


'''simple docstring'''







from __future__ import annotations

import math
import random
from typing import Any
class 					lowercase_     :


    def __init__(     self    ):
          UpperCamelCase__										=				[]
          UpperCamelCase__										=				0
          UpperCamelCase__										=				0


    def    __a							(     self    ):
          return self.head == self.tail


    def    __a							(     self  ,					a    ):
          self.data.append(__lowerCAmelCase    )
          UpperCamelCase__										=				self.tail + 1


    def    __a							(     self    ):
          UpperCamelCase__										=				self.data[self.head]
          UpperCamelCase__										=				self.head + 1
          return ret


    def    __a							(     self    ):
          return self.tail - self.head


    def    __a							(     self    ):
          print(self.data    )
          print("**************"    )
          print(self.data[self.head : self.tail]    )

class 					lowercase_     :


    def __init__(     self  ,					a    ):
          UpperCamelCase__										=				data
          UpperCamelCase__										=				None
          UpperCamelCase__										=				None
          UpperCamelCase__										=				1


    def    __a							(     self    ):
          return self.data


    def    __a							(     self    ):
          return self.left


    def    __a							(     self    ):
          return self.right


    def    __a							(     self    ):
          return self.height


    def    __a							(     self  ,					a    ):
          UpperCamelCase__										=				data


    def    __a							(     self  ,					a    ):
          UpperCamelCase__										=				node


    def    __a							(     self  ,					a    ):
          UpperCamelCase__										=				node


    def    __a							(     self  ,					a    ):
          UpperCamelCase__										=				height







def _UpperCamelCase       (     __A    )							->		int:


      '''simple docstring'''



      if node is None:
            return 0
      return node.get_height()







def _UpperCamelCase       (     __A      ,			__A    )							->		int:


      '''simple docstring'''



      if a > b:
            return a
      return b







def _UpperCamelCase       (     __A    )							->		MyNode:


      '''simple docstring'''



      print("left rotation node:"      ,			node.get_data()    )
      UpperCamelCase__										=				node.get_left()
      assert ret is not None
      node.set_left(ret.get_right()    )
      ret.set_right(lowerCAmelCase__    )
      UpperCamelCase__										=				my_max(get_height(node.get_right()    )      ,			get_height(node.get_left()    )    ) + 1
      node.set_height(lowerCAmelCase__    )
      UpperCamelCase__										=				my_max(get_height(ret.get_right()    )      ,			get_height(ret.get_left()    )    ) + 1
      ret.set_height(lowerCAmelCase__    )
      return ret







def _UpperCamelCase       (     __A    )							->		MyNode:


      '''simple docstring'''



      print("right rotation node:"      ,			node.get_data()    )
      UpperCamelCase__										=				node.get_right()
      assert ret is not None
      node.set_right(ret.get_left()    )
      ret.set_left(lowerCAmelCase__    )
      UpperCamelCase__										=				my_max(get_height(node.get_right()    )      ,			get_height(node.get_left()    )    ) + 1
      node.set_height(lowerCAmelCase__    )
      UpperCamelCase__										=				my_max(get_height(ret.get_right()    )      ,			get_height(ret.get_left()    )    ) + 1
      ret.set_height(lowerCAmelCase__    )
      return ret







def _UpperCamelCase       (     __A    )							->		MyNode:


      '''simple docstring'''



      UpperCamelCase__										=				node.get_left()
      assert left_child is not None
      node.set_left(left_rotation(lowerCAmelCase__    )    )
      return right_rotation(lowerCAmelCase__    )







def _UpperCamelCase       (     __A    )							->		MyNode:


      '''simple docstring'''



      UpperCamelCase__										=				node.get_right()
      assert right_child is not None
      node.set_right(right_rotation(lowerCAmelCase__    )    )
      return left_rotation(lowerCAmelCase__    )







def _UpperCamelCase       (     __A      ,			__A    )							->		MyNode | None:


