



'''simple docstring'''





from collections import OrderedDict
from typing import Mapping

from packaging import version

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


__a  			=						logging.get_logger(__name__)

__a  			=						{
    "facebook/deit-base-distilled-patch16-224": (
        "https://huggingface.co/facebook/deit-base-patch16-224/resolve/main/config.json"
    ),
    # See all DeiT models at https://huggingface.co/models?filter=deit
}







class        UpperCAmelCase_			(			_a      ):
    """simple docstring"""







    lowercase   =						"deit"




    def __init__(       self   :	str					,	snake_case_   :	int=768					,	snake_case_   :	Any=12					,	snake_case_   :	Tuple=12					,	snake_case_   :	List[Any]=3_072					,	snake_case_   :	Any="gelu"					,	snake_case_   :	str=0.0					,	snake_case_   :	Union[str, Any]=0.0					,	snake_case_   :	List[Any]=0.02					,	snake_case_   :	str=1E-1_2					,	snake_case_   :	Tuple=224					,	snake_case_   :	str=16					,	snake_case_   :	str=3					,	snake_case_   :	Tuple=True					,	snake_case_   :	Tuple=16					,	**snake_case_   :	Any					,	):
          super().__init__(**snake_case_		)

          snake_case__    :       List[Any]       		= hidden_size
          snake_case__    :       Optional[Any]       		= num_hidden_layers
          snake_case__    :       List[str]       		= num_attention_heads
          snake_case__    :       Dict       		= intermediate_size
          snake_case__    :       Dict       		= hidden_act
          snake_case__    :       Optional[Any]       		= hidden_dropout_prob
          snake_case__    :       List[Any]       		= attention_probs_dropout_prob
          snake_case__    :       List[str]       		= initializer_range
          snake_case__    :       int       		= layer_norm_eps
          snake_case__    :       str       		= image_size
          snake_case__    :       Optional[Any]       		= patch_size
          snake_case__    :       List[str]       		= num_channels
          snake_case__    :       List[Any]       		= qkv_bias
          snake_case__    :       List[str]       		= encoder_stride







class        UpperCAmelCase_			(			_a      ):
    """simple docstring"""







    lowercase   =						version.parse("1.11"      )




    @property
    def lowerCamelCase			(       self   :	List[Any]		):
          return OrderedDict(
              [
                  ("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""}),
              ]		)




    @property
    def lowerCamelCase			(       self   :	Union[str, Any]		):
          return 1E-4





'''simple docstring'''





__a  			=						"Alexander Joslin"

import operator as op

from .stack import Stack





def 		__snake_case(							_lowerCAmelCase						)						->					int:
      snake_case__    :       str       		= {"""*""": op.mul, """/""": op.truediv, """+""": op.add, """-""": op.sub}

      snake_case__    :       Stack[int]       		= Stack()
      snake_case__    :       Stack[str]       		= Stack()

      for i in equation:
            if i.isdigit():
                  # RULE 1
                  operand_stack.push(int(_lowerCAmelCase						)						)
            elif i in operators:
                  # RULE 2
                  operator_stack.push(_lowerCAmelCase						)
            elif i == ")":
                  # RULE 4
                  snake_case__    :       Union[str, Any]       		= operator_stack.peek()
                  operator_stack.pop()
                  snake_case__    :       Any       		= operand_stack.peek()
                  operand_stack.pop()
                  snake_case__    :       str       		= operand_stack.peek()
                  operand_stack.pop()

                  snake_case__    :       Optional[Any]       		= operators[opr](_lowerCAmelCase	,  _lowerCAmelCase						)
                  operand_stack.push(_lowerCAmelCase						)

    # RULE 5
      return operand_stack.peek()


if __name__ == "__main__":
       __a  			=						"(5 + ((4 * 2) * (2 + 3)))"
       # answer = 45
       print(F"{equation} = {dijkstras_two_stack_algorithm(equation)}")
