





"""simple docstring"""
from __future__ import annotations

from sys import maxsize
from typing import Generic, TypeVar

__UpperCamelCase     :						int						       =  TypeVar('''T''')

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    int			):
 return (position - 1) // 2

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    int			):
 return (2 * position) + 1

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    int			):
 return (2 * position) + 2







class       a							(   Generic[T]  ):



 def __init__(     self     ):







  """simple docstring"""






  lowerCAmelCase    				= []
  lowerCAmelCase    				= {}
  lowerCAmelCase    				= 0



 def __len__(     self     ):







  """simple docstring"""






  return self.elements



 def __repr__(     self     ):







  """simple docstring"""






  return str(self.heap     )



 def    UpperCamelCase__  (     self     ):







  """simple docstring"""






  return self.elements == 0



 def    UpperCamelCase__  (     self				,       _snake_case				,       _snake_case     ):







  """simple docstring"""






  self.heap.append((elem, weight)     )
  lowerCAmelCase    				= self.elements
  self.elements += 1
  self._bubble_up(_snake_case     )



 def    UpperCamelCase__  (     self     ):







  """simple docstring"""






  if self.elements > 1:
   self._swap_nodes(0				,       self.elements - 1     )
  lowerCAmelCase				,lowerCAmelCase    				= self.heap.pop()
  del self.position_map[elem]
  self.elements -= 1
  if self.elements > 0:
   lowerCAmelCase				,lowerCAmelCase    				= self.heap[0]
   self._bubble_down(_snake_case     )
  return elem



 def    UpperCamelCase__  (     self				,       _snake_case				,       _snake_case     ):







  """simple docstring"""






  lowerCAmelCase    				= self.position_map[elem]
  lowerCAmelCase    				= (elem, weight)
  if position > 0:
   lowerCAmelCase    				= get_parent_position(_snake_case     )
   lowerCAmelCase				,lowerCAmelCase    				= self.heap[parent_position]
   if parent_weight > weight:
    self._bubble_up(_snake_case     )
   else:
    self._bubble_down(_snake_case     )
  else:
   self._bubble_down(_snake_case     )



 def    UpperCamelCase__  (     self				,       _snake_case     ):







  """simple docstring"""






  lowerCAmelCase    				= self.position_map[elem]
  if curr_pos == 0:
   return None
  lowerCAmelCase    				= get_parent_position(_snake_case     )
  lowerCAmelCase				,lowerCAmelCase    				= self.heap[curr_pos]
  lowerCAmelCase				,lowerCAmelCase    				= self.heap[parent_position]
  if parent_weight > weight:
   self._swap_nodes(_snake_case				,       _snake_case     )
   return self._bubble_up(_snake_case     )
  return None



 def    UpperCamelCase__  (     self				,       _snake_case     ):







  """simple docstring"""






  lowerCAmelCase    				= self.position_map[elem]
  lowerCAmelCase				,lowerCAmelCase    				= self.heap[curr_pos]
  lowerCAmelCase    				= get_child_left_position(_snake_case     )
  lowerCAmelCase    				= get_child_right_position(_snake_case     )
  if child_left_position < self.elements and child_right_position < self.elements:
   lowerCAmelCase				,lowerCAmelCase    				= self.heap[child_left_position]
   lowerCAmelCase				,lowerCAmelCase    				= self.heap[child_right_position]
   if child_right_weight < child_left_weight and child_right_weight < weight:
    self._swap_nodes(_snake_case				,       _snake_case     )
    return self._bubble_down(_snake_case     )
  if child_left_position < self.elements:
   lowerCAmelCase				,lowerCAmelCase    				= self.heap[child_left_position]
   if child_left_weight < weight:
    self._swap_nodes(_snake_case				,       _snake_case     )
    return self._bubble_down(_snake_case     )
  else:
   return None
  if child_right_position < self.elements:
   lowerCAmelCase				,lowerCAmelCase    				= self.heap[child_right_position]
   if child_right_weight < weight:
    self._swap_nodes(_snake_case				,       _snake_case     )
    return self._bubble_down(_snake_case     )
  return None



 def    UpperCamelCase__  (     self				,       _snake_case				,       _snake_case     ):







  """simple docstring"""






  lowerCAmelCase    				= self.heap[nodea_pos][0]
  lowerCAmelCase    				= self.heap[nodea_pos][0]
  lowerCAmelCase				,lowerCAmelCase    				= (
      self.heap[nodea_pos],
      self.heap[nodea_pos],
  )
  lowerCAmelCase    				= nodea_pos
  lowerCAmelCase    				= nodea_pos







class       a							(   Generic[T]  ):



 def __init__(     self     ):







