCREAMING_SNAKE_CASE_     :	str    )							->   int:
      """simple docstring"""

      return {"+": 1, "-": 1, "*": 2, "/": 2, "^": 3}.get(SCREAMING_SNAKE_CASE_  ,  -1    )


def 					__lowerCamelCase			(      SCREAMING_SNAKE_CASE_     :	str    )							->   str:
      """simple docstring"""

      if not balanced_parentheses(SCREAMING_SNAKE_CASE_    ):
            raise ValueError("Mismatched parentheses"    )
      SCREAMING_SNAKE_CASE_      :			Stack[str]     =       Stack()
      SCREAMING_SNAKE_CASE_      :			List[str]     =       []
      for char in expression_str:
            if char.isalpha() or char.isdigit():
                  postfix.append(SCREAMING_SNAKE_CASE_    )
            elif char == "(":
                  stack.push(SCREAMING_SNAKE_CASE_    )
            elif char == ")":
                  while not stack.is_empty() and stack.peek() != "(":
                        postfix.append(stack.pop()    )
                  stack.pop()
            else:
                  while not stack.is_empty() and precedence(SCREAMING_SNAKE_CASE_    ) <= precedence(stack.peek()    ):
                        postfix.append(stack.pop()    )
                  stack.push(SCREAMING_SNAKE_CASE_    )
      while not stack.is_empty():
            postfix.append(stack.pop()    )
      return " ".join(SCREAMING_SNAKE_CASE_    )


if __name__ == "__main__":
      from doctest import testmod

      testmod()
      snake_case_       =       'a+b*(c^d-e)^(f+g*h)-i'

      print('Infix to Postfix Notation demonstration:\n')
      print('Infix notation: ' + expression)
      print('Postfix notation: ' + infix_to_postfix(expression))


from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCAmelCase__							= logging.get_logger(__name__)

lowerCAmelCase__							= {
    'dandelin/vilt-b32-mlm': 'https://huggingface.co/dandelin/vilt-b32-mlm/blob/main/config.json'
}
class 				a_ (						SCREAMING_SNAKE_CASE						):






 '''simple docstring'''






 UpperCAmelCase_	 =					'vilt'




 def __init__(			self					:  Optional[Any]			,    lowercase__					:  Dict=30_522			,    lowercase__					:  Tuple=2			,    lowercase__					:  int=2			,    lowercase__					:  Optional[int]=40			,    lowercase__					:  Optional[int]=768			,    lowercase__					:  Tuple=12			,    lowercase__					:  Tuple=12			,    lowercase__					:  Union[str, Any]=3_072			,    lowercase__					:  int="gelu"			,    lowercase__					:  Tuple=0.0			,    lowercase__					:  Dict=0.0			,    lowercase__					:  Optional[int]=0.02			,    lowercase__					:  Tuple=1e-12			,    lowercase__					:  Dict=384			,    lowercase__					:  int=32			,    lowercase__					:  List[str]=3			,    lowercase__					:  int=True			,    lowercase__					:  List[str]=-1			,    lowercase__					:  Union[str, Any]=False			,    lowercase__					:  List[str]=-1			,    **lowercase__					:  int			,    ):







        '''simple docstring'''



        super().__init__(tie_word_embeddings=lowercase__			,    **lowercase__)

        lowerCAmelCase__     	=					vocab_size
        lowerCAmelCase__     	=					type_vocab_size
        lowerCAmelCase__     	=					modality_type_vocab_size
        lowerCAmelCase__     	=					max_position_embeddings

        lowerCAmelCase__     	=					hidden_size
        lowerCAmelCase__     	=					num_hidden_layers
        lowerCAmelCase__     	=					num_attention_heads
        lowerCAmelCase__     	=					intermediate_size
        lowerCAmelCase__     	=					hidden_act
        lowerCAmelCase__     	=					hidden_dropout_prob
        lowerCAmelCase__     	=					attention_probs_dropout_prob
        lowerCAmelCase__     	=					initializer_range
        lowerCAmelCase__     	=					layer_norm_eps

        lowerCAmelCase__     	=					image_size
        lowerCAmelCase__     	=					patch_size
        lowerCAmelCase__     	=					num_channels
        lowerCAmelCase__     	=					qkv_bias
        lowerCAmelCase__     	=					max_image_length
        lowerCAmelCase__     	=					num_images
