





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_    =				{
    """google/bigbird-roberta-base""": """https://huggingface.co/google/bigbird-roberta-base/resolve/main/config.json""",
    """google/bigbird-roberta-large""": """https://huggingface.co/google/bigbird-roberta-large/resolve/main/config.json""",
    """google/bigbird-base-trivia-itc""": """https://huggingface.co/google/bigbird-base-trivia-itc/resolve/main/config.json""",
    # See all BigBird models at https://huggingface.co/models?filter=big_bird
}



class 					__lowerCAmelCase       (			_UpperCAmelCase     ):
			lowerCamelCase_     :     List[str]       			=      'big_bird'






			def __init__(self					,							__magic_name__=5_0358					,							__magic_name__=768					,							__magic_name__=12					,							__magic_name__=12					,							__magic_name__=3072					,							__magic_name__="gelu_new"					,							__magic_name__=0.1					,							__magic_name__=0.1					,							__magic_name__=4096					,							__magic_name__=2					,							__magic_name__=0.02					,							__magic_name__=1e-12					,							__magic_name__=True					,							__magic_name__=0					,							__magic_name__=1					,							__magic_name__=2					,							__magic_name__=66					,							__magic_name__="block_sparse"					,							__magic_name__=True					,							__magic_name__=False					,							__magic_name__=64					,							__magic_name__=3					,							__magic_name__=None					,							**__magic_name__					,							)     ->   Optional[Any]:


							'''simple docstring'''



							super().__init__(
							    pad_token_id=SCREAMING_SNAKE_CASE_					,							bos_token_id=SCREAMING_SNAKE_CASE_					,							eos_token_id=SCREAMING_SNAKE_CASE_					,							sep_token_id=SCREAMING_SNAKE_CASE_					,							**SCREAMING_SNAKE_CASE_					,							)

							snake_case_						:    List[str]				=  vocab_size
							snake_case_						:    Dict				=  max_position_embeddings
							snake_case_						:    int				=  hidden_size
							snake_case_						:    Optional[Any]				=  num_hidden_layers
							snake_case_						:    str				=  num_attention_heads
							snake_case_						:    Optional[Any]				=  intermediate_size
							snake_case_						:    Any				=  hidden_act
							snake_case_						:    List[str]				=  hidden_dropout_prob
							snake_case_						:    List[str]				=  attention_probs_dropout_prob
							snake_case_						:    Optional[int]				=  initializer_range
							snake_case_						:    int				=  type_vocab_size
							snake_case_						:    Tuple				=  layer_norm_eps
							snake_case_						:    Dict				=  use_cache

							snake_case_						:    Optional[Any]				=  rescale_embeddings
							snake_case_						:    str				=  attention_type
							snake_case_						:    List[Any]				=  use_bias
							snake_case_						:    List[Any]				=  block_size
							snake_case_						:    Dict				=  num_random_blocks
							snake_case_						:    Tuple				=  classifier_dropout




class 					__lowerCAmelCase       (			_UpperCAmelCase     ):






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


							'''simple docstring'''



							if self.task == "multiple-choice":
											snake_case_						:    Optional[int]				=  {0: 'batch', 1: 'choice', 2: 'sequence'}
							else:
											snake_case_						:    int				=  {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    UpperCAmelCase_  (unittest.TestCase  ):





    """simple docstring"""






    def       lowercase_				(							self	)				->     Optional[Any]:
         __lowerCamelCase   :	int								=		0
         __lowerCamelCase   :	Union[str, Any]								=		[0]
         __lowerCamelCase   :	Any								=		[0]
         __lowerCamelCase   :	Union[str, Any]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     0	)

         __lowerCamelCase   :	List[str]								=		[60]
         __lowerCamelCase   :	Union[str, Any]								=		[10]
         __lowerCamelCase   :	List[Any]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     0	)







    def       lowercase_				(							self	)				->     List[str]:
         __lowerCamelCase   :	Optional[int]								=		3
         __lowerCamelCase   :	int								=		[1, 2, 3]
         __lowerCamelCase   :	str								=		[3, 2, 1]
         __lowerCamelCase   :	Union[str, Any]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     5	)







    def       lowercase_				(							self	)				->     int:
         __lowerCamelCase   :	Optional[int]								=		50
         __lowerCamelCase   :	List[str]								=		[60, 1_00, 1_20]
         __lowerCamelCase   :	List[str]								=		[10, 20, 30]
         __lowerCamelCase   :	List[str]								=		len(SCREAMING_SNAKE_CASE_	)
         self.assertEqual(k.knapsack(SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_			,     SCREAMING_SNAKE_CASE_	)			,     2_20	)


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