  """simple docstring"""






  lowerCAmelCase    				= {}
  lowerCAmelCase    				= 0



 def __repr__(     self     ):







  """simple docstring"""






  return str(self.connections     )



 def __len__(     self     ):







  """simple docstring"""






  return self.nodes



 def    UpperCamelCase__  (     self				,       _snake_case     ):







  """simple docstring"""






  if node not in self.connections:
   lowerCAmelCase    				= {}
   self.nodes += 1



 def    UpperCamelCase__  (     self				,       _snake_case				,       _snake_case				,       _snake_case     ):







  """simple docstring"""






  self.add_node(_snake_case     )
  self.add_node(_snake_case     )
  lowerCAmelCase    				= weight
  lowerCAmelCase    				= weight


def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    GraphUndirectedWeighted[T]  ,     ):
 lowerCAmelCase    				= {node: maxsize for node in graph.connections}
 lowerCAmelCase    				= {node: None for node in graph.connections}

 lowerCAmelCase    				= MinPriorityQueue()
 for node, weight in dist.items():
  priority_queue.push(_UpperCAmelCase  ,     _UpperCAmelCase			)

 if priority_queue.is_empty():
  return dist, parent

 # initialization
 lowerCAmelCase    				= priority_queue.extract_min()
 lowerCAmelCase    				= 0
 for neighbour in graph.connections[node]:
  if dist[neighbour] > dist[node] + graph.connections[node][neighbour]:
   lowerCAmelCase    				= dist[node] + graph.connections[node][neighbour]
   priority_queue.update_key(_UpperCAmelCase  ,     dist[neighbour]			)
   lowerCAmelCase    				= node

    # running prim's algorithm
 while not priority_queue.is_empty():
  lowerCAmelCase    				= priority_queue.extract_min()
  for neighbour in graph.connections[node]:
   if dist[neighbour] > dist[node] + graph.connections[node][neighbour]:
    lowerCAmelCase    				= dist[node] + graph.connections[node][neighbour]
    priority_queue.update_key(_UpperCAmelCase  ,     dist[neighbour]			)
    lowerCAmelCase    				= node
 return dist, parent












from collections import OrderedDict
from typing import Mapping

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


UpperCamelCase_												=	logging.get_logger(__name__)

UpperCamelCase_												=	{
    'junnyu/roformer_chinese_small': 'https://huggingface.co/junnyu/roformer_chinese_small/resolve/main/config.json',
    'junnyu/roformer_chinese_base': 'https://huggingface.co/junnyu/roformer_chinese_base/resolve/main/config.json',
    'junnyu/roformer_chinese_char_small': (
        'https://huggingface.co/junnyu/roformer_chinese_char_small/resolve/main/config.json'
    ),
    'junnyu/roformer_chinese_char_base': (
        'https://huggingface.co/junnyu/roformer_chinese_char_base/resolve/main/config.json'
    ),
    'junnyu/roformer_small_discriminator': (
        'https://huggingface.co/junnyu/roformer_small_discriminator/resolve/main/config.json'
    ),
    'junnyu/roformer_small_generator': (
        'https://huggingface.co/junnyu/roformer_small_generator/resolve/main/config.json'
    ),
    # See all RoFormer models at https://huggingface.co/models?filter=roformer
}

class     snake_case_		(   a							):






 '''simple docstring'''





 __UpperCamelCase       =      'roformer'

 def __init__(  self,		A_=5_0000,		A_=None,		A_=768,		A_=12,		A_=12,		A_=3072,		A_="gelu",		A_=0.1,		A_=0.1,		A_=1536,		A_=2,		A_=0.02,		A_=1E-12,		A_=0,		A_=False,		A_=True,		**A_,		)	->       Dict:
    super().__init__(pad_token_id=A_,		**A_		)

    UpperCAmelCase__						=vocab_size
    UpperCAmelCase__						=hidden_size if embedding_size is None else embedding_size
    UpperCAmelCase__						=hidden_size
    UpperCAmelCase__						=num_hidden_layers
    UpperCAmelCase__						=num_attention_heads
    UpperCAmelCase__						=hidden_act
    UpperCAmelCase__						=intermediate_size
    UpperCAmelCase__						=hidden_dropout_prob
    UpperCAmelCase__						=attention_probs_dropout_prob
    UpperCAmelCase__						=max_position_embeddings
    UpperCAmelCase__						=type_vocab_size
    UpperCAmelCase__						=initializer_range
    UpperCAmelCase__						=layer_norm_eps
    UpperCAmelCase__						=rotary_value
    UpperCAmelCase__						=use_cache

class     snake_case_		(   a							):






 '''simple docstring'''





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



