






"""simple docstring"""



from collections import OrderedDict
from typing import Mapping

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


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

A__	:    Optional[int]			 = {
    'camembert-base': 'https://huggingface.co/camembert-base/resolve/main/config.json',
    'umberto-commoncrawl-cased-v1': (
        'https://huggingface.co/Musixmatch/umberto-commoncrawl-cased-v1/resolve/main/config.json'
    ),
    'umberto-wikipedia-uncased-v1': (
        'https://huggingface.co/Musixmatch/umberto-wikipedia-uncased-v1/resolve/main/config.json'
    ),
}







class        lowercase__      (							snake_case__       ):
			_UpperCAmelCase		:List[Any]             =			"camembert"


			def __init__(				self					:  List[str]       ,	snake_case__					:  Dict=3_0522       ,	snake_case__					:  List[str]=768       ,	snake_case__					:  Any=12       ,	snake_case__					:  List[Any]=12       ,	snake_case__					:  Dict=3072       ,	snake_case__					:  Union[str, Any]="gelu"       ,	snake_case__					:  Union[str, Any]=0.1       ,	snake_case__					:  List[str]=0.1       ,	snake_case__					:  Union[str, Any]=512       ,	snake_case__					:  Optional[int]=2       ,	snake_case__					:  Tuple=0.02       ,	snake_case__					:  Optional[int]=1E-12       ,	snake_case__					:  Optional[int]=1       ,	snake_case__					:  Any=0       ,	snake_case__					:  Union[str, Any]=2       ,	snake_case__					:  int="absolute"       ,	snake_case__					:  Tuple=True       ,	snake_case__					:  int=None       ,	**snake_case__					:  List[str]       ,	):
										super().__init__(pad_token_id=snake_case__       ,	bos_token_id=snake_case__       ,	eos_token_id=snake_case__       ,	**snake_case__ )

										lowerCamelCase_	:							Any									=vocab_size
										lowerCamelCase_	:							Tuple									=hidden_size
										lowerCamelCase_	:							Dict									=num_hidden_layers
										lowerCamelCase_	:							Union[str, Any]									=num_attention_heads
										lowerCamelCase_	:							List[Any]									=hidden_act
										lowerCamelCase_	:							List[Any]									=intermediate_size
										lowerCamelCase_	:							Tuple									=hidden_dropout_prob
										lowerCamelCase_	:							Union[str, Any]									=attention_probs_dropout_prob
										lowerCamelCase_	:							List[str]									=max_position_embeddings
										lowerCamelCase_	:							Any									=type_vocab_size
										lowerCamelCase_	:							Optional[Any]									=initializer_range
										lowerCamelCase_	:							List[str]									=layer_norm_eps
										lowerCamelCase_	:							Tuple									=position_embedding_type
										lowerCamelCase_	:							List[Any]									=use_cache
										lowerCamelCase_	:							Optional[Any]									=classifier_dropout







class        lowercase__      (							snake_case__       ):


			@property
			def      UpperCAmelCase__						(				self					:  List[str] ):
										if self.task == "multiple-choice":
																	lowerCamelCase_	:							Optional[Any]									={0: "batch", 1: "choice", 2: "sequence"}
										else:
																	lowerCamelCase_	:							Dict									={0: "batch", 1: "sequence"}
										return OrderedDict(
										    [
										        ("input_ids", dynamic_axis),
										        ("attention_mask", dynamic_axis),
										    ] )











"""simple docstring"""



def 			_snake_case    (					lowerCamelCase__     :   Optional[Any]  )    ->     Optional[int]:
							if not head:
														return True
							# split the list to two parts
							lowerCamelCase_							,						lowerCamelCase_	:							Union[str, Any]									=head.next, head
							while fast and fast.next:
														lowerCamelCase_	:							Optional[Any]									=fast.next.next
														lowerCamelCase_	:							str									=slow.next
							lowerCamelCase_	:							Tuple									=slow.next
							lowerCamelCase_	:							Any									=None  # Don't forget here! But forget still works!
							# reverse the second part
							lowerCamelCase_	:							List[str]									=None
							while second:
														lowerCamelCase_	:							Any									=second.next
														lowerCamelCase_	:							Union[str, Any]									=node
														lowerCamelCase_	:							Union[str, Any]									=second
														lowerCamelCase_	:							Optional[Any]									=nxt
							# compare two parts
							# second part has the same or one less node
							while node:
														if node.val != head.val:
																					return False
														lowerCamelCase_	:							List[str]									=node.next
														lowerCamelCase_	:							Optional[Any]									=head.next
							return True

def 			_snake_case    (					lowerCamelCase__     :   str  )    ->     Optional[int]:
							if not head or not head.next:
														return True

							# 1. Get the midpoint (slow)
							lowerCamelCase_	:							List[str]									=head
							while fast and fast.next:
														lowerCamelCase_							,						lowerCamelCase_	:							Union[str, Any]									=fast.next.next, slow.next

							# 2. Push the second half into the stack
							lowerCamelCase_	:							List[Any]									=[slow.val]
							while slow.next:
														lowerCamelCase_	:							List[Any]									=slow.next
														stack.append(slow.val  )

							# 3. Comparison
							while stack:
														if stack.pop() != cur.val:
																					return False
														lowerCamelCase_	:							Union[str, Any]									=cur.next

							return True

def 			_snake_case    (					lowerCamelCase__     :   Dict  )    ->     Optional[Any]:
							if not head or not head.next:
														return True
							lowerCamelCase_	:							Union[str, Any]									={}
							lowerCamelCase_	:							List[Any]									=0
							while head:
														if head.val in d:
																					d[head.val].append(lowerCamelCase__  )
														else:
																					lowerCamelCase_	:							List[str]									=[pos]
														lowerCamelCase_	:							Optional[int]									=head.next
														pos += 1
							lowerCamelCase_	:							Union[str, Any]									=pos - 1
							lowerCamelCase_	:							Optional[int]									=0
							for v in d.values():
														if len(lowerCamelCase__  ) % 2 != 0:
																					middle += 1
														else:
																					lowerCamelCase_	:							Optional[Any]									=0
																					for i in range(0    ,						len(lowerCamelCase__  )  ):
																												if v[i] + v[len(lowerCamelCase__  ) - 1 - step] != checksum:
																																			return False
																												step += 1
														if middle > 1:
																					return False
							return True



