'''simple docstring'''






from collections.abc import Sequence
from queue import Queue







class lowercase_       :







   """simple docstring"""

   def __init__(      self      :			Tuple, UpperCamelCase__      :			Any, UpperCamelCase__      :			List[Any], UpperCamelCase__      :			Optional[int], UpperCamelCase__      :			Optional[int]=None, UpperCamelCase__      :			Tuple=None     )  ->			Any:
        _A    		=  start
        _A    		=  end
        _A    		=  val
        _A    		=  (start + end) // 2
        _A    		=  left
        _A    		=  right

   def __repr__(      self      :			str     )  ->			Optional[int]:
        return f'SegmentTreeNode(start={self.start}, end={self.end}, val={self.val})'







class lowercase_       :







   """simple docstring"""

   def __init__(      self      :			Dict, UpperCamelCase__      :			Sequence, UpperCamelCase__      :			Any     )  ->			Optional[Any]:
        _A    		=  collection
        _A    		=  function
        if self.collection:
             _A    		=  self._build_tree(0, len(UpperCamelCase__     ) - 1     )
   def 	__UpperCAmelCase   (      self      :			Any, UpperCamelCase__      :			str, UpperCamelCase__      :			Dict     )  ->			int:
        self._update_tree(self.root, UpperCamelCase__, UpperCamelCase__     )
   def 	__UpperCAmelCase   (      self      :			Union[str, Any], UpperCamelCase__      :			List[Any], UpperCamelCase__      :			Optional[Any]     )  ->			Union[str, Any]:
        return self._query_range(self.root, UpperCamelCase__, UpperCamelCase__     )
   def 	__UpperCAmelCase   (      self      :			Optional[Any], UpperCamelCase__      :			Any, UpperCamelCase__      :			List[Any]     )  ->			str:
        if start == end:
             return SegmentTreeNode(UpperCamelCase__, UpperCamelCase__, self.collection[start]     )
        _A    		=  (start + end) // 2
        _A    		=  self._build_tree(UpperCamelCase__, UpperCamelCase__     )
        _A    		=  self._build_tree(mid + 1, UpperCamelCase__     )
        return SegmentTreeNode(UpperCamelCase__, UpperCamelCase__, self.fn(left.val, right.val     ), UpperCamelCase__, UpperCamelCase__     )
   def 	__UpperCAmelCase   (      self      :			List[Any], UpperCamelCase__      :			Any, UpperCamelCase__      :			Union[str, Any], UpperCamelCase__      :			Optional[int]     )  ->			Tuple:
        if node.start == i and node.end == i:
             _A    		=  val
             return
        if i <= node.mid:
             self._update_tree(node.left, UpperCamelCase__, UpperCamelCase__     )
        else:
             self._update_tree(node.right, UpperCamelCase__, UpperCamelCase__     )
        _A    		=  self.fn(node.left.val, node.right.val     )
   def 	__UpperCAmelCase   (      self      :			Tuple, UpperCamelCase__      :			List[str], UpperCamelCase__      :			Tuple, UpperCamelCase__      :			int     )  ->			Tuple:
        if node.start == i and node.end == j:
             return node.val

        if i <= node.mid:
             if j <= node.mid:
                  # range in left child tree
                  return self._query_range(node.left, UpperCamelCase__, UpperCamelCase__     )
             else:
                  # range in left child tree and right child tree
                  return self.fn(
                      self._query_range(node.left, UpperCamelCase__, node.mid     ), self._query_range(node.right, node.mid + 1, UpperCamelCase__     ), )
        else:
             # range in right child tree
             return self._query_range(node.right, UpperCamelCase__, UpperCamelCase__     )

   def 	__UpperCAmelCase   (      self      :			List[Any]     )  ->			List[Any]:
        if self.root is not None:
             _A    		=  Queue()
             queue.put(self.root     )
             while not queue.empty():
                  _A    		=  queue.get()
                  yield node

                  if node.left is not None:
                       queue.put(node.left     )