      '''simple docstring'''



      if node is None:
            return MyNode(lowerCAmelCase__    )
      if data < node.get_data():
            node.set_left(insert_node(node.get_left()      ,			lowerCAmelCase__    )    )
            if (
                get_height(node.get_left()    ) - get_height(node.get_right()    ) == 2
            ):  # an unbalance detected
                  UpperCamelCase__										=				node.get_left()
                  assert left_child is not None
                  if (
                      data < left_child.get_data()
                  ):  # new node is the left child of the left child
                        UpperCamelCase__										=				right_rotation(lowerCAmelCase__    )
                  else:
                        UpperCamelCase__										=				lr_rotation(lowerCAmelCase__    )
      else:
            node.set_right(insert_node(node.get_right()      ,			lowerCAmelCase__    )    )
            if get_height(node.get_right()    ) - get_height(node.get_left()    ) == 2:
                  UpperCamelCase__										=				node.get_right()
                  assert right_child is not None
                  if data < right_child.get_data():
                        UpperCamelCase__										=				rl_rotation(lowerCAmelCase__    )
                  else:
                        UpperCamelCase__										=				left_rotation(lowerCAmelCase__    )
      UpperCamelCase__										=				my_max(get_height(node.get_right()    )      ,			get_height(node.get_left()    )    ) + 1
      node.set_height(lowerCAmelCase__    )
      return node







def _UpperCamelCase       (     __A    )							->		Any:


      '''simple docstring'''



      while True:
            UpperCamelCase__										=				root.get_right()
            if right_child is None:
                  break
            UpperCamelCase__										=				right_child
      return root.get_data()







def _UpperCamelCase       (     __A    )							->		Any:


      '''simple docstring'''



      while True:
            UpperCamelCase__										=				root.get_left()
            if left_child is None:
                  break
            UpperCamelCase__										=				left_child
      return root.get_data()







def _UpperCamelCase       (     __A      ,			__A    )							->		MyNode | None:


      '''simple docstring'''



      UpperCamelCase__										=				root.get_left()
      UpperCamelCase__										=				root.get_right()
      if root.get_data() == data:
            if left_child is not None and right_child is not None:
                  UpperCamelCase__										=				get_left_most(lowerCAmelCase__    )
                  root.set_data(lowerCAmelCase__    )
                  root.set_right(del_node(lowerCAmelCase__      ,			lowerCAmelCase__    )    )
            elif left_child is not None:
                  UpperCamelCase__										=				left_child
            elif right_child is not None:
                  UpperCamelCase__										=				right_child
            else:
                  return None
      elif root.get_data() > data:
            if left_child is None:
                  print("No such data"    )
                  return root
            else:
                  root.set_left(del_node(lowerCAmelCase__      ,			lowerCAmelCase__    )    )
      else:  # root.get_data() < data
            if right_child is None:
                  return root
            else:
                  root.set_right(del_node(lowerCAmelCase__      ,			lowerCAmelCase__    )    )

      if get_height(lowerCAmelCase__    ) - get_height(lowerCAmelCase__    ) == 2:
            assert right_child is not None
            if get_height(right_child.get_right()    ) > get_height(right_child.get_left()    ):
                  UpperCamelCase__										=				left_rotation(lowerCAmelCase__    )
            else:
                  UpperCamelCase__										=				rl_rotation(lowerCAmelCase__    )
      elif get_height(lowerCAmelCase__    ) - get_height(lowerCAmelCase__    ) == -2:
            assert left_child is not None
            if get_height(left_child.get_left()    ) > get_height(left_child.get_right()    ):
                  UpperCamelCase__										=				right_rotation(lowerCAmelCase__    )
            else:
                  UpperCamelCase__										=				lr_rotation(lowerCAmelCase__    )
      UpperCamelCase__										=				my_max(get_height(root.get_right()    )      ,			get_height(root.get_left()    )    ) + 1
      root.set_height(lowerCAmelCase__    )
      return root
class 					lowercase_     :


    def __init__(     self    ):
          UpperCamelCase__										=				None


    def    __a							(     self    ):
          return get_height(self.root    )


    def    __a							(     self  ,					a    ):
          print("insert:" + str(__lowerCAmelCase    )    )
          UpperCamelCase__										=				insert_node(self.root  ,					__lowerCAmelCase    )


    def    __a							(     self  ,					a    ):
          print("delete:" + str(__lowerCAmelCase    )    )
          if self.root is None:
                print("Tree is empty!"    )
                return
          UpperCamelCase__										=				del_node(self.root  ,					__lowerCAmelCase    )


