"""simple docstring"""


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__  		=						{
    """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				(		lowerCAmelCase_   ):
    _snake_case     :  List[str]     							=							'distilbert'
    _snake_case     :  List[Any]     							=							{
        'hidden_size': 'dim',
        'num_attention_heads': 'n_heads',
        'num_hidden_layers': 'n_layers',
    }


    def __init__(					self	:  int   ,				__lowerCAmelCase	:  int=3_0522   ,				__lowerCAmelCase	:  List[Any]=512   ,				__lowerCAmelCase	:  Any=False   ,				__lowerCAmelCase	:  List[Any]=6   ,				__lowerCAmelCase	:  List[Any]=12   ,				__lowerCAmelCase	:  List[Any]=768   ,				__lowerCAmelCase	:  Dict=4 * 768   ,				__lowerCAmelCase	:  List[str]=0.1   ,				__lowerCAmelCase	:  int=0.1   ,				__lowerCAmelCase	:  Optional[int]="gelu"   ,				__lowerCAmelCase	:  Tuple=0.02   ,				__lowerCAmelCase	:  Optional[Any]=0.1   ,				__lowerCAmelCase	:  Union[str, Any]=0.2   ,				__lowerCAmelCase	:  str=0   ,				**__lowerCAmelCase	:  int   ,				):
      _UpperCAmelCase						 =      vocab_size
      _UpperCAmelCase						 =      max_position_embeddings
      _UpperCAmelCase						 =      sinusoidal_pos_embds
      _UpperCAmelCase						 =      n_layers
      _UpperCAmelCase						 =      n_heads
      _UpperCAmelCase						 =      dim
      _UpperCAmelCase						 =      hidden_dim
      _UpperCAmelCase						 =      dropout
      _UpperCAmelCase						 =      attention_dropout
      _UpperCAmelCase						 =      activation
      _UpperCAmelCase						 =      initializer_range
      _UpperCAmelCase						 =      qa_dropout
      _UpperCAmelCase						 =      seq_classif_dropout
      super().__init__(**__lowerCAmelCase   ,				pad_token_id=__lowerCAmelCase					)



class        a				(		lowerCAmelCase_   ):


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

"""simple docstring"""


import unittest

from knapsack import knapsack as k


class        a				(		unittest.TestCase   ):


    def      lowerCAmelCase_  (					self	:  List[Any]					):
      _UpperCAmelCase						 =      0
      _UpperCAmelCase						 =      [0]
      _UpperCAmelCase						 =      [0]
      _UpperCAmelCase						 =      len(__lowerCAmelCase					)
      self.assertEqual(k.knapsack(__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase					)   ,				0					)

      _UpperCAmelCase						 =      [60]
      _UpperCAmelCase						 =      [10]
      _UpperCAmelCase						 =      len(__lowerCAmelCase					)
      self.assertEqual(k.knapsack(__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase					)   ,				0					)


    def      lowerCAmelCase_  (					self	:  Optional[int]					):
      _UpperCAmelCase						 =      3
      _UpperCAmelCase						 =      [1, 2, 3]
      _UpperCAmelCase						 =      [3, 2, 1]
      _UpperCAmelCase						 =      len(__lowerCAmelCase					)
      self.assertEqual(k.knapsack(__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase					)   ,				5					)


    def      lowerCAmelCase_  (					self	:  Optional[Any]					):
      _UpperCAmelCase						 =      50
      _UpperCAmelCase						 =      [60, 100, 120]
      _UpperCAmelCase						 =      [10, 20, 30]
      _UpperCAmelCase						 =      len(__lowerCAmelCase					)
      self.assertEqual(k.knapsack(__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase   ,				__lowerCAmelCase					)   ,				220					)


if __name__ == "__main__":
    unittest.main()