                  if node.right is not None:
                       queue.put(node.right     )


if __name__ == "__main__":
   import operator

   for fn in [operator.add, max, min]:
      print('''*''' * 50)
      _UpperCAmelCase    :     Tuple         =       SegmentTree([2, 1, 5, 3, 4], fn)
      for node in arr.traverse():
         print(node)
      print()

      arr.update(1, 5)
      for node in arr.traverse():
         print(node)
      print()

      print(arr.query_range(3, 4))  # 7
      print(arr.query_range(2, 2))  # 5
      print(arr.query_range(1, 3))  # 13
      print()









'''simple docstring'''





from collections import OrderedDict
from typing import Mapping

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


UpperCamelCase_		:     Optional[int]          =		logging.get_logger(__name__)

UpperCamelCase_		:     str          =		{
    '''kssteven/ibert-roberta-base''': '''https://huggingface.co/kssteven/ibert-roberta-base/resolve/main/config.json''',
    '''kssteven/ibert-roberta-large''': '''https://huggingface.co/kssteven/ibert-roberta-large/resolve/main/config.json''',
    '''kssteven/ibert-roberta-large-mnli''': (
        '''https://huggingface.co/kssteven/ibert-roberta-large-mnli/resolve/main/config.json'''
    ),
}

class   _a							(		__lowerCAmelCase				):
     SCREAMING_SNAKE_CASE_				:       List[Any]       							=		"""ibert"""






     def __init__(					self   ,_SCREAMING_SNAKE_CASE=30_522   ,_SCREAMING_SNAKE_CASE=768   ,_SCREAMING_SNAKE_CASE=12   ,_SCREAMING_SNAKE_CASE=12   ,_SCREAMING_SNAKE_CASE=3_072   ,_SCREAMING_SNAKE_CASE="gelu"   ,_SCREAMING_SNAKE_CASE=0.1   ,_SCREAMING_SNAKE_CASE=0.1   ,_SCREAMING_SNAKE_CASE=512   ,_SCREAMING_SNAKE_CASE=2   ,_SCREAMING_SNAKE_CASE=0.0_2   ,_SCREAMING_SNAKE_CASE=1e-12   ,_SCREAMING_SNAKE_CASE=1   ,_SCREAMING_SNAKE_CASE=0   ,_SCREAMING_SNAKE_CASE=2   ,_SCREAMING_SNAKE_CASE="absolute"   ,_SCREAMING_SNAKE_CASE=False   ,_SCREAMING_SNAKE_CASE="none"   ,**_SCREAMING_SNAKE_CASE   ,)				->     Dict:
          super().__init__(pad_token_id=_SCREAMING_SNAKE_CASE   ,bos_token_id=_SCREAMING_SNAKE_CASE   ,eos_token_id=_SCREAMING_SNAKE_CASE   ,**_SCREAMING_SNAKE_CASE       )

          _snake_case				= vocab_size
          _snake_case				= hidden_size
          _snake_case				= num_hidden_layers
          _snake_case				= num_attention_heads
          _snake_case				= hidden_act
          _snake_case				= intermediate_size
          _snake_case				= hidden_dropout_prob
          _snake_case				= attention_probs_dropout_prob
          _snake_case				= max_position_embeddings
          _snake_case				= type_vocab_size
          _snake_case				= initializer_range
          _snake_case				= layer_norm_eps
          _snake_case				= position_embedding_type
          _snake_case				= quant_mode
          _snake_case				= force_dequant







class   _a							(		__lowerCAmelCase				):






     @property
     def 							_lowercase      (					self       )				->     Mapping[str, Mapping[int, str]]:
          if self.task == "multiple-choice":
               _snake_case				= {0: "batch", 1: "choice", 2: "sequence"}
          else:
               _snake_case				= {0: "batch", 1: "sequence"}
          return OrderedDict(
              [
                  ("input_ids", dynamic_axis),
                  ("attention_mask", dynamic_axis),
              ]       )


