






from collections import OrderedDict
from typing import Mapping

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


lowerCamelCase__       		=  logging.get_logger(__name__)

lowerCamelCase__       		=  {
    """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       snake_case__ (				lowercase_):

       '''simple docstring'''
       lowerCamelCase				:					List[str]								=			"distilbert"
       lowerCamelCase				:					Tuple								=			{
           "hidden_size": "dim",
           "num_attention_heads": "n_heads",
           "num_hidden_layers": "n_layers",
       }



       def __init__(				self      ,    a__=3_05_22      ,    a__=5_12      ,    a__=False      ,    a__=6      ,    a__=12      ,    a__=7_68      ,    a__=4 * 7_68      ,    a__=0.1      ,    a__=0.1      ,    a__="gelu"      ,    a__=0.02      ,    a__=0.1      ,    a__=0.2      ,    a__=0      ,    **a__      ,    )			->   str:






            '''simple docstring'''





            __snake_case      :List[Any] 							=    vocab_size
            __snake_case      :Dict 							=    max_position_embeddings
            __snake_case      :Optional[int] 							=    sinusoidal_pos_embds
            __snake_case      :int 							=    n_layers
            __snake_case      :Any 							=    n_heads
            __snake_case      :Dict 							=    dim
            __snake_case      :str 							=    hidden_dim
            __snake_case      :Tuple 							=    dropout
            __snake_case      :Dict 							=    attention_dropout
            __snake_case      :int 							=    activation
            __snake_case      :str 							=    initializer_range
            __snake_case      :Dict 							=    qa_dropout
            __snake_case      :Dict 							=    seq_classif_dropout
            super().__init__(**a__      ,    pad_token_id=a__     )




class       snake_case__ (				lowercase_):

       '''simple docstring'''



       @property
       def        __lowercase    (				self     )			->   Mapping[str, Mapping[int, str]]:






            '''simple docstring'''





            if self.task == "multiple-choice":
                 __snake_case      :List[str] 							=    {0: """batch""", 1: """choice""", 2: """sequence"""}
            else:
                 __snake_case      :Any 							=    {0: """batch""", 1: """sequence"""}
            return OrderedDict(
                [
                    ("""input_ids""", dynamic_axis),
                    ("""attention_mask""", dynamic_axis),
                ]     )










lowerCamelCase__       		=  8.3_1_4_4_5_9_8






def 	UpperCamelCase	(							snake_case__  : float						,snake_case__  : float	):




     '''simple docstring'''






     if temperature < 0:
          raise Exception("""Temperature cannot be less than 0 K"""	)
     if molar_mass <= 0:
          raise Exception("""Molar mass cannot be less than or equal to 0 kg/mol"""	)
     else:
          return (3 * UNIVERSAL_GAS_CONSTANT * temperature / molar_mass) ** 0.5


if __name__ == "__main__":
     import doctest

     # run doctest
     doctest.testmod()

     # example
     lowerCamelCase__       		=  300
     lowerCamelCase__       		=  28
     lowerCamelCase__       		=  rms_speed_of_molecule(temperature, molar_mass)
     print(f'''Vrms of Nitrogen gas at 300 K is {vrms} m/s''')