    def __str__(     self  ,					):  # a level traversale, gives a more intuitive look on the tree
          UpperCamelCase__										=				""
          UpperCamelCase__										=				MyQueue()
          q.push(self.root    )
          UpperCamelCase__										=				self.get_height()
          if layer == 0:
                return output
          UpperCamelCase__										=				0
          while not q.is_empty():
                UpperCamelCase__										=				q.pop()
                UpperCamelCase__										=				" " * int(math.pow(2  ,					layer - 1    )    )
                output += space
                if node is None:
                      output += "*"
                      q.push(__lowerCAmelCase    )
                      q.push(__lowerCAmelCase    )
                else:
                      output += str(node.get_data()    )
                      q.push(node.get_left()    )
                      q.push(node.get_right()    )
                output += space
                UpperCamelCase__										=				cnt + 1
                for i in range(1_00    ):
                      if cnt == math.pow(2  ,					__lowerCAmelCase    ) - 1:
                            UpperCamelCase__										=				layer - 1
                            if layer == 0:
                                  output += "\n*************************************"
                                  return output
                            output += "\n"
                            break
          output += "\n*************************************"
          return output







def _UpperCamelCase       (     )							->		None:


      '''simple docstring'''



      import doctest

      doctest.testmod()


if __name__ == "__main__":
  _test()
  a__  :					Optional[int]        =       AVLtree()
  a__  :					Dict        =       list(range(1_0))
  random.shuffle(lst)
  for i in lst:
    t.insert(i)
    print(str(t))
  random.shuffle(lst)
  for i in lst:
    t.del_node(i)
    print(str(t))






"""simple docstring"""






from collections import OrderedDict
from typing import List, Mapping

from packaging import version

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


__lowerCAmelCase    :       List[Any]					     =logging.get_logger(__name__)

__lowerCAmelCase    :       Union[str, Any]					     ={
    """google/efficientnet-b7""": """https://huggingface.co/google/efficientnet-b7/resolve/main/config.json""",
}





class  _A						(       lowerCAmelCase	):
      snake_case__			:   Optional[int]							  =	'efficientnet'

      def __init__(						self		,       __lowerCAmelCase = 3		,       __lowerCAmelCase = 600		,       __lowerCAmelCase = 2.0		,       __lowerCAmelCase = 3.1		,       __lowerCAmelCase = 8		,       __lowerCAmelCase = [3, 3, 5, 3, 5, 5, 3]		,       __lowerCAmelCase = [32, 16, 24, 40, 80, 112, 192]		,       __lowerCAmelCase = [16, 24, 40, 80, 112, 192, 320]		,       __lowerCAmelCase = []		,       __lowerCAmelCase = [1, 2, 2, 2, 1, 2, 1]		,       __lowerCAmelCase = [1, 2, 2, 3, 3, 4, 1]		,       __lowerCAmelCase = [1, 6, 6, 6, 6, 6, 6]		,       __lowerCAmelCase = 0.2_5		,       __lowerCAmelCase = "swish"		,       __lowerCAmelCase = 2560		,       __lowerCAmelCase = "mean"		,       __lowerCAmelCase = 0.0_2		,       __lowerCAmelCase = 0.0_0_1		,       __lowerCAmelCase = 0.9_9		,       __lowerCAmelCase = 0.5		,       __lowerCAmelCase = 0.2		,       **__lowerCAmelCase		,       ):







            """simple docstring"""



            super().__init__(**__lowerCAmelCase						)

            lowercase														=	num_channels
            lowercase														=	image_size
            lowercase														=	width_coefficient
            lowercase														=	depth_coefficient
            lowercase														=	depth_divisor
            lowercase														=	kernel_sizes
            lowercase														=	in_channels
            lowercase														=	out_channels
            lowercase														=	depthwise_padding
            lowercase														=	strides
            lowercase														=	num_block_repeats
            lowercase														=	expand_ratios
            lowercase														=	squeeze_expansion_ratio
            lowercase														=	hidden_act
            lowercase														=	hidden_dim
            lowercase														=	pooling_type
            lowercase														=	initializer_range
            lowercase														=	batch_norm_eps
            lowercase														=	batch_norm_momentum
            lowercase														=	dropout_rate
            lowercase														=	drop_connect_rate
            lowercase														=	sum(__lowerCAmelCase						) * 4






class  _A						(       lowerCAmelCase	):
      snake_case__			:   Dict							  =	version.parse('1.11'	)

      @property
      def 				A__       (						self						):







            """simple docstring"""



            return OrderedDict(
                [
                    ("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""}),
                ]						)







      @property
      def 				A__       (						self						):







            """simple docstring"""



            return 1E-5



