




'''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[str] 							=   logging.get_logger(__name__)

_a   :	Union[str, Any] 							=   {
    """distilbert-base-uncased""": """https://huggingface.co/distilbert-base-uncased/resolve/main/config.json""",
    """distilbert-base-uncased-distilled-squad""": (
        """https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/config.json"""
    ),
    """distilbert-base-cased""": """https://huggingface.co/distilbert-base-cased/resolve/main/config.json""",
    """distilbert-base-cased-distilled-squad""": (
        """https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/config.json"""
    ),
    """distilbert-base-german-cased""": """https://huggingface.co/distilbert-base-german-cased/resolve/main/config.json""",
    """distilbert-base-multilingual-cased""": (
        """https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/config.json"""
    ),
    """distilbert-base-uncased-finetuned-sst-2-english""": (
        """https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english/resolve/main/config.json"""
    ),
}






class 		__A       (_snake_case   ):
       snake_case       :List[str]				    =					"""distilbert"""
       snake_case       :Optional[Any]				    =					{
           """hidden_size""": """dim""",
           """num_attention_heads""": """n_heads""",
           """num_hidden_layers""": """n_layers""",
       }






       def __init__(      self				,     UpperCamelCase_=3_05_22				,     UpperCamelCase_=5_12				,     UpperCamelCase_=False				,     UpperCamelCase_=6				,     UpperCamelCase_=12				,     UpperCamelCase_=7_68				,     UpperCamelCase_=4 * 7_68				,     UpperCamelCase_=0.1				,     UpperCamelCase_=0.1				,     UpperCamelCase_="gelu"				,     UpperCamelCase_=0.0_2				,     UpperCamelCase_=0.1				,     UpperCamelCase_=0.2				,     UpperCamelCase_=0				,     **UpperCamelCase_				,     ):
              __UpperCAmelCase  :				str       				=		vocab_size
              __UpperCAmelCase  :				List[Any]       				=		max_position_embeddings
              __UpperCAmelCase  :				Tuple       				=		sinusoidal_pos_embds
              __UpperCAmelCase  :				int       				=		n_layers
              __UpperCAmelCase  :				Any       				=		n_heads
              __UpperCAmelCase  :				List[str]       				=		dim
              __UpperCAmelCase  :				Optional[int]       				=		hidden_dim
              __UpperCAmelCase  :				List[Any]       				=		dropout
              __UpperCAmelCase  :				str       				=		attention_dropout
              __UpperCAmelCase  :				Optional[Any]       				=		activation
              __UpperCAmelCase  :				List[str]       				=		initializer_range
              __UpperCAmelCase  :				Union[str, Any]       				=		qa_dropout
              __UpperCAmelCase  :				Tuple       				=		seq_classif_dropout
              super().__init__(**snake_case_				,     pad_token_id=snake_case_      )






class 		__A       (_snake_case   ):






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







'''simple docstring'''




def _lowercase	(      lowerCamelCase__							,    lowerCamelCase__							,    lowerCamelCase__						)					->       bool:





       """simple docstring"""


       return not any(
           neighbour == 1 and colored_vertices[i] == color
           for i, neighbour in enumerate(lowerCamelCase__						)						)

def _lowercase	(      lowerCamelCase__							,    lowerCamelCase__							,    lowerCamelCase__							,    lowerCamelCase__						)					->       bool:





       """simple docstring"""


       if index == len(lowerCamelCase__						):
              return True

       # Recursive Step
       for i in range(lowerCamelCase__						):
              if valid_coloring(graph[index]							,    lowerCamelCase__							,    lowerCamelCase__						):
                     # Color current vertex
                     __UpperCAmelCase  :				List[str]       				=		i
                     # Validate coloring
                     if util_color(lowerCamelCase__							,    lowerCamelCase__							,    lowerCamelCase__							,    index + 1						):
                            return True
                     # Backtrack
                     __UpperCAmelCase  :				Any       				=		-1
       return False


def _lowercase	(      lowerCamelCase__							,    lowerCamelCase__						)					->       list[int]:





       """simple docstring"""


       __UpperCAmelCase  :				Optional[Any]       				=		[-1] * len(lowerCamelCase__						)

       if util_color(lowerCamelCase__							,    lowerCamelCase__							,    lowerCamelCase__							,    0						):
              return colored_vertices

       return []






